PolyLLM v0.1.0 — multi-provider BYOK AI workspace (OpenAI, Anthropic, Gemini, xAI) · 5734499 · polyllm

PolyLLM v0.1.0 — multi-provider BYOK AI workspace (OpenAI, Anthropic, Gemini, xAI)

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

Simon-Pierre Boucher committed 16 days ago (Sep 8, 2026)

44 changed files +20,001 −0

added .env.example +35 −0

		`@@ -0,0 +1,35 @@`
	1	+# --- Runtime -------------------------------------------------------------
	2	+NODE_ENV=production
	3	+PORT=3000
	4	+# Public origin used in emails, auth callbacks and canonical links. No trailing slash.
	5	+PUBLIC_APP_URL=https://www.polyllm.io
	6	+
	7	+# --- Database ------------------------------------------------------------
	8	+DATABASE_URL=postgres://localhost:5432/polyllm
	9	+DB_POOL_MAX=10
	10	+
	11	+# --- Auth ----------------------------------------------------------------
	12	+# 32+ random bytes, hex or base64. `openssl rand -hex 32`
	13	+AUTH_SECRET=
	14	+
	15	+# --- Email (Resend) ------------------------------------------------------
	16	+RESEND_API_KEY=
	17	+RESEND_FROM_EMAIL="PolyLLM <mail@spboucher.ai>"
	18	+# Set to 1 to log emails instead of sending (development).
	19	+EMAIL_DRY_RUN=0
	20	+
	21	+# --- Encryption of user provider keys (AES-256-GCM, server-side only) ----
	22	+# 32+ random bytes. Rotating this secret invalidates every stored key.
	23	+API_KEY_ENCRYPTION_SECRET=
	24	+
	25	+# --- Owner / development provider keys (TEST ONLY — never used for users) -
	26	+OPENAI_API_KEY=
	27	+ANTHROPIC_API_KEY=
	28	+GOOGLE_GEMINI_API_KEY=
	29	+XAI_API_KEY=
	30	+
	31	+# --- Admin ---------------------------------------------------------------
	32	+# Comma-separated emails with access to /admin.
	33	+ADMIN_EMAILS=
	34	+# Model catalog refresh interval (minutes). 0 disables the scheduler.
	35	+MODEL_SYNC_INTERVAL_MINUTES=360

added .gitignore +33 −0

		`@@ -0,0 +1,33 @@`
	1	+# dependencies
	2	+node_modules/
	3	+.pnpm-store/
	4	+
	5	+# next
	6	+.next/
	7	+out/
	8	+next-env.d.ts
	9	+*.tsbuildinfo
	10	+
	11	+# env & secrets — never commit
	12	+.env
	13	+.env.*
	14	+!.env.example
	15	+deploy/*.mld.json
	16	+
	17	+# research scratch (installed SDKs, probe outputs)
	18	+research/*/node_modules/
	19	+research/*/out/
	20	+research//.log
	21	+
	22	+# tests
	23	+coverage/
	24	+playwright-report/
	25	+test-results/
	26	+qa/out/
	27	+
	28	+# misc
	29	+.DS_Store
	30	+logs/
	31	+tmp/
	32	+.turbo/
	33	+.claude/

added CLAUDE.md +38 −0

		`@@ -0,0 +1,38 @@`
	1	+# PolyLLM — repository guide
	2	+
	3	+PolyLLM (www.polyllm.io) is a BYOK multi-provider AI workspace: OpenAI, Anthropic, Gemini, xAI behind one normalized
	4	+adapter layer, real streaming, capability-driven configuration, Arena comparisons, usage/cost tracking.
	5	+The original product brief lives in `docs/SPEC-original.md`; the UI conventions in `docs/UI-BRIEF.md`.
	6	+
	7	+## Non-negotiables
	8	+- Research before provider changes. Read `docs/provider-research/<provider>.md`, re-fetch the official docs, probe the
	9	+ real API (`pnpm providers:matrix`), then update `src/lib/ai/providers/<provider>/catalog*.ts`. Never assume model ids,
	10	+ parameters, event names or limits from memory. Bump `Last documentation audit`.
	11	+- *Provider quirks stay inside `src/lib/ai/providers/`.** UI and services only see `PolyModel`, `UnifiedChatRequest`,
	12	+ `UnifiedStreamEvent`, `PolyProviderError`.
	13	+- Capabilities drive the UI. Never branch on a model id in components; use `model.capabilities` / `model.parameters`.
	14	+ Never send a parameter the model does not accept (`filterSettings()` + adapter translation).
	15	+- Keys. User keys are encrypted (`src/lib/crypto/keys.ts`) and decrypted only in `getDecryptedKey()` right before a
	16	+ request. Never log, return or serialize them; `PublicConnection` exposes `keyHint` only. Owner keys in `.env` are for the
	17	+ registry sync, admin diagnostics and tests — never for user requests.
	18	+- No fake integrations. A capability is ✅ only after a real request passed (`docs/provider-test-matrix.md`).
	19	+- Secrets only in `.env` (gitignored) and the mld manifest on M1M32; `.env.example` documents the variables.
	20	+
	21	+## Commands
	22	+`pnpm dev` · `pnpm typecheck` · `pnpm lint` · `pnpm test` (vitest) · `pnpm test:e2e` (Playwright; dev server with
	23	+`EMAIL_DRY_RUN=1 EMAIL_DRY_RUN_PRINT=1`) · `pnpm db:generate` / `pnpm db:migrate` · `pnpm models:sync [provider]` ·
	24	+`pnpm providers:matrix [provider]`.
	25	+
	26	+## Deploy
	27	+`mld` from the laptop (see `docs/deployment-cluster.md`): `mld stage . polyllm && mld deploy polyllm --node M3U96a`.
	28	+Manifest with secrets: `M1M32:~/dispatch/apps/polyllm.json` (local gitignored copy `deploy/polyllm.mld.json`).
	29	+
	30	+## Gotchas
	31	+- React Compiler lint: no `Date.now()`/impure calls in render, no setState synchronously in effects without an explicit
	32	+ eslint-disable, memoize derived lists.
	33	+- `import "server-only"` modules are used by CLI scripts through `scripts/hooks.mjs` (tsx `--import`) and by vitest via an alias.
	34	+- Anthropic: adaptive thinking may legitimately produce zero thinking tokens on easy prompts; Haiku 4.5 needs `budget_tokens`.
	35	+- Gemini: free-tier keys have tiny per-model daily quotas (429 `limit: 20`) and some models are paid-tier only (429 `limit: 0`);
	36	+ thought signatures must be replayed on function-call parts.
	37	+- xAI: bad keys return HTTP 400 (`Incorrect API key`), `frequency/presence_penalty` always 400, web search only via `/v1/responses`.
	38	+- OpenAI: Responses API has no `seed`/`stop`; sampling params only when `reasoning.effort === "none"` on reasoning models.

added README.md +46 −0

		`@@ -0,0 +1,46 @@`
	1	+# PolyLLM
	2	+
	3	+One interface. Every model. Bring your own keys. — https://www.polyllm.io
	4	+
	5	+PolyLLM is a universal control center for AI models: connect your own OpenAI, Anthropic, Google Gemini and xAI API keys,
	6	+discover the models your keys can reach, configure each one with only the parameters it supports, chat with real
	7	+token-by-token streaming, compare up to four models side by side in the Arena, and track tokens, latency and estimated
	8	+cost. Keys are encrypted at rest (AES-256-GCM, HKDF-derived data key, AAD-bound to the user) and only decrypted on the
	9	+server immediately before a provider request.
	10	+
	11	+## Stack
	12	+Next.js 16 (App Router, Route Handlers with SSE streaming) · React 19 · TypeScript · Tailwind v4 · PostgreSQL 17 + Drizzle ·
	13	+Better Auth 1.7 (Argon2id, email verification, sessions, reset, change email, delete account) · Resend · Zod ·
	14	+official provider SDKs (`openai`, `@anthropic-ai/sdk`, `@google/genai`; xAI through the OpenAI SDK at `api.x.ai`).
	15	+
	16	+## Layout
	17	+```
	18	+src/app routes: (marketing) landing/legal · (auth) login/signup/verify/reset · app/* workspace · admin/* · share/[id] · api/*
	19	+src/lib/ai/core provider-neutral contract: PolyModel, UnifiedChatRequest, UnifiedStreamEvent, errors, retry, pricing, normalization
	20	+src/lib/ai/providers adapters (openai, anthropic, gemini, xai) + catalogs — provider quirks live ONLY here
	21	+src/lib/ai/registry model registry: live listing → catalog merge → Postgres; scheduled + manual sync
	22	+src/lib/chat turn orchestration (edit/regenerate/continue/branch), built-in tools loop, SSE
	23	+src/lib/providers encrypted key storage & validation
	24	+src/components ui kit · app shell · chat · arena · settings · marketing
	25	+docs/ provider-research (per provider, dated), provider-test-matrix (generated), deployment-cluster, final-audit, UI brief
	26	+scripts/ sync-models, provider-matrix (real-API tests)
	27	+e2e/, tests/ Playwright workflows, vitest unit tests
	28	+```
	29	+
	30	+## Development
	31	+```bash
	32	+cp .env.example .env # fill AUTH_SECRET, API_KEY_ENCRYPTION_SECRET, RESEND_API_KEY, owner provider keys (optional)
	33	+createdb polyllm && pnpm install && pnpm db:migrate
	34	+pnpm models:sync # populate the registry with the owner keys
	35	+pnpm dev # http://localhost:3000
	36	+pnpm typecheck && pnpm lint && pnpm test
	37	+pnpm providers:matrix # real-API capability matrix → docs/provider-test-matrix.md
	38	+EMAIL_DRY_RUN=1 EMAIL_DRY_RUN_PRINT=1 pnpm dev && pnpm test:e2e # full browser workflow (links read from the dev log)
	39	+```
	40	+
	41	+## Deployment
	42	+Runs on the private MacLustr cluster behind ngrok — see `docs/deployment-cluster.md`.
	43	+
	44	+## Security notes
	45	+No provider key ever reaches the browser, logs or analytics (structured logger redacts key-shaped strings and sensitive
	46	+field names). CSP, HSTS, HttpOnly/SameSite cookies, rate limits on auth and provider endpoints, per-user audit log.

added deploy/backup/install.sh +28 −0

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	1	+#!/bin/bash
	2	+# Installs the daily PostgreSQL backup for PolyLLM on the deployment node (run ON the node).
	3	+set -euo pipefail
	4	+mkdir -p ~/backups/polyllm ~/Library/LaunchAgents
	5	+cat > ~/backups/polyllm/backup.sh <<'SH'
	6	+#!/bin/bash
	7	+set -euo pipefail
	8	+export PATH="/opt/homebrew/opt/postgresql@17/bin:/opt/homebrew/bin:$PATH"
	9	+out=~/backups/polyllm/polyllm-$(date +%Y%m%d).sql.gz
	10	+pg_dump polyllm \| gzip -9 > "$out.tmp" && mv "$out.tmp" "$out"
	11	+find ~/backups/polyllm -name 'polyllm-*.sql.gz' -mtime +14 -delete
	12	+echo "$(date -Iseconds) ok $(du -h "$out" \| cut -f1)" >> ~/backups/polyllm/backup.log
	13	+SH
	14	+chmod +x ~/backups/polyllm/backup.sh
	15	+cat > ~/Library/LaunchAgents/dev.polyllm.backup.plist <<PLIST
	16	+<?xml version="1.0" encoding="UTF-8"?>
	17	+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
	18	+<plist version="1.0"><dict>
	19	+ <key>Label</key><string>dev.polyllm.backup</string>
	20	+ <key>ProgramArguments</key><array><string>/bin/bash</string><string>$HOME/backups/polyllm/backup.sh</string></array>
	21	+ <key>StartCalendarInterval</key><dict><key>Hour</key><integer>3</integer><key>Minute</key><integer>45</integer></dict>
	22	+ <key>StandardOutPath</key><string>$HOME/backups/polyllm/launchd.log</string>
	23	+ <key>StandardErrorPath</key><string>$HOME/backups/polyllm/launchd.log</string>
	24	+</dict></plist>
	25	+PLIST
	26	+launchctl bootout gui/$(id -u)/dev.polyllm.backup 2>/dev/null \|\| true
	27	+launchctl bootstrap gui/$(id -u) ~/Library/LaunchAgents/dev.polyllm.backup.plist
	28	+~/backups/polyllm/backup.sh && echo "backup installed + first dump done"

added docs/SPEC-original.md +3 −0

		`@@ -0,0 +1,3 @@`
	1	+# PolyLLM — original product brief (CLAUDE.md provided by the owner, 2026-09-08)
	2	+
	3	+The full brief was supplied in the build session; its normative rules are reproduced in the repository `CLAUDE.md` and `docs/UI-BRIEF.md`. Key sections: research-before-implementation, live model catalog, adapter architecture, mandatory email verification, encrypted BYOK keys, unified streaming events, capability-driven configuration, Arena, usage/cost tracking, security/privacy/logging rules, cluster deployment through ngrok at https://www.polyllm.io, real-API test matrix, final audit.

added docs/UI-BRIEF.md +64 −0

		`@@ -0,0 +1,64 @@`
	1	+# PolyLLM — UI brief for contributors (humans and agents)
	2	+
	3	+PolyLLM (www.polyllm.io) is a universal control center for AI models: users bring their own API keys
	4	+(OpenAI, Anthropic, Gemini, xAI), discover current models, configure them precisely, chat with real streaming,
	5	+compare models in the Arena and track usage/costs. Tagline: "Your models. Your keys. One workspace."
	6	+
	7	+## Stack & conventions
	8	+- Next.js 16 App Router, React 19, TypeScript strict, Tailwind v4 (tokens in `src/app/globals.css`), shadcn-style
	9	+ primitives in `src/components/ui/*` (button, input/textarea/label/field, badge, dialog, dropdown-menu, popover,
	10	+ select, slider, switch, tabs, tooltip, toast (`toast.success/error/info`), misc: Card/CardHeader/CardBody, Stat,
	11	+ PageHeader, EmptyState, Skeleton, CopyButton, Kbd, Spinner, Divider). Icons: `lucide-react`. Motion: `motion/react` (sparingly).
	12	+- Client data: `useApi<T>(url)` (SWR) and `api<T>(url, { method, json })` from `src/lib/client/api.ts`;
	13	+ `streamEvents(url, body, onEvent, signal)` for SSE. Types: `src/lib/client/types.ts`. Provider metadata:
	14	+ `src/lib/client/providers.ts` (`PROVIDERS`, `PROVIDER_ORDER`, `providerName`). Brand: `src/components/brand/logo.tsx`
	15	+ (`Logo`, `LogoMark`), `src/components/brand/provider-icon.tsx` (`ProviderIcon`).
	16	+- App state: `useApp()` from `src/components/app/store.tsx` → `{ user, preferences, updatePreferences, models, modelsByKey,
	17	+ favorites, recents, connectedProviders, connections, folders, toggleFavorite, refreshModels, refreshConnections,
	18	+ selectedModelKey, setSelectedModelKey, setPaletteOpen }`. Everything under `/app/*` is wrapped by the shell
	19	+ (sidebar + command palette) in `src/app/app/layout.tsx`; pages render inside `<div className="relative flex min-w-0 flex-1 flex-col">`.
	20	+ A page should typically be `<main className="min-h-0 flex-1 overflow-y-auto scrollbar-thin"><div className="mx-auto w-full max-w-5xl px-4 py-6 sm:px-6 lg:px-8">…</div></main>`.
	21	+- Auth client: `authClient`, `signIn`, `signUp`, `signOut`, `useSession` from `src/lib/auth-client.ts` (Better Auth 1.7).
	22	+ Server: `requireUser()` / `getSession()` in `src/lib/session.ts`.
	23	+- Formatting helpers: `formatUsd`, `formatTokens`, `formatMs`, `formatRelative`, `formatNumber`, `cn` in `src/lib/utils.ts`.
	24	+- Never render key material. Connections only expose `keyHint` like `sk-••••••••9A2K`.
	25	+- React Compiler lint rules apply: no setState synchronously in effects without the eslint-disable, no components defined
	26	+ inside render, derive state with useMemo. Run `pnpm lint` and `pnpm typecheck`.
	27	+
	28	+## Design language (must feel premium, unique, not a template)
	29	+- Minimal, dense-when-useful, excellent typography (Geist Sans/Mono via `font-sans`/`font-mono`), subtle borders
	30	+ (`border-border`), surfaces `bg-bg / bg-bg-subtle / bg-bg-muted / bg-bg-elevated`, text `text-fg / text-fg-muted / text-fg-subtle`,
	31	+ accent `text-accent / bg-accent / bg-accent-soft`, semantic `success/warning/danger/info` (+ `-soft`). Radii `rounded-md/lg/xl`.
	32	+ Provider colors: `text-openai`, `text-anthropic`, `text-gemini`, `text-xai` or `style={{color: PROVIDERS[p].colorVar}}`.
	33	+- Dark and light must both look great. No cheap gradients, no childish AI imagery, no huge empty whitespace, no boxed-card overload.
	34	+ A single restrained gradient (`.text-gradient`) is allowed for hero words. Use `.dot-grid` / `.glass` utilities sparingly.
	35	+- Mobile first: no horizontal overflow, 16px inputs on mobile (`text-[15px] sm:text-sm` is already in Input), safe-area aware.
	36	+- Keyboard-first: ⌘K palette, ⌘N new chat, ⌘Enter send, Esc stop, ⌘/ model selector, ⌘B sidebar.
	37	+- Accessibility: semantic HTML, labels, visible focus, aria on icon buttons, reduced motion respected.
	38	+
	39	+## API routes (all JSON unless noted; all under a verified session)
	40	+- `GET /api/models` → `{ models: PolyModel[], favorites: string[], recents: string[], connectedProviders }`;
	41	+ `POST /api/models {action:"toggle-favorite", modelKey}`; `POST /api/models/sync {provider?}` → `{results: SyncResult[]}`.
	42	+- `GET /api/providers` → `{connections: PublicConnection[]}`; `PUT /api/providers {provider, apiKey}` → `{ok, error?, modelsAvailable?, connections}`;
	43	+ `POST /api/providers {action:"validate", provider}`; `DELETE /api/providers?provider=`.
	44	+- `GET /api/conversations?q&provider&model&folder&archived=1&pinned=1&since&until&limit&cursor`; `POST /api/conversations`;
	45	+ `GET\|PATCH\|DELETE /api/conversations/:id`; `POST /api/conversations/:id/actions {action: duplicate\|branch\|export\|share\|unshare\|share-status\|delete-message}`.
	46	+- `POST /api/chat` (SSE) body `ChatRequestInput` → events `ChatStreamEvent` (see `src/lib/client/types.ts`).
	47	+- `GET /api/folders`, `POST {name,color}`, `PATCH {id,…}`, `DELETE ?id=`.
	48	+- `POST /api/attachments` (multipart `file`) → `{attachment}`; `GET /api/attachments?id=` streams the file.
	49	+- `GET /api/usage?range=today\|7d\|30d\|all` → `{ totals, series[{bucket,requests,inputTokens,outputTokens,costUsd}], byProvider[], byModel[], recent[] }`.
	50	+- `GET /api/presets` → `{modelPresets, promptPresets}`; `POST /api/presets?kind=model\|prompt`; `PATCH ?kind&id`; `DELETE ?kind&id`.
	51	+- `GET /api/preferences` / `PATCH /api/preferences` (theme, defaultModelKey, defaultSystemPrompt, enterToSend, streaming, codeWrap, showReasoning, showCosts, autoTitle, onboardingCompleted).
	52	+- `GET /api/arena` → `{sessions}`; `POST /api/arena {prompt, systemPrompt?, modelKeys[1..4], settings?, attachmentIds?}` → `{session}`;
	53	+ `POST /api/arena/stream {sessionId, modelKey}` (SSE: meta → text-delta/reasoning-delta/citation → done\|error); `PATCH /api/arena {responseId, ratings}`.
	54	+- `GET /api/account` → `{audit}`; `GET /api/account?export=1` downloads the full account export.
	55	+- `GET /api/search?q=`.
	56	+- Admin: `GET /api/admin/providers`, `POST /api/admin/providers {action:"sync", provider?}` (owner only, `user.isAdmin`).
	57	+- Better Auth: `/api/auth/*` (client SDK). Email verification is mandatory: unverified users are redirected to `/verify-email`.
	58	+
	59	+## Model capability sheet (drives every configuration UI)
	60	+`PolyModel.capabilities` {text, vision, audioInput, audioOutput, imageGeneration, video, reasoning, tools, structuredOutput,
	61	+streaming, files, webSearch}; `parameters` {temperature, topP, topK, maxTokens, reasoningEffort, reasoningEffortLevels[],
	62	+thinkingBudget, thinkingBudgetRange, stop, seed, frequencyPenalty, presencePenalty, verbosity, temperatureRange};
	63	+`limits` {contextTokens, maxOutputTokens}; `pricing` {inputPerMillion, cachedInputPerMillion, outputPerMillion};
	64	+`status` active\|preview\|deprecated\|unknown; `metadata.shutdownDate`, `metadata.aliases`, etc. Never show a control the model does not support.

added docs/deployment-cluster.md +91 −0

		`@@ -0,0 +1,91 @@`
	1	+# PolyLLM — cluster deployment (MacLustr)
	2	+
	3	+Production runs on the owner's private Apple Silicon cluster and is exposed through ngrok at
	4	+https://www.polyllm.io. Everything is orchestrated by `mld` (maclustr-dispatch) from the gateway node M1M32.
	5	+
	6	+```
	7	+Internet → www.polyllm.io (CNAME → ngrok) → ngrok agent (PM2 polyllm-ngrok) → Next.js `next start` 0.0.0.0:8240 → PostgreSQL 17 (localhost)
	8	+```
	9	+
	10	+\| Item \| Value \|
	11	+\| --- \| --- \|
	12	+\| Node \| M3U96a (pinned: local PostgreSQL 17, same host as fetcha / spinza / rareindex) \|
	13	+\| Directory \| `~/apps/polyllm` (rsync'd by mld from the laptop staging area) \|
	14	+\| Processes \| PM2 `polyllm-web` (Next 16, port 8240, binds 0.0.0.0), PM2 `polyllm-ngrok` (`--domain www.polyllm.io`) \|
	15	+\| Database \| `postgres://localhost:5432/polyllm` (created by the post-sync hook if missing) \|
	16	+\| Manifest \| `M1M32:~/dispatch/apps/polyllm.json` — the only place secrets live (gitignored copy `deploy/polyllm.mld.json`) \|
	17	+\| Health \| `GET /api/health` (liveness), `GET /api/health/ready` (DB ping; used by mld) \|
	18	+\| Registry \| `mld status` / `mld status --live` \|
	19	+
	20	+## Environment variables (production)
	21	+
	22	+See `.env.example`. Required: `NODE_ENV=production`, `PORT=8240`, `PUBLIC_APP_URL=https://www.polyllm.io`,
	23	+`DATABASE_URL`, `AUTH_SECRET` (32+ bytes), `API_KEY_ENCRYPTION_SECRET` (32+ bytes — **rotating it invalidates every
	24	+stored user key**), `RESEND_API_KEY`, `RESEND_FROM_EMAIL`, `ADMIN_EMAILS`. Optional owner keys
	25	+(`OPENAI_API_KEY`, `ANTHROPIC_API_KEY`, `GOOGLE_GEMINI_API_KEY`, `XAI_API_KEY`) are used only for the scheduled
	26	+model-registry refresh and the admin diagnostics; user requests always use the user's own encrypted key.
	27	+
	28	+## Build & deploy
	29	+
	30	+```bash
	31	+# laptop
	32	+cd ~/Desktop/Projets/apps-web/polyllm
	33	+pnpm typecheck && pnpm lint && pnpm test # gates
	34	+scp deploy/polyllm.mld.json M1M32:~/dispatch/apps/polyllm.json # first time / when secrets change
	35	+~/Desktop/cluster-skill/mld stage . polyllm # laptop → M1M32 staging
	36	+~/Desktop/cluster-skill/mld deploy polyllm --node M3U96a
	37	+```
	38	+
	39	+`mld deploy` runs the manifest hooks on the node: `pnpm install --frozen-lockfile` → `createdb polyllm` (if needed) +
	40	+`pnpm db:migrate` (Drizzle migrations in `drizzle/`, version-controlled) → `pnpm build` → PM2 start/reload of
	41	+`polyllm-web` and `polyllm-ngrok` → local health check (`/api/health/ready`) → public health check (`https://www.polyllm.io/api/health/ready`) → registry update.
	42	+
	43	+Restart / logs on the node:
	44	+
	45	+```bash
	46	+ssh M3U96a 'pm2 restart polyllm-web; pm2 logs polyllm-web --lines 100 --nostream'
	47	+ssh M3U96a 'pm2 logs polyllm-ngrok --lines 30 --nostream'
	48	+```
	49	+
	50	+Migrations are applied by the hook before the new build starts; they must stay backward compatible with the running
	51	+version (add columns, never drop in the same release).
	52	+
	53	+## ngrok / domain / TLS
	54	+
	55	+- DNS (GoDaddy): `www.polyllm.io` CNAME → the ngrok-cname target shown in the ngrok dashboard for the reserved domain.
	56	+ The apex `polyllm.io` should redirect to `https://www.polyllm.io` (GoDaddy forwarding).
	57	+- TLS terminates at ngrok (automatic certificate for the reserved domain). The app sees `X-Forwarded-For` /
	58	+ `X-Forwarded-Proto`; Better Auth is configured with `baseURL = PUBLIC_APP_URL` and secure cookies in production.
	59	+- The PM2 process `polyllm-ngrok` runs `ngrok http 8240 --domain www.polyllm.io`. Only port 8240 is exposed; no admin port.
	60	+- Streaming: SSE responses send a `: ping` heartbeat every 15 s so ngrok never closes idle long reasoning turns.
	61	+
	62	+## Process management
	63	+
	64	+PM2 with `pm2 startup` (LaunchAgent) on the node → processes survive terminal closure and reboots; `autorestart: true`,
	65	+`max_memory_restart: 2G`. The model-registry scheduler runs inside the web process (`src/instrumentation.ts`, every
	66	+`MODEL_SYNC_INTERVAL_MINUTES`, default 360) plus a startup sync.
	67	+
	68	+## Backups
	69	+
	70	+- Daily `pg_dump` at 03:45 via launchd `dev.polyllm.backup` on M3U96a → `~/backups/polyllm/polyllm-YYYYMMDD.sql.gz`,
	71	+ 14-day retention (`find -mtime +14 -delete`). Install with `deploy/backup/install.sh` (see that file).
	72	+- Restore: `gunzip -c ~/backups/polyllm/polyllm-YYYYMMDD.sql.gz \| psql polyllm_restore` after `createdb polyllm_restore`;
	73	+ swap with `ALTER DATABASE … RENAME` during a maintenance window. Test restore on the 1st of each month into a scratch DB
	74	+ and run `select count(*) from users;` to validate.
	75	+- Encrypted user keys are only decryptable with the same `API_KEY_ENCRYPTION_SECRET`: back up the manifest too
	76	+ (`M1M32:~/dispatch/apps/polyllm.json` is included in the spbgit gateway backup).
	77	+
	78	+## Rollback
	79	+
	80	+```bash
	81	+ssh M3U96a 'cd ~/apps/polyllm && git log --oneline -5' # deployed commit
	82	+# redeploy the previous tag from the laptop:
	83	+git checkout <previous-tag> && ~/Desktop/cluster-skill/mld stage . polyllm && ~/Desktop/cluster-skill/mld deploy polyllm --node M3U96a
	84	+```
	85	+
	86	+If a migration must be reverted, restore last night's dump (see Backups) — Drizzle migrations are forward-only.
	87	+
	88	+## Moving to another node
	89	+
	90	+`mld move polyllm --to <node>` handles rsync, PM2 and ngrok, but the database is local: dump on M3U96a, restore on the
	91	+target (PostgreSQL 17 via Homebrew), then update `DATABASE_URL` in the manifest before the move.

added docs/provider-research.md +30 −0

		`@@ -0,0 +1,30 @@`
	1	+# Provider research — index
	2	+
	3	+Last documentation audit: 2026-09-08
	4	+
	5	+PolyLLM never relies on remembered API shapes. Before each adapter was written, the CURRENT official
	6	+documentation was fetched and every claim that matters for the adapter was probed against the real API
	7	+with the owner's keys. The per-provider reports below contain the base URLs, auth, SDKs and versions, streaming
	8	+protocols and event names, tool/structured-output formats, reasoning controls, modalities, limits, parameter
	9	+support matrices with exact rejection strings, error schemas, rate limits, pricing, lifecycle, and the probe
	10	+scripts that produced the evidence.
	11	+
	12	+\| Provider \| Report \| Model data \| SDK used \| Primary API \| Probe scripts \|
	13	+\| --- \| --- \| --- \| --- \| --- \| --- \|
	14	+\| OpenAI \| [openai.md](provider-research/openai.md) \| [openai.models.json](provider-research/openai.models.json) (84) \| `openai` 7.10 \| Responses API (`store:false`, encrypted reasoning replay) \| `research/openai/` \|
	15	+\| Anthropic \| [anthropic.md](provider-research/anthropic.md) \| Models API (live capabilities) + `src/lib/ai/providers/anthropic/catalog.ts` (pricing) \| `@anthropic-ai/sdk` 0.124 \| Messages API (adaptive thinking, `output_config`) \| `scripts/provider-matrix.ts` \|
	16	+\| Google Gemini \| [gemini.md](provider-research/gemini.md) \| [gemini.models.json](provider-research/gemini.models.json) (19) \| `@google/genai` 2.21 \| `generateContentStream` (thinkingLevel/budget per family, thought signatures) \| `research/gemini/` \|
	17	+\| xAI \| [xai.md](provider-research/xai.md) \| [xai.models.json](provider-research/xai.models.json) (7) \| `openai` 7.10 with `baseURL https://api.x.ai/v1` \| Chat Completions (+ `/v1/responses` for server-side web search) \| `research/xai/` \|
	18	+
	19	+The verified behaviour is encoded in code, not prose:
	20	+
	21	+- `src/lib/ai/providers/<provider>/catalog*.ts` — capability sheets, parameter support, pricing, lifecycle.
	22	+- `src/lib/ai/providers/<provider>/index.ts` — request translation that only sends what the model accepts.
	23	+- `docs/provider-test-matrix.md` — generated by `pnpm providers:matrix` from live requests.
	24	+
	25	+## Re-audit procedure (before every release)
	26	+
	27	+1. `pnpm models:sync` — refresh the registry from the live listing endpoints; check `model_sync_runs` for removed/added ids.
	28	+2. Re-fetch the docs pages linked at the bottom of each report; update the catalog data when parameters, limits or prices moved.
	29	+3. `pnpm providers:matrix` — must be all ✅; investigate any ❌ before shipping.
	30	+4. Bump `Last documentation audit` in this file and in each report.

added docs/provider-research/anthropic.md +41 −0

		`@@ -0,0 +1,41 @@`
	1	+# Anthropic — provider research
	2	+
	3	+Last documentation audit: 2026-09-08 — sources: Claude Platform docs (Messages API, Models API, extended thinking,
	4	+structured outputs, tool use, prompt caching, pricing, errors), the bundled `claude-api` reference (models table cached
	5	+2026-06-24), SDK type definitions of `@anthropic-ai/sdk` 0.124.0, and live probes with the owner key (`scripts/provider-matrix.ts`
	6	+and `GET /v1/models`).
	7	+
	8	+## Endpoint, auth, SDK
	9	+- Base URL `https://api.anthropic.com`; headers `x-api-key`, `anthropic-version: 2023-06-01`. Invalid key → 401 `authentication_error`.
	10	+- SDK `@anthropic-ai/sdk` 0.124.0 (`client.messages.create({stream:true})` returns an async iterable of raw events; `client.models.list()` auto-paginates; `client.messages.countTokens`).
	11	+- Timeouts: SDK default 10 min; PolyLLM uses 10 min for chats, 20 s for validation/listing; SDK retries 1 (PolyLLM never retries mid-stream).
	12	+
	13	+## Models API (live capability metadata — verified)
	14	+`GET /v1/models` returns `id, display_name, created_at, max_input_tokens, max_tokens, capabilities` with
	15	+`thinking.types.{adaptive,enabled}`, `effort.{low,medium,high,xhigh,max}`, `image_input`, `pdf_input`, `structured_outputs`,
	16	+`code_execution`, `citations`, `batch`, `context_management`. 11 models for this key: `claude-fable-5-1`, `claude-opus-5`,
	17	+`claude-sonnet-5`, `claude-fable-5`, `claude-opus-4-8`, `claude-opus-4-7`, `claude-sonnet-4-6`, `claude-opus-4-6`,
	18	+`claude-opus-4-5-20251101`, `claude-haiku-4-5-20251001`, `claude-sonnet-4-5-20250929`. Aliases (`claude-haiku-4-5`) resolve to dated snapshots.
	19	+All current models: 1M context (Haiku 4.5: 200k), 128k max output (Haiku 4.5: 64k).
	20	+
	21	+## Verified rules encoded in the adapter
	22	+- Adaptive-only generations (`thinking.types.enabled.supported === false`: Fable 5/5.1, Opus 5/4.8/4.7, Sonnet 5) reject
	23	+ `temperature`/`top_p`/`top_k` (400) and `budget_tokens`; the adapter exposes none of them. Effort via `output_config.effort`.
	24	+ Sending `thinking:{type:"adaptive"}` to Haiku 4.5 → 400 `adaptive thinking is not supported on this model` (probed) → Haiku uses `{type:"enabled", budget_tokens}` (≥1024, < max_tokens).
	25	+- Fable 5.x: thinking always on, `{type:"disabled"}` → 400; forced `tool_choice` `any`/`tool` → 400 on Fable 5.1 (adapter downgrades to `auto`).
	26	+- Adaptive thinking decides when to think: trivial prompts produce no thinking block and 0 thinking tokens even at effort `high` (probed on Sonnet 5); a harder prompt produced 3.5k thinking tokens with `display:"summarized"`.
	27	+- Streaming events: `message_start` (input usage incl. cache), `content_block_start/delta/stop` with `text_delta`, `thinking_delta`,
	28	+ `signature_delta`, `input_json_delta`, `citations_delta`; `message_delta` carries `stop_reason` (`end_turn\|max_tokens\|stop_sequence\|tool_use\|pause_turn\|refusal\|model_context_window_exceeded`),
	29	+ `usage.output_tokens` and `usage.output_tokens_details.thinking_tokens`; `stop_details` on refusal.
	30	+- Tools: `tools[{name, description, input_schema, strict}]`; tool results as `tool_result` blocks in a user turn; thinking blocks replayed with signature only on the same model.
	31	+- Server tools: `web_search_20260209` (Opus 5/4.8/4.7/4.6, Sonnet 5/4.6; not combinable with `code_execution_20260521`), `web_search_20250305` for older models.
	32	+- Structured output: `output_config.format = { type: "json_schema", schema }` (Opus 4.7+, Sonnet 5, Fable — `structured_outputs.supported`).
	33	+- Files: PDF as `document` (base64), text files as `document` with `text/plain` source; images base64 `image` blocks.
	34	+- Errors: `{type:"error", error:{type, message}}`: `authentication_error`, `permission_error`, `not_found_error`, `rate_limit_error`, `overloaded_error` (529, retryable), `billing_error`, `request_too_large`, `invalid_request_error`.
	35	+- Pricing (USD/M, first-party): Fable 5.1 10/50 (cache read 0.25), Opus 5 5/25, Sonnet 5 2/10, Sonnet 4.6 3/15, Haiku 4.5 1/5 — see `catalog.ts`; cache reads 10 % of input.
	36	+- Prompt caching: `cache_control` (not used by PolyLLM v0.1; usage reports `cache_read_input_tokens`, folded into cached tokens).
	37	+
	38	+## Probe results (2026-09-08, `pnpm providers:matrix`)
	39	+Auth ✅ · Model list ✅ (11) · Text ✅ · Streaming ✅ · System ✅ · Vision ✅ (64×64 PNG → "Red") · Tools ✅ (streamed `input_json_delta`, args rebuilt) ·
	40	+Structured output ✅ · Reasoning ✅ (Sonnet 5, effort high, 3 558 thinking tokens, summary streamed) · Token usage ✅ · Invalid key ✅ (401) ·
	41	+Error normalization ✅ (unknown model → `not_found_error` → MODEL_NOT_FOUND) · Long response ✅ (407 words).

added docs/provider-research/gemini.md +302 −0

		`@@ -0,0 +1,302 @@`
	1	+# Google Gemini (Gemini Developer API) — provider research for PolyLLM
	2	+
	3	+Last documentation audit: 2026-09-08. SDK probed: `@google/genai` 2.21.0 (Node 25.9, tsx 4.23). Probe scripts and raw outputs: `research/gemini/.ts`, `research/gemini/out/.json` (keys redacted). Key used: free-tier `AQ.`-style ("auth") key.
	4	+
	5	+> Headline for the adapter: `generateContent` / `streamGenerateContent` remain fully supported but Google now labels them legacy and documents everything on the new Interactions API (`ai.interactions.create`, GA June 2026, "recommended for all new projects", all new features land there first). This audit targets `generateContent` (what the SDK's `ai.models.*` uses) and notes Interactions where relevant.
	6	+
	7	+---
	8	+
	9	+## 1. Endpoint, auth, headers
	10	+
	11	+\| Item \| Value (verified by probe unless marked docs) \|
	12	+\|---\|---\|
	13	+\| Base URL \| `https://generativelanguage.googleapis.com` \|
	14	+\| API version \| `v1beta` (SDK default; needed for computer use / MCP / preview features). `v1` also works: probed `gemini-3.8-flash` + `thinkingLevel` on `v1` -> OK. Select via `new GoogleGenAI({ apiKey, httpOptions: { apiVersion: "v1" } })`. \|
	15	+\| Auth header \| `x-goog-api-key: <key>` (works with `AQ.` keys). `?key=` query param also works (200). `Authorization: Bearer <api key>` does NOT work: 401 `UNAUTHENTICATED`, reason `ACCESS_TOKEN_TYPE_UNSUPPORTED` (Bearer is only for the OpenAI-compat endpoint). \|
	16	+\| Other headers \| `Content-Type: application/json`. No rate-limit headers are returned (only `server-timing`, `vary`, `alt-svc`). \|
	17	+\| Key formats \| New keys created in AI Studio are "auth keys" bound to a service account (`AQ.` prefix). Docs: standard (legacy) keys will be rejected after September 2026 — expect BYOK users with old keys to break. Leaked keys: `"Your API key was reported as leaked. Please use another API key."` \|
	18	+\| SDK env vars \| `GEMINI_API_KEY` or `GOOGLE_API_KEY` (`GOOGLE_API_KEY` wins if both). Pass `apiKey` explicitly in a BYOK app. \|
	19	+\| OpenAI-compat \| `https://generativelanguage.googleapis.com/v1beta/openai/` with `Authorization: Bearer <key>`; `reasoning_effort` maps to thinking levels (3.x) or budgets 1024/8192/24576 (2.5); Gemini extras via `extra_body.google.*`. Beta. Not probed. \|
	20	+
	21	+Docs: https://ai.google.dev/gemini-api/docs/api-key , https://ai.google.dev/gemini-api/docs/api-versions , https://ai.google.dev/gemini-api/docs/openai
	22	+
	23	+## 2. SDK
	24	+
	25	+```bash
	26	+pnpm add @google/genai@latest # 2.21.0 on 2026-09-08; Node >= 20 (3.x will require Node 22+)
	27	+```
	28	+```ts
	29	+import { GoogleGenAI } from "@google/genai";
	30	+const ai = new GoogleGenAI({ apiKey, httpOptions: { timeout: 120_000 /* ms */, apiVersion: "v1beta" } });
	31	+```
	32	+- `ai.models.generateContent / generateContentStream / countTokens / list / get`, `ai.chats.create` (client-side history helper), `ai.caches`, `ai.files`, `ai.batches`, `ai.live`, `ai.interactions` (new), `mcpToTool()`.
	33	+- Errors: `ApiError { name: "ApiError", status: <http>, message: <JSON string of the body> }` — message is the raw `{"error":{code,message,status,details}}` JSON; parse it. Retries: `httpOptions.retryOptions` exists (defaults not documented for JS).
	34	+- `config.abortSignal` supported on generate calls.
	35	+- Legacy `@google/generative-ai` is deprecated (since 2025-11-30) — do not use.
	36	+- SDK-side guard: `toolConfig.functionCallingConfig.streamFunctionCallArguments` throws `"streamFunctionCallArguments parameter is only supported in Gemini Enterprise Agent Platform mode, not in Gemini Developer API mode."` (no partial-args streaming on the Developer API).
	37	+
	38	+Docs: https://github.com/googleapis/js-genai , https://ai.google.dev/gemini-api/docs/libraries
	39	+
	40	+## 3. generateContent / streamGenerateContent
	41	+
	42	+REST: `POST /v1beta/models/{model}:generateContent` and `POST /v1beta/models/{model}:streamGenerateContent?alt=sse`.
	43	+
	44	+Request body: `contents[]` (`{role:"user"\|"model", parts:[...]}`), `systemInstruction` (`{parts:[{text}]}`), `tools[]`, `toolConfig`, `safetySettings[]`, `generationConfig`, `cachedContent`, `serviceTier`, `store`.
	45	+Response: `candidates[0].content.parts[]`, `candidates[0].finishReason`, `usageMetadata`, `modelVersion`, `responseId`, `promptFeedback`, `modelStatus`.
	46	+
	47	+Part fields seen in probes: `text`, `thought: true` (thought summary), `thoughtSignature` (base64 string, 300–700 chars), `functionCall {name, args, id}`, `functionResponse`, `inlineData {mimeType, data}`, `fileData {fileUri, mimeType}`, `executableCode {language:"PYTHON", code, id}`, `codeExecutionResult {outcome:"OUTCOME_OK", output, id}`.
	48	+
	49	+FinishReason enum (SDK 2.21): `STOP, MAX_TOKENS, SAFETY, RECITATION, LANGUAGE, OTHER, BLOCKLIST, PROHIBITED_CONTENT, SPII, MALFORMED_FUNCTION_CALL, IMAGE_SAFETY, UNEXPECTED_TOOL_CALL, TOO_MANY_TOOL_CALLS, IMAGE_PROHIBITED_CONTENT, NO_IMAGE, IMAGE_RECITATION, IMAGE_OTHER`.
	50	+
	51	+Docs: https://ai.google.dev/api/generate-content , https://ai.google.dev/gemini-api/docs/text-generation
	52	+
	53	+### 3.1 Streaming protocol (verified)
	54	+
	55	+- REST with `alt=sse`: `Content-Type: text/event-stream`; each event is `data: {GenerateContentResponse JSON}` terminated by CRLF CRLF (`\r\n\r\n`); no `event:` lines, no `[DONE]` sentinel — the stream simply ends. Errors before the first token come back as a normal HTTP error status (400 etc.) but still with `text/event-stream` content type and a JSON `{error}` body — check `res.ok` before parsing SSE.
	56	+- REST without `alt=sse`: `application/json` JSON array of responses (`[{...},{...}]`) streamed incrementally — avoid.
	57	+- SDK: `for await (const chunk of await ai.models.generateContentStream({...}))`, each chunk is a full `GenerateContentResponse` (`chunk.text` getter concatenates non-thought text).
	58	+- Chunk shape observed (Gemini 3.x Flash): 2–4 chunks for short answers. With `includeThoughts: true` the first chunk carries `parts:[{text:"…", thought:true}]`; then text chunks; the last chunk has `finishReason` and typically an empty text part carrying `thoughtSignature` (`{text:"", thoughtSignature:"…"}`) — do not render it as text, but keep it if you replay history.
	59	+- `usageMetadata` is present on every chunk. On 3.5/3.6 Flash the first chunk has only `promptTokenCount/totalTokenCount/promptTokensDetails/serviceTier`; subsequent chunks have the full set (`candidatesTokenCount`, `thoughtsTokenCount`). On 3.7 Flash all chunks were full. Rule: take usage from the last chunk.
	60	+- Function calls stream as a single chunk: `parts:[{functionCall:{name,args,id:"call_…"}, thoughtSignature:"…"}]`, followed by a final chunk with an empty `text` part and `finishReason:"STOP"` (not `FUNCTION_CALL`). Args are complete (never partial).
	61	+
	62	+### 3.2 usageMetadata fields
	63	+`promptTokenCount`, `candidatesTokenCount`, `thoughtsTokenCount` (absent when 0), `cachedContentTokenCount` (absent when 0), `toolUsePromptTokenCount`, `totalTokenCount` (= prompt + candidates + thoughts), `promptTokensDetails[{modality:"TEXT"\|"IMAGE"\|…, tokenCount}]`, `cacheTokensDetails[]`, `candidatesTokensDetails[]`, `serviceTier:"standard"`. Thinking tokens are billed as output.
	64	+
	65	+### 3.3 Exact SDK code that worked
	66	+
	67	+```ts
	68	+const stream = await ai.models.generateContentStream({
	69	+ model: "gemini-3.5-flash-lite",
	70	+ contents: [{ role: "user", parts: [{ text: "Count from 1 to 12, then say DONE." }] }],
	71	+ config: {
	72	+ systemInstruction: "You are terse.",
	73	+ maxOutputTokens: 2000, // includes thinking tokens!
	74	+ thinkingConfig: { includeThoughts: true, thinkingLevel: "LOW" }, // never combine with thinkingBudget
	75	+ },
	76	+});
	77	+let usage;
	78	+for await (const chunk of stream) {
	79	+ for (const part of chunk.candidates?.[0]?.content?.parts ?? []) {
	80	+ if (part.thought) emitReasoning(part.text);
	81	+ else if (part.text) emitText(part.text); // may be "" on the final signature-only part
	82	+ if (part.functionCall) emitToolCall(part.functionCall.id, part.functionCall.name, part.functionCall.args, part.thoughtSignature);
	83	+ }
	84	+ if (chunk.candidates?.[0]?.finishReason) finish = chunk.candidates[0].finishReason;
	85	+ usage = chunk.usageMetadata ?? usage; // last chunk wins
	86	+}
	87	+```
	88	+
	89	+## 4. generationConfig parameter support (probed matrix)
	90	+
	91	+Probed with `maxOutputTokens: 1500` on the models the free-tier key can call. Legend: OK / 400 "…" = exact server message / — = not probed (quota).
	92	+
	93	+\| param \| 3.8-flash \| 3.5-flash \| 3.5-flash-lite \| 3.1-flash-lite \| 3-flash-preview \| gemma-4-31b-it \|
	94	+\|---\|---\|---\|---\|---\|---\|---\|
	95	+\| temperature 0 / 1.5 / 2 \| OK \| OK \| OK \| OK \| OK \| 2 OK; 0,1.5 → 500 INTERNAL (flaky) \|
	96	+\| temperature 2.5 \| 400 `* GenerateContentRequest.generation_config.temperature: temperature must be in the range [0.0, 2.0].` \| same \| same \| same \| same \| same \|
	97	+\| topP 0.9 \| OK \| OK \| OK \| OK \| OK \| 500 INTERNAL (flaky) \|
	98	+\| topK 40 \| — \| OK \| OK \| OK \| OK \| OK \|
	99	+\| seed 42 \| — \| OK \| OK \| OK \| OK \| OK \|
	100	+\| stopSequences ["DONE"] \| — \| OK (stopped before DONE) \| OK \| OK \| OK \| 500 INTERNAL (flaky) \|
	101	+\| frequencyPenalty 0.5 \| — \| 400 `Penalty is not enabled for this model` \| same \| same \| same \| same \|
	102	+\| presencePenalty 0.5 \| — \| 400 `Penalty is not enabled for this model` \| same \| same \| same \| same \|
	103	+\| candidateCount 2 \| 400 `Multiple candidates is not enabled for this model` \| same \| same \| same \| same \| same \|
	104	+\| responseMimeType application/json \| — \| OK \| OK \| OK \| OK \| 500 (flaky) \|
	105	+\| responseSchema (OpenAPI, `OBJECT/STRING`) \| — \| OK \| OK \| OK \| OK \| OK \|
	106	+\| responseJsonSchema (JSON Schema) \| — \| OK \| OK \| OK \| OK \| OK \|
	107	+\| responseMimeType text/x.enum + enum schema \| — \| OK (`blue`) \| OK \| OK \| OK \| OK \|
	108	+\| thinkingConfig.thinkingBudget 0 \| — \| OK (0 thoughts) \| 400 `Request contains an invalid argument.` \| OK \| OK \| 400 `Thinking budget is not supported for this model.` \|
	109	+\| thinkingBudget 1024 / -1 \| — \| — \| OK / OK \| OK / OK \| OK / OK (-1 → 1436 thought tokens) \| 400 same \|
	110	+\| includeThoughts true \| — \| OK (thought parts) \| OK \| OK \| OK \| 500 (flaky) \|
	111	+\| thinkingLevel MINIMAL \| docs: error \| — \| OK (0 thoughts) \| OK (0) \| OK (0) \| 500 (flaky) \|
	112	+\| thinkingLevel LOW / MEDIUM / HIGH \| — \| — \| OK \| OK \| HIGH, MEDIUM OK; LOW — \| 400 `Thinking level is not supported for this model.` (HIGH → 500) \|
	113	+\| thinkingLevel + thinkingBudget \| — \| — \| 400 `You can only set only one of thinking budget and thinking level.` \| same \| same \| same \|
	114	+\| responseLogprobs/logprobs \| 400 `Logprobs is not enabled for this model` \| — \| same \| same \| — \| same \|
	115	+
	116	+Notes:
	117	+- Sampling deprecation: changelog 2026-07-21 — "The sampling parameters `temperature`, `top_p` and `top_k` are now deprecated" (for 3.6 Flash / 3.5 Flash-Lite onward; the 3.8 guide says "Strip `temperature`, `top_p`, and `top_k` from generation configs"). They are still accepted by `generateContent` (probed) but Google recommends not sending them; Gemini 3 guide: "strongly recommend keeping the temperature parameter at its default value of 1.0" (lower values can cause looping). Adapter: default to not sending temperature/topP/topK for Gemini 3.x unless the user overrides.
	118	+- Default temperature/topP/topK reported by the models endpoint: 1 / 0.95 / 64 (maxTemperature 2) for all Gemini text models.
	119	+- `maxOutputTokens` includes thinking tokens: `gemini-3.8-flash` with `maxOutputTokens: 100` returned empty text, `finishReason: MAX_TOKENS`, `thoughtsTokenCount: 97`. Give thinking models a generous budget (>= 1024 + expected answer) or disable thinking.
	120	+- `stopSequences` are honoured but the stop string itself is stripped.
	121	+
	122	+## 5. Reasoning controls per family
	123	+
	124	+\| Family \| Default \| Controls \| Probe evidence \|
	125	+\|---\|---\|---\|---\|
	126	+\| Gemini 3.8 / 3.7 Flash \| `thinkingLevel` medium \| `low, medium, high`; `minimal` → error (docs). `thinkingBudget` still accepted "for backward compatibility" per Gemini 3 guide but 3.8 guide says replace it. Cannot be disabled. \| 3.8: thoughts 199–330 on trivial prompts. \|
	127	+\| Gemini 3.6 Flash \| medium \| `minimal, low, medium, high` \| stream has thought part first. \|
	128	+\| Gemini 3.5 Flash \| medium (docs) \| all four levels (docs); `thinkingBudget: 0` does disable (probed). \| thoughts 136–515 by default. \|
	129	+\| Gemini 3.5 Flash-Lite / 3.1 Flash-Lite \| minimal (off) \| all four levels; `thinkingBudget` 1024 / -1 OK; `thinkingBudget: 0` rejected on 3.5-lite (use MINIMAL) but OK on 3.1-lite. \| thoughts 0 unless requested. \|
	130	+\| Gemini 3 Flash Preview / 3.1 Pro Preview \| high (dynamic) \| `minimal, low, medium, high`; budgets 0/1024/-1 OK on 3-flash-preview. \| \|
	131	+\| Gemini 2.5 Pro / Flash / Flash-Lite \| on / on / off \| `thinkingBudget` (Pro 128–32768 cannot disable; Flash 0–24576; Lite 512–24576; -1 dynamic) + `thinkingLevel` low/medium/high (docs). \| Not callable with new keys (404) — docs only. \|
	132	+\| Gemma 4 \| thinks by default \| no control: both `thinkingBudget` and `thinkingLevel` → 400. \| thoughts 47–430. \|
	133	+
	134	+- `includeThoughts: true` → thought summaries as parts with `thought: true` (streamed first). Raw reasoning is never returned.
	135	+- Thinking tokens: `usageMetadata.thoughtsTokenCount`, billed at the output rate.
	136	+- SDK enum: `ThinkingLevel.MINIMAL\|LOW\|MEDIUM\|HIGH` (strings `"MINIMAL"`… accepted; Interactions API uses lowercase).
	137	+
	138	+Docs: https://ai.google.dev/gemini-api/docs/thinking , https://ai.google.dev/gemini-api/docs/gemini-3 , https://ai.google.dev/gemini-api/docs/latest-model
	139	+
	140	+### 5.1 Thought signatures (critical for tool calling)
	141	+- Gemini 3.x attaches `thoughtSignature` to the functionCall part (and to the last text/empty part of a text answer, and to `executableCode` parts).
	142	+- Function calling is strict: replaying the model turn without the signature → 400 `INVALID_ARGUMENT`: `Function call is missing a thought_signature in functionCall parts. This is required for tools to work correctly, and missing thought_signature may lead to degraded model performance. Additional data, function call `default_api:get_weather` , position 2. Please refer to https://ai.google.dev/gemini-api/docs/thought-signatures for more details.` (probed on gemini-3.7-flash).
	143	+- Echoing the real signature → OK. The documented escape hatch `thoughtSignature: "skip_thought_signature_validator"` on the functionCall part → accepted (probed) — useful when importing history from another provider.
	144	+- Text-only multi-turn without signatures works (probed): signatures on text parts are optional.
	145	+- Adapter rule: persist `thoughtSignature` alongside each tool call (and ideally each assistant part) in the conversation store and replay it verbatim in `contents`.
	146	+
	147	+## 6. Tool calling (function declarations)
	148	+
	149	+```ts
	150	+const tools = [{ functionDeclarations: [{
	151	+ name: "get_weather", description: "Get weather for a city.",
	152	+ parametersJsonSchema: { type: "object", properties: { city: { type: "string" } }, required: ["city"] }, // JSON Schema (lowercase types)
	153	+ // or legacy: parameters: { type: "OBJECT", properties: { city: { type: "STRING" } }, required: ["city"] }
	154	+}]}];
	155	+// model turn → parts: [{ functionCall: { name, args, id: "call_88210" }, thoughtSignature }]
	156	+// reply:
	157	+contents.push({ role: "model", parts: modelPartsVerbatim }); // keep thoughtSignature!
	158	+contents.push({ role: "user", parts: [{ functionResponse: { name, id, response: { /* any JSON object */ } } }] });
	159	+```
	160	+- `toolConfig.functionCallingConfig`: `mode: AUTO \| ANY \| NONE \| VALIDATED`, `allowedFunctionNames[]`. `ANY` + `allowedFunctionNames` probed OK on 3.6 Flash (forced call).
	161	+- Parallel calls arrive as multiple `functionCall` parts in one turn; send all `functionResponse` parts in one user turn (same order).
	162	+- `functionCall.id` is present on 3.x (`call_NNNNN`); echo it in `functionResponse.id`.
	163	+- Built-in tools can be combined with function declarations on Gemini 3 (not on 2.5). Structured output + tools also allowed on Gemini 3.
	164	+- SDK automatic function calling exists (`config.automaticFunctionCalling`) — disable it in a UI adapter (`{ disable: true }`) to keep control of the loop.
	165	+- MCP: `mcpToTool(client)` in the SDK (experimental) and server-side `tools:[{ mcpServers: [...] }]` (v1beta, docs: HTTP transport only).
	166	+
	167	+Docs: https://ai.google.dev/gemini-api/docs/function-calling (now Interactions-only; legacy shapes verified by probe and SDK types)
	168	+
	169	+## 7. Structured output / JSON schema
	170	+- `responseMimeType: "application/json"` alone → valid JSON of free shape (one model returned an array).
	171	+- `responseJsonSchema` (standard JSON Schema: lowercase types, `additionalProperties`, `anyOf`, `$ref:"#"`, `enum`, `format` date/time, `minimum/maximum`, `items/prefixItems/minItems/maxItems`) → preferred; probed OK on all callable models incl. Gemma 4.
	172	+- `responseSchema` (legacy OpenAPI `Schema` with uppercase `TYPE`s, `propertyOrdering`) → still OK. Don't send both.
	173	+- `responseMimeType: "text/x.enum"` + `{type:"STRING", enum:[…]}` → bare enum value (probed).
	174	+- Works together with thinking (JSON is in non-thought parts) and, on Gemini 3, with tools.
	175	+
	176	+Docs: https://ai.google.dev/gemini-api/docs/structured-output
	177	+
	178	+## 8. Modalities
	179	+\| Modality \| How \| Limits / notes \|
	180	+\|---\|---\|---\|
	181	+\| Image in \| `inlineData {mimeType, data(base64)}` or `fileData {fileUri}`; PNG/JPEG/WebP/HEIC/HEIF; inline request total <= 20 MB; up to 3,600 images \| Probed 2x2 PNG → `promptTokensDetails IMAGE 1089` tokens on 3.8/3.5 Flash (Gemini 3 default media resolution is high; docs' "258 tokens" applies to older models / low res). Use `mediaResolution` to cut cost. \|
	182	+\| PDF \| `inlineData application/pdf` or Files API; <= 50 MB, <= 1000 pages, ~258 tokens/page \| Not probed. \|
	183	+\| Audio in \| wav/mp3/aiff/aac/ogg/flac/m4a/opus/webm…; 32 tokens/s; <= 9.5 h/prompt; >20 MB via Files API \| Not probed. \|
	184	+\| Video in \| inline <100 MB, Files API up to 2 GB (free) / 20 GB (paid), YouTube URLs via `fileData.fileUri`; ~100 tok/s low / 300 tok/s high res; 3.5+ have "agentic" video mode \| Not probed. \|
	185	+\| Audio out \| Not via chat models. TTS models (`gemini-3.1-flash-tts-preview`, `gemini-2.5-*-preview-tts`) with `responseModalities:["AUDIO"]` + `speechConfig` → `inlineData audio/L16 24 kHz PCM`; 32k context; Live API (`bidiGenerateContent`, WebSocket) for realtime voice. \| Not probed. \|
	186	+\| Image out \| Image models only (`gemini-3.1-flash-image`, `gemini-3.1-flash-lite-image`, `gemini-3-pro-image`, `gemini-2.5-flash-image`), `responseModalities:["TEXT","IMAGE"]`, `imageConfig {aspectRatio, imageSize "512px"/"1K"/"2K"/"4K"}` → `inlineData image/png`; SynthID watermark; priced per image (~$0.045–0.151). \| Not probed. \|
	187	+\| Video out \| `gemini-omni-1.1-flash` / `gemini-omni-flash-preview` (paid tier only), Veo 3.1 via `predictLongRunning`. \| Not chat models. \|
	188	+
	189	+Docs: image-understanding, document-processing, audio, video-understanding, speech-generation, image-generation, files pages under https://ai.google.dev/gemini-api/docs/
	190	+
	191	+## 9. Files API
	192	+`ai.files.upload({file, config:{mimeType}})` → `{uri, mimeType, state}`; poll until `ACTIVE`; reference with `fileData:{fileUri, mimeType}`. 48 h retention, 2 GB/file, 20 GB/project. Use when the request exceeds 20 MB (100 MB for video per newer docs). Not probed.
	193	+
	194	+## 10. System instruction
	195	+`config.systemInstruction` (string or `Content`) — probed OK on 3.5/3.6/3.7/3.8 Flash ("BLUE" uppercase obeyed). Not probed on Gemma 4 (historically Gemma rejected developer instructions on this API; Gemma 4 docs say the system role is now supported — verify before enabling).
	196	+
	197	+## 11. Conversation state
	198	+- `generateContent` is stateless: send the full `contents` history each turn (`ai.chats` is a client-side helper only).
	199	+- Server-side state exists only in the Interactions API (`previous_interaction_id`, `store` default true; paid tier retains 55 days, free 1 day). Probed `ai.interactions.create({model, input, generation_config:{thinking_level:"low"}, store:false})` → works with this key; response has `steps[]`, `output_text`, `usage{total_input_tokens,total_output_tokens,total_thought_tokens,total_cached_tokens,total_tool_use_tokens}`. Consider it for a later "Gemini v2" adapter; it lacks Batch, explicit caching and custom safety settings today.
	200	+
	201	+## 12. Context caching
	202	+- Implicit caching is on by default for 2.5+ (min 4,096 tokens on 3.x Flash / 3.1 Pro, 2,048 on 2.5); savings show as `usageMetadata.cachedContentTokenCount`; cached input billed at ~10 % (e.g. 3.8 Flash $0.075/M). Put static content first.
	203	+- Explicit: `ai.caches.create({model, config:{contents, systemInstruction, tools, ttl:"300s"\|expireTime, displayName}})` → pass `config.cachedContent = cache.name`. Models with `createCachedContent` in `supportedGenerationMethods` (all Gemini text models; not Gemma/omni). Storage $0.50–4.50 /M tokens/hour. Probe on 2.5-flash hit the 404 (model gone); not re-probed.
	204	+
	205	+Docs: https://ai.google.dev/gemini-api/docs/caching , https://ai.google.dev/api/caching
	206	+
	207	+## 13. Built-in tools
	208	+- Google Search grounding: `tools:[{googleSearch:{}}]`. Response `candidates[0].groundingMetadata { webSearchQueries[], searchEntryPoint{renderedContent: HTML chip — must be displayed per ToS}, groundingChunks[{web:{uri,title}}], groundingSupports[{segment{startIndex,endIndex,text}, groundingChunkIndices[], confidenceScores[]}] }` (docs + SDK types; probe hit 429 on both attempts — unverified). Pricing: 3.x — 5,000 free requests/month shared, then $14/1,000; 2.5 — 1,500 free RPD then $35/1,000. Legacy `googleSearchRetrieval` only for 1.5.
	209	+- URL context: `tools:[{urlContext:{}}]`, <= 20 URLs, 34 MB each, `candidates[0].urlContextMetadata`; billed as input tokens.
	210	+- Code execution: `tools:[{codeExecution:{}}]` probed OK on 3.6 Flash → parts `executableCode{language:"PYTHON", code, id}` + `codeExecutionResult{outcome:"OUTCOME_OK", output, id}` (both also carry `thoughtSignature`), then text. 30 s runtime, matplotlib only for plots, billed as tokens.
	211	+- File Search (RAG): stores + `tools:[{fileSearch:{fileSearchStoreNames:[…]}}]`, citations with `media_id`/page numbers; indexing $0.15/M embedding tokens, storage free. Not probed.
	212	+- Computer use: `tools:[{computerUse:{environment:"browser"\|"mobile"\|"desktop"}}]` on 3.8/3.7/3.5 Flash(-Lite) (preview, documented for Interactions). Not probed.
	213	+- Google Maps grounding, MCP servers tool: v1beta. Not probed.
	214	+
	215	+## 14. Safety settings
	216	+`safetySettings:[{category, threshold}]`; categories `HARM_CATEGORY_HARASSMENT \| HATE_SPEECH \| SEXUALLY_EXPLICIT \| DANGEROUS_CONTENT` (+ `CIVIC_INTEGRITY` in SDK enum); thresholds `OFF \| BLOCK_NONE \| BLOCK_ONLY_HIGH \| BLOCK_MEDIUM_AND_ABOVE \| BLOCK_LOW_AND_ABOVE`. Default for 2.5/3 models is OFF. Blocked prompt → `promptFeedback.blockReason` (`SAFETY\|OTHER\|BLOCKLIST\|PROHIBITED_CONTENT\|IMAGE_SAFETY`) with no candidates; blocked answer → `finishReason: SAFETY` + `safetyRatings`. Probe was routed to 2.5-flash-lite (404) — not re-probed. Not supported on the Interactions API.
	217	+
	218	+## 15. Rate limits and tiers
	219	+- Tiers: Free, Tier 1 (billing linked), Tier 2 ($100 spent + 3 days), Tier 3 ($1,000 + 30 days). Dimensions: RPM, TPM (input), RPD (resets midnight Pacific) + rolling 10-minute spend caps ($10/$50/$200). Per-model tables are only shown in AI Studio (`https://aistudio.google.com/rate-limit`), not in docs.
	220	+- Observed free-tier quotas (from 429 `google.rpc.QuotaFailure` details): `GenerateRequestsPerDayPerProjectPerModel-FreeTier` quotaValue 20 for `gemini-3.8-flash`; per-minute quota trips after ~5–10 requests; `gemini-3.1-pro`, `gemini-pro-latest`, `gemini-omni-` → limit 0 (paid only). Quotas are per model, so parallelising across models is fine.
	221	+- 429 body includes `details[]`: `google.rpc.Help`, `google.rpc.QuotaFailure{violations[{quotaMetric, quotaId, quotaDimensions{model,location}, quotaValue}]}`, `google.rpc.RetryInfo{retryDelay:"24s"}` → honour `retryDelay`.
	222	+- 503 `UNAVAILABLE` "This model is currently experiencing high demand…" was frequent on 3.8-flash and gemini-flash-latest (transient; retry with backoff). Gemma 4 returned 500 `INTERNAL` on ~50 % of calls (retry).
	223	+
	224	+Docs: https://ai.google.dev/gemini-api/docs/rate-limits
	225	+
	226	+## 16. Errors
	227	+Body: `{"error":{"code":<http>,"message":"…","status":"<grpc status>","details":[…]}}`. Seen:
	228	+
	229	+\| HTTP \| status \| Example \|
	230	+\|---\|---\|---\|
	231	+\| 400 \| INVALID_ARGUMENT \| temperature range, `Penalty is not enabled for this model`, `Multiple candidates is not enabled for this model`, `Logprobs is not enabled for this model`, `You can only set only one of thinking budget and thinking level.`, missing thought_signature, `Request contains an invalid argument.` \|
	232	+\| 401 \| UNAUTHENTICATED \| invalid key: `Request had invalid authentication credentials. Expected OAuth 2 access token, login cookie or other valid authentication credential…`, `details[0].reason: "ACCESS_TOKEN_TYPE_UNSUPPORTED"`. (Docs list 400 `API_KEY_INVALID` for malformed keys — with `AQ.`-style bogus key we got 401.) \|
	233	+\| 403 \| PERMISSION_DENIED \| key lacks permission / wrong project (docs) \|
	234	+\| 404 \| NOT_FOUND \| unknown model: `models/gemini-9-ultra is not found for API version v1beta, or is not supported for generateContent. Call ModelService.ListModels…`; retired-for-new-users: `This model models/gemini-2.5-flash is no longer available to new users. Please update your code to use models/gemini-3.6-flash for the latest features and improvements. We recommend you to use the Interactions API.` \|
	235	+\| 429 \| RESOURCE_EXHAUSTED \| quota (see §15) \|
	236	+\| 500 \| INTERNAL \| `Internal error encountered.` (Gemma 4, transient) \|
	237	+\| 503 \| UNAVAILABLE \| high demand \|
	238	+\| 504 \| DEADLINE_EXCEEDED \| docs \|
	239	+
	240	+Retry: exponential backoff with jitter on 429/500/503/504 (and network), honour `RetryInfo.retryDelay`; never retry 400/401/403/404. Streaming errors mid-stream: SDK throws from the iterator. Timeouts: set `httpOptions.timeout` (ms); long outputs with thinking can take >60 s — use 120 s+ for streaming.
	241	+
	242	+Docs: https://ai.google.dev/gemini-api/docs/troubleshooting , https://ai.google.dev/gemini-api/docs/api-errors (now describes Interactions snake_case codes)
	243	+
	244	+## 17. Token counting
	245	+`ai.models.countTokens({model, contents})` → `{totalTokens}` (free, no quota cost documented). REST `:countTokens` with `generateContentRequest{contents, systemInstruction, tools}` counts everything (probed: 11 tokens text-only → 51 with system + tool) and returns `promptTokensDetails`. Rules of thumb: ~4 chars/token; image 258 tokens (<=384 px) or per 768 px tile — but Gemini 3 high res gave 1,089 for a tiny PNG; audio 32 tok/s; video ~100–300 tok/s.
	246	+
	247	+## 18. Model listing
	248	+`GET /v1beta/models?pageSize=1000` (paginated via `nextPageToken`; SDK `ai.models.list()` / `ai.models.get({model})`). 54 models on 2026-09-08. Fields: `name`, `version`, `displayName`, `description`, `inputTokenLimit`, `outputTokenLimit`, `supportedGenerationMethods[]` (SDK renames to `supportedActions`), `temperature`, `maxTemperature`, `topP`, `topK`, `thinking` (boolean). Filter chat models with `supportedGenerationMethods.includes("generateContent")` and exclude by name pattern (`-image`, `-tts`, `lyria`, `veo`, `transcribe`, `live`, `native-audio`, `robotics`, `computer-use`, `deep-research`, `antigravity`, `embedding`, `aqa`). The list includes models the key cannot call (2.5 family → 404 for new users; paid-only → 429 limit 0), so the picker must tolerate per-model failures.
	249	+
	250	+## 19. Pricing (paid tier, USD per 1M tokens; pricing page 2026-09-08)
	251	+\| Model \| Input \| Cached \| Output (incl. thinking) \|
	252	+\|---\|---\|---\|---\|
	253	+\| 3.8 / 3.7 / 3.6 Flash \| 0.75 (1.50 from 2027-01-01) \| 0.075 (0.15) \| 3.75 (7.50) \|
	254	+\| 3.5 Flash \| 1.50 \| 0.15 \| 9.00 \|
	255	+\| 3.5 Flash-Lite \| 0.30 \| 0.03 \| 2.50 \|
	256	+\| 3.1 Flash-Lite \| 0.25 (audio 0.50) \| n/a \| 1.50 \|
	257	+\| 3 Flash Preview \| 0.50 (audio 1.00) \| n/a \| 3.00 \|
	258	+\| 3.1 Pro Preview \| 2.00 / 4.00 (>200k) \| 0.20 / 0.40 \| 12.00 / 18.00 \|
	259	+\| 2.5 Pro \| 1.25 / 2.50 \| 0.125 / 0.25 \| 10.00 / 15.00 \|
	260	+\| 2.5 Flash \| 0.30 (audio 1.00) \| 0.03 \| 2.50 \|
	261	+\| 2.5 Flash-Lite \| 0.10 (audio 0.30) \| 0.01 \| 0.40 \|
	262	+\| Omni Flash \| 1.50 \| n/a \| 9.00 text / 17.50 video \|
	263	+\| Gemma 4 \| free (free tier only; "Not available" on paid) \| \| \|
	264	+Batch = 50 % off; priority tier = 1.8x; cache storage $0.50–4.50 /M/h; Search grounding see §13. Free tier: prompts may be used for product improvement.
	265	+
	266	+Docs: https://ai.google.dev/gemini-api/docs/pricing
	267	+
	268	+## 20. Lifecycle, aliases, deprecations
	269	+- Stable ids don't change (`gemini-3.6-flash`); previews get >= 2 weeks' notice; `-latest` aliases are hot-swapped with a 2-week email notice: `gemini-flash-latest` → 3.5 Flash (changelog), `gemini-flash-lite-latest` → 3.5 Flash-Lite (probed), `gemini-pro-latest` → 3.1 Pro (quota dimension).
	270	+- Shut down: all `gemini-2.0-` (2026-06-01), `gemini-3.1-flash-lite-preview` (2026-05-25; the id still answers as 3.1-flash-lite), 2.5 previews. Gemini 2.5 Pro/Flash/Flash-Lite are closed to new users* (404) though still listed and priced.
	271	+- Preview shutdown windows are 3–9 months. Legacy JS SDK deprecated 2025-11-30. Standard API keys rejected after Sept 2026.
	272	+
	273	+Docs: https://ai.google.dev/gemini-api/docs/deprecations , https://ai.google.dev/gemini-api/docs/changelog , https://ai.google.dev/gemini-api/docs/models
	274	+
	275	+## 21. Probe results summary
	276	+
	277	+\| Probe \| 3.8-flash \| 3.7-flash \| 3.6-flash \| 3.5-flash \| 3.5-flash-lite \| 3.1-flash-lite \| 3-flash-preview \| gemma-4-31b-it \| 3.1-pro-preview \| 2.5-flash / 2.5-pro \| omni-1.1-flash \|
	278	+\|---\|---\|---\|---\|---\|---\|---\|---\|---\|---\|---\|---\|
	279	+\| generateContent + systemInstruction \| OK \| OK \| OK \| OK \| OK (no sysinstr) \| OK (no sysinstr) \| OK (no sysinstr) \| OK (no sysinstr) \| 429 limit 0 \| 404 gone \| 429 limit 0 \|
	280	+\| stream (chunk shape, usage) \| 503 then quota \| OK 3 chunks, usage full each \| OK 4 chunks \| OK 3 chunks \| — \| — \| — \| — \| — \| 404 \| — \|
	281	+\| params matrix \| partial (RPD 20) \| — \| — \| most \| full \| full \| most \| full (flaky 500s) \| — \| 404 \| — \|
	282	+\| function call stream + round trip \| 503/429 \| OK (+signature tests) \| OK \| OK \| OK \| OK \| — \| — \| — \| 404 \| — \|
	283	+\| responseJsonSchema \| — \| — \| OK \| OK \| OK \| OK \| OK \| OK \| — \| 404 \| — \|
	284	+\| vision (inline PNG) \| OK 1089 img tokens \| — \| — \| OK \| — \| — \| — \| — \| 429 \| 404 \| 429 \|
	285	+\| googleSearch grounding \| 429 \| — \| 429 \| — \| — \| — \| — \| — \| — \| 404 \| — \|
	286	+\| codeExecution \| 429 \| — \| OK \| — \| — \| — \| — \| — \| — \| — \| — \|
	287	+\| invalid key \| 401 UNAUTHENTICATED (REST + SDK) \| \| \| \| \| \| \| \| \| \| \|
	288	+\| countTokens / models.get / v1 apiVersion / interactions.create \| OK / OK / OK / OK \| \| \| \| \| \| \| \| \| \| \|
	289	+
	290	+Not probed (docs only): audio/video/PDF input, Files API, explicit caching, safety settings behaviour, TTS/image output, Live API, File Search, computer use, MCP, Batch, 3.1 Pro & omni anything (paid tier), 2.5 anything (closed to new users).
	291	+
	292	+## 22. Gotchas for the adapter (checklist)
	293	+1. Use `x-goog-api-key`, never Bearer. Expect 401 (not 400/403) for bad keys.
	294	+2. Filter the model list by `generateContent` + name patterns, and probe-or-handle 404 "no longer available to new users" (2.5 family) and 429 "limit: 0" (paid-only) gracefully — hide or badge those models.
	295	+3. Gemini 3.x: prefer `thinkingLevel` (uppercase enum in SDK), never send both level and budget, `MINIMAL` errors on 3.7/3.8, Gemma rejects both. Map PolyLLM "reasoning effort" → level; "off" → `MINIMAL` on lite/3.5-flash-lite, `thinkingBudget: 0` on 3.5 Flash / 3.1-lite / 3-flash-preview, and "not disableable" on 3.6+/Pro.
	296	+4. `maxOutputTokens` includes thoughts — floor it (e.g. >= 2048) when thinking is on, or you get empty text with `MAX_TOKENS`.
	297	+5. Store and replay `thoughtSignature` on tool-call parts (400 otherwise); `skip_thought_signature_validator` is the documented escape hatch. Strip empty signature-only text parts from the UI but keep them in history.
	298	+6. Usage: read `usageMetadata` from the last chunk; thoughts = `thoughtsTokenCount`, cache hits = `cachedContentTokenCount`.
	299	+7. Penalties, `candidateCount > 1`, logprobs → 400 on every model: don't expose them for Gemini. Temperature/topP/topK are accepted but deprecated for 3.6+; don't send by default.
	300	+8. SSE events are CRLF-delimited `data:` lines with no terminator; HTTP error status can arrive with `text/event-stream` content type.
	301	+9. Quotas are per model; free tier is tiny (20 RPD on 3.8-flash) — surface `RetryInfo.retryDelay` to the user.
	302	+10. Consider a future switch to the Interactions API (server-side state, unified steps); today `generateContent` is stable and complete for chat.

added docs/provider-research/gemini.models.json +231 −0

		`@@ -0,0 +1,231 @@`
	1	+[
	2	+ {
	3	+ "id": "gemini-3.8-flash",
	4	+ "displayName": "Gemini 3.8 Flash",
	5	+ "family": "gemini-3.x-flash",
	6	+ "contextTokens": 1048576,
	7	+ "maxOutputTokens": 65536,
	8	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	9	+ "parameters": { "temperature": "0-2 (accepted; Google recommends leaving 1.0; deprecated for 3.6+ per changelog 2026-07-21)", "topP": true, "topK": true, "maxTokens": true, "reasoningEffort": ["low", "medium", "high"], "thinkingBudget": "docs: legacy, replace with thinkingLevel; not probed (free-tier RPD=20 exhausted)", "stop": true, "seed": true, "frequencyPenalty": false, "presencePenalty": false },
	10	+ "pricing": { "inputPerMillion": 0.75, "cachedInputPerMillion": 0.075, "outputPerMillion": 3.75, "note": "introductory through 2026-12-31; from 2027-01-01: 1.50 / 0.15 / 7.50. >200k-token prompts not tiered." },
	11	+ "status": "active",
	12	+ "notes": "Stable, released 2026-09-02. Probed: generateContent+systemInstruction OK, vision OK (2x2 PNG = 1089 image tokens), temperature 0/1.5/2 OK, candidateCount=2 -> 400, logprobs -> 400. Default thinkingLevel medium; 'minimal' returns an error (docs). Free tier: 20 requests/day (quotaValue=20 seen in 429). Thinking tokens count against maxOutputTokens (maxOutputTokens=100 gave empty text, finishReason MAX_TOKENS, 97 thought tokens)."
	13	+ },
	14	+ {
	15	+ "id": "gemini-3.7-flash",
	16	+ "displayName": "Gemini 3.7 Flash",
	17	+ "family": "gemini-3.x-flash",
	18	+ "contextTokens": 1048576,
	19	+ "maxOutputTokens": 65536,
	20	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	21	+ "parameters": { "temperature": "0-2 (deprecated, keep 1.0)", "topP": true, "topK": true, "maxTokens": true, "reasoningEffort": ["low", "medium", "high"], "thinkingBudget": "docs-only: legacy", "stop": "docs-only", "seed": "docs-only", "frequencyPenalty": false, "presencePenalty": false },
	22	+ "pricing": { "inputPerMillion": 0.75, "cachedInputPerMillion": 0.075, "outputPerMillion": 3.75, "note": "same as 3.8 Flash: introductory through 2026-12-31, then 1.50 / 0.15 / 7.50" },
	23	+ "status": "active",
	24	+ "notes": "Stable, Aug 2026. Probed: generateContent+systemInstruction OK; stream 3 chunks with full usageMetadata on every chunk; function call round trip OK; thought signature on functionCall part is MANDATORY (400 'Function call is missing a thought_signature in functionCall parts...' when omitted; dummy 'skip_thought_signature_validator' accepted); text-only multi-turn without signatures OK. Param matrix not probed (family assumed = 3.8)."
	25	+ },
	26	+ {
	27	+ "id": "gemini-3.6-flash",
	28	+ "displayName": "Gemini 3.6 Flash",
	29	+ "family": "gemini-3.x-flash",
	30	+ "contextTokens": 1048576,
	31	+ "maxOutputTokens": 65536,
	32	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	33	+ "parameters": { "temperature": "0-2 (deprecated per changelog 2026-07-21, keep 1.0)", "topP": "deprecated", "topK": "deprecated", "maxTokens": true, "reasoningEffort": ["minimal", "low", "medium", "high"], "thinkingBudget": "docs-only: legacy", "stop": "docs-only", "seed": "docs-only", "frequencyPenalty": false, "presencePenalty": false },
	34	+ "pricing": { "inputPerMillion": 0.75, "cachedInputPerMillion": 0.075, "outputPerMillion": 3.75, "note": "same as 3.8 Flash: introductory through 2026-12-31, then 1.50 / 0.15 / 7.50" },
	35	+ "status": "active",
	36	+ "status_note": "Google's recommended replacement for gemini-2.5-flash (404 message).",
	37	+ "notes": "Stable, July 2026. Probed: generateContent OK; stream 4 chunks (thought summary chunk first when includeThoughts, last chunk = empty text part carrying thoughtSignature + finishReason STOP); function call streaming (1 chunk with functionCall+thoughtSignature+id, then final empty chunk) and round trip OK; responseJsonSchema OK; codeExecution tool OK (executableCode{language:'PYTHON',code,id} + codeExecutionResult{outcome:'OUTCOME_OK',output,id}); googleSearch probe hit 429 (unverified). Param matrix not probed."
	38	+ },
	39	+ {
	40	+ "id": "gemini-3.5-flash",
	41	+ "displayName": "Gemini 3.5 Flash",
	42	+ "family": "gemini-3.x-flash",
	43	+ "contextTokens": 1048576,
	44	+ "maxOutputTokens": 65536,
	45	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	46	+ "parameters": { "temperature": "0-2 probed OK (2.5 -> 400)", "topP": true, "topK": true, "maxTokens": true, "reasoningEffort": "docs: minimal/low/medium/high (default medium); levels not probed (429)", "thinkingBudget": "0 probed OK (disables thinking); 1024/-1 not probed (429)", "stop": true, "seed": true, "frequencyPenalty": false, "presencePenalty": false },
	47	+ "pricing": { "inputPerMillion": 1.5, "cachedInputPerMillion": 0.15, "outputPerMillion": 9.0 },
	48	+ "status": "active",
	49	+ "notes": "GA May 2026; current target of gemini-flash-latest per changelog. Probed: systemInstruction OK, stream 3 chunks (first chunk usage has only promptTokenCount; later chunks full), includeThoughts -> parts with thought:true, function call streaming + round trip OK (functionCall has id 'call_...'), responseMimeType json / responseSchema / responseJsonSchema / text/x.enum OK, penalties -> 400 'Penalty is not enabled for this model', candidateCount=2 -> 400, vision OK. Free tier RPD low (~20)."
	50	+ },
	51	+ {
	52	+ "id": "gemini-3.5-flash-lite",
	53	+ "displayName": "Gemini 3.5 Flash-Lite",
	54	+ "family": "gemini-3.x-flash-lite",
	55	+ "contextTokens": 1048576,
	56	+ "maxOutputTokens": 65536,
	57	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	58	+ "parameters": { "temperature": "0-2 probed OK (deprecated per changelog 2026-07-21)", "topP": true, "topK": true, "maxTokens": true, "reasoningEffort": ["minimal", "low", "medium", "high"], "thinkingBudget": "1024 and -1 OK; 0 -> 400 'Request contains an invalid argument.' (use thinkingLevel MINIMAL to disable)", "stop": true, "seed": true, "frequencyPenalty": false, "presencePenalty": false },
	59	+ "pricing": { "inputPerMillion": 0.3, "cachedInputPerMillion": 0.03, "outputPerMillion": 2.5 },
	60	+ "status": "active",
	61	+ "notes": "Stable, July 2026; default thinking OFF (thoughtsTokenCount 0 unless thinkingLevel/thinkingBudget set). Full param matrix probed: all thinkingLevel values OK (minimal=0 thoughts), thinkingLevel+thinkingBudget together -> 400 'You can only set only one of thinking budget and thinking level.', penalties/candidateCount/logprobs -> 400. Function calling + responseJsonSchema OK. gemini-flash-lite-latest currently resolves here (modelVersion)."
	62	+ },
	63	+ {
	64	+ "id": "gemini-3.1-flash-lite",
	65	+ "displayName": "Gemini 3.1 Flash-Lite",
	66	+ "family": "gemini-3.x-flash-lite",
	67	+ "contextTokens": 1048576,
	68	+ "maxOutputTokens": 65536,
	69	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	70	+ "parameters": { "temperature": "0-2 probed OK", "topP": true, "topK": true, "maxTokens": true, "reasoningEffort": ["minimal", "low", "medium", "high"], "thinkingBudget": "0 / 1024 / -1 all OK", "stop": true, "seed": true, "frequencyPenalty": false, "presencePenalty": false },
	71	+ "pricing": { "inputPerMillion": 0.25, "cachedInputPerMillion": null, "outputPerMillion": 1.5, "note": "audio input 0.50/M; cached price not listed on pricing page" },
	72	+ "status": "active",
	73	+ "notes": "GA May 2026; default thinkingLevel minimal (thinking off). Full param matrix probed: same acceptance pattern as 3.5-flash-lite except thinkingBudget 0 is accepted. Function calling + responseJsonSchema OK. gemini-3.1-flash-lite-preview alias still answers and reports modelVersion gemini-3.1-flash-lite (changelog says preview shut down 2026-05-25)."
	74	+ },
	75	+ {
	76	+ "id": "gemini-3-flash-preview",
	77	+ "displayName": "Gemini 3 Flash Preview",
	78	+ "family": "gemini-3.x-flash",
	79	+ "contextTokens": 1048576,
	80	+ "maxOutputTokens": 65536,
	81	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	82	+ "parameters": { "temperature": "0-2 probed OK", "topP": true, "topK": true, "maxTokens": true, "reasoningEffort": ["minimal", "low", "medium", "high"], "thinkingBudget": "0 / 1024 / -1 all OK (-1 produced 1436 thought tokens)", "stop": true, "seed": true, "frequencyPenalty": false, "presencePenalty": false },
	83	+ "pricing": { "inputPerMillion": 0.5, "cachedInputPerMillion": null, "outputPerMillion": 3.0, "note": "audio input 1.00/M" },
	84	+ "status": "preview",
	85	+ "notes": "Dec 2025 preview; superseded by gemini-3.5-flash (stable). Default thinking high (dynamic). Param matrix probed except thinkingLevel low / logprobs (429). No shutdown date published."
	86	+ },
	87	+ {
	88	+ "id": "gemini-3.1-pro-preview",
	89	+ "displayName": "Gemini 3.1 Pro Preview",
	90	+ "family": "gemini-3.x-pro",
	91	+ "contextTokens": 1048576,
	92	+ "maxOutputTokens": 65536,
	93	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	94	+ "parameters": { "temperature": "0-2 (2.5 -> 400 probed; keep 1.0)", "topP": "docs-only", "topK": "docs-only", "maxTokens": true, "reasoningEffort": ["minimal", "low", "medium", "high"], "thinkingBudget": "docs-only: legacy", "stop": "docs-only", "seed": "docs-only", "frequencyPenalty": "docs-only (family pattern: rejected)", "presencePenalty": "docs-only (family pattern: rejected)" },
	95	+ "pricing": { "inputPerMillion": 2.0, "cachedInputPerMillion": 0.2, "outputPerMillion": 12.0, "note": ">200k prompt: 4.00 in / 0.40 cached / 18.00 out; storage 4.50/M/hr" },
	96	+ "status": "preview",
	97	+ "notes": "PAID TIER ONLY: free-tier quota is 0 (429 RESOURCE_EXHAUSTED 'limit: 0', quotaId GenerateRequestsPerDayPerProjectPerModel-FreeTier). Not probed beyond that. Default thinkingLevel high. gemini-pro-latest currently resolves here (also 429 limit 0 on free tier). Google's recommended replacement for gemini-2.5-pro."
	98	+ },
	99	+ {
	100	+ "id": "gemini-3.1-pro-preview-customtools",
	101	+ "displayName": "Gemini 3.1 Pro Preview (custom tools)",
	102	+ "family": "gemini-3.x-pro",
	103	+ "contextTokens": 1048576,
	104	+ "maxOutputTokens": 65536,
	105	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	106	+ "parameters": { "temperature": "0-2", "topP": "docs-only", "topK": "docs-only", "maxTokens": true, "reasoningEffort": ["low", "medium", "high"], "thinkingBudget": "docs-only", "stop": "docs-only", "seed": "docs-only", "frequencyPenalty": false, "presencePenalty": false },
	107	+ "pricing": { "inputPerMillion": 2.0, "cachedInputPerMillion": 0.2, "outputPerMillion": 12.0, "note": "assumed same as gemini-3.1-pro-preview (not separately listed)" },
	108	+ "status": "preview",
	109	+ "notes": "Variant that prioritises custom (function) tools over built-ins in agentic/bash workflows; 'may see quality fluctuations'. Paid tier only (429 limit 0 on free tier). Not probed."
	110	+ },
	111	+ {
	112	+ "id": "gemini-2.5-pro",
	113	+ "displayName": "Gemini 2.5 Pro",
	114	+ "family": "gemini-2.5",
	115	+ "contextTokens": 1048576,
	116	+ "maxOutputTokens": 65536,
	117	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	118	+ "parameters": { "temperature": "0-2 (2.5 -> 400 probed)", "topP": "docs-only", "topK": "docs-only", "maxTokens": true, "reasoningEffort": "docs: thinkingLevel low/medium/high accepted; OpenAI-compat maps minimal/low=1024, medium=8192, high=24576 budget", "thinkingBudget": "docs-only: 128-32768, cannot be disabled (-1 dynamic)", "stop": "docs-only", "seed": "docs-only", "frequencyPenalty": "docs-only", "presencePenalty": "docs-only" },
	119	+ "pricing": { "inputPerMillion": 1.25, "cachedInputPerMillion": 0.125, "outputPerMillion": 10.0, "note": ">200k prompt: 2.50 / 0.25 / 15.00; paid tier only" },
	120	+ "status": "deprecated",
	121	+ "notes": "LISTED by /v1beta/models but generateContent returns 404 NOT_FOUND: 'This model models/gemini-2.5-pro is no longer available to new users. Please update your code to use models/gemini-3.1-pro-preview ... We recommend you to use the Interactions API.' Only pre-existing users can call it. Knowledge cutoff Jan 2025. Treat as legacy/hidden in a BYOK app unless the user's key is grandfathered (detect via 404 message)."
	122	+ },
	123	+ {
	124	+ "id": "gemini-2.5-flash",
	125	+ "displayName": "Gemini 2.5 Flash",
	126	+ "family": "gemini-2.5",
	127	+ "contextTokens": 1048576,
	128	+ "maxOutputTokens": 65536,
	129	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	130	+ "parameters": { "temperature": "0-2 (2.5 -> 400 probed)", "topP": "docs-only", "topK": "docs-only", "maxTokens": true, "reasoningEffort": "docs: low/medium/high", "thinkingBudget": "docs-only: 0 (off) to 24576, -1 dynamic", "stop": "docs-only", "seed": "docs-only", "frequencyPenalty": "docs-only", "presencePenalty": "docs-only" },
	131	+ "pricing": { "inputPerMillion": 0.3, "cachedInputPerMillion": 0.03, "outputPerMillion": 2.5, "note": "audio input 1.00/M, cached audio 0.10/M" },
	132	+ "status": "deprecated",
	133	+ "notes": "LISTED by /v1beta/models but generateContent, streamGenerateContent, cachedContents.create all return 404 'no longer available to new users' -> use gemini-3.6-flash. Only grandfathered keys can use it. Knowledge cutoff Jan 2025."
	134	+ },
	135	+ {
	136	+ "id": "gemini-2.5-flash-lite",
	137	+ "displayName": "Gemini 2.5 Flash-Lite",
	138	+ "family": "gemini-2.5",
	139	+ "contextTokens": 1048576,
	140	+ "maxOutputTokens": 65536,
	141	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	142	+ "parameters": { "temperature": "0-2", "topP": "docs-only", "topK": "docs-only", "maxTokens": true, "reasoningEffort": "docs: low/medium/high (default off)", "thinkingBudget": "docs-only: 512-24576, 0 off", "stop": "docs-only", "seed": "docs-only", "frequencyPenalty": "docs-only", "presencePenalty": "docs-only" },
	143	+ "pricing": { "inputPerMillion": 0.1, "cachedInputPerMillion": 0.01, "outputPerMillion": 0.4, "note": "audio input 0.30/M" },
	144	+ "status": "deprecated",
	145	+ "notes": "LISTED but 404 'no longer available to new users' -> use gemini-3.5-flash-lite (probed via chats + safetySettings probes)."
	146	+ },
	147	+ {
	148	+ "id": "gemini-flash-latest",
	149	+ "displayName": "Gemini Flash (latest alias)",
	150	+ "family": "alias",
	151	+ "contextTokens": 1048576,
	152	+ "maxOutputTokens": 65536,
	153	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	154	+ "parameters": { "temperature": "0-2", "topP": true, "topK": true, "maxTokens": true, "reasoningEffort": ["minimal", "low", "medium", "high"], "thinkingBudget": "legacy", "stop": true, "seed": true, "frequencyPenalty": false, "presencePenalty": false },
	155	+ "pricing": { "inputPerMillion": 1.5, "cachedInputPerMillion": 0.15, "outputPerMillion": 9.0, "note": "billed as the model it resolves to (currently gemini-3.5-flash per changelog May 2026); not listed on pricing page" },
	156	+ "status": "active",
	157	+ "notes": "Hot-swapped alias; Google gives 2 weeks' email notice before re-pointing. Probe returned 503 'high demand' (transient) so resolution not confirmed live; changelog says gemini-3.5-flash. Avoid as default in a registry: pin explicit ids and show alias as convenience."
	158	+ },
	159	+ {
	160	+ "id": "gemini-flash-lite-latest",
	161	+ "displayName": "Gemini Flash-Lite (latest alias)",
	162	+ "family": "alias",
	163	+ "contextTokens": 1048576,
	164	+ "maxOutputTokens": 65536,
	165	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	166	+ "parameters": { "temperature": "0-2", "topP": true, "topK": true, "maxTokens": true, "reasoningEffort": ["minimal", "low", "medium", "high"], "thinkingBudget": "1024/-1 OK, 0 rejected (as 3.5-flash-lite)", "stop": true, "seed": true, "frequencyPenalty": false, "presencePenalty": false },
	167	+ "pricing": { "inputPerMillion": 0.3, "cachedInputPerMillion": 0.03, "outputPerMillion": 2.5, "note": "billed as gemini-3.5-flash-lite (probe modelVersion = gemini-3.5-flash-lite)" },
	168	+ "status": "active",
	169	+ "notes": "Probed: resolves to gemini-3.5-flash-lite (modelVersion). Used for the raw REST SSE probe (works)."
	170	+ },
	171	+ {
	172	+ "id": "gemini-pro-latest",
	173	+ "displayName": "Gemini Pro (latest alias)",
	174	+ "family": "alias",
	175	+ "contextTokens": 1048576,
	176	+ "maxOutputTokens": 65536,
	177	+ "capabilities": { "text": true, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": true, "structuredOutput": true, "streaming": true, "files": true, "webSearch": true },
	178	+ "parameters": { "temperature": "0-2", "topP": "docs-only", "topK": "docs-only", "maxTokens": true, "reasoningEffort": ["low", "medium", "high"], "thinkingBudget": "legacy", "stop": "docs-only", "seed": "docs-only", "frequencyPenalty": false, "presencePenalty": false },
	179	+ "pricing": { "inputPerMillion": 2.0, "cachedInputPerMillion": 0.2, "outputPerMillion": 12.0, "note": "billed as the resolved model (429 quota dimension showed model=gemini-3.1-pro -> resolves to 3.1 Pro preview)" },
	180	+ "status": "active",
	181	+ "notes": "Paid tier only (free-tier 429 limit 0, quota dimension model=gemini-3.1-pro)."
	182	+ },
	183	+ {
	184	+ "id": "gemma-4-31b-it",
	185	+ "displayName": "Gemma 4 31B (instruction-tuned)",
	186	+ "family": "gemma-4",
	187	+ "contextTokens": 262144,
	188	+ "maxOutputTokens": 32768,
	189	+ "capabilities": { "text": true, "vision": "docs: image/video/audio input supported by Gemma 4; not probed on the API", "audioInput": null, "audioOutput": false, "imageGeneration": false, "video": null, "reasoning": true, "tools": "docs: yes; not probed", "structuredOutput": true, "streaming": true, "files": null, "webSearch": false },
	190	+ "parameters": { "temperature": "0-2 accepted (2 probed OK; 0/1.5 hit transient 500s)", "topP": "probed: 500 INTERNAL x2 (transient?)", "topK": true, "maxTokens": true, "reasoningEffort": false, "thinkingBudget": false, "stop": "probed: 500 INTERNAL x2 (transient?)", "seed": true, "frequencyPenalty": false, "presencePenalty": false },
	191	+ "pricing": { "inputPerMillion": 0, "cachedInputPerMillion": null, "outputPerMillion": 0, "note": "Free tier: 'Free of charge' (data used for product improvement). Paid tier: 'Not available'." },
	192	+ "status": "active",
	193	+ "notes": "Open model served on Gemini API. Thinks by default (thoughtsTokenCount 47-430) but thinkingConfig is rejected: thinkingBudget -> 400 'Thinking budget is not supported for this model.'; thinkingLevel -> 400 'Thinking level is not supported for this model.' responseSchema / responseJsonSchema / text/x.enum OK. ~50% of probe requests returned 500 INTERNAL 'Internal error encountered.' (flaky; retry). systemInstruction not probed. No createCachedContent / batch support (supportedGenerationMethods = generateContent, countTokens)."
	194	+ },
	195	+ {
	196	+ "id": "gemma-4-26b-a4b-it",
	197	+ "displayName": "Gemma 4 26B A4B (MoE, instruction-tuned)",
	198	+ "family": "gemma-4",
	199	+ "contextTokens": 262144,
	200	+ "maxOutputTokens": 32768,
	201	+ "capabilities": { "text": true, "vision": null, "audioInput": null, "audioOutput": false, "imageGeneration": false, "video": null, "reasoning": true, "tools": null, "structuredOutput": null, "streaming": true, "files": null, "webSearch": false },
	202	+ "parameters": { "temperature": "0-2", "topP": null, "topK": null, "maxTokens": true, "reasoningEffort": false, "thinkingBudget": false, "stop": null, "seed": null, "frequencyPenalty": false, "presencePenalty": false },
	203	+ "pricing": { "inputPerMillion": 0, "cachedInputPerMillion": null, "outputPerMillion": 0, "note": "free tier only" },
	204	+ "status": "active",
	205	+ "notes": "Probed once: 'pong' OK with 58 thought tokens. Assume same behaviour as gemma-4-31b-it (unknowns = null)."
	206	+ },
	207	+ {
	208	+ "id": "gemini-omni-1.1-flash",
	209	+ "displayName": "Gemini Omni 1.1 Flash",
	210	+ "family": "gemini-omni",
	211	+ "contextTokens": 131072,
	212	+ "maxOutputTokens": 65536,
	213	+ "capabilities": { "text": "docs: text output priced (9.00/M) but model card says output = video only", "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": null, "structuredOutput": null, "streaming": null, "files": null, "webSearch": false },
	214	+ "parameters": { "temperature": "0-2 (2.5 -> 400 probed)", "topP": null, "topK": null, "maxTokens": true, "reasoningEffort": null, "thinkingBudget": null, "stop": null, "seed": null, "frequencyPenalty": null, "presencePenalty": null },
	215	+ "pricing": { "inputPerMillion": 1.5, "cachedInputPerMillion": null, "outputPerMillion": 9.0, "note": "video output 17.50/M (~0.10/s); paid tier only" },
	216	+ "status": "active",
	217	+ "notes": "Video-generation model (GA Aug 2026; 3-10 s clips, 360p-4K). Models endpoint says inputTokenLimit 131072 (model card says 1,048,576 — endpoint value preferred). PAID TIER ONLY: free tier 429 'limit: 0'. Not usable for chat; exclude from the chat model picker or gate behind paid-tier detection."
	218	+ },
	219	+ {
	220	+ "id": "gemini-omni-flash-preview",
	221	+ "displayName": "Gemini Omni Flash Preview",
	222	+ "family": "gemini-omni",
	223	+ "contextTokens": 131072,
	224	+ "maxOutputTokens": 65536,
	225	+ "capabilities": { "text": null, "vision": true, "audioInput": true, "audioOutput": false, "imageGeneration": false, "video": true, "reasoning": true, "tools": null, "structuredOutput": null, "streaming": null, "files": null, "webSearch": false },
	226	+ "parameters": { "temperature": "0-2", "topP": null, "topK": null, "maxTokens": true, "reasoningEffort": null, "thinkingBudget": null, "stop": null, "seed": null, "frequencyPenalty": null, "presencePenalty": null },
	227	+ "pricing": { "inputPerMillion": 1.5, "cachedInputPerMillion": null, "outputPerMillion": 9.0, "note": "video output 17.50/M; paid tier only" },
	228	+ "status": "preview",
	229	+ "notes": "Preview predecessor of gemini-omni-1.1-flash (June 2026). Free tier 429 'limit: 0'. Not a chat model."
	230	+ }
	231	+]

added docs/provider-research/openai.md +390 −0

		`@@ -0,0 +1,390 @@`
	1	+# OpenAI provider audit for PolyLLM
	2	+
	3	+Last documentation audit: 2026-09-08
	4	+SDK probed: `openai@7.10.0` (npm), Node 25.9.0, `tsx` 4.23.13. Probe scripts and raw results: `research/openai/` (`results/*.json`, no secrets).
	5	+Model registry produced from this audit: `docs/provider-research/openai.models.json` (84 entries).
	6	+
	7	+> Docs moved: every `platform.openai.com/docs/...` URL now 301-redirects to `https://developers.openai.com/api/docs/...`. The API reference pages there render only partially through a headless fetch (the "create response" and "streaming events" pages surfaced only the cancel endpoint), so event names, enums and parameter lists below were cross-checked against the SDK type definitions (`node_modules/openai/resources/responses/responses.d.ts`, `shared.d.ts`) and against live probes. Where docs and probes disagree, the probe wins and the disagreement is called out.
	8	+
	9	+---
	10	+
	11	+## 1. Endpoint, auth, headers
	12	+
	13	+\| Item \| Value \|
	14	+\|---\|---\|
	15	+\| Base URL \| `https://api.openai.com/v1/` (docs also mention data-residency endpoints in the SDK 7.6 release notes; not needed for BYOK) \|
	16	+\| Auth \| `Authorization: Bearer <OPENAI_API_KEY>` \|
	17	+\| Optional headers \| `OpenAI-Organization: org_...`, `OpenAI-Project: proj_...` (billing scope), `X-Client-Request-Id` (ASCII, <= 512 chars), `OpenAI-Safety-Identifier` (Realtime only; for HTTP use the `safety_identifier` body param) \|
	18	+\| Response headers seen \| `x-request-id`, `openai-processing-ms`, `openai-version: 2020-10-01`, `openai-organization`, `openai-project`, `x-ratelimit-*` (see section 13) \|
	19	+\| Header size limits \| total < 64 KiB, single custom header value < 60 KiB \|
	20	+\| `OpenAI-Beta` \| Not required for Responses, Chat Completions, tools or structured outputs (none sent by SDK 7.x for these). \|
	21	+
	22	+Source: https://developers.openai.com/api/docs/api-reference/introduction
	23	+
	24	+## 2. Which API: Responses vs Chat Completions
	25	+
	26	+- Use the Responses API (`POST /v1/responses`) as the primary adapter. Docs: "While Chat Completions remains supported, Responses is recommended for all new projects." Chat Completions is not labelled legacy/deprecated and has no shutdown date, but:
	27	+ - Pro models (`gpt-5.5-pro`, `gpt-5.4-pro`, `gpt-5.2-pro`, `gpt-5-pro`, `o3-pro`, `o1-pro`), `gpt-5.3-codex` and `gpt-5.6-cyber` are Responses-only.
	28	+ - Built-in tools (web_search, file_search, code_interpreter, MCP, image_generation, computer use) exist only in Responses (Chat Completions has only `web_search_options` on the `-search-` models).
	29	+ - Reasoning docs: "Reasoning models work better with the Responses API"; GPT-6 Astra page: "Requires Responses API for tool calling (Chat Completions available but limited)".
	30	+ - Reasoning summaries, encrypted reasoning, `previous_response_id`, `conversation`, background mode, `reasoning.context` are Responses-only.
	31	+- Chat Completions still works (verified 2026-09-08 on gpt-4.1-mini, gpt-5.5, o4-mini): chunk shape `chat.completion.chunk` with `choices[0].delta`, `usage` only in the final chunk when `stream_options.include_usage: true`; usage fields `prompt_tokens`/`completion_tokens`/`prompt_tokens_details.cached_tokens`/`completion_tokens_details.reasoning_tokens`. `max_tokens` is rejected on new models (`gpt-6-astra`: `400 unsupported_parameter "'max_tokens' is not supported with this model. Use 'max_completion_tokens' instead."`).
	32	+- The Chat-Completions-only web search models (`gpt-5-search-api`, `gpt-4o-search-preview`, `gpt-4o-mini-search-preview`) return `400 model_not_found "The requested model 'gpt-5-search-api' is not supported with the Responses API."` on Responses. Do not expose them; use the `web_search` tool on a normal model.
	33	+- Assistants API shut down 2026-08-26 (replaced by Responses + Conversations). `v1/prompts` (reusable prompts), Evals, Agent Builder shut down 2026-11-30.
	34	+
	35	+Sources: https://developers.openai.com/api/docs/api-reference/chat , https://developers.openai.com/api/docs/guides/migrate-to-responses , https://developers.openai.com/api/docs/deprecations
	36	+
	37	+### Chat Completions -> Responses mapping (for the adapter)
	38	+
	39	+\| Chat Completions \| Responses \|
	40	+\|---\|---\|
	41	+\| `messages` \| `input` (string, or array of items: messages `{role, content}` / `function_call` / `function_call_output` / `reasoning` ...) \|
	42	+\| `system` message \| `instructions` (top-level) or a `developer` (or `system`) role message; all three verified to work \|
	43	+\| `max_tokens` / `max_completion_tokens` \| `max_output_tokens` (min 16; includes reasoning tokens) \|
	44	+\| `response_format` \| `text.format` (`{type:"text"}` / `{type:"json_schema", name, schema, strict}` / `{type:"json_object"}`) \|
	45	+\| `tools[].function.{name,parameters}` \| flattened `tools[] = {type:"function", name, description, parameters, strict}` \|
	46	+\| `tool_calls[]` in message \| separate `function_call` output items (`call_id`, `name`, `arguments`) \|
	47	+\| `role:"tool"` message \| `{type:"function_call_output", call_id, output}` input item \|
	48	+\| `reasoning_effort`, `verbosity` \| `reasoning.effort`, `text.verbosity` \|
	49	+\| `usage.prompt_tokens` / `completion_tokens` \| `usage.input_tokens` / `output_tokens` (+ `input_tokens_details.cached_tokens`, `cache_write_tokens`, `output_tokens_details.reasoning_tokens`, `total_tokens`) \|
	50	+\| `n`, `seed`, `stop`, `logprobs` (bool) \| `n` removed; `seed` and `stop` do not exist (`400 unknown_parameter`); logprobs via `top_logprobs` + `include:["message.output_text.logprobs"]` \|
	51	+\| `stream_options.include_usage` \| not needed: `response.completed` carries the full `response.usage` \|
	52	+
	53	+## 3. Request shape (Responses) - parameters that matter
	54	+
	55	+From SDK `ResponseCreateParams` (7.10.0) and probes:
	56	+
	57	+`model`, `input`, `instructions`, `max_output_tokens` (>= 16), `reasoning {effort, summary, mode, context}`, `text {format, verbosity}`, `tools`, `tool_choice` (`"auto"\|"none"\|"required"\|{type:"function",name}\|{type:"allowed_tools",...}`), `parallel_tool_calls`, `temperature`, `top_p`, `top_logprobs`, `include[]`, `store` (default true), `previous_response_id`, `conversation`, `stream`, `stream_options {include_obfuscation}`, `background`, `truncation` (`"auto"\|"disabled"`, default disabled), `metadata`, `service_tier` (`auto\|default\|flex\|priority\|fast`), `prompt_cache_key`, `prompt_cache_retention` (`in_memory\|24h`, pre-5.6), `prompt_cache_options {mode, ttl:"30m"}` (5.6+), `safety_identifier`, `user`, `context_management` (compaction), `moderation`, `prompt`.
	58	+
	59	+`include` values: `file_search_call.results`, `web_search_call.results`, `web_search_call.action.sources`, `message.input_image.image_url`, `computer_call_output.output.image_url`, `code_interpreter_call.outputs`, `reasoning.encrypted_content`, `message.output_text.logprobs`.
	60	+
	61	+Response object: `id` (`resp_...`), `object:"response"`, `status` (`completed\|failed\|in_progress\|cancelled\|queued\|incomplete`), `incomplete_details.reason` (`max_output_tokens\|max_messages\|content_filter\|steered`), `error`, `model` (resolved snapshot, e.g. `gpt-5.5-2026-04-23`), `output[]` items, `usage`, plus echoes of `reasoning`, `text`, `temperature`, `top_p`, `truncation`, `store`, `service_tier`, `previous_response_id`, `tools`. The SDK adds a convenience `output_text` getter only on non-streaming `create()` results (the `response` object inside a `response.completed` event does not have it - accumulate deltas or read `output[].content[].text`).
	62	+
	63	+## 4. Streaming protocol
	64	+
	65	+SSE; every event is JSON with `type` and a monotonically increasing `sequence_number` (verified: strictly +1 per event). Text deltas also carry an `obfuscation` padding string (disable via `stream_options.include_obfuscation:false`).
	66	+
	67	+Event names observed in probes (exact strings):
	68	+
	69	+```
	70	+response.created > response.in_progress
	71	+ > response.output_item.added {item:{type:"reasoning"...}} (reasoning models, effort >= low)
	72	+ > response.reasoning_summary_part.added
	73	+ > response.reasoning_summary_text.delta {delta} (x N) (only when reasoning.summary is set AND the model emits one)
	74	+ > response.reasoning_summary_text.done {text}
	75	+ > response.reasoning_summary_part.done
	76	+ > response.output_item.done
	77	+ > response.output_item.added {item:{type:"message", role:"assistant"}}
	78	+ > response.content_part.added {part:{type:"output_text", text:"", annotations:[]}}
	79	+ > response.output_text.delta {delta, item_id, output_index, content_index, logprobs, obfuscation} (x N)
	80	+ > response.output_text.annotation.added {annotation:{type:"url_citation",...}, annotation_index} (web search)
	81	+ > response.output_text.done {text}
	82	+ > response.content_part.done
	83	+ > response.output_item.done
	84	+> response.completed {response:{...usage}} \| response.incomplete \| response.failed \| error
	85	+```
	86	+
	87	+Function calls (verified on all six models):
	88	+
	89	+```
	90	+response.output_item.added {item:{type:"function_call", id:"fc_...", call_id:"call_...", name, arguments:"", status:"in_progress"}, output_index}
	91	+response.function_call_arguments.delta {delta, item_id, output_index}
	92	+response.function_call_arguments.done {arguments:"{...}", item_id}
	93	+response.output_item.done {item:{type:"function_call", ..., arguments:"{...}", status:"completed"}}
	94	+response.completed
	95	+```
	96	+
	97	+Web search: `response.web_search_call.in_progress` > `.searching` > `.completed` (item type `web_search_call`).
	98	+
	99	+Full list of event types in the SDK (for exhaustive switch statements): `response.created, response.in_progress, response.queued, response.completed, response.incomplete, response.failed, error, response.output_item.added/done, response.content_part.added/done, response.output_text.delta/done, response.output_text.annotation.added, response.refusal.delta/done, response.reasoning_text.delta/done, response.reasoning_summary_part.added/done, response.reasoning_summary_text.delta/done, response.function_call_arguments.delta/done, response.custom_tool_call_input.delta/done, response.web_search_call.in_progress/searching/completed, response.file_search_call.in_progress/searching/completed, response.code_interpreter_call.in_progress/interpreting/completed, response.code_interpreter_call_code.delta/done, response.image_generation_call.in_progress/generating/partial_image/completed, response.mcp_call.in_progress/completed/failed, response.mcp_call_arguments.delta/done, response.mcp_list_tools.in_progress/completed/failed, response.shell_call_command.added/delta/done, response.shell_call_output_content.delta/done, response.audio.delta/done, response.audio.transcript.delta/done, response.steer.*`.
	100	+
	101	+Resumable streams: with `background:true, stream:true`, reconnect with `GET /v1/responses/{id}?stream=true&starting_after={sequence_number}`.
	102	+
	103	+Sources: https://developers.openai.com/api/docs/guides/streaming-responses , https://developers.openai.com/api/docs/guides/background , SDK types.
	104	+
	105	+### Exact SDK streaming code that worked (research/openai/03-stream.ts, 05-tools-stream.ts)
	106	+
	107	+```ts
	108	+import OpenAI from "openai";
	109	+const client = new OpenAI({ maxRetries: 1, timeout: 180_000 }); // key from OPENAI_API_KEY
	110	+
	111	+const stream = await client.responses.create({
	112	+ model: "gpt-5.5",
	113	+ input: [{ role: "user", content: "Say hello in five words." }],
	114	+ reasoning: { effort: "low", summary: "auto" },
	115	+ max_output_tokens: 200,
	116	+ stream: true,
	117	+});
	118	+let text = "", final: OpenAI.Responses.Response \| null = null;
	119	+for await (const ev of stream) {
	120	+ switch (ev.type) {
	121	+ case "response.output_text.delta": text += ev.delta; break;
	122	+ case "response.reasoning_summary_text.delta": /* show thinking */ break;
	123	+ case "response.function_call_arguments.delta": /* accumulate by ev.item_id */ break;
	124	+ case "response.output_item.done": if (ev.item.type === "function_call") { /* ev.item.call_id, name, arguments */ } break;
	125	+ case "response.completed": case "response.incomplete": final = ev.response; break; // final.usage, final.output
	126	+ case "error": throw new Error(ev.message);
	127	+ }
	128	+}
	129	+```
	130	+
	131	+Tool round trip (stateless): replay `[...previousInput, ...final.output, { type: "function_call_output", call_id, output: JSON.stringify(result) }]`. Replaying the entire `output` array (including `reasoning` items) is what the docs require for reasoning models; verified on gpt-5.5, gpt-5.4-mini, gpt-5.6-sol, gpt-6-astra, gpt-4.1-mini. Stateful alternative verified on gpt-5.4-mini: `previous_response_id: final.id, input: [function_call_output]`.
	132	+
	133	+## 5. Tool calling format
	134	+
	135	+- Definition: `{ type: "function", name, description, parameters: <JSON Schema>, strict: true }` (flattened; `strict` recommended; strict requires `additionalProperties:false` and all properties in `required`).
	136	+- Output item: `{ id: "fc_...", type: "function_call", status: "completed", call_id: "call_...", name, arguments: "<json string>" }` (verified shape). `call_id` is what you echo back; `id` is the item id.
	137	+- Result item: `{ type: "function_call_output", call_id, output: string \| [content parts for images/files] }` (SDK 7.7 made the `id` optional).
	138	+- `tool_choice`: `"auto"` (default) \| `"none"` \| `"required"` \| `{type:"function", name}` \| `{type:"allowed_tools", mode:"auto"\|"required", tools:[...]}`.
	139	+- `parallel_tool_calls` default true.
	140	+- Other tool types accepted in `tools[]`: `web_search` (and legacy `web_search_preview`), `file_search`, `code_interpreter`, `image_generation`, `mcp`, `computer` / `computer_use_preview`, `shell`, `local_shell`, `apply_patch`, `custom` (free-form text tool), `namespace` (grouping, `defer_loading`), `tool_search`, `programmatic_tool_calling`.
	141	+
	142	+Sources: https://developers.openai.com/api/docs/guides/function-calling , https://developers.openai.com/api/docs/guides/tools
	143	+
	144	+## 6. Structured output / JSON schema
	145	+
	146	+- `text: { format: { type: "json_schema", name, schema, strict: true } }` - verified on gpt-5.5, gpt-5.4-mini, gpt-5.6-sol, gpt-6-astra, gpt-4.1-mini (parsed `{name:"Marie Curie",age:66,city:"Paris"}`); o4-mini accepted it but ran out of the 200-token budget on reasoning.
	147	+- Schema subset: root must be `object`; every property in `required`; `additionalProperties:false`; optional fields via `type:["string","null"]`; supports `enum`, `anyOf`, `$ref`/`$defs`, recursion; no `minLength`/`pattern`/`format` etc. Numeric limits (depth/property count/enum size) exist but the page did not expose them - keep schemas modest.
	148	+- Refusals arrive as a `refusal` content part (`response.refusal.delta/done`) instead of JSON.
	149	+- `{type:"json_object"}` (JSON mode) is the fallback for gpt-4 / gpt-3.5-turbo which lack structured outputs.
	150	+- SDK helpers: `zodTextFormat(schema, "name")` + `client.responses.parse(...)` -> `response.output_parsed`.
	151	+
	152	+Source: https://developers.openai.com/api/docs/guides/structured-outputs
	153	+
	154	+## 7. Reasoning controls
	155	+
	156	+- `reasoning.effort` values in the SDK enum: `none \| minimal \| low \| medium \| high \| xhigh \| max`. Per-model acceptance (verified, exact error strings in section 20):
	157	+ - gpt-6-astra: `low, medium, high, xhigh, max` (default `medium`; `none`/`minimal` -> 400)
	158	+ - gpt-5.6-sol/terra/luna: `none, low, medium, high, xhigh, max` (default `medium`)
	159	+ - gpt-5.5: `none, low, medium, high, xhigh` (default `medium`)
	160	+ - gpt-5.4 / 5.4-mini / 5.4-nano, gpt-5.2: `none, low, medium, high, xhigh` (default `none` - verified echo)
	161	+ - gpt-5.1: `none, low, medium, high` (default `none`)
	162	+ - gpt-5 / 5-mini / 5-nano: `minimal, low, medium, high` (default `medium`; no `none`)
	163	+ - o3, o4-mini, o3-mini, o1: `low, medium, high` (default `medium`)
	164	+ - pro models: 5.5-pro `medium\|high\|xhigh` (default high), 5.4-pro / 5.2-pro `medium\|high\|xhigh`, gpt-5-pro `high` only
	165	+ - gpt-4.1 / gpt-4o / chat-latest: `reasoning.effort` -> `400 unsupported_parameter`
	166	+- `reasoning.summary`: `auto \| concise \| detailed` (server echoes `detailed` for `auto`). Summary text arrives in `reasoning` items' `summary[]` and via `response.reasoning_summary_*` events; gpt-5.5 and gpt-6-astra returned no summary on a trivial prompt while gpt-5.6-sol and o4-mini did. Never assume a summary will exist. Non-reasoning models silently ignore `summary`.
	167	+- `reasoning.mode`: `standard \| pro` (GPT-5.6; pro replaces the `*-pro` models). Not probed (cost).
	168	+- `reasoning.context`: `current_turn \| all_turns` (`all_turns` is the default on 5.6 and 6; earlier models default `current_turn`). Reasoning persists only within a family.
	169	+- Reasoning tokens are billed as output and count against `max_output_tokens`; `usage.output_tokens_details.reasoning_tokens` reports them. Docs recommend reserving >= 25k tokens; with tiny caps, o4-mini / gpt-5-nano return `status:"incomplete", incomplete_details.reason:"max_output_tokens"` with an empty message (verified). Adapter rule: never cap reasoning models below ~1-2k output tokens; treat `incomplete` + empty text as "reasoning exhausted the budget".
	170	+- Encrypted reasoning for stateless (store:false) multi-turn: `store:false, include:["reasoning.encrypted_content"]` -> `reasoning` items carry `encrypted_content` (~1.2 kB for a trivial turn); replaying them in the next `input` works (verified on gpt-5.5). `previous_response_id` on a `store:false` response fails: `400 previous_response_not_found`.
	171	+- GPT-6 Astra: mid-conversation `configuration_update` items to change effort; async tool calling (`async:true`); no `none` effort.
	172	+
	173	+Sources: https://developers.openai.com/api/docs/guides/reasoning , https://developers.openai.com/api/docs/guides/latest-model
	174	+
	175	+## 8. Sampling parameter support matrix (Responses API, verified 2026-09-08)
	176	+
	177	+\| Param \| gpt-6-astra \| gpt-5.6-sol \| gpt-5.5 \| gpt-5.4-mini (default effort none) \| gpt-4.1-mini \| o4-mini \|
	178	+\|---\|---\|---\|---\|---\|---\|---\|
	179	+\| `temperature` \| rejected \| rejected unless `effort:"none"` (then accepted) \| rejected unless `effort:"none"` \| accepted \| accepted \| rejected \|
	180	+\| `top_p` \| rejected \| same as temperature \| same \| accepted \| accepted \| rejected \|
	181	+\| `frequency_penalty` \| rejected \| rejected (effort medium) \| rejected \| accepted \| accepted \| rejected \|
	182	+\| `presence_penalty` \| rejected \| rejected \| rejected \| accepted \| accepted \| rejected \|
	183	+\| `seed` \| `unknown_parameter` on every model (does not exist in Responses) \| \| \| \| \| \|
	184	+\| `stop` \| `unknown_parameter` on every model ("Did you mean 'store'?") \| \| \| \| \| \|
	185	+\| logprobs (`top_logprobs`+include) \| rejected (reasoning) \| rejected \| rejected \| accepted (`logprobs[]` on content part) \| accepted \| rejected \|
	186	+\| `reasoning.effort` \| low..max \| none..max \| none..xhigh \| none..xhigh \| rejected \| low..high \|
	187	+\| `reasoning.summary` \| accepted \| accepted \| accepted \| accepted \| ignored (no error) \| accepted \|
	188	+\| `text.verbosity: "low"` \| accepted \| accepted \| accepted \| accepted \| rejected (`Supported values are: 'medium'`) \| rejected \|
	189	+\| `max_output_tokens` \| min 16 on all (`integer_below_min_value`) \| \| \| \| \| \|
	190	+\| `truncation:"auto"` \| accepted on all \| \| \| \| \| \|
	191	+\| `store:false` + `include:["reasoning.encrypted_content"]` \| accepted on all (non-reasoning models just have no reasoning item) \| \| \| \| \| \|
	192	+\| `prompt_cache_key` \| accepted on all \| \| \| \| \| \|
	193	+
	194	+Default `top_p` echoed by GPT-5.x/6 is `0.98`, by GPT-4.1 `1`. `temperature` default 1. `top_k` does not exist. There is no thinking budget parameter (effort only). Chat Completions on gpt-5.5: `temperature:0.3` -> `400 unsupported_value "'temperature' does not support 0.3 with this model. Only the default (1) value is supported."`
	195	+
	196	+Practical rule for the adapter: send sampling params only when (model is non-reasoning) or (reasoning-capable model with `reasoning.effort === "none"`); otherwise drop them client-side and show "not supported" in the UI. Never send `seed`/`stop` to Responses.
	197	+
	198	+## 9. Roles and instructions
	199	+
	200	+Input roles accepted: `user`, `assistant`, `developer`, `system` (both `system` and `developer` verified on gpt-5.5 and gpt-4.1-mini; docs describe `developer` as the canonical name and treat `instructions` as equivalent to a developer message). `instructions` is not inherited through `previous_response_id`; resend it each call. Content parts: `input_text`, `input_image`, `input_file`, (`input_audio` rejected, see 10); assistant output parts: `output_text`, `refusal`.
	201	+
	202	+Source: https://developers.openai.com/api/docs/guides/text
	203	+
	204	+## 10. Modalities
	205	+
	206	+\| Modality \| Responses API support \| Notes \|
	207	+\|---\|---\|---\|
	208	+\| Text in/out \| yes \| \|
	209	+\| Image in \| yes on every current model except `o3-mini`, `gpt-4`, `gpt-3.5-turbo` \| `{type:"input_image", image_url:"data:image/png;base64,..." \\| https URL \\| file_id, detail:"low"\\|"high"\\|"auto"\\|"original"}`. PNG/JPEG/WEBP/non-animated GIF; <= 512 MB per request, <= 1,500 images, <= 30,000 patches after resize. Tokens ~ `ceil(w/32)*ceil(h/32)` x model multiplier (1.2-2.46). Verified with a 2x2 PNG on all six probe models (31-33 input tokens). \|
	210	+\| PDF / file in \| yes (vision models) \| `{type:"input_file", filename, file_data:"data:application/pdf;base64,..." \\| file_id \\| file_url}`; <= 50 MB per file and per request; both text and page images are sent (costly). Verified on gpt-5.4-mini (answered `42` from the PDF). \|
	211	+\| Image out \| via tool only \| `tools:[{type:"image_generation"}]` uses `gpt-image-2`; returns base64 in an `image_generation_call` item; events `response.image_generation_call.partial_image`. Not probed. Older gpt-image-1* shut down 2026-10-23 / 2026-12-01. \|
	212	+\| Audio in/out \| no in Responses \| probe: `400 invalid_request_error param=input "Audio input is not available."`. Audio chat = Chat Completions with `gpt-audio-1.5` (`input_audio` parts, `modalities:["text","audio"]`) or Realtime (`gpt-realtime-2.1`). TTS: `gpt-4o-mini-tts`; STT: `gpt-transcribe`, `gpt-live-transcribe` (whisper-1/gpt-4o-transcribe shut down 2027-02-26). \|
	213	+\| Video \| no \| Sora 2 / Videos API shut down 2026-09-24. \|
	214	+
	215	+Sources: https://developers.openai.com/api/docs/guides/images-vision , https://developers.openai.com/api/docs/guides/pdf-files , https://developers.openai.com/api/docs/guides/audio
	216	+
	217	+## 11. Context windows, max output, pricing (per 1M tokens, USD, standard tier)
	218	+
	219	+\| Model \| Context \| Max output \| Input \| Cached \| Output \| Notes \|
	220	+\|---\|---\|---\|---\|---\|---\|---\|
	221	+\| gpt-6-astra \| 1,050,000 \| 128,000 \| 10 \| 1 \| 50 \| cache write 12.50; >272K input: 2x in / 1.5x out \|
	222	+\| gpt-5.6-sol (`gpt-5.6`) \| 1,050,000 \| 128,000 \| 4 \| 0.40 \| 20 \| \|
	223	+\| gpt-5.6-terra \| 1,050,000 (922K input) \| 128,000 \| 2 \| 0.20 \| 12 \| \|
	224	+\| gpt-5.6-luna \| 1,050,000 \| 128,000 \| 0.20 \| 0.02 \| 1.20 \| \|
	225	+\| gpt-5.5 \| 1,050,000 \| 128,000 \| 5 \| 0.50 \| 30 \| >272K: 2x/1.5x \|
	226	+\| gpt-5.5-pro \| 1,050,000 \| 128,000 \| 30 \| - \| 180 \| Responses only \|
	227	+\| gpt-5.4 \| 1,050,000 \| 128,000 \| 2.50 \| 0.25 \| 15 \| \|
	228	+\| gpt-5.4-mini \| 400,000 \| 128,000 \| 0.75 \| 0.075 \| 4.50 \| \|
	229	+\| gpt-5.4-nano \| 400,000 \| 128,000 \| 0.20 \| 0.02 \| 1.25 \| \|
	230	+\| gpt-5.4-pro \| 1,050,000 \| 128,000 \| 30 \| - \| 180 \| Responses only \|
	231	+\| gpt-5.3-codex \| 400,000 \| 128,000 \| 1.75 \| 0.175 \| 14 \| Responses only, coding \|
	232	+\| gpt-5.2 \| 400,000 \| 128,000 \| 1.75 \| 0.175 \| 14 \| \|
	233	+\| gpt-5.2-pro \| 400,000 \| 128,000 \| 21 \| - \| 168 \| Responses only \|
	234	+\| gpt-5.1 \| 400,000 \| 128,000 \| 1.25 \| 0.125 \| 10 \| \|
	235	+\| gpt-5 \| 400,000 \| 128,000 \| 1.25 \| 0.125 \| 10 \| snapshot shuts down 2026-12-11 \|
	236	+\| gpt-5-mini \| 400,000 \| 128,000 \| 0.25 \| 0.025 \| 2 \| snapshot shuts down 2026-12-11 \|
	237	+\| gpt-5-nano \| 400,000 \| 128,000 \| 0.05 \| 0.005 \| 0.40 \| snapshot shuts down 2026-12-11 \|
	238	+\| gpt-5-pro \| 400,000 \| 272,000 \| 15 \| - \| 120 \| Responses only \|
	239	+\| chat-latest \| 400,000 (272K input) \| 128,000 \| 5 \| 0.50 \| 30 \| ChatGPT Instant, non-reasoning \|
	240	+\| gpt-4.1 \| 1,047,576 \| 32,768 \| 2 \| 0.50 \| 8 \| \|
	241	+\| gpt-4.1-mini \| 1,047,576 \| 32,768 \| 0.40 \| 0.10 \| 1.60 \| \|
	242	+\| gpt-4.1-nano \| 1,047,576 \| 32,768 \| 0.10 \| 0.025 \| 0.40 \| shuts down 2026-10-23 \|
	243	+\| gpt-4o \| 128,000 \| 16,384 \| 2.50 \| 1.25 \| 10 \| alias -> 2024-08-06 \|
	244	+\| gpt-4o-mini \| 128,000 \| 16,384 \| 0.15 \| 0.075 \| 0.60 \| \|
	245	+\| o3 \| 200,000 \| 100,000 \| 2 \| 0.50 \| 8 \| snapshot shuts down 2026-12-11 \|
	246	+\| o3-pro \| 200,000 \| 100,000 \| 20 \| - \| 80 \| Responses only \|
	247	+\| o4-mini \| 200,000 \| 100,000 \| 1.10 \| 0.275 \| 4.40 \| shuts down 2026-10-23 \|
	248	+\| o3-mini \| 200,000 \| 100,000 \| 1.10 \| 0.55 \| 4.40 \| text only; shuts down 2026-10-23 \|
	249	+\| o1 \| 200,000 \| 100,000 \| 15 \| 7.50 \| 60 \| shuts down 2026-10-23 \|
	250	+\| o1-pro \| 200,000 \| 100,000 \| 150 \| - \| 600 \| shuts down 2026-10-23 \|
	251	+\| gpt-4-turbo \| 128,000 \| 4,096 \| 10 \| - \| 30 \| shuts down 2026-10-23 \|
	252	+\| gpt-4 \| 8,192 \| 8,192 \| 30 \| - \| 60 \| shuts down 2026-10-23 \|
	253	+\| gpt-3.5-turbo \| 16,385 \| 4,096 \| 0.50 \| - \| 1.50 \| shuts down 2026-10-23 \|
	254	+
	255	+Tiers: Batch and Flex = ~50% of standard; Priority higher; Fast = 2x (not for gpt-6-astra with EU residency). Regional data residency +10% for models released after 2026-03-05. Tools: web search $10 / 1k calls (+ tokens), file search $2.50 / 1k calls + $0.10/GB/day storage (1 GB free), code interpreter $0.03-$1.92 per 20-min session by memory tier, MCP = tokens only. Unknown for this key: `gpt-5-search-api`, `gpt-4o-mini-search-preview`, the dead codex snapshots (set to `null` in the JSON).
	256	+
	257	+Sources: per-model pages under https://developers.openai.com/api/docs/models/<id> , https://developers.openai.com/api/docs/pricing
	258	+
	259	+## 12. Prompt caching
	260	+
	261	+Automatic prefix caching; minimum cacheable prefix 1,024 tokens (GPT-5.6+) / 2,048 (earlier). Reads at the "cached" price (0.1x on 5.6+, 0.5x on gpt-4o/o3-mini/o1); GPT-5.6+ also bill cache writes at 1.25x (reported in `usage.input_tokens_details.cache_write_tokens`, present in every usage object we saw). `prompt_cache_key` (routing hint, accepted on every model) ; `prompt_cache_retention: "in_memory" \| "24h"` for pre-5.6 models (accepted on gpt-5.5 and even gpt-6-astra, but docs say it is deprecated for 6 -> use `prompt_cache_options: { ttl: "30m" }`, verified accepted on gpt-5.6-sol, echoed `{mode:"implicit", ttl:"30m"}`). `cached_tokens` is exact on 5.6+, rounded to 128 earlier. Cache lifetime 5-10 min (up to 1 h) or 24 h; not shared across orgs.
	262	+
	263	+Source: https://developers.openai.com/api/docs/guides/prompt-caching
	264	+
	265	+## 13. Rate limits, headers, retries, timeouts
	266	+
	267	+- Dimensions: RPM, TPM, RPD, TPD, IPM (+ audio minutes). Tiers Free..Tier 5 by cumulative spend; this key is Tier 5 (headers show 15,000 RPM / 40M TPM on gpt-5.5, 30,000 RPM / 150M TPM on gpt-4.1-mini).
	268	+- Headers (verified on every 200): `x-ratelimit-limit-requests`, `x-ratelimit-remaining-requests`, `x-ratelimit-reset-requests` (e.g. `4ms`, `6m0s`), `x-ratelimit-limit-tokens`, `x-ratelimit-remaining-tokens`, `x-ratelimit-reset-tokens`; docs also list `x-ratelimit-limit-project-tokens` / `x-ratelimit-remaining-project-tokens` and `Retry-After` (seconds) on 429/503. Also `x-request-id` and `openai-processing-ms`.
	269	+- 429 codes: `rate_limit_exceeded`, `slow_down` (traffic ramped too fast), `insufficient_quota` / `credit_balance_exhausted`, `organization_spend_limit_exceeded`, `project_spend_limit_exceeded`, `organization_usage_limit_exceeded`. 503 `server_is_overloaded`. Billing/quota 429s must not be retried.
	270	+- Retry guidance: honour `Retry-After` when present, else exponential backoff with jitter; ramp traffic <= +50% per 15 min above 1M TPM. SDK default: `maxRetries: 2`, retries 408/409/429/>=500 and any response with `x-should-retry: true`, honours `retry-after-ms` / `retry-after`, backoff 0.5 s x 2^n capped at 8 s with up to 25% jitter. For a BYOK chat UI use `maxRetries: 1-2` for non-streaming, and do not retry once streaming has begun.
	271	+- Timeouts: SDK default 10 minutes (`OpenAI.DEFAULT_TIMEOUT = 600000`). Recommend: 60 s connect/first-byte for chat, overall 5-10 min for high/xhigh/max effort, and `background: true` (+ polling / resumable stream) for pro models and anything expected to run > 1-2 min. Docs: streaming is "the single most effective approach" to perceived latency; `service_tier: "priority" \| "fast"` buys lower latency at higher price (`flex` accepted on gpt-5.4-mini: slower, cheaper).
	272	+
	273	+Sources: https://developers.openai.com/api/docs/guides/rate-limits , https://developers.openai.com/api/docs/guides/error-codes , https://developers.openai.com/api/docs/guides/latency-optimization , SDK `client.js`
	274	+
	275	+## 14. Error schema
	276	+
	277	+HTTP body: `{ "error": { "message", "type", "param", "code" } }` (raw fetch with a bad key also returned a top-level `"status": 401`). SDK maps to `BadRequestError` (400), `AuthenticationError` (401), `PermissionDeniedError` (403), `NotFoundError` (404), `RateLimitError` (429), `InternalServerError` (>=500), `APIConnectionError`, `APITimeoutError`; each exposes `.status`, `.code`, `.type`, `.param`, `.requestID`, `.headers`, `.error` (raw body).
	278	+
	279	+Verified examples:
	280	+
	281	+\| Case \| Status \| `type` \| `code` \| `param` \| `message` \|
	282	+\|---\|---\|---\|---\|---\|---\|
	283	+\| invalid key \| 401 \| invalid_request_error \| `invalid_api_key` \| null \| `Incorrect API key provided: sk-inva*****key. You can find your API key at https://platform.openai.com/account/api-keys.` \|
	284	+\| unknown model \| 404 \| invalid_request_error \| `model_not_found` \| null \| ``The model `gpt-does-not-exist` does not exist or you do not have access to it.`` \|
	285	+\| CC-only model on Responses \| 400 \| invalid_request_error \| `model_not_found` \| model \| `The requested model 'gpt-5-search-api' is not supported with the Responses API.` \|
	286	+\| wrong type \| 400 \| invalid_request_error \| `invalid_type` \| max_output_tokens \| `Invalid type for 'max_output_tokens': expected an integer, but got a string instead.` \|
	287	+\| below min \| 400 \| invalid_request_error \| `integer_below_min_value` \| max_output_tokens \| `Invalid 'max_output_tokens': integer below minimum value. Expected a value >= 16, but got 5 instead.` \|
	288	+\| unsupported param \| 400 \| invalid_request_error \| null \| temperature \| `Unsupported parameter: 'temperature' is not supported with this model.` \|
	289	+\| unsupported param \| 400 \| invalid_request_error \| `unsupported_parameter` \| reasoning.effort \| `Unsupported parameter: 'reasoning.effort' is not supported with this model.` \|
	290	+\| unsupported value \| 400 \| invalid_request_error \| `unsupported_value` \| reasoning.effort \| `Unsupported value: 'minimal' is not supported with the 'gpt-5.5' model. Supported values are: 'none', 'low', 'medium', 'high', and 'xhigh'.` \|
	291	+\| unknown param \| 400 \| invalid_request_error \| `unknown_parameter` \| stop \| `Unknown parameter: 'stop'. Did you mean 'store'?` \|
	292	+\| logprobs on reasoning \| 400 \| invalid_request_error \| `unsupported_parameter` \| - \| `logprobs are not supported with reasoning models.` \|
	293	+\| prev response gone \| 400 \| invalid_request_error \| `previous_response_not_found` \| previous_response_id \| `Previous response with id 'resp_...' not found.` \|
	294	+\| audio in Responses \| 400 \| invalid_request_error \| null \| input \| `Audio input is not available.` \|
	295	+
	296	+Note `code` is sometimes null for "Unsupported parameter" errors; match on `param` + message prefix as well. Other documented codes: `context_length_exceeded`, `invalid_service_tier`, `insufficient_quota`, `rate_limit_exceeded`, `slow_down`, `server_is_overloaded`.
	297	+
	298	+## 15. Usage reporting and token counting
	299	+
	300	+- Every response (and `response.completed`) has `usage: { input_tokens, input_tokens_details: { cached_tokens, cache_write_tokens }, output_tokens, output_tokens_details: { reasoning_tokens }, total_tokens }`. Web search inflates `input_tokens` heavily (4.7k-8.8k for a one-line question) because search results are injected as context and billed as input.
	301	+- Chat Completions usage: `prompt_tokens`, `completion_tokens`, `total_tokens`, `prompt_tokens_details {cached_tokens, audio_tokens}`, `completion_tokens_details {reasoning_tokens, audio_tokens, accepted_prediction_tokens, rejected_prediction_tokens}`; streaming needs `stream_options: {include_usage: true}` (usage arrives in a final chunk with empty `choices`).
	302	+- Pre-flight counting: `POST /v1/responses/input_tokens` (`{model, input, instructions?, tools?, conversation?, previous_response_id?}` -> `{object:"response.input_tokens", input_tokens}`); SDK: `client.responses.inputTokens.count(...)`. Client-side: `tiktoken` / `js-tiktoken` with `o200k_base` for gpt-4o and newer (approximation only for images/PDF). Rule of thumb 1 token ~ 4 chars English.
	303	+- SDK 7.8 added `compute_units` tracking on usage for some tiers (not observed in our responses).
	304	+
	305	+Source: https://developers.openai.com/api/docs/api-reference/responses/input-tokens
	306	+
	307	+## 16. Model listing
	308	+
	309	+`GET /v1/models` (SDK `client.models.list()` auto-paginates) returns `{id, object:"model", created, owned_by, shutdown_date}`. `shutdown_date` is the only lifecycle signal (ISO date or null; documented as "The date when the model will shut down, or null if not announced"). No capability, context or pricing metadata is exposed, so a static registry is mandatory (`openai.models.json`). 131 ids were returned for this key on 2026-09-08; 55 carried a `shutdown_date`, several already in the past (see 18). Filtering heuristics for chat models: exclude ids matching `babbage\|davinci\|instruct\|transcribe\|tts\|whisper\|audio\|realtime\|image\|sora\|embedding\|moderation\|search-preview\|search-api\|deep-research\|codex` and anything whose `shutdown_date < today`; keep the rest and look it up in the registry (unknown ids -> show as "unverified").
	310	+
	311	+Source: https://developers.openai.com/api/docs/api-reference/models
	312	+
	313	+## 17. Aliases
	314	+
	315	+- `gpt-5.6` -> `gpt-5.6-sol` (documented; verified `response.model === "gpt-5.6-sol"`; not itself listed by `/v1/models`).
	316	+- `gpt-5.5` -> `gpt-5.5-2026-04-23`; `gpt-5.4` -> `-2026-03-05`; `gpt-5.4-mini`/`-nano` -> `-2026-03-17`; `gpt-5.2` -> `-2025-12-11`; `gpt-5.1` -> `-2025-11-13`; `gpt-5` -> `-2025-08-07`; `gpt-4.1` -> `-2025-04-14`; `gpt-4o` -> `-2024-08-06` (not the newest 11-20 snapshot); `gpt-4o-mini` -> `-2024-07-18`; `o3` -> `-2025-04-16`; `o4-mini` -> `-2025-04-16`; `o3-mini` -> `-2025-01-31`; `gpt-4-turbo` -> `-2024-04-09`; `gpt-3.5-turbo` -> `-0125`. `gpt-6-astra`, `gpt-5.6-*`, `gpt-5.3-codex`, `chat-latest` have no dated snapshot (echoed as-is).
	317	+- `-chat-latest` aliases (gpt-5 / 5.1 / 5.2 / 5.3) are dead* (404) although still listed; `chat-latest` is the live ChatGPT-Instant alias.
	318	+
	319	+## 18. Lifecycle / deprecations relevant to a chat app
	320	+
	321	+\| Shutdown \| Models \| Replacement \|
	322	+\|---\|---\|---\|
	323	+\| 2026-07-23 (passed; 404 today) \| gpt-5-chat-latest, gpt-5.1-chat-latest, gpt-5-codex, gpt-5.1-codex(-max/-mini), gpt-5.2-codex, o3-deep-research, o4-mini-deep-research, *-search-preview-2025-03-11 snapshots \| gpt-6-astra / gpt-5.3-codex \|
	324	+\| 2026-08-10 (passed; 404) \| gpt-5.2-chat-latest, gpt-5.3-chat-latest \| chat-latest / gpt-6-astra \|
	325	+\| 2026-08-26 \| Assistants API \| Responses + Conversations \|
	326	+\| 2026-09-24 \| sora-2, sora-2-pro, Videos API \| - \|
	327	+\| 2026-09-28 \| gpt-3.5-turbo-1106, gpt-3.5-turbo-instruct, babbage-002, davinci-002 \| gpt-5.6-terra \|
	328	+\| 2026-10-23 \| gpt-3.5-turbo(-0125), gpt-4(-0613), gpt-4-turbo, gpt-4.1-nano, gpt-4o-2024-05-13, gpt-image-1, o1, o1-pro, o3-mini, o4-mini \| gpt-5.6-sol / terra / luna (o1-pro -> 5.6-sol `reasoning.mode: pro`) \|
	329	+\| 2026-11-30 \| v1/prompts, Evals, Agent Builder \| - \|
	330	+\| 2026-12-01 \| gpt-image-1-mini, gpt-image-1.5, chatgpt-image-latest \| gpt-image-2 \|
	331	+\| 2026-12-11 \| gpt-5-2025-08-07, gpt-5-mini-2025-08-07, gpt-5-nano-2025-08-07, gpt-5-pro-2025-10-06, o3-2025-04-16, o3-pro-2025-06-10 (the bare aliases `gpt-5`, `o3` currently have `shutdown_date: null`) \| gpt-5.6-sol / terra / luna \|
	332	+\| 2027-01-20 / 2027-02-26 \| legacy audio/realtime/transcribe models \| gpt-audio-1.5, gpt-realtime-2.1, gpt-transcribe \|
	333	+
	334	+Fine-tuning: closed to new orgs since 2026-05-07; no new jobs at all after 2027-01-06.
	335	+
	336	+Source: https://developers.openai.com/api/docs/deprecations + `shutdown_date` from `/v1/models`
	337	+
	338	+## 19. Built-in tools, state, safety
	339	+
	340	+- Conversation state: `store` defaults to true (30-day retention, visible in dashboard logs) - set `store:false` for privacy-minded BYOK usage and manage history client-side; then use `include:["reasoning.encrypted_content"]` and replay all output items. `previous_response_id` (verified) and `conversation` (Conversations API, `conv_...`, not subject to 30-day TTL) require `store:true`. Server-side compaction: `context_management:[{type:"compaction", compact_threshold}]`.
	341	+- Web search: `{type:"web_search", search_context_size?:"low"\|"medium"\|"high", user_location?:{type:"approximate", country, city, region, timezone}, filters?:{allowed_domains[] \| blocked_domains[]} (<=100), external_web_access?, search_content_types?:["text","image"], return_token_budget?}` (legacy `web_search_preview` still accepted). Output: `web_search_call` items (`action: {type:"search", queries[], query} \| {type:"open_page", url} \| {type:"find_in_page"}`) then a `message` whose `output_text` part has `annotations: [{type:"url_citation", start_index, end_index, url, title}]` and inline markdown links with `?utm_source=openai`. Events: `response.web_search_call.{in_progress,searching,completed}`, `response.output_text.annotation.added`. Verified on gpt-4.1-mini and gpt-5.5 (effort low); the gpt-5.5 default-effort attempt at 200 tokens ended with three searches and no message - budget again. Search context capped at 128k. Supported per docs on gpt-6, 5.6, 5.5, 5.4 family, 5.2, 5.1, 5(-mini/-nano), 4.1(-mini), 4o(-mini), o3, o4-mini, chat-latest; not on gpt-4.1-nano, o3-mini, o1, gpt-4, gpt-3.5.
	342	+- Code execution: `{type:"code_interpreter", container: {type:"auto", memory_limit?:"1g"\|"4g"\|"16g"\|"64g", file_ids?} \| "cntr_..."}` -> `code_interpreter_call {code, outputs, container_id}`; generated files as `container_file_citation` annotations; 100 RPM/org; events `response.code_interpreter_call*`. Also `shell` (hosted shell), `local_shell`, `apply_patch`, skills.
	343	+- File search: `{type:"file_search", vector_store_ids[], max_num_results?, filters?, ranking_options?}` -> `file_search_call` + `file_citation {file_id, filename, index}` annotations; `include:["file_search_call.results"]`.
	344	+- Computer use: `{type:"computer"}` (new) or `computer_use_preview {display_width, display_height, environment}`; `computer_call` -> reply with `computer_call_output {call_id, output:{type:"computer_screenshot", image_url}}`; docs recommend GPT-6 Astra with code execution instead. Not relevant for PolyLLM v1.
	345	+- MCP: `{type:"mcp", server_label, server_url \| connector_id, server_description?, authorization?, headers?, allowed_tools?, require_approval:"never"\|"always"\|{...}, defer_loading?}` -> `mcp_list_tools`, `mcp_call`, `mcp_approval_request` (answer with `mcp_approval_response {approval_request_id, approve}`); events `response.mcp_call`, `response.mcp_list_tools`. Billing = tokens only. 8 first-party connectors (Gmail, Drive, Calendar, Dropbox, Teams, Outlook x2, SharePoint).
	346	+- Citations/annotations: `url_citation`, `file_citation`, `container_file_citation`, `file_path` types on `output_text.annotations[]`; streamed through `response.output_text.annotation.added`.
	347	+- Safety: send `safety_identifier` (hashed user id) on every request; `incomplete_details.reason:"content_filter"` and `refusal` parts must be surfaced; free Moderation API (`omni-moderation-latest`) available; revoke leaked keys immediately. `moderation` request param exists in the SDK types.
	348	+
	349	+Sources: https://developers.openai.com/api/docs/guides/conversation-state , https://developers.openai.com/api/docs/guides/tools-web-search , https://developers.openai.com/api/docs/guides/tools-code-interpreter , https://developers.openai.com/api/docs/guides/tools-file-search , https://developers.openai.com/api/docs/guides/tools-computer-use , https://developers.openai.com/api/docs/guides/tools-remote-mcp , https://developers.openai.com/api/docs/guides/safety-best-practices
	350	+
	351	+## 20. Probe results (2026-09-08, key = Tier 5 project key)
	352	+
	353	+Legend: OK = completed with expected output; INC = accepted but `status:"incomplete"` (reasoning consumed the <= 200-token cap); 4xx = rejected with the quoted message.
	354	+
	355	+\| Probe \| gpt-5.5 \| gpt-5.4-mini \| gpt-5.6-sol \| gpt-6-astra \| gpt-4.1-mini \| o4-mini \|
	356	+\|---\|---\|---\|---\|---\|---\|---\|
	357	+\| (a) basic Responses, 200 tok \| OK (`gpt-5.5-2026-04-23`, 12 reasoning tok) \| OK (0 reasoning) \| OK (0 reasoning) \| OK (0 reasoning) \| OK \| OK (64 reasoning) \|
	358	+\| (b) streaming events \| OK, reasoning item but no summary events \| OK \| OK, `reasoning_summary_*` events seen \| OK, no summary events \| OK \| INC: summary events, then `response.incomplete` \|
	359	+\| (c) temperature / top_p \| 400 `Unsupported parameter: 'temperature' is not supported with this model.` (OK with `effort:"none"`) \| OK (echo 0.5) \| 400 same (OK with `effort:"none"`) \| 400 same; `effort:"none"` itself rejected \| OK \| 400 same \|
	360	+\| (c) frequency/presence_penalty \| 400 `Unsupported parameter: 'frequency_penalty' is not supported with this model.` \| OK \| 400 \| 400 \| OK \| 400 \|
	361	+\| (c) seed \| 400 `unknown_parameter` `Unknown parameter: 'seed'.` (all models) \| \| \| \| \| \|
	362	+\| (c) stop \| 400 `unknown_parameter` `Unknown parameter: 'stop'. Did you mean 'store'?` (all models) \| \| \| \| \| \|
	363	+\| (c) logprobs \| 400 `logprobs are not supported with reasoning models.` \| OK \| 400 \| 400 \| OK \| 400 \|
	364	+\| (c) effort none \| OK \| OK \| OK \| 400 `Unsupported value: 'none' is not supported with the 'gpt-6-astra' model. Supported values are: 'low', 'medium', 'high', 'xhigh', and 'max'.` \| 400 `Unsupported parameter: 'reasoning.effort' is not supported with this model.` \| 400 `Supported values are: 'low', 'medium', and 'high'.` \|
	365	+\| (c) effort minimal \| 400 `... Supported values are: 'none', 'low', 'medium', 'high', and 'xhigh'.` \| 400 same \| 400 `... 'none', 'low', 'medium', 'high', 'xhigh', and 'max'.` \| 400 \| 400 \| 400 \|
	366	+\| (c) effort low/medium/high \| OK \| OK \| OK \| OK \| 400 \| OK \|
	367	+\| (c) effort xhigh \| OK \| OK \| OK \| OK \| 400 \| 400 \|
	368	+\| (c) effort max \| 400 \| 400 \| OK \| OK \| 400 \| 400 \|
	369	+\| (c) reasoning.summary auto \| OK (echo `detailed`) \| OK \| OK \| OK \| OK (ignored) \| OK \|
	370	+\| (c) text.verbosity low \| OK \| OK \| OK \| OK \| 400 `Unsupported value: 'low' is not supported with the 'gpt-4.1-mini' model. Supported values are: 'medium'.` \| 400 same wording \|
	371	+\| (c) max_output_tokens 5 \| 400 `integer_below_min_value` `Expected a value >= 16, but got 5 instead.` (all) \| \| \| \| \| \|
	372	+\| (c) truncation auto, prompt_cache_key, store:false+encrypted \| OK on all six \| \| \| \| \| \|
	373	+\| (d) function call, streaming \| OK: `function_call` item, args `{"city":"Paris","unit":"c"}`, round trip -> "18°C and cloudy" \| OK (+ `previous_response_id` variant OK) \| OK \| OK \| OK \| INC (192 reasoning tokens, no call) \|
	374	+\| (e) json_schema strict \| OK parsed \| OK \| OK \| OK \| OK \| INC \|
	375	+\| (f) vision 2x2 PNG \| INC at default effort; OK with `effort:"none"` \| OK \| INC default; OK with `effort:"none"` \| OK (`effort:"low"`, detail high) \| OK \| INC (even at `effort:"low"`) \|
	376	+\| (h) web_search tool \| OK with `effort:"low"`: `web_search_call` + `url_citation` annotation; default effort at 200 tok: 3 searches, no message \| OK (3 searches + message, no citation) \| not probed \| not probed \| OK with citation \| not probed \|
	377	+\| (i) Chat Completions \| `temperature:0.3` -> 400 `Only the default (1) value is supported`; `reasoning_effort`+`verbosity` OK \| - \| - \| `max_tokens` -> 400 `Use 'max_completion_tokens' instead.` \| OK streaming, usage in last chunk \| OK streaming \|
	378	+\| (g) invalid key \| 401 `invalid_api_key` (`AuthenticationError`) - see section 14 \| \| \| \| \| \|
	379	+
	380	+Other probes: `gpt-5.6` alias OK; 26-model sweep OK except `gpt-5.3-chat-latest` (404); `gpt-5-nano` INC at default effort; `o1` INC at 32 tokens; `gpt-5.5-pro` OK (7.3 s, "pong"); `gpt-4.1-nano`, `gpt-4-turbo`, `gpt-3.5-turbo`, `o3-mini` still answer despite announced shutdowns; `gpt-5-search-api` works only via `chat.completions`; PDF input OK on gpt-5.4-mini; `previous_response_id` OK (remembered "7"); `service_tier:"flex"` OK; `input_audio` -> 400 `Audio input is not available.`; `prompt_cache_options.ttl:"30m"` OK on gpt-5.6-sol.
	381	+
	382	+## 21. Adapter recommendations (summary)
	383	+
	384	+1. Responses API only; Chat Completions merely as an optional legacy toggle (needed for `gpt-audio-`, `-search-*`).
	385	+2. Registry-driven parameter gating: sampling params allowed iff model is non-reasoning or `effort === "none"`; never send `seed`/`stop`; `max_output_tokens >= 16` and default it high (>= 4k) for reasoning models; effort dropdown filtered per model (`reasoningEfforts` in the JSON).
	386	+3. Stream handler keyed on `event.type`; treat `response.incomplete` as a normal terminal event (show partial text + "reasoning exhausted budget" hint when `reason === "max_output_tokens"` and no text).
	387	+4. Default `store:false` + `include:["reasoning.encrypted_content"]`, replay full `output` items each turn; offer `previous_response_id` mode only when the user opts into server-side storage.
	388	+5. Persist `usage` (incl. `cached_tokens`, `cache_write_tokens`, `reasoning_tokens`) per message and price with the registry table; web-search turns cost 5-9k input tokens.
	389	+6. Model list = `GET /v1/models` filtered by regex + `shutdown_date`, then joined with `openai.models.json`; show shutdown badges for dates < 90 days away.
	390	+7. Errors: map on `status` + `code` + `param`; `code` can be null for "Unsupported parameter" - fall back to message prefix; never retry 401/400/quota-429.

added docs/provider-research/openai.models.json +4472 −0

		`@@ -0,0 +1,4472 @@`
	1	+[
	2	+ {
	3	+ "id": "chat-latest",
	4	+ "displayName": "ChatGPT Instant (chat-latest)",
	5	+ "family": "chat-latest",
	6	+ "contextTokens": 400000,
	7	+ "maxOutputTokens": 128000,
	8	+ "capabilities": {
	9	+ "text": true,
	10	+ "vision": true,
	11	+ "audioInput": false,
	12	+ "audioOutput": false,
	13	+ "imageGeneration": true,
	14	+ "video": false,
	15	+ "reasoning": false,
	16	+ "tools": true,
	17	+ "structuredOutput": true,
	18	+ "streaming": true,
	19	+ "files": true,
	20	+ "webSearch": true
	21	+ },
	22	+ "parameters": {
	23	+ "temperature": null,
	24	+ "topP": null,
	25	+ "topK": "unsupported",
	26	+ "maxTokens": "supported",
	27	+ "reasoningEffort": "unsupported",
	28	+ "thinkingBudget": "unsupported",
	29	+ "stop": "conditional",
	30	+ "seed": "conditional",
	31	+ "frequencyPenalty": null,
	32	+ "presencePenalty": null,
	33	+ "verbosity": "supported"
	34	+ },
	35	+ "pricing": {
	36	+ "inputPerMillion": 5,
	37	+ "cachedInputPerMillion": 0.5,
	38	+ "outputPerMillion": 30
	39	+ },
	40	+ "status": "active",
	41	+ "notes": "Latest ChatGPT Instant model; non-reasoning (probe echoed reasoning.effort medium but 0 reasoning tokens). Max input 272,000. No Batch. Docs recommend GPT-6 Astra for production. Sampling params not probed. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	42	+ "reasoningEfforts": null,
	43	+ "defaultReasoningEffort": null,
	44	+ "apis": [
	45	+ "responses",
	46	+ "chat"
	47	+ ],
	48	+ "knowledgeCutoff": "2025-08-31",
	49	+ "shutdownDate": null,
	50	+ "snapshotOf": null
	51	+ },
	52	+ {
	53	+ "id": "gpt-3.5-turbo",
	54	+ "displayName": "GPT-3.5 Turbo",
	55	+ "family": "gpt-3.5",
	56	+ "contextTokens": 16385,
	57	+ "maxOutputTokens": 4096,
	58	+ "capabilities": {
	59	+ "text": true,
	60	+ "vision": false,
	61	+ "audioInput": false,
	62	+ "audioOutput": false,
	63	+ "imageGeneration": false,
	64	+ "video": false,
	65	+ "reasoning": false,
	66	+ "tools": true,
	67	+ "structuredOutput": false,
	68	+ "streaming": true,
	69	+ "files": false,
	70	+ "webSearch": false
	71	+ },
	72	+ "parameters": {
	73	+ "temperature": "supported",
	74	+ "topP": "supported",
	75	+ "topK": "unsupported",
	76	+ "maxTokens": "supported",
	77	+ "reasoningEffort": "unsupported",
	78	+ "thinkingBudget": "unsupported",
	79	+ "stop": "conditional",
	80	+ "seed": "conditional",
	81	+ "frequencyPenalty": "supported",
	82	+ "presencePenalty": "supported",
	83	+ "verbosity": "unsupported"
	84	+ },
	85	+ "pricing": {
	86	+ "inputPerMillion": 0.5,
	87	+ "cachedInputPerMillion": null,
	88	+ "outputPerMillion": 1.5
	89	+ },
	90	+ "status": "deprecated",
	91	+ "notes": "Alias; currently resolves to gpt-3.5-turbo-0125. shutdown_date (from GET /v1/models): 2026-10-23. Alias -> gpt-3.5-turbo-0125 (verified). shutdown_date 2026-10-23 (-1106 and -instruct: 2026-09-28) -> gpt-5.6-terra. Text only, JSON mode only. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	92	+ "reasoningEfforts": null,
	93	+ "defaultReasoningEffort": null,
	94	+ "apis": [
	95	+ "responses",
	96	+ "chat",
	97	+ "batch",
	98	+ "fine-tuning"
	99	+ ],
	100	+ "knowledgeCutoff": null,
	101	+ "shutdownDate": "2026-10-23",
	102	+ "snapshotOf": null
	103	+ },
	104	+ {
	105	+ "id": "gpt-3.5-turbo-0125",
	106	+ "displayName": "GPT-3.5 Turbo (0125)",
	107	+ "family": "gpt-3.5",
	108	+ "contextTokens": 16385,
	109	+ "maxOutputTokens": 4096,
	110	+ "capabilities": {
	111	+ "text": true,
	112	+ "vision": false,
	113	+ "audioInput": false,
	114	+ "audioOutput": false,
	115	+ "imageGeneration": false,
	116	+ "video": false,
	117	+ "reasoning": false,
	118	+ "tools": true,
	119	+ "structuredOutput": false,
	120	+ "streaming": true,
	121	+ "files": false,
	122	+ "webSearch": false
	123	+ },
	124	+ "parameters": {
	125	+ "temperature": "supported",
	126	+ "topP": "supported",
	127	+ "topK": "unsupported",
	128	+ "maxTokens": "supported",
	129	+ "reasoningEffort": "unsupported",
	130	+ "thinkingBudget": "unsupported",
	131	+ "stop": "conditional",
	132	+ "seed": "conditional",
	133	+ "frequencyPenalty": "supported",
	134	+ "presencePenalty": "supported",
	135	+ "verbosity": "unsupported"
	136	+ },
	137	+ "pricing": {
	138	+ "inputPerMillion": 0.5,
	139	+ "cachedInputPerMillion": null,
	140	+ "outputPerMillion": 1.5
	141	+ },
	142	+ "status": "deprecated",
	143	+ "notes": "Dated snapshot of gpt-3.5-turbo. shutdown_date (from GET /v1/models): 2026-10-23. Alias -> gpt-3.5-turbo-0125 (verified). shutdown_date 2026-10-23 (-1106 and -instruct: 2026-09-28) -> gpt-5.6-terra. Text only, JSON mode only. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	144	+ "reasoningEfforts": null,
	145	+ "defaultReasoningEffort": null,
	146	+ "apis": [
	147	+ "responses",
	148	+ "chat",
	149	+ "batch",
	150	+ "fine-tuning"
	151	+ ],
	152	+ "knowledgeCutoff": null,
	153	+ "shutdownDate": "2026-10-23",
	154	+ "snapshotOf": "gpt-3.5-turbo"
	155	+ },
	156	+ {
	157	+ "id": "gpt-3.5-turbo-1106",
	158	+ "displayName": "GPT-3.5 Turbo (1106)",
	159	+ "family": "gpt-3.5",
	160	+ "contextTokens": 16385,
	161	+ "maxOutputTokens": 4096,
	162	+ "capabilities": {
	163	+ "text": true,
	164	+ "vision": false,
	165	+ "audioInput": false,
	166	+ "audioOutput": false,
	167	+ "imageGeneration": false,
	168	+ "video": false,
	169	+ "reasoning": false,
	170	+ "tools": true,
	171	+ "structuredOutput": false,
	172	+ "streaming": true,
	173	+ "files": false,
	174	+ "webSearch": false
	175	+ },
	176	+ "parameters": {
	177	+ "temperature": "supported",
	178	+ "topP": "supported",
	179	+ "topK": "unsupported",
	180	+ "maxTokens": "supported",
	181	+ "reasoningEffort": "unsupported",
	182	+ "thinkingBudget": "unsupported",
	183	+ "stop": "conditional",
	184	+ "seed": "conditional",
	185	+ "frequencyPenalty": "supported",
	186	+ "presencePenalty": "supported",
	187	+ "verbosity": "unsupported"
	188	+ },
	189	+ "pricing": {
	190	+ "inputPerMillion": 0.5,
	191	+ "cachedInputPerMillion": null,
	192	+ "outputPerMillion": 1.5
	193	+ },
	194	+ "status": "deprecated",
	195	+ "notes": "Dated snapshot of gpt-3.5-turbo. shutdown_date (from GET /v1/models): 2026-09-28. Alias -> gpt-3.5-turbo-0125 (verified). shutdown_date 2026-10-23 (-1106 and -instruct: 2026-09-28) -> gpt-5.6-terra. Text only, JSON mode only. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	196	+ "reasoningEfforts": null,
	197	+ "defaultReasoningEffort": null,
	198	+ "apis": [
	199	+ "responses",
	200	+ "chat",
	201	+ "batch",
	202	+ "fine-tuning"
	203	+ ],
	204	+ "knowledgeCutoff": null,
	205	+ "shutdownDate": "2026-09-28",
	206	+ "snapshotOf": "gpt-3.5-turbo"
	207	+ },
	208	+ {
	209	+ "id": "gpt-3.5-turbo-16k",
	210	+ "displayName": "GPT-3.5 Turbo (16k)",
	211	+ "family": "gpt-3.5",
	212	+ "contextTokens": 16385,
	213	+ "maxOutputTokens": 4096,
	214	+ "capabilities": {
	215	+ "text": true,
	216	+ "vision": false,
	217	+ "audioInput": false,
	218	+ "audioOutput": false,
	219	+ "imageGeneration": false,
	220	+ "video": false,
	221	+ "reasoning": false,
	222	+ "tools": true,
	223	+ "structuredOutput": false,
	224	+ "streaming": true,
	225	+ "files": false,
	226	+ "webSearch": false
	227	+ },
	228	+ "parameters": {
	229	+ "temperature": "supported",
	230	+ "topP": "supported",
	231	+ "topK": "unsupported",
	232	+ "maxTokens": "supported",
	233	+ "reasoningEffort": "unsupported",
	234	+ "thinkingBudget": "unsupported",
	235	+ "stop": "conditional",
	236	+ "seed": "conditional",
	237	+ "frequencyPenalty": "supported",
	238	+ "presencePenalty": "supported",
	239	+ "verbosity": "unsupported"
	240	+ },
	241	+ "pricing": {
	242	+ "inputPerMillion": 0.5,
	243	+ "cachedInputPerMillion": null,
	244	+ "outputPerMillion": 1.5
	245	+ },
	246	+ "status": "deprecated",
	247	+ "notes": "Dated snapshot of gpt-3.5-turbo. Alias -> gpt-3.5-turbo-0125 (verified). shutdown_date 2026-10-23 (-1106 and -instruct: 2026-09-28) -> gpt-5.6-terra. Text only, JSON mode only. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	248	+ "reasoningEfforts": null,
	249	+ "defaultReasoningEffort": null,
	250	+ "apis": [
	251	+ "responses",
	252	+ "chat",
	253	+ "batch",
	254	+ "fine-tuning"
	255	+ ],
	256	+ "knowledgeCutoff": null,
	257	+ "shutdownDate": null,
	258	+ "snapshotOf": "gpt-3.5-turbo"
	259	+ },
	260	+ {
	261	+ "id": "gpt-4",
	262	+ "displayName": "GPT-4",
	263	+ "family": "gpt-4",
	264	+ "contextTokens": 8192,
	265	+ "maxOutputTokens": 8192,
	266	+ "capabilities": {
	267	+ "text": true,
	268	+ "vision": false,
	269	+ "audioInput": false,
	270	+ "audioOutput": false,
	271	+ "imageGeneration": false,
	272	+ "video": false,
	273	+ "reasoning": false,
	274	+ "tools": true,
	275	+ "structuredOutput": false,
	276	+ "streaming": true,
	277	+ "files": false,
	278	+ "webSearch": false
	279	+ },
	280	+ "parameters": {
	281	+ "temperature": "supported",
	282	+ "topP": "supported",
	283	+ "topK": "unsupported",
	284	+ "maxTokens": "supported",
	285	+ "reasoningEffort": "unsupported",
	286	+ "thinkingBudget": "unsupported",
	287	+ "stop": "conditional",
	288	+ "seed": "conditional",
	289	+ "frequencyPenalty": "supported",
	290	+ "presencePenalty": "supported",
	291	+ "verbosity": "unsupported"
	292	+ },
	293	+ "pricing": {
	294	+ "inputPerMillion": 30,
	295	+ "cachedInputPerMillion": null,
	296	+ "outputPerMillion": 60
	297	+ },
	298	+ "status": "deprecated",
	299	+ "notes": "shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-sol. Text only, no structured outputs (JSON mode only). Not probed. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	300	+ "reasoningEfforts": null,
	301	+ "defaultReasoningEffort": null,
	302	+ "apis": [
	303	+ "responses",
	304	+ "chat",
	305	+ "batch",
	306	+ "assistants",
	307	+ "fine-tuning"
	308	+ ],
	309	+ "knowledgeCutoff": "2023-12-01",
	310	+ "shutdownDate": "2026-10-23",
	311	+ "snapshotOf": null
	312	+ },
	313	+ {
	314	+ "id": "gpt-4-0613",
	315	+ "displayName": "GPT-4 (0613)",
	316	+ "family": "gpt-4",
	317	+ "contextTokens": 8192,
	318	+ "maxOutputTokens": 8192,
	319	+ "capabilities": {
	320	+ "text": true,
	321	+ "vision": false,
	322	+ "audioInput": false,
	323	+ "audioOutput": false,
	324	+ "imageGeneration": false,
	325	+ "video": false,
	326	+ "reasoning": false,
	327	+ "tools": true,
	328	+ "structuredOutput": false,
	329	+ "streaming": true,
	330	+ "files": false,
	331	+ "webSearch": false
	332	+ },
	333	+ "parameters": {
	334	+ "temperature": "supported",
	335	+ "topP": "supported",
	336	+ "topK": "unsupported",
	337	+ "maxTokens": "supported",
	338	+ "reasoningEffort": "unsupported",
	339	+ "thinkingBudget": "unsupported",
	340	+ "stop": "conditional",
	341	+ "seed": "conditional",
	342	+ "frequencyPenalty": "supported",
	343	+ "presencePenalty": "supported",
	344	+ "verbosity": "unsupported"
	345	+ },
	346	+ "pricing": {
	347	+ "inputPerMillion": 30,
	348	+ "cachedInputPerMillion": null,
	349	+ "outputPerMillion": 60
	350	+ },
	351	+ "status": "deprecated",
	352	+ "notes": "Dated snapshot of gpt-4. shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-sol. Text only, no structured outputs (JSON mode only). Not probed. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	353	+ "reasoningEfforts": null,
	354	+ "defaultReasoningEffort": null,
	355	+ "apis": [
	356	+ "responses",
	357	+ "chat",
	358	+ "batch",
	359	+ "assistants",
	360	+ "fine-tuning"
	361	+ ],
	362	+ "knowledgeCutoff": "2023-12-01",
	363	+ "shutdownDate": "2026-10-23",
	364	+ "snapshotOf": "gpt-4"
	365	+ },
	366	+ {
	367	+ "id": "gpt-4-turbo",
	368	+ "displayName": "GPT-4 Turbo",
	369	+ "family": "gpt-4",
	370	+ "contextTokens": 128000,
	371	+ "maxOutputTokens": 4096,
	372	+ "capabilities": {
	373	+ "text": true,
	374	+ "vision": true,
	375	+ "audioInput": false,
	376	+ "audioOutput": false,
	377	+ "imageGeneration": false,
	378	+ "video": false,
	379	+ "reasoning": false,
	380	+ "tools": true,
	381	+ "structuredOutput": true,
	382	+ "streaming": true,
	383	+ "files": null,
	384	+ "webSearch": false
	385	+ },
	386	+ "parameters": {
	387	+ "temperature": "supported",
	388	+ "topP": "supported",
	389	+ "topK": "unsupported",
	390	+ "maxTokens": "supported",
	391	+ "reasoningEffort": "unsupported",
	392	+ "thinkingBudget": "unsupported",
	393	+ "stop": "conditional",
	394	+ "seed": "conditional",
	395	+ "frequencyPenalty": "supported",
	396	+ "presencePenalty": "supported",
	397	+ "verbosity": "unsupported"
	398	+ },
	399	+ "pricing": {
	400	+ "inputPerMillion": 10,
	401	+ "cachedInputPerMillion": null,
	402	+ "outputPerMillion": 30
	403	+ },
	404	+ "status": "deprecated",
	405	+ "notes": "shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-sol. Still answers (verified). No prompt caching. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	406	+ "reasoningEfforts": null,
	407	+ "defaultReasoningEffort": null,
	408	+ "apis": [
	409	+ "responses",
	410	+ "chat",
	411	+ "batch",
	412	+ "assistants"
	413	+ ],
	414	+ "knowledgeCutoff": "2023-12-01",
	415	+ "shutdownDate": "2026-10-23",
	416	+ "snapshotOf": null
	417	+ },
	418	+ {
	419	+ "id": "gpt-4-turbo-2024-04-09",
	420	+ "displayName": "GPT-4 Turbo (2024-04-09)",
	421	+ "family": "gpt-4",
	422	+ "contextTokens": 128000,
	423	+ "maxOutputTokens": 4096,
	424	+ "capabilities": {
	425	+ "text": true,
	426	+ "vision": true,
	427	+ "audioInput": false,
	428	+ "audioOutput": false,
	429	+ "imageGeneration": false,
	430	+ "video": false,
	431	+ "reasoning": false,
	432	+ "tools": true,
	433	+ "structuredOutput": true,
	434	+ "streaming": true,
	435	+ "files": null,
	436	+ "webSearch": false
	437	+ },
	438	+ "parameters": {
	439	+ "temperature": "supported",
	440	+ "topP": "supported",
	441	+ "topK": "unsupported",
	442	+ "maxTokens": "supported",
	443	+ "reasoningEffort": "unsupported",
	444	+ "thinkingBudget": "unsupported",
	445	+ "stop": "conditional",
	446	+ "seed": "conditional",
	447	+ "frequencyPenalty": "supported",
	448	+ "presencePenalty": "supported",
	449	+ "verbosity": "unsupported"
	450	+ },
	451	+ "pricing": {
	452	+ "inputPerMillion": 10,
	453	+ "cachedInputPerMillion": null,
	454	+ "outputPerMillion": 30
	455	+ },
	456	+ "status": "deprecated",
	457	+ "notes": "Dated snapshot of gpt-4-turbo. shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-sol. Still answers (verified). No prompt caching. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	458	+ "reasoningEfforts": null,
	459	+ "defaultReasoningEffort": null,
	460	+ "apis": [
	461	+ "responses",
	462	+ "chat",
	463	+ "batch",
	464	+ "assistants"
	465	+ ],
	466	+ "knowledgeCutoff": "2023-12-01",
	467	+ "shutdownDate": "2026-10-23",
	468	+ "snapshotOf": "gpt-4-turbo"
	469	+ },
	470	+ {
	471	+ "id": "gpt-4.1",
	472	+ "displayName": "GPT-4.1",
	473	+ "family": "gpt-4.1",
	474	+ "contextTokens": 1047576,
	475	+ "maxOutputTokens": 32768,
	476	+ "capabilities": {
	477	+ "text": true,
	478	+ "vision": true,
	479	+ "audioInput": false,
	480	+ "audioOutput": false,
	481	+ "imageGeneration": true,
	482	+ "video": false,
	483	+ "reasoning": false,
	484	+ "tools": true,
	485	+ "structuredOutput": true,
	486	+ "streaming": true,
	487	+ "files": true,
	488	+ "webSearch": true
	489	+ },
	490	+ "parameters": {
	491	+ "temperature": "supported",
	492	+ "topP": "supported",
	493	+ "topK": "unsupported",
	494	+ "maxTokens": "supported",
	495	+ "reasoningEffort": "unsupported",
	496	+ "thinkingBudget": "unsupported",
	497	+ "stop": "conditional",
	498	+ "seed": "conditional",
	499	+ "frequencyPenalty": "supported",
	500	+ "presencePenalty": "supported",
	501	+ "verbosity": "unsupported"
	502	+ },
	503	+ "pricing": {
	504	+ "inputPerMillion": 2,
	505	+ "cachedInputPerMillion": 0.5,
	506	+ "outputPerMillion": 8
	507	+ },
	508	+ "status": "active",
	509	+ "notes": "Snapshot gpt-4.1-2025-04-14. Non-reasoning; classic sampling params; text.verbosity only 'medium'. Web search supported. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	510	+ "reasoningEfforts": null,
	511	+ "defaultReasoningEffort": null,
	512	+ "apis": [
	513	+ "responses",
	514	+ "chat",
	515	+ "batch",
	516	+ "assistants",
	517	+ "fine-tuning"
	518	+ ],
	519	+ "knowledgeCutoff": "2024-06-01",
	520	+ "shutdownDate": null,
	521	+ "snapshotOf": null
	522	+ },
	523	+ {
	524	+ "id": "gpt-4.1-2025-04-14",
	525	+ "displayName": "GPT-4.1 (2025-04-14)",
	526	+ "family": "gpt-4.1",
	527	+ "contextTokens": 1047576,
	528	+ "maxOutputTokens": 32768,
	529	+ "capabilities": {
	530	+ "text": true,
	531	+ "vision": true,
	532	+ "audioInput": false,
	533	+ "audioOutput": false,
	534	+ "imageGeneration": true,
	535	+ "video": false,
	536	+ "reasoning": false,
	537	+ "tools": true,
	538	+ "structuredOutput": true,
	539	+ "streaming": true,
	540	+ "files": true,
	541	+ "webSearch": true
	542	+ },
	543	+ "parameters": {
	544	+ "temperature": "supported",
	545	+ "topP": "supported",
	546	+ "topK": "unsupported",
	547	+ "maxTokens": "supported",
	548	+ "reasoningEffort": "unsupported",
	549	+ "thinkingBudget": "unsupported",
	550	+ "stop": "conditional",
	551	+ "seed": "conditional",
	552	+ "frequencyPenalty": "supported",
	553	+ "presencePenalty": "supported",
	554	+ "verbosity": "unsupported"
	555	+ },
	556	+ "pricing": {
	557	+ "inputPerMillion": 2,
	558	+ "cachedInputPerMillion": 0.5,
	559	+ "outputPerMillion": 8
	560	+ },
	561	+ "status": "active",
	562	+ "notes": "Dated snapshot of gpt-4.1. Snapshot gpt-4.1-2025-04-14. Non-reasoning; classic sampling params; text.verbosity only 'medium'. Web search supported. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	563	+ "reasoningEfforts": null,
	564	+ "defaultReasoningEffort": null,
	565	+ "apis": [
	566	+ "responses",
	567	+ "chat",
	568	+ "batch",
	569	+ "assistants",
	570	+ "fine-tuning"
	571	+ ],
	572	+ "knowledgeCutoff": "2024-06-01",
	573	+ "shutdownDate": null,
	574	+ "snapshotOf": "gpt-4.1"
	575	+ },
	576	+ {
	577	+ "id": "gpt-4.1-mini",
	578	+ "displayName": "GPT-4.1 mini",
	579	+ "family": "gpt-4.1",
	580	+ "contextTokens": 1047576,
	581	+ "maxOutputTokens": 32768,
	582	+ "capabilities": {
	583	+ "text": true,
	584	+ "vision": true,
	585	+ "audioInput": false,
	586	+ "audioOutput": false,
	587	+ "imageGeneration": true,
	588	+ "video": false,
	589	+ "reasoning": false,
	590	+ "tools": true,
	591	+ "structuredOutput": true,
	592	+ "streaming": true,
	593	+ "files": true,
	594	+ "webSearch": true
	595	+ },
	596	+ "parameters": {
	597	+ "temperature": "supported",
	598	+ "topP": "supported",
	599	+ "topK": "unsupported",
	600	+ "maxTokens": "supported",
	601	+ "reasoningEffort": "unsupported",
	602	+ "thinkingBudget": "unsupported",
	603	+ "stop": "conditional",
	604	+ "seed": "conditional",
	605	+ "frequencyPenalty": "supported",
	606	+ "presencePenalty": "supported",
	607	+ "verbosity": "unsupported"
	608	+ },
	609	+ "pricing": {
	610	+ "inputPerMillion": 0.4,
	611	+ "cachedInputPerMillion": 0.1,
	612	+ "outputPerMillion": 1.6
	613	+ },
	614	+ "status": "active",
	615	+ "notes": "temperature/top_p/frequency_penalty/presence_penalty/logprobs accepted; reasoning.effort rejected ('Unsupported parameter'); text.verbosity 'low' rejected ('Supported values are: medium'); seed/stop unknown_parameter in Responses (available in Chat Completions). web_search verified with url_citation annotations. Verified by probe: basic, stream, params, tools, structured, vision, web_search, chat completions. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	616	+ "reasoningEfforts": null,
	617	+ "defaultReasoningEffort": null,
	618	+ "apis": [
	619	+ "responses",
	620	+ "chat",
	621	+ "batch",
	622	+ "assistants",
	623	+ "fine-tuning"
	624	+ ],
	625	+ "knowledgeCutoff": "2024-06-01",
	626	+ "shutdownDate": null,
	627	+ "snapshotOf": null
	628	+ },
	629	+ {
	630	+ "id": "gpt-4.1-mini-2025-04-14",
	631	+ "displayName": "GPT-4.1 mini (2025-04-14)",
	632	+ "family": "gpt-4.1",
	633	+ "contextTokens": 1047576,
	634	+ "maxOutputTokens": 32768,
	635	+ "capabilities": {
	636	+ "text": true,
	637	+ "vision": true,
	638	+ "audioInput": false,
	639	+ "audioOutput": false,
	640	+ "imageGeneration": true,
	641	+ "video": false,
	642	+ "reasoning": false,
	643	+ "tools": true,
	644	+ "structuredOutput": true,
	645	+ "streaming": true,
	646	+ "files": true,
	647	+ "webSearch": true
	648	+ },
	649	+ "parameters": {
	650	+ "temperature": "supported",
	651	+ "topP": "supported",
	652	+ "topK": "unsupported",
	653	+ "maxTokens": "supported",
	654	+ "reasoningEffort": "unsupported",
	655	+ "thinkingBudget": "unsupported",
	656	+ "stop": "conditional",
	657	+ "seed": "conditional",
	658	+ "frequencyPenalty": "supported",
	659	+ "presencePenalty": "supported",
	660	+ "verbosity": "unsupported"
	661	+ },
	662	+ "pricing": {
	663	+ "inputPerMillion": 0.4,
	664	+ "cachedInputPerMillion": 0.1,
	665	+ "outputPerMillion": 1.6
	666	+ },
	667	+ "status": "active",
	668	+ "notes": "Dated snapshot of gpt-4.1-mini. temperature/top_p/frequency_penalty/presence_penalty/logprobs accepted; reasoning.effort rejected ('Unsupported parameter'); text.verbosity 'low' rejected ('Supported values are: medium'); seed/stop unknown_parameter in Responses (available in Chat Completions). web_search verified with url_citation annotations. Verified by probe: basic, stream, params, tools, structured, vision, web_search, chat completions. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	669	+ "reasoningEfforts": null,
	670	+ "defaultReasoningEffort": null,
	671	+ "apis": [
	672	+ "responses",
	673	+ "chat",
	674	+ "batch",
	675	+ "assistants",
	676	+ "fine-tuning"
	677	+ ],
	678	+ "knowledgeCutoff": "2024-06-01",
	679	+ "shutdownDate": null,
	680	+ "snapshotOf": "gpt-4.1-mini"
	681	+ },
	682	+ {
	683	+ "id": "gpt-4.1-nano",
	684	+ "displayName": "GPT-4.1 nano",
	685	+ "family": "gpt-4.1",
	686	+ "contextTokens": 1047576,
	687	+ "maxOutputTokens": 32768,
	688	+ "capabilities": {
	689	+ "text": true,
	690	+ "vision": true,
	691	+ "audioInput": false,
	692	+ "audioOutput": false,
	693	+ "imageGeneration": true,
	694	+ "video": false,
	695	+ "reasoning": false,
	696	+ "tools": true,
	697	+ "structuredOutput": true,
	698	+ "streaming": true,
	699	+ "files": true,
	700	+ "webSearch": false
	701	+ },
	702	+ "parameters": {
	703	+ "temperature": "supported",
	704	+ "topP": "supported",
	705	+ "topK": "unsupported",
	706	+ "maxTokens": "supported",
	707	+ "reasoningEffort": "unsupported",
	708	+ "thinkingBudget": "unsupported",
	709	+ "stop": "conditional",
	710	+ "seed": "conditional",
	711	+ "frequencyPenalty": "supported",
	712	+ "presencePenalty": "supported",
	713	+ "verbosity": "unsupported"
	714	+ },
	715	+ "pricing": {
	716	+ "inputPerMillion": 0.1,
	717	+ "cachedInputPerMillion": 0.025,
	718	+ "outputPerMillion": 0.4
	719	+ },
	720	+ "status": "deprecated",
	721	+ "notes": "shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 (still answers, verified) -> replacement gpt-5.6-luna. No web_search tool. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	722	+ "reasoningEfforts": null,
	723	+ "defaultReasoningEffort": null,
	724	+ "apis": [
	725	+ "responses",
	726	+ "chat",
	727	+ "batch",
	728	+ "assistants",
	729	+ "fine-tuning"
	730	+ ],
	731	+ "knowledgeCutoff": "2024-06-01",
	732	+ "shutdownDate": "2026-10-23",
	733	+ "snapshotOf": null
	734	+ },
	735	+ {
	736	+ "id": "gpt-4.1-nano-2025-04-14",
	737	+ "displayName": "GPT-4.1 nano (2025-04-14)",
	738	+ "family": "gpt-4.1",
	739	+ "contextTokens": 1047576,
	740	+ "maxOutputTokens": 32768,
	741	+ "capabilities": {
	742	+ "text": true,
	743	+ "vision": true,
	744	+ "audioInput": false,
	745	+ "audioOutput": false,
	746	+ "imageGeneration": true,
	747	+ "video": false,
	748	+ "reasoning": false,
	749	+ "tools": true,
	750	+ "structuredOutput": true,
	751	+ "streaming": true,
	752	+ "files": true,
	753	+ "webSearch": false
	754	+ },
	755	+ "parameters": {
	756	+ "temperature": "supported",
	757	+ "topP": "supported",
	758	+ "topK": "unsupported",
	759	+ "maxTokens": "supported",
	760	+ "reasoningEffort": "unsupported",
	761	+ "thinkingBudget": "unsupported",
	762	+ "stop": "conditional",
	763	+ "seed": "conditional",
	764	+ "frequencyPenalty": "supported",
	765	+ "presencePenalty": "supported",
	766	+ "verbosity": "unsupported"
	767	+ },
	768	+ "pricing": {
	769	+ "inputPerMillion": 0.1,
	770	+ "cachedInputPerMillion": 0.025,
	771	+ "outputPerMillion": 0.4
	772	+ },
	773	+ "status": "deprecated",
	774	+ "notes": "Dated snapshot of gpt-4.1-nano. shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 (still answers, verified) -> replacement gpt-5.6-luna. No web_search tool. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	775	+ "reasoningEfforts": null,
	776	+ "defaultReasoningEffort": null,
	777	+ "apis": [
	778	+ "responses",
	779	+ "chat",
	780	+ "batch",
	781	+ "assistants",
	782	+ "fine-tuning"
	783	+ ],
	784	+ "knowledgeCutoff": "2024-06-01",
	785	+ "shutdownDate": "2026-10-23",
	786	+ "snapshotOf": "gpt-4.1-nano"
	787	+ },
	788	+ {
	789	+ "id": "gpt-4o",
	790	+ "displayName": "GPT-4o",
	791	+ "family": "gpt-4o",
	792	+ "contextTokens": 128000,
	793	+ "maxOutputTokens": 16384,
	794	+ "capabilities": {
	795	+ "text": true,
	796	+ "vision": true,
	797	+ "audioInput": false,
	798	+ "audioOutput": false,
	799	+ "imageGeneration": true,
	800	+ "video": false,
	801	+ "reasoning": false,
	802	+ "tools": true,
	803	+ "structuredOutput": true,
	804	+ "streaming": true,
	805	+ "files": true,
	806	+ "webSearch": true
	807	+ },
	808	+ "parameters": {
	809	+ "temperature": "supported",
	810	+ "topP": "supported",
	811	+ "topK": "unsupported",
	812	+ "maxTokens": "supported",
	813	+ "reasoningEffort": "unsupported",
	814	+ "thinkingBudget": "unsupported",
	815	+ "stop": "conditional",
	816	+ "seed": "conditional",
	817	+ "frequencyPenalty": "supported",
	818	+ "presencePenalty": "supported",
	819	+ "verbosity": "unsupported"
	820	+ },
	821	+ "pricing": {
	822	+ "inputPerMillion": 2.5,
	823	+ "cachedInputPerMillion": 1.25,
	824	+ "outputPerMillion": 10
	825	+ },
	826	+ "status": "active",
	827	+ "notes": "Alias; currently resolves to gpt-4o-2024-08-06. Alias resolves to gpt-4o-2024-08-06 (verified). Snapshot 2024-05-13 shuts down 2026-10-23 -> gpt-5.6-sol. Cached input is only 50% (older cache pricing). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	828	+ "reasoningEfforts": null,
	829	+ "defaultReasoningEffort": null,
	830	+ "apis": [
	831	+ "responses",
	832	+ "chat",
	833	+ "batch",
	834	+ "assistants",
	835	+ "fine-tuning"
	836	+ ],
	837	+ "knowledgeCutoff": "2023-10-01",
	838	+ "shutdownDate": null,
	839	+ "snapshotOf": null
	840	+ },
	841	+ {
	842	+ "id": "gpt-4o-2024-05-13",
	843	+ "displayName": "GPT-4o (2024-05-13)",
	844	+ "family": "gpt-4o",
	845	+ "contextTokens": 128000,
	846	+ "maxOutputTokens": 16384,
	847	+ "capabilities": {
	848	+ "text": true,
	849	+ "vision": true,
	850	+ "audioInput": false,
	851	+ "audioOutput": false,
	852	+ "imageGeneration": true,
	853	+ "video": false,
	854	+ "reasoning": false,
	855	+ "tools": true,
	856	+ "structuredOutput": true,
	857	+ "streaming": true,
	858	+ "files": true,
	859	+ "webSearch": true
	860	+ },
	861	+ "parameters": {
	862	+ "temperature": "supported",
	863	+ "topP": "supported",
	864	+ "topK": "unsupported",
	865	+ "maxTokens": "supported",
	866	+ "reasoningEffort": "unsupported",
	867	+ "thinkingBudget": "unsupported",
	868	+ "stop": "conditional",
	869	+ "seed": "conditional",
	870	+ "frequencyPenalty": "supported",
	871	+ "presencePenalty": "supported",
	872	+ "verbosity": "unsupported"
	873	+ },
	874	+ "pricing": {
	875	+ "inputPerMillion": 2.5,
	876	+ "cachedInputPerMillion": 1.25,
	877	+ "outputPerMillion": 10
	878	+ },
	879	+ "status": "deprecated",
	880	+ "notes": "Dated snapshot of gpt-4o. shutdown_date (from GET /v1/models): 2026-10-23. Alias resolves to gpt-4o-2024-08-06 (verified). Snapshot 2024-05-13 shuts down 2026-10-23 -> gpt-5.6-sol. Cached input is only 50% (older cache pricing). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	881	+ "reasoningEfforts": null,
	882	+ "defaultReasoningEffort": null,
	883	+ "apis": [
	884	+ "responses",
	885	+ "chat",
	886	+ "batch",
	887	+ "assistants",
	888	+ "fine-tuning"
	889	+ ],
	890	+ "knowledgeCutoff": "2023-10-01",
	891	+ "shutdownDate": "2026-10-23",
	892	+ "snapshotOf": "gpt-4o"
	893	+ },
	894	+ {
	895	+ "id": "gpt-4o-2024-08-06",
	896	+ "displayName": "GPT-4o (2024-08-06)",
	897	+ "family": "gpt-4o",
	898	+ "contextTokens": 128000,
	899	+ "maxOutputTokens": 16384,
	900	+ "capabilities": {
	901	+ "text": true,
	902	+ "vision": true,
	903	+ "audioInput": false,
	904	+ "audioOutput": false,
	905	+ "imageGeneration": true,
	906	+ "video": false,
	907	+ "reasoning": false,
	908	+ "tools": true,
	909	+ "structuredOutput": true,
	910	+ "streaming": true,
	911	+ "files": true,
	912	+ "webSearch": true
	913	+ },
	914	+ "parameters": {
	915	+ "temperature": "supported",
	916	+ "topP": "supported",
	917	+ "topK": "unsupported",
	918	+ "maxTokens": "supported",
	919	+ "reasoningEffort": "unsupported",
	920	+ "thinkingBudget": "unsupported",
	921	+ "stop": "conditional",
	922	+ "seed": "conditional",
	923	+ "frequencyPenalty": "supported",
	924	+ "presencePenalty": "supported",
	925	+ "verbosity": "unsupported"
	926	+ },
	927	+ "pricing": {
	928	+ "inputPerMillion": 2.5,
	929	+ "cachedInputPerMillion": 1.25,
	930	+ "outputPerMillion": 10
	931	+ },
	932	+ "status": "active",
	933	+ "notes": "Dated snapshot of gpt-4o. Alias resolves to gpt-4o-2024-08-06 (verified). Snapshot 2024-05-13 shuts down 2026-10-23 -> gpt-5.6-sol. Cached input is only 50% (older cache pricing). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	934	+ "reasoningEfforts": null,
	935	+ "defaultReasoningEffort": null,
	936	+ "apis": [
	937	+ "responses",
	938	+ "chat",
	939	+ "batch",
	940	+ "assistants",
	941	+ "fine-tuning"
	942	+ ],
	943	+ "knowledgeCutoff": "2023-10-01",
	944	+ "shutdownDate": null,
	945	+ "snapshotOf": "gpt-4o"
	946	+ },
	947	+ {
	948	+ "id": "gpt-4o-2024-11-20",
	949	+ "displayName": "GPT-4o (2024-11-20)",
	950	+ "family": "gpt-4o",
	951	+ "contextTokens": 128000,
	952	+ "maxOutputTokens": 16384,
	953	+ "capabilities": {
	954	+ "text": true,
	955	+ "vision": true,
	956	+ "audioInput": false,
	957	+ "audioOutput": false,
	958	+ "imageGeneration": true,
	959	+ "video": false,
	960	+ "reasoning": false,
	961	+ "tools": true,
	962	+ "structuredOutput": true,
	963	+ "streaming": true,
	964	+ "files": true,
	965	+ "webSearch": true
	966	+ },
	967	+ "parameters": {
	968	+ "temperature": "supported",
	969	+ "topP": "supported",
	970	+ "topK": "unsupported",
	971	+ "maxTokens": "supported",
	972	+ "reasoningEffort": "unsupported",
	973	+ "thinkingBudget": "unsupported",
	974	+ "stop": "conditional",
	975	+ "seed": "conditional",
	976	+ "frequencyPenalty": "supported",
	977	+ "presencePenalty": "supported",
	978	+ "verbosity": "unsupported"
	979	+ },
	980	+ "pricing": {
	981	+ "inputPerMillion": 2.5,
	982	+ "cachedInputPerMillion": 1.25,
	983	+ "outputPerMillion": 10
	984	+ },
	985	+ "status": "active",
	986	+ "notes": "Dated snapshot of gpt-4o. Alias resolves to gpt-4o-2024-08-06 (verified). Snapshot 2024-05-13 shuts down 2026-10-23 -> gpt-5.6-sol. Cached input is only 50% (older cache pricing). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	987	+ "reasoningEfforts": null,
	988	+ "defaultReasoningEffort": null,
	989	+ "apis": [
	990	+ "responses",
	991	+ "chat",
	992	+ "batch",
	993	+ "assistants",
	994	+ "fine-tuning"
	995	+ ],
	996	+ "knowledgeCutoff": "2023-10-01",
	997	+ "shutdownDate": null,
	998	+ "snapshotOf": "gpt-4o"
	999	+ },
	1000	+ {
	1001	+ "id": "gpt-4o-mini",
	1002	+ "displayName": "GPT-4o mini",
	1003	+ "family": "gpt-4o",
	1004	+ "contextTokens": 128000,
	1005	+ "maxOutputTokens": 16384,
	1006	+ "capabilities": {
	1007	+ "text": true,
	1008	+ "vision": true,
	1009	+ "audioInput": false,
	1010	+ "audioOutput": false,
	1011	+ "imageGeneration": true,
	1012	+ "video": false,
	1013	+ "reasoning": false,
	1014	+ "tools": true,
	1015	+ "structuredOutput": true,
	1016	+ "streaming": true,
	1017	+ "files": true,
	1018	+ "webSearch": true
	1019	+ },
	1020	+ "parameters": {
	1021	+ "temperature": "supported",
	1022	+ "topP": "supported",
	1023	+ "topK": "unsupported",
	1024	+ "maxTokens": "supported",
	1025	+ "reasoningEffort": "unsupported",
	1026	+ "thinkingBudget": "unsupported",
	1027	+ "stop": "conditional",
	1028	+ "seed": "conditional",
	1029	+ "frequencyPenalty": "supported",
	1030	+ "presencePenalty": "supported",
	1031	+ "verbosity": "unsupported"
	1032	+ },
	1033	+ "pricing": {
	1034	+ "inputPerMillion": 0.15,
	1035	+ "cachedInputPerMillion": 0.075,
	1036	+ "outputPerMillion": 0.6
	1037	+ },
	1038	+ "status": "active",
	1039	+ "notes": "Snapshot gpt-4o-mini-2024-07-18. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1040	+ "reasoningEfforts": null,
	1041	+ "defaultReasoningEffort": null,
	1042	+ "apis": [
	1043	+ "responses",
	1044	+ "chat",
	1045	+ "batch",
	1046	+ "assistants",
	1047	+ "fine-tuning"
	1048	+ ],
	1049	+ "knowledgeCutoff": "2023-10-01",
	1050	+ "shutdownDate": null,
	1051	+ "snapshotOf": null
	1052	+ },
	1053	+ {
	1054	+ "id": "gpt-4o-mini-2024-07-18",
	1055	+ "displayName": "GPT-4o mini (2024-07-18)",
	1056	+ "family": "gpt-4o",
	1057	+ "contextTokens": 128000,
	1058	+ "maxOutputTokens": 16384,
	1059	+ "capabilities": {
	1060	+ "text": true,
	1061	+ "vision": true,
	1062	+ "audioInput": false,
	1063	+ "audioOutput": false,
	1064	+ "imageGeneration": true,
	1065	+ "video": false,
	1066	+ "reasoning": false,
	1067	+ "tools": true,
	1068	+ "structuredOutput": true,
	1069	+ "streaming": true,
	1070	+ "files": true,
	1071	+ "webSearch": true
	1072	+ },
	1073	+ "parameters": {
	1074	+ "temperature": "supported",
	1075	+ "topP": "supported",
	1076	+ "topK": "unsupported",
	1077	+ "maxTokens": "supported",
	1078	+ "reasoningEffort": "unsupported",
	1079	+ "thinkingBudget": "unsupported",
	1080	+ "stop": "conditional",
	1081	+ "seed": "conditional",
	1082	+ "frequencyPenalty": "supported",
	1083	+ "presencePenalty": "supported",
	1084	+ "verbosity": "unsupported"
	1085	+ },
	1086	+ "pricing": {
	1087	+ "inputPerMillion": 0.15,
	1088	+ "cachedInputPerMillion": 0.075,
	1089	+ "outputPerMillion": 0.6
	1090	+ },
	1091	+ "status": "active",
	1092	+ "notes": "Dated snapshot of gpt-4o-mini. Snapshot gpt-4o-mini-2024-07-18. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1093	+ "reasoningEfforts": null,
	1094	+ "defaultReasoningEffort": null,
	1095	+ "apis": [
	1096	+ "responses",
	1097	+ "chat",
	1098	+ "batch",
	1099	+ "assistants",
	1100	+ "fine-tuning"
	1101	+ ],
	1102	+ "knowledgeCutoff": "2023-10-01",
	1103	+ "shutdownDate": null,
	1104	+ "snapshotOf": "gpt-4o-mini"
	1105	+ },
	1106	+ {
	1107	+ "id": "gpt-4o-mini-search-preview",
	1108	+ "displayName": "GPT-4o mini Search Preview",
	1109	+ "family": "gpt-4o",
	1110	+ "contextTokens": 128000,
	1111	+ "maxOutputTokens": 16384,
	1112	+ "capabilities": {
	1113	+ "text": true,
	1114	+ "vision": true,
	1115	+ "audioInput": false,
	1116	+ "audioOutput": false,
	1117	+ "imageGeneration": false,
	1118	+ "video": false,
	1119	+ "reasoning": false,
	1120	+ "tools": true,
	1121	+ "structuredOutput": true,
	1122	+ "streaming": true,
	1123	+ "files": true,
	1124	+ "webSearch": true
	1125	+ },
	1126	+ "parameters": {
	1127	+ "temperature": "supported",
	1128	+ "topP": "supported",
	1129	+ "topK": "unsupported",
	1130	+ "maxTokens": "supported",
	1131	+ "reasoningEffort": "unsupported",
	1132	+ "thinkingBudget": "unsupported",
	1133	+ "stop": "conditional",
	1134	+ "seed": "conditional",
	1135	+ "frequencyPenalty": "supported",
	1136	+ "presencePenalty": "supported",
	1137	+ "verbosity": "unsupported"
	1138	+ },
	1139	+ "pricing": {
	1140	+ "inputPerMillion": null,
	1141	+ "cachedInputPerMillion": null,
	1142	+ "outputPerMillion": null
	1143	+ },
	1144	+ "status": "preview",
	1145	+ "notes": "Chat Completions only (by analogy with gpt-4o-search-preview; not probed). Snapshot shutdown_date 2026-07-23. Pricing page not fetched -> null. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1146	+ "reasoningEfforts": null,
	1147	+ "defaultReasoningEffort": null,
	1148	+ "apis": [
	1149	+ "chat"
	1150	+ ],
	1151	+ "knowledgeCutoff": null,
	1152	+ "shutdownDate": null,
	1153	+ "snapshotOf": null
	1154	+ },
	1155	+ {
	1156	+ "id": "gpt-4o-mini-search-preview-2025-03-11",
	1157	+ "displayName": "GPT-4o mini Search Preview (2025-03-11)",
	1158	+ "family": "gpt-4o",
	1159	+ "contextTokens": 128000,
	1160	+ "maxOutputTokens": 16384,
	1161	+ "capabilities": {
	1162	+ "text": true,
	1163	+ "vision": true,
	1164	+ "audioInput": false,
	1165	+ "audioOutput": false,
	1166	+ "imageGeneration": false,
	1167	+ "video": false,
	1168	+ "reasoning": false,
	1169	+ "tools": true,
	1170	+ "structuredOutput": true,
	1171	+ "streaming": true,
	1172	+ "files": true,
	1173	+ "webSearch": true
	1174	+ },
	1175	+ "parameters": {
	1176	+ "temperature": "supported",
	1177	+ "topP": "supported",
	1178	+ "topK": "unsupported",
	1179	+ "maxTokens": "supported",
	1180	+ "reasoningEffort": "unsupported",
	1181	+ "thinkingBudget": "unsupported",
	1182	+ "stop": "conditional",
	1183	+ "seed": "conditional",
	1184	+ "frequencyPenalty": "supported",
	1185	+ "presencePenalty": "supported",
	1186	+ "verbosity": "unsupported"
	1187	+ },
	1188	+ "pricing": {
	1189	+ "inputPerMillion": null,
	1190	+ "cachedInputPerMillion": null,
	1191	+ "outputPerMillion": null
	1192	+ },
	1193	+ "status": "deprecated",
	1194	+ "notes": "Dated snapshot of gpt-4o-mini-search-preview. shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. Chat Completions only (by analogy with gpt-4o-search-preview; not probed). Snapshot shutdown_date 2026-07-23. Pricing page not fetched -> null. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1195	+ "reasoningEfforts": null,
	1196	+ "defaultReasoningEffort": null,
	1197	+ "apis": [
	1198	+ "chat"
	1199	+ ],
	1200	+ "knowledgeCutoff": null,
	1201	+ "shutdownDate": "2026-07-23",
	1202	+ "snapshotOf": "gpt-4o-mini-search-preview"
	1203	+ },
	1204	+ {
	1205	+ "id": "gpt-4o-search-preview",
	1206	+ "displayName": "GPT-4o Search Preview",
	1207	+ "family": "gpt-4o",
	1208	+ "contextTokens": 128000,
	1209	+ "maxOutputTokens": 16384,
	1210	+ "capabilities": {
	1211	+ "text": true,
	1212	+ "vision": true,
	1213	+ "audioInput": false,
	1214	+ "audioOutput": false,
	1215	+ "imageGeneration": false,
	1216	+ "video": false,
	1217	+ "reasoning": false,
	1218	+ "tools": true,
	1219	+ "structuredOutput": true,
	1220	+ "streaming": true,
	1221	+ "files": true,
	1222	+ "webSearch": true
	1223	+ },
	1224	+ "parameters": {
	1225	+ "temperature": "supported",
	1226	+ "topP": "supported",
	1227	+ "topK": "unsupported",
	1228	+ "maxTokens": "supported",
	1229	+ "reasoningEffort": "unsupported",
	1230	+ "thinkingBudget": "unsupported",
	1231	+ "stop": "conditional",
	1232	+ "seed": "conditional",
	1233	+ "frequencyPenalty": "supported",
	1234	+ "presencePenalty": "supported",
	1235	+ "verbosity": "unsupported"
	1236	+ },
	1237	+ "pricing": {
	1238	+ "inputPerMillion": 2.5,
	1239	+ "cachedInputPerMillion": null,
	1240	+ "outputPerMillion": 10
	1241	+ },
	1242	+ "status": "preview",
	1243	+ "notes": "Chat Completions only (Responses -> 400 'not supported with the Responses API', verified). Snapshot 2025-03-11 has shutdown_date 2026-07-23. Legacy; use web_search tool instead. Verified by probe: responses -> 400. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1244	+ "reasoningEfforts": null,
	1245	+ "defaultReasoningEffort": null,
	1246	+ "apis": [
	1247	+ "chat"
	1248	+ ],
	1249	+ "knowledgeCutoff": null,
	1250	+ "shutdownDate": null,
	1251	+ "snapshotOf": null
	1252	+ },
	1253	+ {
	1254	+ "id": "gpt-4o-search-preview-2025-03-11",
	1255	+ "displayName": "GPT-4o Search Preview (2025-03-11)",
	1256	+ "family": "gpt-4o",
	1257	+ "contextTokens": 128000,
	1258	+ "maxOutputTokens": 16384,
	1259	+ "capabilities": {
	1260	+ "text": true,
	1261	+ "vision": true,
	1262	+ "audioInput": false,
	1263	+ "audioOutput": false,
	1264	+ "imageGeneration": false,
	1265	+ "video": false,
	1266	+ "reasoning": false,
	1267	+ "tools": true,
	1268	+ "structuredOutput": true,
	1269	+ "streaming": true,
	1270	+ "files": true,
	1271	+ "webSearch": true
	1272	+ },
	1273	+ "parameters": {
	1274	+ "temperature": "supported",
	1275	+ "topP": "supported",
	1276	+ "topK": "unsupported",
	1277	+ "maxTokens": "supported",
	1278	+ "reasoningEffort": "unsupported",
	1279	+ "thinkingBudget": "unsupported",
	1280	+ "stop": "conditional",
	1281	+ "seed": "conditional",
	1282	+ "frequencyPenalty": "supported",
	1283	+ "presencePenalty": "supported",
	1284	+ "verbosity": "unsupported"
	1285	+ },
	1286	+ "pricing": {
	1287	+ "inputPerMillion": 2.5,
	1288	+ "cachedInputPerMillion": null,
	1289	+ "outputPerMillion": 10
	1290	+ },
	1291	+ "status": "deprecated",
	1292	+ "notes": "Dated snapshot of gpt-4o-search-preview. shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. Chat Completions only (Responses -> 400 'not supported with the Responses API', verified). Snapshot 2025-03-11 has shutdown_date 2026-07-23. Legacy; use web_search tool instead. Verified by probe: responses -> 400. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1293	+ "reasoningEfforts": null,
	1294	+ "defaultReasoningEffort": null,
	1295	+ "apis": [
	1296	+ "chat"
	1297	+ ],
	1298	+ "knowledgeCutoff": null,
	1299	+ "shutdownDate": "2026-07-23",
	1300	+ "snapshotOf": "gpt-4o-search-preview"
	1301	+ },
	1302	+ {
	1303	+ "id": "gpt-5",
	1304	+ "displayName": "GPT-5",
	1305	+ "family": "gpt-5",
	1306	+ "contextTokens": 400000,
	1307	+ "maxOutputTokens": 128000,
	1308	+ "capabilities": {
	1309	+ "text": true,
	1310	+ "vision": true,
	1311	+ "audioInput": false,
	1312	+ "audioOutput": false,
	1313	+ "imageGeneration": true,
	1314	+ "video": false,
	1315	+ "reasoning": true,
	1316	+ "tools": true,
	1317	+ "structuredOutput": true,
	1318	+ "streaming": true,
	1319	+ "files": true,
	1320	+ "webSearch": true
	1321	+ },
	1322	+ "parameters": {
	1323	+ "temperature": "unsupported",
	1324	+ "topP": "unsupported",
	1325	+ "topK": "unsupported",
	1326	+ "maxTokens": "supported",
	1327	+ "reasoningEffort": "supported",
	1328	+ "thinkingBudget": "unsupported",
	1329	+ "stop": "unsupported",
	1330	+ "seed": "unsupported",
	1331	+ "frequencyPenalty": "unsupported",
	1332	+ "presencePenalty": "unsupported",
	1333	+ "verbosity": "supported"
	1334	+ },
	1335	+ "pricing": {
	1336	+ "inputPerMillion": 1.25,
	1337	+ "cachedInputPerMillion": 0.125,
	1338	+ "outputPerMillion": 10
	1339	+ },
	1340	+ "status": "active",
	1341	+ "notes": "Alias still active but snapshot gpt-5-2025-08-07 has shutdown_date 2026-12-11 -> replacement gpt-5.6-sol. Uses 'minimal' (not 'none'); temperature not supported at any effort (docs). Reasoning items appear in output by default. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1342	+ "reasoningEfforts": [
	1343	+ "minimal",
	1344	+ "low",
	1345	+ "medium",
	1346	+ "high"
	1347	+ ],
	1348	+ "defaultReasoningEffort": "medium",
	1349	+ "apis": [
	1350	+ "responses",
	1351	+ "chat",
	1352	+ "batch"
	1353	+ ],
	1354	+ "knowledgeCutoff": "2024-09-30",
	1355	+ "shutdownDate": null,
	1356	+ "snapshotOf": null
	1357	+ },
	1358	+ {
	1359	+ "id": "gpt-5-2025-08-07",
	1360	+ "displayName": "GPT-5 (2025-08-07)",
	1361	+ "family": "gpt-5",
	1362	+ "contextTokens": 400000,
	1363	+ "maxOutputTokens": 128000,
	1364	+ "capabilities": {
	1365	+ "text": true,
	1366	+ "vision": true,
	1367	+ "audioInput": false,
	1368	+ "audioOutput": false,
	1369	+ "imageGeneration": true,
	1370	+ "video": false,
	1371	+ "reasoning": true,
	1372	+ "tools": true,
	1373	+ "structuredOutput": true,
	1374	+ "streaming": true,
	1375	+ "files": true,
	1376	+ "webSearch": true
	1377	+ },
	1378	+ "parameters": {
	1379	+ "temperature": "unsupported",
	1380	+ "topP": "unsupported",
	1381	+ "topK": "unsupported",
	1382	+ "maxTokens": "supported",
	1383	+ "reasoningEffort": "supported",
	1384	+ "thinkingBudget": "unsupported",
	1385	+ "stop": "unsupported",
	1386	+ "seed": "unsupported",
	1387	+ "frequencyPenalty": "unsupported",
	1388	+ "presencePenalty": "unsupported",
	1389	+ "verbosity": "supported"
	1390	+ },
	1391	+ "pricing": {
	1392	+ "inputPerMillion": 1.25,
	1393	+ "cachedInputPerMillion": 0.125,
	1394	+ "outputPerMillion": 10
	1395	+ },
	1396	+ "status": "deprecated",
	1397	+ "notes": "Dated snapshot of gpt-5. shutdown_date (from GET /v1/models): 2026-12-11. Alias still active but snapshot gpt-5-2025-08-07 has shutdown_date 2026-12-11 -> replacement gpt-5.6-sol. Uses 'minimal' (not 'none'); temperature not supported at any effort (docs). Reasoning items appear in output by default. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1398	+ "reasoningEfforts": [
	1399	+ "minimal",
	1400	+ "low",
	1401	+ "medium",
	1402	+ "high"
	1403	+ ],
	1404	+ "defaultReasoningEffort": "medium",
	1405	+ "apis": [
	1406	+ "responses",
	1407	+ "chat",
	1408	+ "batch"
	1409	+ ],
	1410	+ "knowledgeCutoff": "2024-09-30",
	1411	+ "shutdownDate": "2026-12-11",
	1412	+ "snapshotOf": "gpt-5"
	1413	+ },
	1414	+ {
	1415	+ "id": "gpt-5-chat-latest",
	1416	+ "displayName": "GPT-5 Chat",
	1417	+ "family": "gpt-5",
	1418	+ "contextTokens": 128000,
	1419	+ "maxOutputTokens": 16384,
	1420	+ "capabilities": {
	1421	+ "text": true,
	1422	+ "vision": true,
	1423	+ "audioInput": false,
	1424	+ "audioOutput": false,
	1425	+ "imageGeneration": true,
	1426	+ "video": false,
	1427	+ "reasoning": false,
	1428	+ "tools": true,
	1429	+ "structuredOutput": true,
	1430	+ "streaming": true,
	1431	+ "files": true,
	1432	+ "webSearch": true
	1433	+ },
	1434	+ "parameters": {
	1435	+ "temperature": "supported",
	1436	+ "topP": "supported",
	1437	+ "topK": "unsupported",
	1438	+ "maxTokens": "supported",
	1439	+ "reasoningEffort": "unsupported",
	1440	+ "thinkingBudget": "unsupported",
	1441	+ "stop": "conditional",
	1442	+ "seed": "conditional",
	1443	+ "frequencyPenalty": "supported",
	1444	+ "presencePenalty": "supported",
	1445	+ "verbosity": "unsupported"
	1446	+ },
	1447	+ "pricing": {
	1448	+ "inputPerMillion": 1.25,
	1449	+ "cachedInputPerMillion": 0.125,
	1450	+ "outputPerMillion": 10
	1451	+ },
	1452	+ "status": "deprecated",
	1453	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23; 404 model_not_found (verified). Verified by probe: basic -> 404. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1454	+ "reasoningEfforts": null,
	1455	+ "defaultReasoningEffort": null,
	1456	+ "apis": [
	1457	+ "responses",
	1458	+ "chat"
	1459	+ ],
	1460	+ "knowledgeCutoff": null,
	1461	+ "shutdownDate": "2026-07-23",
	1462	+ "snapshotOf": null
	1463	+ },
	1464	+ {
	1465	+ "id": "gpt-5-codex",
	1466	+ "displayName": "GPT-5 Codex",
	1467	+ "family": "gpt-5",
	1468	+ "contextTokens": 400000,
	1469	+ "maxOutputTokens": 128000,
	1470	+ "capabilities": {
	1471	+ "text": true,
	1472	+ "vision": true,
	1473	+ "audioInput": false,
	1474	+ "audioOutput": false,
	1475	+ "imageGeneration": true,
	1476	+ "video": false,
	1477	+ "reasoning": true,
	1478	+ "tools": true,
	1479	+ "structuredOutput": true,
	1480	+ "streaming": true,
	1481	+ "files": true,
	1482	+ "webSearch": true
	1483	+ },
	1484	+ "parameters": {
	1485	+ "temperature": "unsupported",
	1486	+ "topP": "unsupported",
	1487	+ "topK": "unsupported",
	1488	+ "maxTokens": "supported",
	1489	+ "reasoningEffort": "supported",
	1490	+ "thinkingBudget": "unsupported",
	1491	+ "stop": "unsupported",
	1492	+ "seed": "unsupported",
	1493	+ "frequencyPenalty": "unsupported",
	1494	+ "presencePenalty": "unsupported",
	1495	+ "verbosity": "supported"
	1496	+ },
	1497	+ "pricing": {
	1498	+ "inputPerMillion": null,
	1499	+ "cachedInputPerMillion": null,
	1500	+ "outputPerMillion": null
	1501	+ },
	1502	+ "status": "deprecated",
	1503	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23; 404 model_not_found (verified). Verified by probe: basic -> 404. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1504	+ "reasoningEfforts": null,
	1505	+ "defaultReasoningEffort": null,
	1506	+ "apis": [
	1507	+ "responses"
	1508	+ ],
	1509	+ "knowledgeCutoff": null,
	1510	+ "shutdownDate": "2026-07-23",
	1511	+ "snapshotOf": null
	1512	+ },
	1513	+ {
	1514	+ "id": "gpt-5-mini",
	1515	+ "displayName": "GPT-5 mini",
	1516	+ "family": "gpt-5",
	1517	+ "contextTokens": 400000,
	1518	+ "maxOutputTokens": 128000,
	1519	+ "capabilities": {
	1520	+ "text": true,
	1521	+ "vision": true,
	1522	+ "audioInput": false,
	1523	+ "audioOutput": false,
	1524	+ "imageGeneration": true,
	1525	+ "video": false,
	1526	+ "reasoning": true,
	1527	+ "tools": true,
	1528	+ "structuredOutput": true,
	1529	+ "streaming": true,
	1530	+ "files": true,
	1531	+ "webSearch": true
	1532	+ },
	1533	+ "parameters": {
	1534	+ "temperature": "unsupported",
	1535	+ "topP": "unsupported",
	1536	+ "topK": "unsupported",
	1537	+ "maxTokens": "supported",
	1538	+ "reasoningEffort": "supported",
	1539	+ "thinkingBudget": "unsupported",
	1540	+ "stop": "unsupported",
	1541	+ "seed": "unsupported",
	1542	+ "frequencyPenalty": "unsupported",
	1543	+ "presencePenalty": "unsupported",
	1544	+ "verbosity": "supported"
	1545	+ },
	1546	+ "pricing": {
	1547	+ "inputPerMillion": 0.25,
	1548	+ "cachedInputPerMillion": 0.025,
	1549	+ "outputPerMillion": 2
	1550	+ },
	1551	+ "status": "active",
	1552	+ "notes": "Snapshot gpt-5-mini-2025-08-07 shuts down 2026-12-11 -> gpt-5.6-terra. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1553	+ "reasoningEfforts": [
	1554	+ "minimal",
	1555	+ "low",
	1556	+ "medium",
	1557	+ "high"
	1558	+ ],
	1559	+ "defaultReasoningEffort": "medium",
	1560	+ "apis": [
	1561	+ "responses",
	1562	+ "chat",
	1563	+ "batch"
	1564	+ ],
	1565	+ "knowledgeCutoff": "2024-05-31",
	1566	+ "shutdownDate": null,
	1567	+ "snapshotOf": null
	1568	+ },
	1569	+ {
	1570	+ "id": "gpt-5-mini-2025-08-07",
	1571	+ "displayName": "GPT-5 mini (2025-08-07)",
	1572	+ "family": "gpt-5",
	1573	+ "contextTokens": 400000,
	1574	+ "maxOutputTokens": 128000,
	1575	+ "capabilities": {
	1576	+ "text": true,
	1577	+ "vision": true,
	1578	+ "audioInput": false,
	1579	+ "audioOutput": false,
	1580	+ "imageGeneration": true,
	1581	+ "video": false,
	1582	+ "reasoning": true,
	1583	+ "tools": true,
	1584	+ "structuredOutput": true,
	1585	+ "streaming": true,
	1586	+ "files": true,
	1587	+ "webSearch": true
	1588	+ },
	1589	+ "parameters": {
	1590	+ "temperature": "unsupported",
	1591	+ "topP": "unsupported",
	1592	+ "topK": "unsupported",
	1593	+ "maxTokens": "supported",
	1594	+ "reasoningEffort": "supported",
	1595	+ "thinkingBudget": "unsupported",
	1596	+ "stop": "unsupported",
	1597	+ "seed": "unsupported",
	1598	+ "frequencyPenalty": "unsupported",
	1599	+ "presencePenalty": "unsupported",
	1600	+ "verbosity": "supported"
	1601	+ },
	1602	+ "pricing": {
	1603	+ "inputPerMillion": 0.25,
	1604	+ "cachedInputPerMillion": 0.025,
	1605	+ "outputPerMillion": 2
	1606	+ },
	1607	+ "status": "deprecated",
	1608	+ "notes": "Dated snapshot of gpt-5-mini. shutdown_date (from GET /v1/models): 2026-12-11. Snapshot gpt-5-mini-2025-08-07 shuts down 2026-12-11 -> gpt-5.6-terra. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1609	+ "reasoningEfforts": [
	1610	+ "minimal",
	1611	+ "low",
	1612	+ "medium",
	1613	+ "high"
	1614	+ ],
	1615	+ "defaultReasoningEffort": "medium",
	1616	+ "apis": [
	1617	+ "responses",
	1618	+ "chat",
	1619	+ "batch"
	1620	+ ],
	1621	+ "knowledgeCutoff": "2024-05-31",
	1622	+ "shutdownDate": "2026-12-11",
	1623	+ "snapshotOf": "gpt-5-mini"
	1624	+ },
	1625	+ {
	1626	+ "id": "gpt-5-nano",
	1627	+ "displayName": "GPT-5 nano",
	1628	+ "family": "gpt-5",
	1629	+ "contextTokens": 400000,
	1630	+ "maxOutputTokens": 128000,
	1631	+ "capabilities": {
	1632	+ "text": true,
	1633	+ "vision": true,
	1634	+ "audioInput": false,
	1635	+ "audioOutput": false,
	1636	+ "imageGeneration": true,
	1637	+ "video": false,
	1638	+ "reasoning": true,
	1639	+ "tools": true,
	1640	+ "structuredOutput": true,
	1641	+ "streaming": true,
	1642	+ "files": true,
	1643	+ "webSearch": true
	1644	+ },
	1645	+ "parameters": {
	1646	+ "temperature": "unsupported",
	1647	+ "topP": "unsupported",
	1648	+ "topK": "unsupported",
	1649	+ "maxTokens": "supported",
	1650	+ "reasoningEffort": "supported",
	1651	+ "thinkingBudget": "unsupported",
	1652	+ "stop": "unsupported",
	1653	+ "seed": "unsupported",
	1654	+ "frequencyPenalty": "unsupported",
	1655	+ "presencePenalty": "unsupported",
	1656	+ "verbosity": "supported"
	1657	+ },
	1658	+ "pricing": {
	1659	+ "inputPerMillion": 0.05,
	1660	+ "cachedInputPerMillion": 0.005,
	1661	+ "outputPerMillion": 0.4
	1662	+ },
	1663	+ "status": "active",
	1664	+ "notes": "Snapshot gpt-5-nano-2025-08-07 shuts down 2026-12-11 -> gpt-5.6-luna. Probe at default effort burned all 200 output tokens on reasoning (status incomplete) -> set effort minimal/low for short answers. Verified by probe: basic (incomplete at 200 tokens). Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1665	+ "reasoningEfforts": [
	1666	+ "minimal",
	1667	+ "low",
	1668	+ "medium",
	1669	+ "high"
	1670	+ ],
	1671	+ "defaultReasoningEffort": "medium",
	1672	+ "apis": [
	1673	+ "responses",
	1674	+ "chat",
	1675	+ "batch"
	1676	+ ],
	1677	+ "knowledgeCutoff": "2024-05-31",
	1678	+ "shutdownDate": null,
	1679	+ "snapshotOf": null
	1680	+ },
	1681	+ {
	1682	+ "id": "gpt-5-nano-2025-08-07",
	1683	+ "displayName": "GPT-5 nano (2025-08-07)",
	1684	+ "family": "gpt-5",
	1685	+ "contextTokens": 400000,
	1686	+ "maxOutputTokens": 128000,
	1687	+ "capabilities": {
	1688	+ "text": true,
	1689	+ "vision": true,
	1690	+ "audioInput": false,
	1691	+ "audioOutput": false,
	1692	+ "imageGeneration": true,
	1693	+ "video": false,
	1694	+ "reasoning": true,
	1695	+ "tools": true,
	1696	+ "structuredOutput": true,
	1697	+ "streaming": true,
	1698	+ "files": true,
	1699	+ "webSearch": true
	1700	+ },
	1701	+ "parameters": {
	1702	+ "temperature": "unsupported",
	1703	+ "topP": "unsupported",
	1704	+ "topK": "unsupported",
	1705	+ "maxTokens": "supported",
	1706	+ "reasoningEffort": "supported",
	1707	+ "thinkingBudget": "unsupported",
	1708	+ "stop": "unsupported",
	1709	+ "seed": "unsupported",
	1710	+ "frequencyPenalty": "unsupported",
	1711	+ "presencePenalty": "unsupported",
	1712	+ "verbosity": "supported"
	1713	+ },
	1714	+ "pricing": {
	1715	+ "inputPerMillion": 0.05,
	1716	+ "cachedInputPerMillion": 0.005,
	1717	+ "outputPerMillion": 0.4
	1718	+ },
	1719	+ "status": "deprecated",
	1720	+ "notes": "Dated snapshot of gpt-5-nano. shutdown_date (from GET /v1/models): 2026-12-11. Snapshot gpt-5-nano-2025-08-07 shuts down 2026-12-11 -> gpt-5.6-luna. Probe at default effort burned all 200 output tokens on reasoning (status incomplete) -> set effort minimal/low for short answers. Verified by probe: basic (incomplete at 200 tokens). Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1721	+ "reasoningEfforts": [
	1722	+ "minimal",
	1723	+ "low",
	1724	+ "medium",
	1725	+ "high"
	1726	+ ],
	1727	+ "defaultReasoningEffort": "medium",
	1728	+ "apis": [
	1729	+ "responses",
	1730	+ "chat",
	1731	+ "batch"
	1732	+ ],
	1733	+ "knowledgeCutoff": "2024-05-31",
	1734	+ "shutdownDate": "2026-12-11",
	1735	+ "snapshotOf": "gpt-5-nano"
	1736	+ },
	1737	+ {
	1738	+ "id": "gpt-5-pro",
	1739	+ "displayName": "GPT-5 Pro",
	1740	+ "family": "gpt-5",
	1741	+ "contextTokens": 400000,
	1742	+ "maxOutputTokens": 272000,
	1743	+ "capabilities": {
	1744	+ "text": true,
	1745	+ "vision": true,
	1746	+ "audioInput": false,
	1747	+ "audioOutput": false,
	1748	+ "imageGeneration": true,
	1749	+ "video": false,
	1750	+ "reasoning": true,
	1751	+ "tools": true,
	1752	+ "structuredOutput": true,
	1753	+ "streaming": true,
	1754	+ "files": true,
	1755	+ "webSearch": true
	1756	+ },
	1757	+ "parameters": {
	1758	+ "temperature": "unsupported",
	1759	+ "topP": "unsupported",
	1760	+ "topK": "unsupported",
	1761	+ "maxTokens": "supported",
	1762	+ "reasoningEffort": "supported",
	1763	+ "thinkingBudget": "unsupported",
	1764	+ "stop": "unsupported",
	1765	+ "seed": "unsupported",
	1766	+ "frequencyPenalty": "unsupported",
	1767	+ "presencePenalty": "unsupported",
	1768	+ "verbosity": null
	1769	+ },
	1770	+ "pricing": {
	1771	+ "inputPerMillion": 15,
	1772	+ "cachedInputPerMillion": null,
	1773	+ "outputPerMillion": 120
	1774	+ },
	1775	+ "status": "active",
	1776	+ "notes": "Only reasoning.effort high. Snapshot gpt-5-pro-2025-10-06 shuts down 2026-12-11 -> gpt-5.6-sol with reasoning.mode pro. Not probed. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1777	+ "reasoningEfforts": [
	1778	+ "high"
	1779	+ ],
	1780	+ "defaultReasoningEffort": "high",
	1781	+ "apis": [
	1782	+ "responses",
	1783	+ "batch"
	1784	+ ],
	1785	+ "knowledgeCutoff": "2024-09-30",
	1786	+ "shutdownDate": null,
	1787	+ "snapshotOf": null
	1788	+ },
	1789	+ {
	1790	+ "id": "gpt-5-pro-2025-10-06",
	1791	+ "displayName": "GPT-5 Pro (2025-10-06)",
	1792	+ "family": "gpt-5",
	1793	+ "contextTokens": 400000,
	1794	+ "maxOutputTokens": 272000,
	1795	+ "capabilities": {
	1796	+ "text": true,
	1797	+ "vision": true,
	1798	+ "audioInput": false,
	1799	+ "audioOutput": false,
	1800	+ "imageGeneration": true,
	1801	+ "video": false,
	1802	+ "reasoning": true,
	1803	+ "tools": true,
	1804	+ "structuredOutput": true,
	1805	+ "streaming": true,
	1806	+ "files": true,
	1807	+ "webSearch": true
	1808	+ },
	1809	+ "parameters": {
	1810	+ "temperature": "unsupported",
	1811	+ "topP": "unsupported",
	1812	+ "topK": "unsupported",
	1813	+ "maxTokens": "supported",
	1814	+ "reasoningEffort": "supported",
	1815	+ "thinkingBudget": "unsupported",
	1816	+ "stop": "unsupported",
	1817	+ "seed": "unsupported",
	1818	+ "frequencyPenalty": "unsupported",
	1819	+ "presencePenalty": "unsupported",
	1820	+ "verbosity": null
	1821	+ },
	1822	+ "pricing": {
	1823	+ "inputPerMillion": 15,
	1824	+ "cachedInputPerMillion": null,
	1825	+ "outputPerMillion": 120
	1826	+ },
	1827	+ "status": "deprecated",
	1828	+ "notes": "Dated snapshot of gpt-5-pro. shutdown_date (from GET /v1/models): 2026-12-11. Only reasoning.effort high. Snapshot gpt-5-pro-2025-10-06 shuts down 2026-12-11 -> gpt-5.6-sol with reasoning.mode pro. Not probed. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1829	+ "reasoningEfforts": [
	1830	+ "high"
	1831	+ ],
	1832	+ "defaultReasoningEffort": "high",
	1833	+ "apis": [
	1834	+ "responses",
	1835	+ "batch"
	1836	+ ],
	1837	+ "knowledgeCutoff": "2024-09-30",
	1838	+ "shutdownDate": "2026-12-11",
	1839	+ "snapshotOf": "gpt-5-pro"
	1840	+ },
	1841	+ {
	1842	+ "id": "gpt-5-search-api",
	1843	+ "displayName": "GPT-5 Search API (Chat Completions web search)",
	1844	+ "family": "gpt-5",
	1845	+ "contextTokens": null,
	1846	+ "maxOutputTokens": null,
	1847	+ "capabilities": {
	1848	+ "text": true,
	1849	+ "vision": true,
	1850	+ "audioInput": false,
	1851	+ "audioOutput": false,
	1852	+ "imageGeneration": false,
	1853	+ "video": false,
	1854	+ "reasoning": false,
	1855	+ "tools": true,
	1856	+ "structuredOutput": true,
	1857	+ "streaming": true,
	1858	+ "files": true,
	1859	+ "webSearch": true
	1860	+ },
	1861	+ "parameters": {
	1862	+ "temperature": "supported",
	1863	+ "topP": "supported",
	1864	+ "topK": "unsupported",
	1865	+ "maxTokens": "supported",
	1866	+ "reasoningEffort": "unsupported",
	1867	+ "thinkingBudget": "unsupported",
	1868	+ "stop": "conditional",
	1869	+ "seed": "conditional",
	1870	+ "frequencyPenalty": "supported",
	1871	+ "presencePenalty": "supported",
	1872	+ "verbosity": "unsupported"
	1873	+ },
	1874	+ "pricing": {
	1875	+ "inputPerMillion": null,
	1876	+ "cachedInputPerMillion": null,
	1877	+ "outputPerMillion": null
	1878	+ },
	1879	+ "status": "preview",
	1880	+ "notes": "Chat Completions ONLY: Responses returns 400 model_not_found 'not supported with the Responses API' (verified); chat.completions works (verified, resolves gpt-5-search-api-2025-10-14). Model page 404 -> context/pricing unknown. Prefer web_search tool on a normal model. Verified by probe: chat only. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1881	+ "reasoningEfforts": null,
	1882	+ "defaultReasoningEffort": null,
	1883	+ "apis": [
	1884	+ "chat"
	1885	+ ],
	1886	+ "knowledgeCutoff": null,
	1887	+ "shutdownDate": null,
	1888	+ "snapshotOf": null
	1889	+ },
	1890	+ {
	1891	+ "id": "gpt-5-search-api-2025-10-14",
	1892	+ "displayName": "GPT-5 Search API (Chat Completions web search) (2025-10-14)",
	1893	+ "family": "gpt-5",
	1894	+ "contextTokens": null,
	1895	+ "maxOutputTokens": null,
	1896	+ "capabilities": {
	1897	+ "text": true,
	1898	+ "vision": true,
	1899	+ "audioInput": false,
	1900	+ "audioOutput": false,
	1901	+ "imageGeneration": false,
	1902	+ "video": false,
	1903	+ "reasoning": false,
	1904	+ "tools": true,
	1905	+ "structuredOutput": true,
	1906	+ "streaming": true,
	1907	+ "files": true,
	1908	+ "webSearch": true
	1909	+ },
	1910	+ "parameters": {
	1911	+ "temperature": "supported",
	1912	+ "topP": "supported",
	1913	+ "topK": "unsupported",
	1914	+ "maxTokens": "supported",
	1915	+ "reasoningEffort": "unsupported",
	1916	+ "thinkingBudget": "unsupported",
	1917	+ "stop": "conditional",
	1918	+ "seed": "conditional",
	1919	+ "frequencyPenalty": "supported",
	1920	+ "presencePenalty": "supported",
	1921	+ "verbosity": "unsupported"
	1922	+ },
	1923	+ "pricing": {
	1924	+ "inputPerMillion": null,
	1925	+ "cachedInputPerMillion": null,
	1926	+ "outputPerMillion": null
	1927	+ },
	1928	+ "status": "preview",
	1929	+ "notes": "Dated snapshot of gpt-5-search-api. Chat Completions ONLY: Responses returns 400 model_not_found 'not supported with the Responses API' (verified); chat.completions works (verified, resolves gpt-5-search-api-2025-10-14). Model page 404 -> context/pricing unknown. Prefer web_search tool on a normal model. Verified by probe: chat only. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1930	+ "reasoningEfforts": null,
	1931	+ "defaultReasoningEffort": null,
	1932	+ "apis": [
	1933	+ "chat"
	1934	+ ],
	1935	+ "knowledgeCutoff": null,
	1936	+ "shutdownDate": null,
	1937	+ "snapshotOf": "gpt-5-search-api"
	1938	+ },
	1939	+ {
	1940	+ "id": "gpt-5.1",
	1941	+ "displayName": "GPT-5.1",
	1942	+ "family": "gpt-5.1",
	1943	+ "contextTokens": 400000,
	1944	+ "maxOutputTokens": 128000,
	1945	+ "capabilities": {
	1946	+ "text": true,
	1947	+ "vision": true,
	1948	+ "audioInput": false,
	1949	+ "audioOutput": false,
	1950	+ "imageGeneration": true,
	1951	+ "video": false,
	1952	+ "reasoning": true,
	1953	+ "tools": true,
	1954	+ "structuredOutput": true,
	1955	+ "streaming": true,
	1956	+ "files": true,
	1957	+ "webSearch": true
	1958	+ },
	1959	+ "parameters": {
	1960	+ "temperature": "conditional",
	1961	+ "topP": "conditional",
	1962	+ "topK": "unsupported",
	1963	+ "maxTokens": "supported",
	1964	+ "reasoningEffort": "supported",
	1965	+ "thinkingBudget": "unsupported",
	1966	+ "stop": "unsupported",
	1967	+ "seed": "unsupported",
	1968	+ "frequencyPenalty": "conditional",
	1969	+ "presencePenalty": "conditional",
	1970	+ "verbosity": "supported"
	1971	+ },
	1972	+ "pricing": {
	1973	+ "inputPerMillion": 1.25,
	1974	+ "cachedInputPerMillion": 0.125,
	1975	+ "outputPerMillion": 10
	1976	+ },
	1977	+ "status": "active",
	1978	+ "notes": "Snapshot gpt-5.1-2025-11-13. No xhigh. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	1979	+ "reasoningEfforts": [
	1980	+ "none",
	1981	+ "low",
	1982	+ "medium",
	1983	+ "high"
	1984	+ ],
	1985	+ "defaultReasoningEffort": "none",
	1986	+ "apis": [
	1987	+ "responses",
	1988	+ "chat",
	1989	+ "batch"
	1990	+ ],
	1991	+ "knowledgeCutoff": "2024-09-30",
	1992	+ "shutdownDate": null,
	1993	+ "snapshotOf": null
	1994	+ },
	1995	+ {
	1996	+ "id": "gpt-5.1-2025-11-13",
	1997	+ "displayName": "GPT-5.1 (2025-11-13)",
	1998	+ "family": "gpt-5.1",
	1999	+ "contextTokens": 400000,
	2000	+ "maxOutputTokens": 128000,
	2001	+ "capabilities": {
	2002	+ "text": true,
	2003	+ "vision": true,
	2004	+ "audioInput": false,
	2005	+ "audioOutput": false,
	2006	+ "imageGeneration": true,
	2007	+ "video": false,
	2008	+ "reasoning": true,
	2009	+ "tools": true,
	2010	+ "structuredOutput": true,
	2011	+ "streaming": true,
	2012	+ "files": true,
	2013	+ "webSearch": true
	2014	+ },
	2015	+ "parameters": {
	2016	+ "temperature": "conditional",
	2017	+ "topP": "conditional",
	2018	+ "topK": "unsupported",
	2019	+ "maxTokens": "supported",
	2020	+ "reasoningEffort": "supported",
	2021	+ "thinkingBudget": "unsupported",
	2022	+ "stop": "unsupported",
	2023	+ "seed": "unsupported",
	2024	+ "frequencyPenalty": "conditional",
	2025	+ "presencePenalty": "conditional",
	2026	+ "verbosity": "supported"
	2027	+ },
	2028	+ "pricing": {
	2029	+ "inputPerMillion": 1.25,
	2030	+ "cachedInputPerMillion": 0.125,
	2031	+ "outputPerMillion": 10
	2032	+ },
	2033	+ "status": "active",
	2034	+ "notes": "Dated snapshot of gpt-5.1. Snapshot gpt-5.1-2025-11-13. No xhigh. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2035	+ "reasoningEfforts": [
	2036	+ "none",
	2037	+ "low",
	2038	+ "medium",
	2039	+ "high"
	2040	+ ],
	2041	+ "defaultReasoningEffort": "none",
	2042	+ "apis": [
	2043	+ "responses",
	2044	+ "chat",
	2045	+ "batch"
	2046	+ ],
	2047	+ "knowledgeCutoff": "2024-09-30",
	2048	+ "shutdownDate": null,
	2049	+ "snapshotOf": "gpt-5.1"
	2050	+ },
	2051	+ {
	2052	+ "id": "gpt-5.1-chat-latest",
	2053	+ "displayName": "GPT-5.1 Chat",
	2054	+ "family": "gpt-5.1",
	2055	+ "contextTokens": 128000,
	2056	+ "maxOutputTokens": 16384,
	2057	+ "capabilities": {
	2058	+ "text": true,
	2059	+ "vision": true,
	2060	+ "audioInput": false,
	2061	+ "audioOutput": false,
	2062	+ "imageGeneration": true,
	2063	+ "video": false,
	2064	+ "reasoning": false,
	2065	+ "tools": true,
	2066	+ "structuredOutput": true,
	2067	+ "streaming": true,
	2068	+ "files": true,
	2069	+ "webSearch": true
	2070	+ },
	2071	+ "parameters": {
	2072	+ "temperature": "supported",
	2073	+ "topP": "supported",
	2074	+ "topK": "unsupported",
	2075	+ "maxTokens": "supported",
	2076	+ "reasoningEffort": "unsupported",
	2077	+ "thinkingBudget": "unsupported",
	2078	+ "stop": "conditional",
	2079	+ "seed": "conditional",
	2080	+ "frequencyPenalty": "supported",
	2081	+ "presencePenalty": "supported",
	2082	+ "verbosity": "unsupported"
	2083	+ },
	2084	+ "pricing": {
	2085	+ "inputPerMillion": 1.25,
	2086	+ "cachedInputPerMillion": 0.125,
	2087	+ "outputPerMillion": 10
	2088	+ },
	2089	+ "status": "deprecated",
	2090	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23; requests return 404 model_not_found (verified). Verified by probe: basic -> 404. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2091	+ "reasoningEfforts": null,
	2092	+ "defaultReasoningEffort": null,
	2093	+ "apis": [
	2094	+ "responses",
	2095	+ "chat"
	2096	+ ],
	2097	+ "knowledgeCutoff": null,
	2098	+ "shutdownDate": "2026-07-23",
	2099	+ "snapshotOf": null
	2100	+ },
	2101	+ {
	2102	+ "id": "gpt-5.1-codex",
	2103	+ "displayName": "GPT-5.1 Codex",
	2104	+ "family": "gpt-5.1",
	2105	+ "contextTokens": 400000,
	2106	+ "maxOutputTokens": 128000,
	2107	+ "capabilities": {
	2108	+ "text": true,
	2109	+ "vision": true,
	2110	+ "audioInput": false,
	2111	+ "audioOutput": false,
	2112	+ "imageGeneration": true,
	2113	+ "video": false,
	2114	+ "reasoning": true,
	2115	+ "tools": true,
	2116	+ "structuredOutput": true,
	2117	+ "streaming": true,
	2118	+ "files": true,
	2119	+ "webSearch": true
	2120	+ },
	2121	+ "parameters": {
	2122	+ "temperature": "unsupported",
	2123	+ "topP": "unsupported",
	2124	+ "topK": "unsupported",
	2125	+ "maxTokens": "supported",
	2126	+ "reasoningEffort": "supported",
	2127	+ "thinkingBudget": "unsupported",
	2128	+ "stop": "unsupported",
	2129	+ "seed": "unsupported",
	2130	+ "frequencyPenalty": "unsupported",
	2131	+ "presencePenalty": "unsupported",
	2132	+ "verbosity": "supported"
	2133	+ },
	2134	+ "pricing": {
	2135	+ "inputPerMillion": null,
	2136	+ "cachedInputPerMillion": null,
	2137	+ "outputPerMillion": null
	2138	+ },
	2139	+ "status": "deprecated",
	2140	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23; 404 model_not_found (verified). Pricing unknown. Verified by probe: basic -> 404. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2141	+ "reasoningEfforts": null,
	2142	+ "defaultReasoningEffort": null,
	2143	+ "apis": [
	2144	+ "responses"
	2145	+ ],
	2146	+ "knowledgeCutoff": null,
	2147	+ "shutdownDate": "2026-07-23",
	2148	+ "snapshotOf": null
	2149	+ },
	2150	+ {
	2151	+ "id": "gpt-5.1-codex-max",
	2152	+ "displayName": "GPT-5.1 Codex Max",
	2153	+ "family": "gpt-5.1",
	2154	+ "contextTokens": null,
	2155	+ "maxOutputTokens": null,
	2156	+ "capabilities": {
	2157	+ "text": true,
	2158	+ "vision": true,
	2159	+ "audioInput": false,
	2160	+ "audioOutput": false,
	2161	+ "imageGeneration": true,
	2162	+ "video": false,
	2163	+ "reasoning": true,
	2164	+ "tools": true,
	2165	+ "structuredOutput": true,
	2166	+ "streaming": true,
	2167	+ "files": true,
	2168	+ "webSearch": true
	2169	+ },
	2170	+ "parameters": {
	2171	+ "temperature": "unsupported",
	2172	+ "topP": "unsupported",
	2173	+ "topK": "unsupported",
	2174	+ "maxTokens": "supported",
	2175	+ "reasoningEffort": "supported",
	2176	+ "thinkingBudget": "unsupported",
	2177	+ "stop": "unsupported",
	2178	+ "seed": "unsupported",
	2179	+ "frequencyPenalty": "unsupported",
	2180	+ "presencePenalty": "unsupported",
	2181	+ "verbosity": "supported"
	2182	+ },
	2183	+ "pricing": {
	2184	+ "inputPerMillion": null,
	2185	+ "cachedInputPerMillion": null,
	2186	+ "outputPerMillion": null
	2187	+ },
	2188	+ "status": "deprecated",
	2189	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23 (passed). Not probed; context/pricing unknown. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2190	+ "reasoningEfforts": null,
	2191	+ "defaultReasoningEffort": null,
	2192	+ "apis": [
	2193	+ "responses"
	2194	+ ],
	2195	+ "knowledgeCutoff": null,
	2196	+ "shutdownDate": "2026-07-23",
	2197	+ "snapshotOf": null
	2198	+ },
	2199	+ {
	2200	+ "id": "gpt-5.1-codex-mini",
	2201	+ "displayName": "GPT-5.1 Codex Mini",
	2202	+ "family": "gpt-5.1",
	2203	+ "contextTokens": null,
	2204	+ "maxOutputTokens": null,
	2205	+ "capabilities": {
	2206	+ "text": true,
	2207	+ "vision": true,
	2208	+ "audioInput": false,
	2209	+ "audioOutput": false,
	2210	+ "imageGeneration": true,
	2211	+ "video": false,
	2212	+ "reasoning": true,
	2213	+ "tools": true,
	2214	+ "structuredOutput": true,
	2215	+ "streaming": true,
	2216	+ "files": true,
	2217	+ "webSearch": true
	2218	+ },
	2219	+ "parameters": {
	2220	+ "temperature": "unsupported",
	2221	+ "topP": "unsupported",
	2222	+ "topK": "unsupported",
	2223	+ "maxTokens": "supported",
	2224	+ "reasoningEffort": "supported",
	2225	+ "thinkingBudget": "unsupported",
	2226	+ "stop": "unsupported",
	2227	+ "seed": "unsupported",
	2228	+ "frequencyPenalty": "unsupported",
	2229	+ "presencePenalty": "unsupported",
	2230	+ "verbosity": "supported"
	2231	+ },
	2232	+ "pricing": {
	2233	+ "inputPerMillion": null,
	2234	+ "cachedInputPerMillion": null,
	2235	+ "outputPerMillion": null
	2236	+ },
	2237	+ "status": "deprecated",
	2238	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23 (passed). Not probed; context/pricing unknown. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2239	+ "reasoningEfforts": null,
	2240	+ "defaultReasoningEffort": null,
	2241	+ "apis": [
	2242	+ "responses"
	2243	+ ],
	2244	+ "knowledgeCutoff": null,
	2245	+ "shutdownDate": "2026-07-23",
	2246	+ "snapshotOf": null
	2247	+ },
	2248	+ {
	2249	+ "id": "gpt-5.2",
	2250	+ "displayName": "GPT-5.2",
	2251	+ "family": "gpt-5.2",
	2252	+ "contextTokens": 400000,
	2253	+ "maxOutputTokens": 128000,
	2254	+ "capabilities": {
	2255	+ "text": true,
	2256	+ "vision": true,
	2257	+ "audioInput": false,
	2258	+ "audioOutput": false,
	2259	+ "imageGeneration": true,
	2260	+ "video": false,
	2261	+ "reasoning": true,
	2262	+ "tools": true,
	2263	+ "structuredOutput": true,
	2264	+ "streaming": true,
	2265	+ "files": true,
	2266	+ "webSearch": true
	2267	+ },
	2268	+ "parameters": {
	2269	+ "temperature": "conditional",
	2270	+ "topP": "conditional",
	2271	+ "topK": "unsupported",
	2272	+ "maxTokens": "supported",
	2273	+ "reasoningEffort": "supported",
	2274	+ "thinkingBudget": "unsupported",
	2275	+ "stop": "unsupported",
	2276	+ "seed": "unsupported",
	2277	+ "frequencyPenalty": "conditional",
	2278	+ "presencePenalty": "conditional",
	2279	+ "verbosity": "supported"
	2280	+ },
	2281	+ "pricing": {
	2282	+ "inputPerMillion": 1.75,
	2283	+ "cachedInputPerMillion": 0.175,
	2284	+ "outputPerMillion": 14
	2285	+ },
	2286	+ "status": "active",
	2287	+ "notes": "Snapshot gpt-5.2-2025-12-11. Docs recommend GPT-6 Astra instead. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2288	+ "reasoningEfforts": [
	2289	+ "none",
	2290	+ "low",
	2291	+ "medium",
	2292	+ "high",
	2293	+ "xhigh"
	2294	+ ],
	2295	+ "defaultReasoningEffort": "none",
	2296	+ "apis": [
	2297	+ "responses",
	2298	+ "chat",
	2299	+ "batch"
	2300	+ ],
	2301	+ "knowledgeCutoff": "2025-08-31",
	2302	+ "shutdownDate": null,
	2303	+ "snapshotOf": null
	2304	+ },
	2305	+ {
	2306	+ "id": "gpt-5.2-2025-12-11",
	2307	+ "displayName": "GPT-5.2 (2025-12-11)",
	2308	+ "family": "gpt-5.2",
	2309	+ "contextTokens": 400000,
	2310	+ "maxOutputTokens": 128000,
	2311	+ "capabilities": {
	2312	+ "text": true,
	2313	+ "vision": true,
	2314	+ "audioInput": false,
	2315	+ "audioOutput": false,
	2316	+ "imageGeneration": true,
	2317	+ "video": false,
	2318	+ "reasoning": true,
	2319	+ "tools": true,
	2320	+ "structuredOutput": true,
	2321	+ "streaming": true,
	2322	+ "files": true,
	2323	+ "webSearch": true
	2324	+ },
	2325	+ "parameters": {
	2326	+ "temperature": "conditional",
	2327	+ "topP": "conditional",
	2328	+ "topK": "unsupported",
	2329	+ "maxTokens": "supported",
	2330	+ "reasoningEffort": "supported",
	2331	+ "thinkingBudget": "unsupported",
	2332	+ "stop": "unsupported",
	2333	+ "seed": "unsupported",
	2334	+ "frequencyPenalty": "conditional",
	2335	+ "presencePenalty": "conditional",
	2336	+ "verbosity": "supported"
	2337	+ },
	2338	+ "pricing": {
	2339	+ "inputPerMillion": 1.75,
	2340	+ "cachedInputPerMillion": 0.175,
	2341	+ "outputPerMillion": 14
	2342	+ },
	2343	+ "status": "active",
	2344	+ "notes": "Dated snapshot of gpt-5.2. Snapshot gpt-5.2-2025-12-11. Docs recommend GPT-6 Astra instead. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2345	+ "reasoningEfforts": [
	2346	+ "none",
	2347	+ "low",
	2348	+ "medium",
	2349	+ "high",
	2350	+ "xhigh"
	2351	+ ],
	2352	+ "defaultReasoningEffort": "none",
	2353	+ "apis": [
	2354	+ "responses",
	2355	+ "chat",
	2356	+ "batch"
	2357	+ ],
	2358	+ "knowledgeCutoff": "2025-08-31",
	2359	+ "shutdownDate": null,
	2360	+ "snapshotOf": "gpt-5.2"
	2361	+ },
	2362	+ {
	2363	+ "id": "gpt-5.2-chat-latest",
	2364	+ "displayName": "GPT-5.2 Chat",
	2365	+ "family": "gpt-5.2",
	2366	+ "contextTokens": 128000,
	2367	+ "maxOutputTokens": 16384,
	2368	+ "capabilities": {
	2369	+ "text": true,
	2370	+ "vision": true,
	2371	+ "audioInput": false,
	2372	+ "audioOutput": false,
	2373	+ "imageGeneration": true,
	2374	+ "video": false,
	2375	+ "reasoning": false,
	2376	+ "tools": true,
	2377	+ "structuredOutput": true,
	2378	+ "streaming": true,
	2379	+ "files": true,
	2380	+ "webSearch": true
	2381	+ },
	2382	+ "parameters": {
	2383	+ "temperature": "supported",
	2384	+ "topP": "supported",
	2385	+ "topK": "unsupported",
	2386	+ "maxTokens": "supported",
	2387	+ "reasoningEffort": "unsupported",
	2388	+ "thinkingBudget": "unsupported",
	2389	+ "stop": "conditional",
	2390	+ "seed": "conditional",
	2391	+ "frequencyPenalty": "supported",
	2392	+ "presencePenalty": "supported",
	2393	+ "verbosity": "unsupported"
	2394	+ },
	2395	+ "pricing": {
	2396	+ "inputPerMillion": 1.75,
	2397	+ "cachedInputPerMillion": 0.175,
	2398	+ "outputPerMillion": 14
	2399	+ },
	2400	+ "status": "deprecated",
	2401	+ "notes": "shutdown_date (from GET /v1/models): 2026-08-10 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-08-10; requests return 404 model_not_found (verified). Verified by probe: basic -> 404. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2402	+ "reasoningEfforts": null,
	2403	+ "defaultReasoningEffort": null,
	2404	+ "apis": [
	2405	+ "responses",
	2406	+ "chat"
	2407	+ ],
	2408	+ "knowledgeCutoff": "2025-08-31",
	2409	+ "shutdownDate": "2026-08-10",
	2410	+ "snapshotOf": null
	2411	+ },
	2412	+ {
	2413	+ "id": "gpt-5.2-codex",
	2414	+ "displayName": "GPT-5.2 Codex",
	2415	+ "family": "gpt-5.2",
	2416	+ "contextTokens": 400000,
	2417	+ "maxOutputTokens": 128000,
	2418	+ "capabilities": {
	2419	+ "text": true,
	2420	+ "vision": true,
	2421	+ "audioInput": false,
	2422	+ "audioOutput": false,
	2423	+ "imageGeneration": true,
	2424	+ "video": false,
	2425	+ "reasoning": true,
	2426	+ "tools": true,
	2427	+ "structuredOutput": true,
	2428	+ "streaming": true,
	2429	+ "files": true,
	2430	+ "webSearch": true
	2431	+ },
	2432	+ "parameters": {
	2433	+ "temperature": "unsupported",
	2434	+ "topP": "unsupported",
	2435	+ "topK": "unsupported",
	2436	+ "maxTokens": "supported",
	2437	+ "reasoningEffort": "supported",
	2438	+ "thinkingBudget": "unsupported",
	2439	+ "stop": "unsupported",
	2440	+ "seed": "unsupported",
	2441	+ "frequencyPenalty": "unsupported",
	2442	+ "presencePenalty": "unsupported",
	2443	+ "verbosity": "supported"
	2444	+ },
	2445	+ "pricing": {
	2446	+ "inputPerMillion": null,
	2447	+ "cachedInputPerMillion": null,
	2448	+ "outputPerMillion": null
	2449	+ },
	2450	+ "status": "deprecated",
	2451	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23 (passed). Not probed; siblings gpt-5-codex/gpt-5.1-codex return 404. Pricing unknown (page not fetched). Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2452	+ "reasoningEfforts": null,
	2453	+ "defaultReasoningEffort": null,
	2454	+ "apis": [
	2455	+ "responses"
	2456	+ ],
	2457	+ "knowledgeCutoff": null,
	2458	+ "shutdownDate": "2026-07-23",
	2459	+ "snapshotOf": null
	2460	+ },
	2461	+ {
	2462	+ "id": "gpt-5.2-pro",
	2463	+ "displayName": "GPT-5.2 Pro",
	2464	+ "family": "gpt-5.2",
	2465	+ "contextTokens": 400000,
	2466	+ "maxOutputTokens": 128000,
	2467	+ "capabilities": {
	2468	+ "text": true,
	2469	+ "vision": true,
	2470	+ "audioInput": false,
	2471	+ "audioOutput": false,
	2472	+ "imageGeneration": true,
	2473	+ "video": false,
	2474	+ "reasoning": true,
	2475	+ "tools": true,
	2476	+ "structuredOutput": null,
	2477	+ "streaming": true,
	2478	+ "files": true,
	2479	+ "webSearch": true
	2480	+ },
	2481	+ "parameters": {
	2482	+ "temperature": "unsupported",
	2483	+ "topP": "unsupported",
	2484	+ "topK": "unsupported",
	2485	+ "maxTokens": "supported",
	2486	+ "reasoningEffort": "supported",
	2487	+ "thinkingBudget": "unsupported",
	2488	+ "stop": "unsupported",
	2489	+ "seed": "unsupported",
	2490	+ "frequencyPenalty": "unsupported",
	2491	+ "presencePenalty": "unsupported",
	2492	+ "verbosity": "supported"
	2493	+ },
	2494	+ "pricing": {
	2495	+ "inputPerMillion": 21,
	2496	+ "cachedInputPerMillion": null,
	2497	+ "outputPerMillion": 168
	2498	+ },
	2499	+ "status": "active",
	2500	+ "notes": "Responses API only; docs recommend GPT-5.5 Pro. Not probed. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2501	+ "reasoningEfforts": [
	2502	+ "medium",
	2503	+ "high",
	2504	+ "xhigh"
	2505	+ ],
	2506	+ "defaultReasoningEffort": "medium",
	2507	+ "apis": [
	2508	+ "responses"
	2509	+ ],
	2510	+ "knowledgeCutoff": "2025-08-31",
	2511	+ "shutdownDate": null,
	2512	+ "snapshotOf": null
	2513	+ },
	2514	+ {
	2515	+ "id": "gpt-5.2-pro-2025-12-11",
	2516	+ "displayName": "GPT-5.2 Pro (2025-12-11)",
	2517	+ "family": "gpt-5.2",
	2518	+ "contextTokens": 400000,
	2519	+ "maxOutputTokens": 128000,
	2520	+ "capabilities": {
	2521	+ "text": true,
	2522	+ "vision": true,
	2523	+ "audioInput": false,
	2524	+ "audioOutput": false,
	2525	+ "imageGeneration": true,
	2526	+ "video": false,
	2527	+ "reasoning": true,
	2528	+ "tools": true,
	2529	+ "structuredOutput": null,
	2530	+ "streaming": true,
	2531	+ "files": true,
	2532	+ "webSearch": true
	2533	+ },
	2534	+ "parameters": {
	2535	+ "temperature": "unsupported",
	2536	+ "topP": "unsupported",
	2537	+ "topK": "unsupported",
	2538	+ "maxTokens": "supported",
	2539	+ "reasoningEffort": "supported",
	2540	+ "thinkingBudget": "unsupported",
	2541	+ "stop": "unsupported",
	2542	+ "seed": "unsupported",
	2543	+ "frequencyPenalty": "unsupported",
	2544	+ "presencePenalty": "unsupported",
	2545	+ "verbosity": "supported"
	2546	+ },
	2547	+ "pricing": {
	2548	+ "inputPerMillion": 21,
	2549	+ "cachedInputPerMillion": null,
	2550	+ "outputPerMillion": 168
	2551	+ },
	2552	+ "status": "active",
	2553	+ "notes": "Dated snapshot of gpt-5.2-pro. Responses API only; docs recommend GPT-5.5 Pro. Not probed. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2554	+ "reasoningEfforts": [
	2555	+ "medium",
	2556	+ "high",
	2557	+ "xhigh"
	2558	+ ],
	2559	+ "defaultReasoningEffort": "medium",
	2560	+ "apis": [
	2561	+ "responses"
	2562	+ ],
	2563	+ "knowledgeCutoff": "2025-08-31",
	2564	+ "shutdownDate": null,
	2565	+ "snapshotOf": "gpt-5.2-pro"
	2566	+ },
	2567	+ {
	2568	+ "id": "gpt-5.3-chat-latest",
	2569	+ "displayName": "GPT-5.3 Chat (ChatGPT Instant)",
	2570	+ "family": "gpt-5.3",
	2571	+ "contextTokens": 128000,
	2572	+ "maxOutputTokens": 16384,
	2573	+ "capabilities": {
	2574	+ "text": true,
	2575	+ "vision": true,
	2576	+ "audioInput": false,
	2577	+ "audioOutput": false,
	2578	+ "imageGeneration": true,
	2579	+ "video": false,
	2580	+ "reasoning": false,
	2581	+ "tools": true,
	2582	+ "structuredOutput": true,
	2583	+ "streaming": true,
	2584	+ "files": true,
	2585	+ "webSearch": true
	2586	+ },
	2587	+ "parameters": {
	2588	+ "temperature": null,
	2589	+ "topP": null,
	2590	+ "topK": "unsupported",
	2591	+ "maxTokens": "supported",
	2592	+ "reasoningEffort": "unsupported",
	2593	+ "thinkingBudget": "unsupported",
	2594	+ "stop": "conditional",
	2595	+ "seed": "conditional",
	2596	+ "frequencyPenalty": null,
	2597	+ "presencePenalty": null,
	2598	+ "verbosity": null
	2599	+ },
	2600	+ "pricing": {
	2601	+ "inputPerMillion": 1.75,
	2602	+ "cachedInputPerMillion": 0.175,
	2603	+ "outputPerMillion": 14
	2604	+ },
	2605	+ "status": "deprecated",
	2606	+ "notes": "shutdown_date (from GET /v1/models): 2026-08-10 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. Listed by GET /v1/models with shutdown_date 2026-08-10 but requests return 404 model_not_found (verified). Docs: 'This model has been deprecated. We recommend GPT-6 Astra'. Use chat-latest instead. Verified by probe: basic -> 404. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2607	+ "reasoningEfforts": null,
	2608	+ "defaultReasoningEffort": null,
	2609	+ "apis": [
	2610	+ "responses",
	2611	+ "chat"
	2612	+ ],
	2613	+ "knowledgeCutoff": "2025-08-31",
	2614	+ "shutdownDate": "2026-08-10",
	2615	+ "snapshotOf": null
	2616	+ },
	2617	+ {
	2618	+ "id": "gpt-5.3-codex",
	2619	+ "displayName": "GPT-5.3 Codex",
	2620	+ "family": "gpt-5.3",
	2621	+ "contextTokens": 400000,
	2622	+ "maxOutputTokens": 128000,
	2623	+ "capabilities": {
	2624	+ "text": true,
	2625	+ "vision": true,
	2626	+ "audioInput": false,
	2627	+ "audioOutput": false,
	2628	+ "imageGeneration": true,
	2629	+ "video": false,
	2630	+ "reasoning": true,
	2631	+ "tools": true,
	2632	+ "structuredOutput": true,
	2633	+ "streaming": true,
	2634	+ "files": true,
	2635	+ "webSearch": true
	2636	+ },
	2637	+ "parameters": {
	2638	+ "temperature": null,
	2639	+ "topP": null,
	2640	+ "topK": "unsupported",
	2641	+ "maxTokens": "supported",
	2642	+ "reasoningEffort": "supported",
	2643	+ "thinkingBudget": "unsupported",
	2644	+ "stop": "unsupported",
	2645	+ "seed": "unsupported",
	2646	+ "frequencyPenalty": null,
	2647	+ "presencePenalty": null,
	2648	+ "verbosity": "supported"
	2649	+ },
	2650	+ "pricing": {
	2651	+ "inputPerMillion": 1.75,
	2652	+ "cachedInputPerMillion": 0.175,
	2653	+ "outputPerMillion": 14
	2654	+ },
	2655	+ "status": "active",
	2656	+ "notes": "Agentic-coding model, Responses API only. Probe echoed reasoning.effort 'none' as default although docs list low..xhigh. Not a general chat model. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2657	+ "reasoningEfforts": [
	2658	+ "low",
	2659	+ "medium",
	2660	+ "high",
	2661	+ "xhigh"
	2662	+ ],
	2663	+ "defaultReasoningEffort": "none",
	2664	+ "apis": [
	2665	+ "responses"
	2666	+ ],
	2667	+ "knowledgeCutoff": "2025-08-31",
	2668	+ "shutdownDate": null,
	2669	+ "snapshotOf": null
	2670	+ },
	2671	+ {
	2672	+ "id": "gpt-5.4",
	2673	+ "displayName": "GPT-5.4",
	2674	+ "family": "gpt-5.4",
	2675	+ "contextTokens": 1050000,
	2676	+ "maxOutputTokens": 128000,
	2677	+ "capabilities": {
	2678	+ "text": true,
	2679	+ "vision": true,
	2680	+ "audioInput": false,
	2681	+ "audioOutput": false,
	2682	+ "imageGeneration": true,
	2683	+ "video": false,
	2684	+ "reasoning": true,
	2685	+ "tools": true,
	2686	+ "structuredOutput": true,
	2687	+ "streaming": true,
	2688	+ "files": true,
	2689	+ "webSearch": true
	2690	+ },
	2691	+ "parameters": {
	2692	+ "temperature": "conditional",
	2693	+ "topP": "conditional",
	2694	+ "topK": "unsupported",
	2695	+ "maxTokens": "supported",
	2696	+ "reasoningEffort": "supported",
	2697	+ "thinkingBudget": "unsupported",
	2698	+ "stop": "unsupported",
	2699	+ "seed": "unsupported",
	2700	+ "frequencyPenalty": "conditional",
	2701	+ "presencePenalty": "conditional",
	2702	+ "verbosity": "supported"
	2703	+ },
	2704	+ "pricing": {
	2705	+ "inputPerMillion": 2.5,
	2706	+ "cachedInputPerMillion": 0.25,
	2707	+ "outputPerMillion": 15
	2708	+ },
	2709	+ "status": "active",
	2710	+ "notes": "Snapshot gpt-5.4-2026-03-05. Default effort 'none' (verified echo) so sampling params work by default; assumed rejected once effort >= low (pattern verified on gpt-5.5/5.6). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2711	+ "reasoningEfforts": [
	2712	+ "none",
	2713	+ "low",
	2714	+ "medium",
	2715	+ "high",
	2716	+ "xhigh"
	2717	+ ],
	2718	+ "defaultReasoningEffort": "none",
	2719	+ "apis": [
	2720	+ "responses",
	2721	+ "chat",
	2722	+ "batch"
	2723	+ ],
	2724	+ "knowledgeCutoff": "2025-08-31",
	2725	+ "shutdownDate": null,
	2726	+ "snapshotOf": null
	2727	+ },
	2728	+ {
	2729	+ "id": "gpt-5.4-2026-03-05",
	2730	+ "displayName": "GPT-5.4 (2026-03-05)",
	2731	+ "family": "gpt-5.4",
	2732	+ "contextTokens": 1050000,
	2733	+ "maxOutputTokens": 128000,
	2734	+ "capabilities": {
	2735	+ "text": true,
	2736	+ "vision": true,
	2737	+ "audioInput": false,
	2738	+ "audioOutput": false,
	2739	+ "imageGeneration": true,
	2740	+ "video": false,
	2741	+ "reasoning": true,
	2742	+ "tools": true,
	2743	+ "structuredOutput": true,
	2744	+ "streaming": true,
	2745	+ "files": true,
	2746	+ "webSearch": true
	2747	+ },
	2748	+ "parameters": {
	2749	+ "temperature": "conditional",
	2750	+ "topP": "conditional",
	2751	+ "topK": "unsupported",
	2752	+ "maxTokens": "supported",
	2753	+ "reasoningEffort": "supported",
	2754	+ "thinkingBudget": "unsupported",
	2755	+ "stop": "unsupported",
	2756	+ "seed": "unsupported",
	2757	+ "frequencyPenalty": "conditional",
	2758	+ "presencePenalty": "conditional",
	2759	+ "verbosity": "supported"
	2760	+ },
	2761	+ "pricing": {
	2762	+ "inputPerMillion": 2.5,
	2763	+ "cachedInputPerMillion": 0.25,
	2764	+ "outputPerMillion": 15
	2765	+ },
	2766	+ "status": "active",
	2767	+ "notes": "Dated snapshot of gpt-5.4. Snapshot gpt-5.4-2026-03-05. Default effort 'none' (verified echo) so sampling params work by default; assumed rejected once effort >= low (pattern verified on gpt-5.5/5.6). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2768	+ "reasoningEfforts": [
	2769	+ "none",
	2770	+ "low",
	2771	+ "medium",
	2772	+ "high",
	2773	+ "xhigh"
	2774	+ ],
	2775	+ "defaultReasoningEffort": "none",
	2776	+ "apis": [
	2777	+ "responses",
	2778	+ "chat",
	2779	+ "batch"
	2780	+ ],
	2781	+ "knowledgeCutoff": "2025-08-31",
	2782	+ "shutdownDate": null,
	2783	+ "snapshotOf": "gpt-5.4"
	2784	+ },
	2785	+ {
	2786	+ "id": "gpt-5.4-mini",
	2787	+ "displayName": "GPT-5.4 mini",
	2788	+ "family": "gpt-5.4",
	2789	+ "contextTokens": 400000,
	2790	+ "maxOutputTokens": 128000,
	2791	+ "capabilities": {
	2792	+ "text": true,
	2793	+ "vision": true,
	2794	+ "audioInput": false,
	2795	+ "audioOutput": false,
	2796	+ "imageGeneration": true,
	2797	+ "video": false,
	2798	+ "reasoning": true,
	2799	+ "tools": true,
	2800	+ "structuredOutput": true,
	2801	+ "streaming": true,
	2802	+ "files": true,
	2803	+ "webSearch": true
	2804	+ },
	2805	+ "parameters": {
	2806	+ "temperature": "conditional",
	2807	+ "topP": "conditional",
	2808	+ "topK": "unsupported",
	2809	+ "maxTokens": "supported",
	2810	+ "reasoningEffort": "supported",
	2811	+ "thinkingBudget": "unsupported",
	2812	+ "stop": "unsupported",
	2813	+ "seed": "unsupported",
	2814	+ "frequencyPenalty": "conditional",
	2815	+ "presencePenalty": "conditional",
	2816	+ "verbosity": "supported"
	2817	+ },
	2818	+ "pricing": {
	2819	+ "inputPerMillion": 0.75,
	2820	+ "cachedInputPerMillion": 0.075,
	2821	+ "outputPerMillion": 4.5
	2822	+ },
	2823	+ "status": "active",
	2824	+ "notes": "Snapshot gpt-5.4-mini-2026-03-17. Default effort 'none': temperature, top_p, frequency_penalty, presence_penalty, logprobs all ACCEPTED at default (verified). 'minimal'/'max' rejected. PDF input (input_file file_data) verified. previous_response_id verified. service_tier 'flex' accepted. Verified by probe: basic, stream, params, tools(+previous_response_id), structured, vision, web_search, pdf, flex. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2825	+ "reasoningEfforts": [
	2826	+ "none",
	2827	+ "low",
	2828	+ "medium",
	2829	+ "high",
	2830	+ "xhigh"
	2831	+ ],
	2832	+ "defaultReasoningEffort": "none",
	2833	+ "apis": [
	2834	+ "responses",
	2835	+ "chat",
	2836	+ "batch"
	2837	+ ],
	2838	+ "knowledgeCutoff": "2025-08-31",
	2839	+ "shutdownDate": null,
	2840	+ "snapshotOf": null
	2841	+ },
	2842	+ {
	2843	+ "id": "gpt-5.4-mini-2026-03-17",
	2844	+ "displayName": "GPT-5.4 mini (2026-03-17)",
	2845	+ "family": "gpt-5.4",
	2846	+ "contextTokens": 400000,
	2847	+ "maxOutputTokens": 128000,
	2848	+ "capabilities": {
	2849	+ "text": true,
	2850	+ "vision": true,
	2851	+ "audioInput": false,
	2852	+ "audioOutput": false,
	2853	+ "imageGeneration": true,
	2854	+ "video": false,
	2855	+ "reasoning": true,
	2856	+ "tools": true,
	2857	+ "structuredOutput": true,
	2858	+ "streaming": true,
	2859	+ "files": true,
	2860	+ "webSearch": true
	2861	+ },
	2862	+ "parameters": {
	2863	+ "temperature": "conditional",
	2864	+ "topP": "conditional",
	2865	+ "topK": "unsupported",
	2866	+ "maxTokens": "supported",
	2867	+ "reasoningEffort": "supported",
	2868	+ "thinkingBudget": "unsupported",
	2869	+ "stop": "unsupported",
	2870	+ "seed": "unsupported",
	2871	+ "frequencyPenalty": "conditional",
	2872	+ "presencePenalty": "conditional",
	2873	+ "verbosity": "supported"
	2874	+ },
	2875	+ "pricing": {
	2876	+ "inputPerMillion": 0.75,
	2877	+ "cachedInputPerMillion": 0.075,
	2878	+ "outputPerMillion": 4.5
	2879	+ },
	2880	+ "status": "active",
	2881	+ "notes": "Dated snapshot of gpt-5.4-mini. Snapshot gpt-5.4-mini-2026-03-17. Default effort 'none': temperature, top_p, frequency_penalty, presence_penalty, logprobs all ACCEPTED at default (verified). 'minimal'/'max' rejected. PDF input (input_file file_data) verified. previous_response_id verified. service_tier 'flex' accepted. Verified by probe: basic, stream, params, tools(+previous_response_id), structured, vision, web_search, pdf, flex. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2882	+ "reasoningEfforts": [
	2883	+ "none",
	2884	+ "low",
	2885	+ "medium",
	2886	+ "high",
	2887	+ "xhigh"
	2888	+ ],
	2889	+ "defaultReasoningEffort": "none",
	2890	+ "apis": [
	2891	+ "responses",
	2892	+ "chat",
	2893	+ "batch"
	2894	+ ],
	2895	+ "knowledgeCutoff": "2025-08-31",
	2896	+ "shutdownDate": null,
	2897	+ "snapshotOf": "gpt-5.4-mini"
	2898	+ },
	2899	+ {
	2900	+ "id": "gpt-5.4-nano",
	2901	+ "displayName": "GPT-5.4 nano",
	2902	+ "family": "gpt-5.4",
	2903	+ "contextTokens": 400000,
	2904	+ "maxOutputTokens": 128000,
	2905	+ "capabilities": {
	2906	+ "text": true,
	2907	+ "vision": true,
	2908	+ "audioInput": false,
	2909	+ "audioOutput": false,
	2910	+ "imageGeneration": true,
	2911	+ "video": false,
	2912	+ "reasoning": true,
	2913	+ "tools": true,
	2914	+ "structuredOutput": true,
	2915	+ "streaming": true,
	2916	+ "files": true,
	2917	+ "webSearch": true
	2918	+ },
	2919	+ "parameters": {
	2920	+ "temperature": "conditional",
	2921	+ "topP": "conditional",
	2922	+ "topK": "unsupported",
	2923	+ "maxTokens": "supported",
	2924	+ "reasoningEffort": "supported",
	2925	+ "thinkingBudget": "unsupported",
	2926	+ "stop": "unsupported",
	2927	+ "seed": "unsupported",
	2928	+ "frequencyPenalty": "conditional",
	2929	+ "presencePenalty": "conditional",
	2930	+ "verbosity": "supported"
	2931	+ },
	2932	+ "pricing": {
	2933	+ "inputPerMillion": 0.2,
	2934	+ "cachedInputPerMillion": 0.02,
	2935	+ "outputPerMillion": 1.25
	2936	+ },
	2937	+ "status": "active",
	2938	+ "notes": "Snapshot gpt-5.4-nano-2026-03-17. Model page lists web_search among tools but computer use/tool_search absent. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2939	+ "reasoningEfforts": [
	2940	+ "none",
	2941	+ "low",
	2942	+ "medium",
	2943	+ "high",
	2944	+ "xhigh"
	2945	+ ],
	2946	+ "defaultReasoningEffort": "none",
	2947	+ "apis": [
	2948	+ "responses",
	2949	+ "chat",
	2950	+ "batch"
	2951	+ ],
	2952	+ "knowledgeCutoff": "2025-08-31",
	2953	+ "shutdownDate": null,
	2954	+ "snapshotOf": null
	2955	+ },
	2956	+ {
	2957	+ "id": "gpt-5.4-nano-2026-03-17",
	2958	+ "displayName": "GPT-5.4 nano (2026-03-17)",
	2959	+ "family": "gpt-5.4",
	2960	+ "contextTokens": 400000,
	2961	+ "maxOutputTokens": 128000,
	2962	+ "capabilities": {
	2963	+ "text": true,
	2964	+ "vision": true,
	2965	+ "audioInput": false,
	2966	+ "audioOutput": false,
	2967	+ "imageGeneration": true,
	2968	+ "video": false,
	2969	+ "reasoning": true,
	2970	+ "tools": true,
	2971	+ "structuredOutput": true,
	2972	+ "streaming": true,
	2973	+ "files": true,
	2974	+ "webSearch": true
	2975	+ },
	2976	+ "parameters": {
	2977	+ "temperature": "conditional",
	2978	+ "topP": "conditional",
	2979	+ "topK": "unsupported",
	2980	+ "maxTokens": "supported",
	2981	+ "reasoningEffort": "supported",
	2982	+ "thinkingBudget": "unsupported",
	2983	+ "stop": "unsupported",
	2984	+ "seed": "unsupported",
	2985	+ "frequencyPenalty": "conditional",
	2986	+ "presencePenalty": "conditional",
	2987	+ "verbosity": "supported"
	2988	+ },
	2989	+ "pricing": {
	2990	+ "inputPerMillion": 0.2,
	2991	+ "cachedInputPerMillion": 0.02,
	2992	+ "outputPerMillion": 1.25
	2993	+ },
	2994	+ "status": "active",
	2995	+ "notes": "Dated snapshot of gpt-5.4-nano. Snapshot gpt-5.4-nano-2026-03-17. Model page lists web_search among tools but computer use/tool_search absent. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	2996	+ "reasoningEfforts": [
	2997	+ "none",
	2998	+ "low",
	2999	+ "medium",
	3000	+ "high",
	3001	+ "xhigh"
	3002	+ ],
	3003	+ "defaultReasoningEffort": "none",
	3004	+ "apis": [
	3005	+ "responses",
	3006	+ "chat",
	3007	+ "batch"
	3008	+ ],
	3009	+ "knowledgeCutoff": "2025-08-31",
	3010	+ "shutdownDate": null,
	3011	+ "snapshotOf": "gpt-5.4-nano"
	3012	+ },
	3013	+ {
	3014	+ "id": "gpt-5.4-pro",
	3015	+ "displayName": "GPT-5.4 Pro",
	3016	+ "family": "gpt-5.4",
	3017	+ "contextTokens": 1050000,
	3018	+ "maxOutputTokens": 128000,
	3019	+ "capabilities": {
	3020	+ "text": true,
	3021	+ "vision": true,
	3022	+ "audioInput": false,
	3023	+ "audioOutput": false,
	3024	+ "imageGeneration": true,
	3025	+ "video": false,
	3026	+ "reasoning": true,
	3027	+ "tools": true,
	3028	+ "structuredOutput": null,
	3029	+ "streaming": true,
	3030	+ "files": true,
	3031	+ "webSearch": true
	3032	+ },
	3033	+ "parameters": {
	3034	+ "temperature": "unsupported",
	3035	+ "topP": "unsupported",
	3036	+ "topK": "unsupported",
	3037	+ "maxTokens": "supported",
	3038	+ "reasoningEffort": "supported",
	3039	+ "thinkingBudget": "unsupported",
	3040	+ "stop": "unsupported",
	3041	+ "seed": "unsupported",
	3042	+ "frequencyPenalty": "unsupported",
	3043	+ "presencePenalty": "unsupported",
	3044	+ "verbosity": "supported"
	3045	+ },
	3046	+ "pricing": {
	3047	+ "inputPerMillion": 30,
	3048	+ "cachedInputPerMillion": null,
	3049	+ "outputPerMillion": 180
	3050	+ },
	3051	+ "status": "active",
	3052	+ "notes": "Responses API only. Not probed (cost). Docs: no structured outputs listed for pro variants of 5.4? (page lists function calling, web search, MCP; structured outputs not listed) -> structuredOutput null. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3053	+ "reasoningEfforts": [
	3054	+ "medium",
	3055	+ "high",
	3056	+ "xhigh"
	3057	+ ],
	3058	+ "defaultReasoningEffort": "medium",
	3059	+ "apis": [
	3060	+ "responses"
	3061	+ ],
	3062	+ "knowledgeCutoff": "2025-08-31",
	3063	+ "shutdownDate": null,
	3064	+ "snapshotOf": null
	3065	+ },
	3066	+ {
	3067	+ "id": "gpt-5.4-pro-2026-03-05",
	3068	+ "displayName": "GPT-5.4 Pro (2026-03-05)",
	3069	+ "family": "gpt-5.4",
	3070	+ "contextTokens": 1050000,
	3071	+ "maxOutputTokens": 128000,
	3072	+ "capabilities": {
	3073	+ "text": true,
	3074	+ "vision": true,
	3075	+ "audioInput": false,
	3076	+ "audioOutput": false,
	3077	+ "imageGeneration": true,
	3078	+ "video": false,
	3079	+ "reasoning": true,
	3080	+ "tools": true,
	3081	+ "structuredOutput": null,
	3082	+ "streaming": true,
	3083	+ "files": true,
	3084	+ "webSearch": true
	3085	+ },
	3086	+ "parameters": {
	3087	+ "temperature": "unsupported",
	3088	+ "topP": "unsupported",
	3089	+ "topK": "unsupported",
	3090	+ "maxTokens": "supported",
	3091	+ "reasoningEffort": "supported",
	3092	+ "thinkingBudget": "unsupported",
	3093	+ "stop": "unsupported",
	3094	+ "seed": "unsupported",
	3095	+ "frequencyPenalty": "unsupported",
	3096	+ "presencePenalty": "unsupported",
	3097	+ "verbosity": "supported"
	3098	+ },
	3099	+ "pricing": {
	3100	+ "inputPerMillion": 30,
	3101	+ "cachedInputPerMillion": null,
	3102	+ "outputPerMillion": 180
	3103	+ },
	3104	+ "status": "active",
	3105	+ "notes": "Dated snapshot of gpt-5.4-pro. Responses API only. Not probed (cost). Docs: no structured outputs listed for pro variants of 5.4? (page lists function calling, web search, MCP; structured outputs not listed) -> structuredOutput null. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3106	+ "reasoningEfforts": [
	3107	+ "medium",
	3108	+ "high",
	3109	+ "xhigh"
	3110	+ ],
	3111	+ "defaultReasoningEffort": "medium",
	3112	+ "apis": [
	3113	+ "responses"
	3114	+ ],
	3115	+ "knowledgeCutoff": "2025-08-31",
	3116	+ "shutdownDate": null,
	3117	+ "snapshotOf": "gpt-5.4-pro"
	3118	+ },
	3119	+ {
	3120	+ "id": "gpt-5.5",
	3121	+ "displayName": "GPT-5.5",
	3122	+ "family": "gpt-5.5",
	3123	+ "contextTokens": 1050000,
	3124	+ "maxOutputTokens": 128000,
	3125	+ "capabilities": {
	3126	+ "text": true,
	3127	+ "vision": true,
	3128	+ "audioInput": false,
	3129	+ "audioOutput": false,
	3130	+ "imageGeneration": true,
	3131	+ "video": false,
	3132	+ "reasoning": true,
	3133	+ "tools": true,
	3134	+ "structuredOutput": true,
	3135	+ "streaming": true,
	3136	+ "files": true,
	3137	+ "webSearch": true
	3138	+ },
	3139	+ "parameters": {
	3140	+ "temperature": "conditional",
	3141	+ "topP": "conditional",
	3142	+ "topK": "unsupported",
	3143	+ "maxTokens": "supported",
	3144	+ "reasoningEffort": "supported",
	3145	+ "thinkingBudget": "unsupported",
	3146	+ "stop": "unsupported",
	3147	+ "seed": "unsupported",
	3148	+ "frequencyPenalty": "conditional",
	3149	+ "presencePenalty": "conditional",
	3150	+ "verbosity": "supported"
	3151	+ },
	3152	+ "pricing": {
	3153	+ "inputPerMillion": 5,
	3154	+ "cachedInputPerMillion": 0.5,
	3155	+ "outputPerMillion": 30
	3156	+ },
	3157	+ "status": "active",
	3158	+ "notes": "Snapshot gpt-5.5-2026-04-23. 'minimal' and 'max' efforts rejected (400 unsupported_value). temperature/top_p/penalties rejected unless reasoning.effort='none' (verified both ways). >272K input tokens billed 2x/1.5x. Default top_p echoed as 0.98. Chat Completions: temperature other than 1 rejected ('Only the default (1) value is supported'). Verified by probe: basic, stream, params, tools(+round trip), structured, vision(effort none), web_search (url_citation annotations), encrypted reasoning round trip, chat completions. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3159	+ "reasoningEfforts": [
	3160	+ "none",
	3161	+ "low",
	3162	+ "medium",
	3163	+ "high",
	3164	+ "xhigh"
	3165	+ ],
	3166	+ "defaultReasoningEffort": "medium",
	3167	+ "apis": [
	3168	+ "responses",
	3169	+ "chat",
	3170	+ "batch"
	3171	+ ],
	3172	+ "knowledgeCutoff": "2025-12-01",
	3173	+ "shutdownDate": null,
	3174	+ "snapshotOf": null
	3175	+ },
	3176	+ {
	3177	+ "id": "gpt-5.5-2026-04-23",
	3178	+ "displayName": "GPT-5.5 (2026-04-23)",
	3179	+ "family": "gpt-5.5",
	3180	+ "contextTokens": 1050000,
	3181	+ "maxOutputTokens": 128000,
	3182	+ "capabilities": {
	3183	+ "text": true,
	3184	+ "vision": true,
	3185	+ "audioInput": false,
	3186	+ "audioOutput": false,
	3187	+ "imageGeneration": true,
	3188	+ "video": false,
	3189	+ "reasoning": true,
	3190	+ "tools": true,
	3191	+ "structuredOutput": true,
	3192	+ "streaming": true,
	3193	+ "files": true,
	3194	+ "webSearch": true
	3195	+ },
	3196	+ "parameters": {
	3197	+ "temperature": "conditional",
	3198	+ "topP": "conditional",
	3199	+ "topK": "unsupported",
	3200	+ "maxTokens": "supported",
	3201	+ "reasoningEffort": "supported",
	3202	+ "thinkingBudget": "unsupported",
	3203	+ "stop": "unsupported",
	3204	+ "seed": "unsupported",
	3205	+ "frequencyPenalty": "conditional",
	3206	+ "presencePenalty": "conditional",
	3207	+ "verbosity": "supported"
	3208	+ },
	3209	+ "pricing": {
	3210	+ "inputPerMillion": 5,
	3211	+ "cachedInputPerMillion": 0.5,
	3212	+ "outputPerMillion": 30
	3213	+ },
	3214	+ "status": "active",
	3215	+ "notes": "Dated snapshot of gpt-5.5. Snapshot gpt-5.5-2026-04-23. 'minimal' and 'max' efforts rejected (400 unsupported_value). temperature/top_p/penalties rejected unless reasoning.effort='none' (verified both ways). >272K input tokens billed 2x/1.5x. Default top_p echoed as 0.98. Chat Completions: temperature other than 1 rejected ('Only the default (1) value is supported'). Verified by probe: basic, stream, params, tools(+round trip), structured, vision(effort none), web_search (url_citation annotations), encrypted reasoning round trip, chat completions. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3216	+ "reasoningEfforts": [
	3217	+ "none",
	3218	+ "low",
	3219	+ "medium",
	3220	+ "high",
	3221	+ "xhigh"
	3222	+ ],
	3223	+ "defaultReasoningEffort": "medium",
	3224	+ "apis": [
	3225	+ "responses",
	3226	+ "chat",
	3227	+ "batch"
	3228	+ ],
	3229	+ "knowledgeCutoff": "2025-12-01",
	3230	+ "shutdownDate": null,
	3231	+ "snapshotOf": "gpt-5.5"
	3232	+ },
	3233	+ {
	3234	+ "id": "gpt-5.5-pro",
	3235	+ "displayName": "GPT-5.5 Pro",
	3236	+ "family": "gpt-5.5",
	3237	+ "contextTokens": 1050000,
	3238	+ "maxOutputTokens": 128000,
	3239	+ "capabilities": {
	3240	+ "text": true,
	3241	+ "vision": true,
	3242	+ "audioInput": false,
	3243	+ "audioOutput": false,
	3244	+ "imageGeneration": true,
	3245	+ "video": false,
	3246	+ "reasoning": true,
	3247	+ "tools": true,
	3248	+ "structuredOutput": true,
	3249	+ "streaming": true,
	3250	+ "files": true,
	3251	+ "webSearch": true
	3252	+ },
	3253	+ "parameters": {
	3254	+ "temperature": "unsupported",
	3255	+ "topP": "unsupported",
	3256	+ "topK": "unsupported",
	3257	+ "maxTokens": "supported",
	3258	+ "reasoningEffort": "supported",
	3259	+ "thinkingBudget": "unsupported",
	3260	+ "stop": "unsupported",
	3261	+ "seed": "unsupported",
	3262	+ "frequencyPenalty": "unsupported",
	3263	+ "presencePenalty": "unsupported",
	3264	+ "verbosity": "supported"
	3265	+ },
	3266	+ "pricing": {
	3267	+ "inputPerMillion": 30,
	3268	+ "cachedInputPerMillion": null,
	3269	+ "outputPerMillion": 180
	3270	+ },
	3271	+ "status": "active",
	3272	+ "notes": "Responses API only (no Chat Completions). No cached-input price. Slow: docs recommend background:true. One tiny probe answered in 7.3 s. Docs: streaming listed but not verified. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3273	+ "reasoningEfforts": [
	3274	+ "medium",
	3275	+ "high",
	3276	+ "xhigh"
	3277	+ ],
	3278	+ "defaultReasoningEffort": "high",
	3279	+ "apis": [
	3280	+ "responses",
	3281	+ "batch"
	3282	+ ],
	3283	+ "knowledgeCutoff": "2025-12-01",
	3284	+ "shutdownDate": null,
	3285	+ "snapshotOf": null
	3286	+ },
	3287	+ {
	3288	+ "id": "gpt-5.5-pro-2026-04-23",
	3289	+ "displayName": "GPT-5.5 Pro (2026-04-23)",
	3290	+ "family": "gpt-5.5",
	3291	+ "contextTokens": 1050000,
	3292	+ "maxOutputTokens": 128000,
	3293	+ "capabilities": {
	3294	+ "text": true,
	3295	+ "vision": true,
	3296	+ "audioInput": false,
	3297	+ "audioOutput": false,
	3298	+ "imageGeneration": true,
	3299	+ "video": false,
	3300	+ "reasoning": true,
	3301	+ "tools": true,
	3302	+ "structuredOutput": true,
	3303	+ "streaming": true,
	3304	+ "files": true,
	3305	+ "webSearch": true
	3306	+ },
	3307	+ "parameters": {
	3308	+ "temperature": "unsupported",
	3309	+ "topP": "unsupported",
	3310	+ "topK": "unsupported",
	3311	+ "maxTokens": "supported",
	3312	+ "reasoningEffort": "supported",
	3313	+ "thinkingBudget": "unsupported",
	3314	+ "stop": "unsupported",
	3315	+ "seed": "unsupported",
	3316	+ "frequencyPenalty": "unsupported",
	3317	+ "presencePenalty": "unsupported",
	3318	+ "verbosity": "supported"
	3319	+ },
	3320	+ "pricing": {
	3321	+ "inputPerMillion": 30,
	3322	+ "cachedInputPerMillion": null,
	3323	+ "outputPerMillion": 180
	3324	+ },
	3325	+ "status": "active",
	3326	+ "notes": "Dated snapshot of gpt-5.5-pro. Responses API only (no Chat Completions). No cached-input price. Slow: docs recommend background:true. One tiny probe answered in 7.3 s. Docs: streaming listed but not verified. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3327	+ "reasoningEfforts": [
	3328	+ "medium",
	3329	+ "high",
	3330	+ "xhigh"
	3331	+ ],
	3332	+ "defaultReasoningEffort": "high",
	3333	+ "apis": [
	3334	+ "responses",
	3335	+ "batch"
	3336	+ ],
	3337	+ "knowledgeCutoff": "2025-12-01",
	3338	+ "shutdownDate": null,
	3339	+ "snapshotOf": "gpt-5.5-pro"
	3340	+ },
	3341	+ {
	3342	+ "id": "gpt-5.6-luna",
	3343	+ "displayName": "GPT-5.6 Luna",
	3344	+ "family": "gpt-5.6",
	3345	+ "contextTokens": 1050000,
	3346	+ "maxOutputTokens": 128000,
	3347	+ "capabilities": {
	3348	+ "text": true,
	3349	+ "vision": true,
	3350	+ "audioInput": false,
	3351	+ "audioOutput": false,
	3352	+ "imageGeneration": true,
	3353	+ "video": false,
	3354	+ "reasoning": true,
	3355	+ "tools": true,
	3356	+ "structuredOutput": true,
	3357	+ "streaming": true,
	3358	+ "files": true,
	3359	+ "webSearch": true
	3360	+ },
	3361	+ "parameters": {
	3362	+ "temperature": "conditional",
	3363	+ "topP": "conditional",
	3364	+ "topK": "unsupported",
	3365	+ "maxTokens": "supported",
	3366	+ "reasoningEffort": "supported",
	3367	+ "thinkingBudget": "unsupported",
	3368	+ "stop": "unsupported",
	3369	+ "seed": "unsupported",
	3370	+ "frequencyPenalty": "conditional",
	3371	+ "presencePenalty": "conditional",
	3372	+ "verbosity": "supported"
	3373	+ },
	3374	+ "pricing": {
	3375	+ "inputPerMillion": 0.2,
	3376	+ "cachedInputPerMillion": 0.02,
	3377	+ "outputPerMillion": 1.2
	3378	+ },
	3379	+ "status": "active",
	3380	+ "notes": "Cheapest 5.6. Recommended replacement for gpt-5-nano and gpt-4.1-nano. Param matrix assumed identical to gpt-5.6-sol (not individually probed). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3381	+ "reasoningEfforts": [
	3382	+ "none",
	3383	+ "low",
	3384	+ "medium",
	3385	+ "high",
	3386	+ "xhigh",
	3387	+ "max"
	3388	+ ],
	3389	+ "defaultReasoningEffort": "medium",
	3390	+ "apis": [
	3391	+ "responses",
	3392	+ "chat",
	3393	+ "batch"
	3394	+ ],
	3395	+ "knowledgeCutoff": "2026-02-16",
	3396	+ "shutdownDate": null,
	3397	+ "snapshotOf": null
	3398	+ },
	3399	+ {
	3400	+ "id": "gpt-5.6-sol",
	3401	+ "displayName": "GPT-5.6 Sol",
	3402	+ "family": "gpt-5.6",
	3403	+ "contextTokens": 1050000,
	3404	+ "maxOutputTokens": 128000,
	3405	+ "capabilities": {
	3406	+ "text": true,
	3407	+ "vision": true,
	3408	+ "audioInput": false,
	3409	+ "audioOutput": false,
	3410	+ "imageGeneration": true,
	3411	+ "video": false,
	3412	+ "reasoning": true,
	3413	+ "tools": true,
	3414	+ "structuredOutput": true,
	3415	+ "streaming": true,
	3416	+ "files": true,
	3417	+ "webSearch": true
	3418	+ },
	3419	+ "parameters": {
	3420	+ "temperature": "conditional",
	3421	+ "topP": "conditional",
	3422	+ "topK": "unsupported",
	3423	+ "maxTokens": "supported",
	3424	+ "reasoningEffort": "supported",
	3425	+ "thinkingBudget": "unsupported",
	3426	+ "stop": "unsupported",
	3427	+ "seed": "unsupported",
	3428	+ "frequencyPenalty": "conditional",
	3429	+ "presencePenalty": "conditional",
	3430	+ "verbosity": "supported"
	3431	+ },
	3432	+ "pricing": {
	3433	+ "inputPerMillion": 4,
	3434	+ "cachedInputPerMillion": 0.4,
	3435	+ "outputPerMillion": 20
	3436	+ },
	3437	+ "status": "active",
	3438	+ "notes": "Alias 'gpt-5.6' resolves here (verified: response.model = gpt-5.6-sol). temperature/top_p/penalties rejected unless reasoning.effort='none' (verified). Supports reasoning.mode 'standard'\|'pro' (pro = replacement for -pro models, not probed), reasoning.context all_turns (default), prompt_cache_options.ttl '30m', explicit cache breakpoints. Recommended replacement for gpt-5, o3, gpt-4o, o1, gpt-4-turbo. Verified by probe: basic, stream (reasoning_summary events seen), params, tools, structured, vision(effort none). Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime-* via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3439	+ "reasoningEfforts": [
	3440	+ "none",
	3441	+ "low",
	3442	+ "medium",
	3443	+ "high",
	3444	+ "xhigh",
	3445	+ "max"
	3446	+ ],
	3447	+ "defaultReasoningEffort": "medium",
	3448	+ "apis": [
	3449	+ "responses",
	3450	+ "chat",
	3451	+ "batch"
	3452	+ ],
	3453	+ "knowledgeCutoff": "2026-02-16",
	3454	+ "shutdownDate": null,
	3455	+ "snapshotOf": null
	3456	+ },
	3457	+ {
	3458	+ "id": "gpt-5.6-terra",
	3459	+ "displayName": "GPT-5.6 Terra",
	3460	+ "family": "gpt-5.6",
	3461	+ "contextTokens": 1050000,
	3462	+ "maxOutputTokens": 128000,
	3463	+ "capabilities": {
	3464	+ "text": true,
	3465	+ "vision": true,
	3466	+ "audioInput": false,
	3467	+ "audioOutput": false,
	3468	+ "imageGeneration": true,
	3469	+ "video": false,
	3470	+ "reasoning": true,
	3471	+ "tools": true,
	3472	+ "structuredOutput": true,
	3473	+ "streaming": true,
	3474	+ "files": true,
	3475	+ "webSearch": true
	3476	+ },
	3477	+ "parameters": {
	3478	+ "temperature": "conditional",
	3479	+ "topP": "conditional",
	3480	+ "topK": "unsupported",
	3481	+ "maxTokens": "supported",
	3482	+ "reasoningEffort": "supported",
	3483	+ "thinkingBudget": "unsupported",
	3484	+ "stop": "unsupported",
	3485	+ "seed": "unsupported",
	3486	+ "frequencyPenalty": "conditional",
	3487	+ "presencePenalty": "conditional",
	3488	+ "verbosity": "supported"
	3489	+ },
	3490	+ "pricing": {
	3491	+ "inputPerMillion": 2,
	3492	+ "cachedInputPerMillion": 0.2,
	3493	+ "outputPerMillion": 12
	3494	+ },
	3495	+ "status": "active",
	3496	+ "notes": "Max input 922,000 tokens. Recommended replacement for gpt-5-mini, o4-mini, gpt-3.5-turbo. Param matrix assumed identical to gpt-5.6-sol (not individually probed). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3497	+ "reasoningEfforts": [
	3498	+ "none",
	3499	+ "low",
	3500	+ "medium",
	3501	+ "high",
	3502	+ "xhigh",
	3503	+ "max"
	3504	+ ],
	3505	+ "defaultReasoningEffort": "medium",
	3506	+ "apis": [
	3507	+ "responses",
	3508	+ "chat",
	3509	+ "batch"
	3510	+ ],
	3511	+ "knowledgeCutoff": "2026-02-16",
	3512	+ "shutdownDate": null,
	3513	+ "snapshotOf": null
	3514	+ },
	3515	+ {
	3516	+ "id": "gpt-6-astra",
	3517	+ "displayName": "GPT-6 Astra",
	3518	+ "family": "gpt-6",
	3519	+ "contextTokens": 1050000,
	3520	+ "maxOutputTokens": 128000,
	3521	+ "capabilities": {
	3522	+ "text": true,
	3523	+ "vision": true,
	3524	+ "audioInput": false,
	3525	+ "audioOutput": false,
	3526	+ "imageGeneration": true,
	3527	+ "video": false,
	3528	+ "reasoning": true,
	3529	+ "tools": true,
	3530	+ "structuredOutput": true,
	3531	+ "streaming": true,
	3532	+ "files": true,
	3533	+ "webSearch": true
	3534	+ },
	3535	+ "parameters": {
	3536	+ "temperature": "unsupported",
	3537	+ "topP": "unsupported",
	3538	+ "topK": "unsupported",
	3539	+ "maxTokens": "supported",
	3540	+ "reasoningEffort": "supported",
	3541	+ "thinkingBudget": "unsupported",
	3542	+ "stop": "unsupported",
	3543	+ "seed": "unsupported",
	3544	+ "frequencyPenalty": "unsupported",
	3545	+ "presencePenalty": "unsupported",
	3546	+ "verbosity": "supported"
	3547	+ },
	3548	+ "pricing": {
	3549	+ "inputPerMillion": 10,
	3550	+ "cachedInputPerMillion": 1,
	3551	+ "outputPerMillion": 50
	3552	+ },
	3553	+ "status": "active",
	3554	+ "notes": "Flagship. reasoning.effort 'none'/'minimal' rejected (400 unsupported_value). temperature/top_p/frequency_penalty/presence_penalty rejected ('Unsupported parameter ... is not supported with this model'); logprobs rejected. Cache write $12.50/M; >272K input tokens billed 2x input / 1.5x output. reasoning.context defaults to all_turns. prompt_cache_retention accepted but docs say use prompt_cache_options.ttl='30m'. Verified by probe: basic, stream, params, tools, structured, vision(detail high, effort low), chat completions. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3555	+ "reasoningEfforts": [
	3556	+ "low",
	3557	+ "medium",
	3558	+ "high",
	3559	+ "xhigh",
	3560	+ "max"
	3561	+ ],
	3562	+ "defaultReasoningEffort": "medium",
	3563	+ "apis": [
	3564	+ "responses",
	3565	+ "chat",
	3566	+ "batch"
	3567	+ ],
	3568	+ "knowledgeCutoff": "2026-04-30",
	3569	+ "shutdownDate": null,
	3570	+ "snapshotOf": null
	3571	+ },
	3572	+ {
	3573	+ "id": "o1",
	3574	+ "displayName": "o1",
	3575	+ "family": "o-series",
	3576	+ "contextTokens": 200000,
	3577	+ "maxOutputTokens": 100000,
	3578	+ "capabilities": {
	3579	+ "text": true,
	3580	+ "vision": true,
	3581	+ "audioInput": false,
	3582	+ "audioOutput": false,
	3583	+ "imageGeneration": false,
	3584	+ "video": false,
	3585	+ "reasoning": true,
	3586	+ "tools": true,
	3587	+ "structuredOutput": true,
	3588	+ "streaming": true,
	3589	+ "files": true,
	3590	+ "webSearch": false
	3591	+ },
	3592	+ "parameters": {
	3593	+ "temperature": "unsupported",
	3594	+ "topP": "unsupported",
	3595	+ "topK": "unsupported",
	3596	+ "maxTokens": "supported",
	3597	+ "reasoningEffort": "supported",
	3598	+ "thinkingBudget": "unsupported",
	3599	+ "stop": "unsupported",
	3600	+ "seed": "unsupported",
	3601	+ "frequencyPenalty": "unsupported",
	3602	+ "presencePenalty": "unsupported",
	3603	+ "verbosity": "unsupported"
	3604	+ },
	3605	+ "pricing": {
	3606	+ "inputPerMillion": 15,
	3607	+ "cachedInputPerMillion": 7.5,
	3608	+ "outputPerMillion": 60
	3609	+ },
	3610	+ "status": "deprecated",
	3611	+ "notes": "shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-sol. Still answers (verified; 32-token probe came back incomplete because of reasoning). Verified by probe: basic (incomplete). Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3612	+ "reasoningEfforts": [
	3613	+ "low",
	3614	+ "medium",
	3615	+ "high"
	3616	+ ],
	3617	+ "defaultReasoningEffort": "medium",
	3618	+ "apis": [
	3619	+ "responses",
	3620	+ "chat",
	3621	+ "batch",
	3622	+ "assistants"
	3623	+ ],
	3624	+ "knowledgeCutoff": "2023-10-01",
	3625	+ "shutdownDate": "2026-10-23",
	3626	+ "snapshotOf": null
	3627	+ },
	3628	+ {
	3629	+ "id": "o1-2024-12-17",
	3630	+ "displayName": "o1 (2024-12-17)",
	3631	+ "family": "o-series",
	3632	+ "contextTokens": 200000,
	3633	+ "maxOutputTokens": 100000,
	3634	+ "capabilities": {
	3635	+ "text": true,
	3636	+ "vision": true,
	3637	+ "audioInput": false,
	3638	+ "audioOutput": false,
	3639	+ "imageGeneration": false,
	3640	+ "video": false,
	3641	+ "reasoning": true,
	3642	+ "tools": true,
	3643	+ "structuredOutput": true,
	3644	+ "streaming": true,
	3645	+ "files": true,
	3646	+ "webSearch": false
	3647	+ },
	3648	+ "parameters": {
	3649	+ "temperature": "unsupported",
	3650	+ "topP": "unsupported",
	3651	+ "topK": "unsupported",
	3652	+ "maxTokens": "supported",
	3653	+ "reasoningEffort": "supported",
	3654	+ "thinkingBudget": "unsupported",
	3655	+ "stop": "unsupported",
	3656	+ "seed": "unsupported",
	3657	+ "frequencyPenalty": "unsupported",
	3658	+ "presencePenalty": "unsupported",
	3659	+ "verbosity": "unsupported"
	3660	+ },
	3661	+ "pricing": {
	3662	+ "inputPerMillion": 15,
	3663	+ "cachedInputPerMillion": 7.5,
	3664	+ "outputPerMillion": 60
	3665	+ },
	3666	+ "status": "deprecated",
	3667	+ "notes": "Dated snapshot of o1. shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-sol. Still answers (verified; 32-token probe came back incomplete because of reasoning). Verified by probe: basic (incomplete). Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3668	+ "reasoningEfforts": [
	3669	+ "low",
	3670	+ "medium",
	3671	+ "high"
	3672	+ ],
	3673	+ "defaultReasoningEffort": "medium",
	3674	+ "apis": [
	3675	+ "responses",
	3676	+ "chat",
	3677	+ "batch",
	3678	+ "assistants"
	3679	+ ],
	3680	+ "knowledgeCutoff": "2023-10-01",
	3681	+ "shutdownDate": "2026-10-23",
	3682	+ "snapshotOf": "o1"
	3683	+ },
	3684	+ {
	3685	+ "id": "o1-pro",
	3686	+ "displayName": "o1-pro",
	3687	+ "family": "o-series",
	3688	+ "contextTokens": 200000,
	3689	+ "maxOutputTokens": 100000,
	3690	+ "capabilities": {
	3691	+ "text": true,
	3692	+ "vision": true,
	3693	+ "audioInput": false,
	3694	+ "audioOutput": false,
	3695	+ "imageGeneration": false,
	3696	+ "video": false,
	3697	+ "reasoning": true,
	3698	+ "tools": true,
	3699	+ "structuredOutput": true,
	3700	+ "streaming": true,
	3701	+ "files": true,
	3702	+ "webSearch": false
	3703	+ },
	3704	+ "parameters": {
	3705	+ "temperature": "unsupported",
	3706	+ "topP": "unsupported",
	3707	+ "topK": "unsupported",
	3708	+ "maxTokens": "supported",
	3709	+ "reasoningEffort": "supported",
	3710	+ "thinkingBudget": "unsupported",
	3711	+ "stop": "unsupported",
	3712	+ "seed": "unsupported",
	3713	+ "frequencyPenalty": "unsupported",
	3714	+ "presencePenalty": "unsupported",
	3715	+ "verbosity": "unsupported"
	3716	+ },
	3717	+ "pricing": {
	3718	+ "inputPerMillion": 150,
	3719	+ "cachedInputPerMillion": null,
	3720	+ "outputPerMillion": 600
	3721	+ },
	3722	+ "status": "deprecated",
	3723	+ "notes": "shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-sol with reasoning.mode pro. Responses only. Not probed (cost). Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3724	+ "reasoningEfforts": null,
	3725	+ "defaultReasoningEffort": null,
	3726	+ "apis": [
	3727	+ "responses",
	3728	+ "batch"
	3729	+ ],
	3730	+ "knowledgeCutoff": null,
	3731	+ "shutdownDate": "2026-10-23",
	3732	+ "snapshotOf": null
	3733	+ },
	3734	+ {
	3735	+ "id": "o1-pro-2025-03-19",
	3736	+ "displayName": "o1-pro (2025-03-19)",
	3737	+ "family": "o-series",
	3738	+ "contextTokens": 200000,
	3739	+ "maxOutputTokens": 100000,
	3740	+ "capabilities": {
	3741	+ "text": true,
	3742	+ "vision": true,
	3743	+ "audioInput": false,
	3744	+ "audioOutput": false,
	3745	+ "imageGeneration": false,
	3746	+ "video": false,
	3747	+ "reasoning": true,
	3748	+ "tools": true,
	3749	+ "structuredOutput": true,
	3750	+ "streaming": true,
	3751	+ "files": true,
	3752	+ "webSearch": false
	3753	+ },
	3754	+ "parameters": {
	3755	+ "temperature": "unsupported",
	3756	+ "topP": "unsupported",
	3757	+ "topK": "unsupported",
	3758	+ "maxTokens": "supported",
	3759	+ "reasoningEffort": "supported",
	3760	+ "thinkingBudget": "unsupported",
	3761	+ "stop": "unsupported",
	3762	+ "seed": "unsupported",
	3763	+ "frequencyPenalty": "unsupported",
	3764	+ "presencePenalty": "unsupported",
	3765	+ "verbosity": "unsupported"
	3766	+ },
	3767	+ "pricing": {
	3768	+ "inputPerMillion": 150,
	3769	+ "cachedInputPerMillion": null,
	3770	+ "outputPerMillion": 600
	3771	+ },
	3772	+ "status": "deprecated",
	3773	+ "notes": "Dated snapshot of o1-pro. shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-sol with reasoning.mode pro. Responses only. Not probed (cost). Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3774	+ "reasoningEfforts": null,
	3775	+ "defaultReasoningEffort": null,
	3776	+ "apis": [
	3777	+ "responses",
	3778	+ "batch"
	3779	+ ],
	3780	+ "knowledgeCutoff": null,
	3781	+ "shutdownDate": "2026-10-23",
	3782	+ "snapshotOf": "o1-pro"
	3783	+ },
	3784	+ {
	3785	+ "id": "o3",
	3786	+ "displayName": "o3",
	3787	+ "family": "o-series",
	3788	+ "contextTokens": 200000,
	3789	+ "maxOutputTokens": 100000,
	3790	+ "capabilities": {
	3791	+ "text": true,
	3792	+ "vision": true,
	3793	+ "audioInput": false,
	3794	+ "audioOutput": false,
	3795	+ "imageGeneration": true,
	3796	+ "video": false,
	3797	+ "reasoning": true,
	3798	+ "tools": true,
	3799	+ "structuredOutput": true,
	3800	+ "streaming": true,
	3801	+ "files": true,
	3802	+ "webSearch": true
	3803	+ },
	3804	+ "parameters": {
	3805	+ "temperature": "unsupported",
	3806	+ "topP": "unsupported",
	3807	+ "topK": "unsupported",
	3808	+ "maxTokens": "supported",
	3809	+ "reasoningEffort": "supported",
	3810	+ "thinkingBudget": "unsupported",
	3811	+ "stop": "unsupported",
	3812	+ "seed": "unsupported",
	3813	+ "frequencyPenalty": "unsupported",
	3814	+ "presencePenalty": "unsupported",
	3815	+ "verbosity": "unsupported"
	3816	+ },
	3817	+ "pricing": {
	3818	+ "inputPerMillion": 2,
	3819	+ "cachedInputPerMillion": 0.5,
	3820	+ "outputPerMillion": 8
	3821	+ },
	3822	+ "status": "active",
	3823	+ "notes": "Alias active; snapshot o3-2025-04-16 shuts down 2026-12-11 -> gpt-5.6-sol. Docs: 'o3 is succeeded by GPT-5'. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3824	+ "reasoningEfforts": [
	3825	+ "low",
	3826	+ "medium",
	3827	+ "high"
	3828	+ ],
	3829	+ "defaultReasoningEffort": "medium",
	3830	+ "apis": [
	3831	+ "responses",
	3832	+ "chat",
	3833	+ "batch"
	3834	+ ],
	3835	+ "knowledgeCutoff": "2024-06-01",
	3836	+ "shutdownDate": null,
	3837	+ "snapshotOf": null
	3838	+ },
	3839	+ {
	3840	+ "id": "o3-2025-04-16",
	3841	+ "displayName": "o3 (2025-04-16)",
	3842	+ "family": "o-series",
	3843	+ "contextTokens": 200000,
	3844	+ "maxOutputTokens": 100000,
	3845	+ "capabilities": {
	3846	+ "text": true,
	3847	+ "vision": true,
	3848	+ "audioInput": false,
	3849	+ "audioOutput": false,
	3850	+ "imageGeneration": true,
	3851	+ "video": false,
	3852	+ "reasoning": true,
	3853	+ "tools": true,
	3854	+ "structuredOutput": true,
	3855	+ "streaming": true,
	3856	+ "files": true,
	3857	+ "webSearch": true
	3858	+ },
	3859	+ "parameters": {
	3860	+ "temperature": "unsupported",
	3861	+ "topP": "unsupported",
	3862	+ "topK": "unsupported",
	3863	+ "maxTokens": "supported",
	3864	+ "reasoningEffort": "supported",
	3865	+ "thinkingBudget": "unsupported",
	3866	+ "stop": "unsupported",
	3867	+ "seed": "unsupported",
	3868	+ "frequencyPenalty": "unsupported",
	3869	+ "presencePenalty": "unsupported",
	3870	+ "verbosity": "unsupported"
	3871	+ },
	3872	+ "pricing": {
	3873	+ "inputPerMillion": 2,
	3874	+ "cachedInputPerMillion": 0.5,
	3875	+ "outputPerMillion": 8
	3876	+ },
	3877	+ "status": "deprecated",
	3878	+ "notes": "Dated snapshot of o3. shutdown_date (from GET /v1/models): 2026-12-11. Alias active; snapshot o3-2025-04-16 shuts down 2026-12-11 -> gpt-5.6-sol. Docs: 'o3 is succeeded by GPT-5'. Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3879	+ "reasoningEfforts": [
	3880	+ "low",
	3881	+ "medium",
	3882	+ "high"
	3883	+ ],
	3884	+ "defaultReasoningEffort": "medium",
	3885	+ "apis": [
	3886	+ "responses",
	3887	+ "chat",
	3888	+ "batch"
	3889	+ ],
	3890	+ "knowledgeCutoff": "2024-06-01",
	3891	+ "shutdownDate": "2026-12-11",
	3892	+ "snapshotOf": "o3"
	3893	+ },
	3894	+ {
	3895	+ "id": "o3-deep-research",
	3896	+ "displayName": "o3 Deep Research",
	3897	+ "family": "o-series",
	3898	+ "contextTokens": 200000,
	3899	+ "maxOutputTokens": 100000,
	3900	+ "capabilities": {
	3901	+ "text": true,
	3902	+ "vision": true,
	3903	+ "audioInput": false,
	3904	+ "audioOutput": false,
	3905	+ "imageGeneration": false,
	3906	+ "video": false,
	3907	+ "reasoning": true,
	3908	+ "tools": true,
	3909	+ "structuredOutput": true,
	3910	+ "streaming": true,
	3911	+ "files": true,
	3912	+ "webSearch": true
	3913	+ },
	3914	+ "parameters": {
	3915	+ "temperature": "unsupported",
	3916	+ "topP": "unsupported",
	3917	+ "topK": "unsupported",
	3918	+ "maxTokens": "supported",
	3919	+ "reasoningEffort": "supported",
	3920	+ "thinkingBudget": "unsupported",
	3921	+ "stop": "unsupported",
	3922	+ "seed": "unsupported",
	3923	+ "frequencyPenalty": "unsupported",
	3924	+ "presencePenalty": "unsupported",
	3925	+ "verbosity": "supported"
	3926	+ },
	3927	+ "pricing": {
	3928	+ "inputPerMillion": null,
	3929	+ "cachedInputPerMillion": null,
	3930	+ "outputPerMillion": null
	3931	+ },
	3932	+ "status": "deprecated",
	3933	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23; 404 model_not_found (verified). Agentic research model, not a chat model. Verified by probe: basic -> 404. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3934	+ "reasoningEfforts": null,
	3935	+ "defaultReasoningEffort": null,
	3936	+ "apis": [
	3937	+ "responses"
	3938	+ ],
	3939	+ "knowledgeCutoff": null,
	3940	+ "shutdownDate": "2026-07-23",
	3941	+ "snapshotOf": null
	3942	+ },
	3943	+ {
	3944	+ "id": "o3-deep-research-2025-06-26",
	3945	+ "displayName": "o3 Deep Research (2025-06-26)",
	3946	+ "family": "o-series",
	3947	+ "contextTokens": 200000,
	3948	+ "maxOutputTokens": 100000,
	3949	+ "capabilities": {
	3950	+ "text": true,
	3951	+ "vision": true,
	3952	+ "audioInput": false,
	3953	+ "audioOutput": false,
	3954	+ "imageGeneration": false,
	3955	+ "video": false,
	3956	+ "reasoning": true,
	3957	+ "tools": true,
	3958	+ "structuredOutput": true,
	3959	+ "streaming": true,
	3960	+ "files": true,
	3961	+ "webSearch": true
	3962	+ },
	3963	+ "parameters": {
	3964	+ "temperature": "unsupported",
	3965	+ "topP": "unsupported",
	3966	+ "topK": "unsupported",
	3967	+ "maxTokens": "supported",
	3968	+ "reasoningEffort": "supported",
	3969	+ "thinkingBudget": "unsupported",
	3970	+ "stop": "unsupported",
	3971	+ "seed": "unsupported",
	3972	+ "frequencyPenalty": "unsupported",
	3973	+ "presencePenalty": "unsupported",
	3974	+ "verbosity": "supported"
	3975	+ },
	3976	+ "pricing": {
	3977	+ "inputPerMillion": null,
	3978	+ "cachedInputPerMillion": null,
	3979	+ "outputPerMillion": null
	3980	+ },
	3981	+ "status": "deprecated",
	3982	+ "notes": "Dated snapshot of o3-deep-research. shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23; 404 model_not_found (verified). Agentic research model, not a chat model. Verified by probe: basic -> 404. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	3983	+ "reasoningEfforts": null,
	3984	+ "defaultReasoningEffort": null,
	3985	+ "apis": [
	3986	+ "responses"
	3987	+ ],
	3988	+ "knowledgeCutoff": null,
	3989	+ "shutdownDate": "2026-07-23",
	3990	+ "snapshotOf": "o3-deep-research"
	3991	+ },
	3992	+ {
	3993	+ "id": "o3-mini",
	3994	+ "displayName": "o3-mini",
	3995	+ "family": "o-series",
	3996	+ "contextTokens": 200000,
	3997	+ "maxOutputTokens": 100000,
	3998	+ "capabilities": {
	3999	+ "text": true,
	4000	+ "vision": false,
	4001	+ "audioInput": false,
	4002	+ "audioOutput": false,
	4003	+ "imageGeneration": false,
	4004	+ "video": false,
	4005	+ "reasoning": true,
	4006	+ "tools": true,
	4007	+ "structuredOutput": true,
	4008	+ "streaming": true,
	4009	+ "files": false,
	4010	+ "webSearch": false
	4011	+ },
	4012	+ "parameters": {
	4013	+ "temperature": "unsupported",
	4014	+ "topP": "unsupported",
	4015	+ "topK": "unsupported",
	4016	+ "maxTokens": "supported",
	4017	+ "reasoningEffort": "supported",
	4018	+ "thinkingBudget": "unsupported",
	4019	+ "stop": "unsupported",
	4020	+ "seed": "unsupported",
	4021	+ "frequencyPenalty": "unsupported",
	4022	+ "presencePenalty": "unsupported",
	4023	+ "verbosity": "unsupported"
	4024	+ },
	4025	+ "pricing": {
	4026	+ "inputPerMillion": 1.1,
	4027	+ "cachedInputPerMillion": 0.55,
	4028	+ "outputPerMillion": 4.4
	4029	+ },
	4030	+ "status": "deprecated",
	4031	+ "notes": "shutdown_date (from GET /v1/models): 2026-10-23. TEXT ONLY (no image input). shutdown_date 2026-10-23 -> gpt-5.6-sol. Still answers (verified). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	4032	+ "reasoningEfforts": [
	4033	+ "low",
	4034	+ "medium",
	4035	+ "high"
	4036	+ ],
	4037	+ "defaultReasoningEffort": "medium",
	4038	+ "apis": [
	4039	+ "responses",
	4040	+ "chat",
	4041	+ "batch",
	4042	+ "assistants"
	4043	+ ],
	4044	+ "knowledgeCutoff": "2023-10-01",
	4045	+ "shutdownDate": "2026-10-23",
	4046	+ "snapshotOf": null
	4047	+ },
	4048	+ {
	4049	+ "id": "o3-mini-2025-01-31",
	4050	+ "displayName": "o3-mini (2025-01-31)",
	4051	+ "family": "o-series",
	4052	+ "contextTokens": 200000,
	4053	+ "maxOutputTokens": 100000,
	4054	+ "capabilities": {
	4055	+ "text": true,
	4056	+ "vision": false,
	4057	+ "audioInput": false,
	4058	+ "audioOutput": false,
	4059	+ "imageGeneration": false,
	4060	+ "video": false,
	4061	+ "reasoning": true,
	4062	+ "tools": true,
	4063	+ "structuredOutput": true,
	4064	+ "streaming": true,
	4065	+ "files": false,
	4066	+ "webSearch": false
	4067	+ },
	4068	+ "parameters": {
	4069	+ "temperature": "unsupported",
	4070	+ "topP": "unsupported",
	4071	+ "topK": "unsupported",
	4072	+ "maxTokens": "supported",
	4073	+ "reasoningEffort": "supported",
	4074	+ "thinkingBudget": "unsupported",
	4075	+ "stop": "unsupported",
	4076	+ "seed": "unsupported",
	4077	+ "frequencyPenalty": "unsupported",
	4078	+ "presencePenalty": "unsupported",
	4079	+ "verbosity": "unsupported"
	4080	+ },
	4081	+ "pricing": {
	4082	+ "inputPerMillion": 1.1,
	4083	+ "cachedInputPerMillion": 0.55,
	4084	+ "outputPerMillion": 4.4
	4085	+ },
	4086	+ "status": "deprecated",
	4087	+ "notes": "Dated snapshot of o3-mini. shutdown_date (from GET /v1/models): 2026-10-23. TEXT ONLY (no image input). shutdown_date 2026-10-23 -> gpt-5.6-sol. Still answers (verified). Verified by probe: basic. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	4088	+ "reasoningEfforts": [
	4089	+ "low",
	4090	+ "medium",
	4091	+ "high"
	4092	+ ],
	4093	+ "defaultReasoningEffort": "medium",
	4094	+ "apis": [
	4095	+ "responses",
	4096	+ "chat",
	4097	+ "batch",
	4098	+ "assistants"
	4099	+ ],
	4100	+ "knowledgeCutoff": "2023-10-01",
	4101	+ "shutdownDate": "2026-10-23",
	4102	+ "snapshotOf": "o3-mini"
	4103	+ },
	4104	+ {
	4105	+ "id": "o3-pro",
	4106	+ "displayName": "o3-pro",
	4107	+ "family": "o-series",
	4108	+ "contextTokens": 200000,
	4109	+ "maxOutputTokens": 100000,
	4110	+ "capabilities": {
	4111	+ "text": true,
	4112	+ "vision": true,
	4113	+ "audioInput": false,
	4114	+ "audioOutput": false,
	4115	+ "imageGeneration": true,
	4116	+ "video": false,
	4117	+ "reasoning": true,
	4118	+ "tools": true,
	4119	+ "structuredOutput": true,
	4120	+ "streaming": true,
	4121	+ "files": true,
	4122	+ "webSearch": true
	4123	+ },
	4124	+ "parameters": {
	4125	+ "temperature": "unsupported",
	4126	+ "topP": "unsupported",
	4127	+ "topK": "unsupported",
	4128	+ "maxTokens": "supported",
	4129	+ "reasoningEffort": "supported",
	4130	+ "thinkingBudget": "unsupported",
	4131	+ "stop": "unsupported",
	4132	+ "seed": "unsupported",
	4133	+ "frequencyPenalty": "unsupported",
	4134	+ "presencePenalty": "unsupported",
	4135	+ "verbosity": "unsupported"
	4136	+ },
	4137	+ "pricing": {
	4138	+ "inputPerMillion": 20,
	4139	+ "cachedInputPerMillion": null,
	4140	+ "outputPerMillion": 80
	4141	+ },
	4142	+ "status": "active",
	4143	+ "notes": "Responses only, background mode recommended; streaming not indicated in docs. Snapshot o3-pro-2025-06-10 shuts down 2026-12-11. Not probed. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	4144	+ "reasoningEfforts": null,
	4145	+ "defaultReasoningEffort": null,
	4146	+ "apis": [
	4147	+ "responses",
	4148	+ "batch"
	4149	+ ],
	4150	+ "knowledgeCutoff": null,
	4151	+ "shutdownDate": null,
	4152	+ "snapshotOf": null
	4153	+ },
	4154	+ {
	4155	+ "id": "o3-pro-2025-06-10",
	4156	+ "displayName": "o3-pro (2025-06-10)",
	4157	+ "family": "o-series",
	4158	+ "contextTokens": 200000,
	4159	+ "maxOutputTokens": 100000,
	4160	+ "capabilities": {
	4161	+ "text": true,
	4162	+ "vision": true,
	4163	+ "audioInput": false,
	4164	+ "audioOutput": false,
	4165	+ "imageGeneration": true,
	4166	+ "video": false,
	4167	+ "reasoning": true,
	4168	+ "tools": true,
	4169	+ "structuredOutput": true,
	4170	+ "streaming": true,
	4171	+ "files": true,
	4172	+ "webSearch": true
	4173	+ },
	4174	+ "parameters": {
	4175	+ "temperature": "unsupported",
	4176	+ "topP": "unsupported",
	4177	+ "topK": "unsupported",
	4178	+ "maxTokens": "supported",
	4179	+ "reasoningEffort": "supported",
	4180	+ "thinkingBudget": "unsupported",
	4181	+ "stop": "unsupported",
	4182	+ "seed": "unsupported",
	4183	+ "frequencyPenalty": "unsupported",
	4184	+ "presencePenalty": "unsupported",
	4185	+ "verbosity": "unsupported"
	4186	+ },
	4187	+ "pricing": {
	4188	+ "inputPerMillion": 20,
	4189	+ "cachedInputPerMillion": null,
	4190	+ "outputPerMillion": 80
	4191	+ },
	4192	+ "status": "deprecated",
	4193	+ "notes": "Dated snapshot of o3-pro. shutdown_date (from GET /v1/models): 2026-12-11. Responses only, background mode recommended; streaming not indicated in docs. Snapshot o3-pro-2025-06-10 shuts down 2026-12-11. Not probed. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	4194	+ "reasoningEfforts": null,
	4195	+ "defaultReasoningEffort": null,
	4196	+ "apis": [
	4197	+ "responses",
	4198	+ "batch"
	4199	+ ],
	4200	+ "knowledgeCutoff": null,
	4201	+ "shutdownDate": "2026-12-11",
	4202	+ "snapshotOf": "o3-pro"
	4203	+ },
	4204	+ {
	4205	+ "id": "o4-mini",
	4206	+ "displayName": "o4-mini",
	4207	+ "family": "o-series",
	4208	+ "contextTokens": 200000,
	4209	+ "maxOutputTokens": 100000,
	4210	+ "capabilities": {
	4211	+ "text": true,
	4212	+ "vision": true,
	4213	+ "audioInput": false,
	4214	+ "audioOutput": false,
	4215	+ "imageGeneration": true,
	4216	+ "video": false,
	4217	+ "reasoning": true,
	4218	+ "tools": true,
	4219	+ "structuredOutput": true,
	4220	+ "streaming": true,
	4221	+ "files": true,
	4222	+ "webSearch": true
	4223	+ },
	4224	+ "parameters": {
	4225	+ "temperature": "unsupported",
	4226	+ "topP": "unsupported",
	4227	+ "topK": "unsupported",
	4228	+ "maxTokens": "supported",
	4229	+ "reasoningEffort": "supported",
	4230	+ "thinkingBudget": "unsupported",
	4231	+ "stop": "unsupported",
	4232	+ "seed": "unsupported",
	4233	+ "frequencyPenalty": "unsupported",
	4234	+ "presencePenalty": "unsupported",
	4235	+ "verbosity": "unsupported"
	4236	+ },
	4237	+ "pricing": {
	4238	+ "inputPerMillion": 1.1,
	4239	+ "cachedInputPerMillion": 0.275,
	4240	+ "outputPerMillion": 4.4
	4241	+ },
	4242	+ "status": "deprecated",
	4243	+ "notes": "shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-terra. Verified: effort none/minimal/xhigh/max rejected ('Supported values are: low, medium, and high'); temperature/top_p/penalties/logprobs rejected; text.verbosity only 'medium'. Heavy reasoner: at max_output_tokens 200 the tool-call, structured and vision probes all came back incomplete (all tokens spent on reasoning) -> give it >= 1-2k output tokens. Reasoning summaries stream (response.reasoning_summary_). Verified by probe: basic, stream, params, structured/vision/tools (incomplete at 200 tokens), chat completions. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime-* via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	4244	+ "reasoningEfforts": [
	4245	+ "low",
	4246	+ "medium",
	4247	+ "high"
	4248	+ ],
	4249	+ "defaultReasoningEffort": "medium",
	4250	+ "apis": [
	4251	+ "responses",
	4252	+ "chat",
	4253	+ "batch",
	4254	+ "fine-tuning"
	4255	+ ],
	4256	+ "knowledgeCutoff": "2024-06-01",
	4257	+ "shutdownDate": "2026-10-23",
	4258	+ "snapshotOf": null
	4259	+ },
	4260	+ {
	4261	+ "id": "o4-mini-2025-04-16",
	4262	+ "displayName": "o4-mini (2025-04-16)",
	4263	+ "family": "o-series",
	4264	+ "contextTokens": 200000,
	4265	+ "maxOutputTokens": 100000,
	4266	+ "capabilities": {
	4267	+ "text": true,
	4268	+ "vision": true,
	4269	+ "audioInput": false,
	4270	+ "audioOutput": false,
	4271	+ "imageGeneration": true,
	4272	+ "video": false,
	4273	+ "reasoning": true,
	4274	+ "tools": true,
	4275	+ "structuredOutput": true,
	4276	+ "streaming": true,
	4277	+ "files": true,
	4278	+ "webSearch": true
	4279	+ },
	4280	+ "parameters": {
	4281	+ "temperature": "unsupported",
	4282	+ "topP": "unsupported",
	4283	+ "topK": "unsupported",
	4284	+ "maxTokens": "supported",
	4285	+ "reasoningEffort": "supported",
	4286	+ "thinkingBudget": "unsupported",
	4287	+ "stop": "unsupported",
	4288	+ "seed": "unsupported",
	4289	+ "frequencyPenalty": "unsupported",
	4290	+ "presencePenalty": "unsupported",
	4291	+ "verbosity": "unsupported"
	4292	+ },
	4293	+ "pricing": {
	4294	+ "inputPerMillion": 1.1,
	4295	+ "cachedInputPerMillion": 0.275,
	4296	+ "outputPerMillion": 4.4
	4297	+ },
	4298	+ "status": "deprecated",
	4299	+ "notes": "Dated snapshot of o4-mini. shutdown_date (from GET /v1/models): 2026-10-23. shutdown_date 2026-10-23 -> gpt-5.6-terra. Verified: effort none/minimal/xhigh/max rejected ('Supported values are: low, medium, and high'); temperature/top_p/penalties/logprobs rejected; text.verbosity only 'medium'. Heavy reasoner: at max_output_tokens 200 the tool-call, structured and vision probes all came back incomplete (all tokens spent on reasoning) -> give it >= 1-2k output tokens. Reasoning summaries stream (response.reasoning_summary_). Verified by probe: basic, stream, params, structured/vision/tools (incomplete at 200 tokens), chat completions. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime-* via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	4300	+ "reasoningEfforts": [
	4301	+ "low",
	4302	+ "medium",
	4303	+ "high"
	4304	+ ],
	4305	+ "defaultReasoningEffort": "medium",
	4306	+ "apis": [
	4307	+ "responses",
	4308	+ "chat",
	4309	+ "batch",
	4310	+ "fine-tuning"
	4311	+ ],
	4312	+ "knowledgeCutoff": "2024-06-01",
	4313	+ "shutdownDate": "2026-10-23",
	4314	+ "snapshotOf": "o4-mini"
	4315	+ },
	4316	+ {
	4317	+ "id": "o4-mini-deep-research",
	4318	+ "displayName": "o4-mini Deep Research",
	4319	+ "family": "o-series",
	4320	+ "contextTokens": 200000,
	4321	+ "maxOutputTokens": 100000,
	4322	+ "capabilities": {
	4323	+ "text": true,
	4324	+ "vision": true,
	4325	+ "audioInput": false,
	4326	+ "audioOutput": false,
	4327	+ "imageGeneration": false,
	4328	+ "video": false,
	4329	+ "reasoning": true,
	4330	+ "tools": true,
	4331	+ "structuredOutput": true,
	4332	+ "streaming": true,
	4333	+ "files": true,
	4334	+ "webSearch": true
	4335	+ },
	4336	+ "parameters": {
	4337	+ "temperature": "unsupported",
	4338	+ "topP": "unsupported",
	4339	+ "topK": "unsupported",
	4340	+ "maxTokens": "supported",
	4341	+ "reasoningEffort": "supported",
	4342	+ "thinkingBudget": "unsupported",
	4343	+ "stop": "unsupported",
	4344	+ "seed": "unsupported",
	4345	+ "frequencyPenalty": "unsupported",
	4346	+ "presencePenalty": "unsupported",
	4347	+ "verbosity": "supported"
	4348	+ },
	4349	+ "pricing": {
	4350	+ "inputPerMillion": null,
	4351	+ "cachedInputPerMillion": null,
	4352	+ "outputPerMillion": null
	4353	+ },
	4354	+ "status": "deprecated",
	4355	+ "notes": "shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23 (passed). Not probed; sibling o3-deep-research returns 404. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	4356	+ "reasoningEfforts": null,
	4357	+ "defaultReasoningEffort": null,
	4358	+ "apis": [
	4359	+ "responses"
	4360	+ ],
	4361	+ "knowledgeCutoff": null,
	4362	+ "shutdownDate": "2026-07-23",
	4363	+ "snapshotOf": null
	4364	+ },
	4365	+ {
	4366	+ "id": "o4-mini-deep-research-2025-06-26",
	4367	+ "displayName": "o4-mini Deep Research (2025-06-26)",
	4368	+ "family": "o-series",
	4369	+ "contextTokens": 200000,
	4370	+ "maxOutputTokens": 100000,
	4371	+ "capabilities": {
	4372	+ "text": true,
	4373	+ "vision": true,
	4374	+ "audioInput": false,
	4375	+ "audioOutput": false,
	4376	+ "imageGeneration": false,
	4377	+ "video": false,
	4378	+ "reasoning": true,
	4379	+ "tools": true,
	4380	+ "structuredOutput": true,
	4381	+ "streaming": true,
	4382	+ "files": true,
	4383	+ "webSearch": true
	4384	+ },
	4385	+ "parameters": {
	4386	+ "temperature": "unsupported",
	4387	+ "topP": "unsupported",
	4388	+ "topK": "unsupported",
	4389	+ "maxTokens": "supported",
	4390	+ "reasoningEffort": "supported",
	4391	+ "thinkingBudget": "unsupported",
	4392	+ "stop": "unsupported",
	4393	+ "seed": "unsupported",
	4394	+ "frequencyPenalty": "unsupported",
	4395	+ "presencePenalty": "unsupported",
	4396	+ "verbosity": "supported"
	4397	+ },
	4398	+ "pricing": {
	4399	+ "inputPerMillion": null,
	4400	+ "cachedInputPerMillion": null,
	4401	+ "outputPerMillion": null
	4402	+ },
	4403	+ "status": "deprecated",
	4404	+ "notes": "Dated snapshot of o4-mini-deep-research. shutdown_date (from GET /v1/models): 2026-07-23 (already passed). Listed by /v1/models but no longer serves requests (404 model_not_found) or past shutdown. shutdown_date 2026-07-23 (passed). Not probed; sibling o3-deep-research returns 404. Verified by probe: none. Param legend: supported \| unsupported \| conditional (sampling params only accepted when reasoning.effort='none'; stop/seed only via Chat Completions) \| null = unknown. files = PDF via input_file (docs: any vision model); verified only on gpt-5.4-mini. audioInput/audioOutput false: Responses API rejects input_audio ('Audio input is not available', verified); audio requires gpt-audio-/gpt-realtime- via Chat Completions/Realtime. imageGeneration = via the built-in image_generation tool (gpt-image-2), not native output. video false everywhere (Sora/Videos API deprecated, shutdown 2026-09-24).",
	4405	+ "reasoningEfforts": null,
	4406	+ "defaultReasoningEffort": null,
	4407	+ "apis": [
	4408	+ "responses"
	4409	+ ],
	4410	+ "knowledgeCutoff": null,
	4411	+ "shutdownDate": "2026-07-23",
	4412	+ "snapshotOf": "o4-mini-deep-research"
	4413	+ },
	4414	+ {
	4415	+ "id": "gpt-5.6",
	4416	+ "displayName": "GPT-5.6 (alias -> gpt-5.6-sol)",
	4417	+ "family": "gpt-5.6",
	4418	+ "contextTokens": 1050000,
	4419	+ "maxOutputTokens": 128000,
	4420	+ "capabilities": {
	4421	+ "text": true,
	4422	+ "vision": true,
	4423	+ "audioInput": false,
	4424	+ "audioOutput": false,
	4425	+ "imageGeneration": true,
	4426	+ "video": false,
	4427	+ "reasoning": true,
	4428	+ "tools": true,
	4429	+ "structuredOutput": true,
	4430	+ "streaming": true,
	4431	+ "files": true,
	4432	+ "webSearch": true
	4433	+ },
	4434	+ "parameters": {
	4435	+ "temperature": "conditional",
	4436	+ "topP": "conditional",
	4437	+ "topK": "unsupported",
	4438	+ "maxTokens": "supported",
	4439	+ "reasoningEffort": "supported",
	4440	+ "thinkingBudget": "unsupported",
	4441	+ "stop": "unsupported",
	4442	+ "seed": "unsupported",
	4443	+ "frequencyPenalty": "conditional",
	4444	+ "presencePenalty": "conditional",
	4445	+ "verbosity": "supported"
	4446	+ },
	4447	+ "pricing": {
	4448	+ "inputPerMillion": 4,
	4449	+ "cachedInputPerMillion": 0.4,
	4450	+ "outputPerMillion": 20
	4451	+ },
	4452	+ "status": "active",
	4453	+ "notes": "NOT returned by GET /v1/models for this key, but documented and verified: a request for 'gpt-5.6' returns response.model = 'gpt-5.6-sol'. Included so the registry can resolve it.",
	4454	+ "reasoningEfforts": [
	4455	+ "none",
	4456	+ "low",
	4457	+ "medium",
	4458	+ "high",
	4459	+ "xhigh",
	4460	+ "max"
	4461	+ ],
	4462	+ "defaultReasoningEffort": "medium",
	4463	+ "apis": [
	4464	+ "responses",
	4465	+ "chat",
	4466	+ "batch"
	4467	+ ],
	4468	+ "knowledgeCutoff": "2026-02-16",
	4469	+ "shutdownDate": null,
	4470	+ "snapshotOf": "gpt-5.6-sol"
	4471	+ }
	4472	+]

added docs/provider-research/xai.md +280 −0

		`@@ -0,0 +1,280 @@`
	1	+# xAI (Grok API) — provider research for PolyLLM
	2	+
	3	+Last documentation audit: 2026-09-08
	4	+Probes executed 2026-09-08 with a real key against `https://api.x.ai/v1` (scripts in `research/xai/`, raw outputs in `research/xai/out/`). Everything marked (probed) was observed live; everything marked (docs) comes from the pages listed at the end.
	5	+
	6	+> Heads-up: `docs.x.ai/docs/...` URLs given in the brief are all 404 now. The documentation moved to `https://docs.x.ai/developers/...` (see "Documentation pages used"). The API error for Live Search still points to the old `/docs/guides/tools/overview` URL, which is dead.
	7	+
	8	+---
	9	+
	10	+## 1. Base URL, auth, headers
	11	+
	12	+\| Item \| Value \|
	13	+\|---\|---\|
	14	+\| REST base URL \| `https://api.x.ai/v1` (also a gRPC API at `api.x.ai:443`, not relevant for a web app) \|
	15	+\| Auth \| `Authorization: Bearer <XAI_API_KEY>` \|
	16	+\| Content type \| `application/json` (malformed JSON → 422 text/plain Rust/serde message, e.g. `Failed to deserialize the JSON body into the target type: messages: invalid type: string "nope", expected a sequence at line 1 column 37`) (probed) \|
	17	+\| Useful request headers \| `x-grok-conv-id: <stable id>` — routes a conversation to the same server to maximise prompt-cache hits (docs); accepted (probed). Body field `prompt_cache_key` is the equivalent for Responses API. \|
	18	+\| Response headers (probed) \| `x-request-id`, `x-ratelimit-limit-requests`, `x-ratelimit-remaining-requests`, `x-ratelimit-limit-tokens`, `x-ratelimit-remaining-tokens` (present on inference calls; not on `/models`). Behind Cloudflare (`cf-ray`). Observed limits: grok-4.6 `7200` req / `50 000 000` tokens per window; grok-4.3 `1800` req / `10 000 000` tokens (window is per minute per the TPM docs; the RPS numbers below suggest the header window is 1 minute). \|
	19	+\| Key introspection \| `GET /v1/api-key` (redacted key, name, ACLs, team/user ids) and `GET /v1/me` (adds `zdr_status`, `team_blocked`) (probed, 200). Handy for a "validate key" button: cheap, no tokens. But an invalid key returns 400, not 401 (see §14). \|
	20	+
	21	+## 2. SDK recommendation (TypeScript / Node)
	22	+
	23	+- There is no official xAI JavaScript/TypeScript SDK. `xai-sdk` is Python-only (gRPC). npm `xai-sdk` / `@xai/sdk` do not exist (checked 2026-09-08).
	24	+- xAI's own docs give JS examples with `openai` (OpenAI SDK) pointed at `baseURL: "https://api.x.ai/v1"` and with Vercel AI SDK `@ai-sdk/xai` (latest 4.0.54; `xai(model)` = Responses API since AI SDK 7, `xai.chat(model)` = legacy chat completions; exposes `xai.tools.webSearch/xSearch/codeExecution/mcpServer/…`).
	25	+- Anthropic SDK compatibility (`/v1/messages`, `/v1/complete`) is "fully deprecated" (docs, Legacy section). Do not build on it.
	26	+- Recommendation for PolyLLM: use the OpenAI SDK `openai@7.10.0` (what we probed) with `baseURL: https://api.x.ai/v1`, `maxRetries` handled by us, and a long `timeout` (docs recommend 3600 s for reasoning models; we used 120 s fine for small prompts). Both `client.chat.completions.create` and `client.responses.create` work unchanged. A raw `fetch` SSE parser also works (see §16) and is what we used to capture exact chunk shapes.
	27	+
	28	+## 3. Endpoints (inference + management)
	29	+
	30	+\| Endpoint \| Status \| Notes \|
	31	+\|---\|---\|---\|
	32	+\| `POST /v1/responses` \| preferred (docs: "The Responses API is the preferred way… New features come to the Responses API first") \| Stateful by default (`store: true`, 30-day retention), `previous_response_id`, server-side tools, encrypted reasoning, structured outputs via `text.format`. (probed) \|
	33	+\| `GET /v1/responses/{id}`, `GET /v1/responses/{id}/input_items`, `DELETE /v1/responses/{id}` \| active \| Delete returns `{"id","object":"response","deleted":true}` (probed) \|
	34	+\| `POST /v1/responses/compact` \| active \| Context compaction → opaque blob to feed back verbatim (docs) \|
	35	+\| `POST /v1/chat/completions` \| legacy but fully working \| OpenAI-compatible; `reasoning_content` returned; no deprecation date. Multi-agent model rejected here. (probed) \|
	36	+\| `GET /v1/chat/deferred-completion/{request_id}` \| active \| For `deferred: true` requests (202 while pending, 24 h retention, single read) (docs) \|
	37	+\| `POST /v1/completions`, `POST /v1/messages`, `POST /v1/complete` \| deprecated/legacy \| Not supported by reasoning models; Anthropic compat fully deprecated (docs) \|
	38	+\| `GET /v1/models`, `GET /v1/models/{id}` \| active \| Minimal (id, aliases). (probed) \|
	39	+\| `GET /v1/language-models`, `GET /v1/language-models/{id}` \| active \| Rich metadata + pricing (§12). Does NOT include `context_length` despite docs example. (probed) \|
	40	+\| `GET /v1/image-generation-models`, `GET /v1/video-generation-models` (+`/{id}`) \| active \| Image: `image_price`, `pricing[]`, `max_prompt_length`. (probed) \|
	41	+\| `POST /v1/tokenize-text` \| active \| `{text, model}` → `{token_ids:[{token_id,string_token,token_bytes}]}` (probed) — usable for client-side token counting (one network call). \|
	42	+\| `GET /v1/api-key`, `GET /v1/me` \| active \| See §1 \|
	43	+\| `POST /v1/images/generations`, `/v1/images/edits`, videos, voice (STT/TTS/speech-to-speech), `/v1/files`, collections, batches, embeddings (section exists, no text-embedding model listed) \| active \| Out of scope for the chat adapter except image generation (grok-imagine-*). \|
	44	+
	45	+## 4. Chat Completions request/response (probed shapes)
	46	+
	47	+Request body fields (docs API ref + probes): `model`, `messages`, `max_completion_tokens` (default 128 000; `max_tokens` is deprecated but still accepted (probed)), `temperature` 0–2, `top_p` 0–1, `n`, `seed`, `stop` (≤4; rejected by reasoning models), `frequency_penalty`/`presence_penalty` (rejected by every current model), `logit_bias`, `logprobs`/`top_logprobs` (0–8; "ignored by grok-4.20+", accepted (probed)), `reasoning_effort` (`none\|low\|medium\|high\|xhigh`, model-dependent), `response_format`, `tools` (≤128 docs API ref; ≤200 docs function-calling page), `tool_choice`, `parallel_tool_calls`, `stream`, `stream_options.include_usage`, `prompt_cache_key`, `service_tier` (`default\|priority`), `user`, `deferred`, `web_search_options` (OpenAI compat), `search_parameters` (dead → 410).
	48	+
	49	+Roles: `system`, `user`, `assistant`, `tool`. `developer` role is accepted (probed, all 6 models). Unknown top-level params (`foo_bar`) are silently ignored (probed); `top_k` is accepted on chat completions although only documented for Responses (probed).
	50	+
	51	+Non-streaming response (probed):
	52	+
	53	+```json
	54	+{
	55	+ "id": "…", "object": "chat.completion", "created": 1788842609, "model": "grok-4.6",
	56	+ "choices": [{ "index": 0, "finish_reason": "stop",
	57	+ "message": { "role": "assistant", "content": "2 + 2 equals 4.",
	58	+ "reasoning_content": "The user asked: …", "refusal": null } }],
	59	+ "usage": {
	60	+ "prompt_tokens": 652, "completion_tokens": 8, "total_tokens": 770,
	61	+ "prompt_tokens_details": { "text_tokens": 652, "audio_tokens": 0, "image_tokens": 0, "cached_tokens": 512 },
	62	+ "completion_tokens_details": { "reasoning_tokens": 110, "audio_tokens": 0,
	63	+ "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 },
	64	+ "num_sources_used": 0, "cost_in_usd_ticks": 12440000 },
	65	+ "system_fingerprint": "fp_e41c6060b2628547", "service_tier": "default"
	66	+}
	67	+```
	68	+
	69	+- `total_tokens` = prompt + completion + reasoning (reasoning tokens are not inside `completion_tokens`; 652+8+110=770).
	70	+- `cost_in_usd_ticks`: 10 000 000 000 ticks = $1 (docs) → 12 440 000 ticks = $0.001244. Responses API also returns `cost_in_usd_ticks` (and docs mention `cost_in_nano_usd`). Use this for exact per-request cost display.
	71	+- `finish_reason`: `stop`, `length` (probed: `max_completion_tokens: 10` → `"length"` on both reasoning and non-reasoning models; on reasoning models the cap applies to visible tokens, reasoning still ran ~680 tokens), `tool_calls` (probed). Docs also list `end_turn` (streaming).
	72	+- Hidden system prompt: even a one-line prompt costs ~190–200 prompt tokens on grok-4.3/4.20/build, ~500 on grok-4.5 and ~650 on grok-4.6 (probed) — budget for it.
	73	+
	74	+## 5. Streaming protocol (chat completions) (probed)
	75	+
	76	+SSE, `Content-Type: text/event-stream`, no `event:` field, `data: {json}` lines, terminated by `data: [DONE]`.
	77	+
	78	+Chunk sequence for a reasoning model (grok-4.6):
	79	+
	80	+```json
	81	+data: {"id":"1039…","object":"chat.completion.chunk","created":1788842609,"model":"grok-4.6",
	82	+ "choices":[{"index":0,"delta":{"reasoning_content":"The","role":"assistant"}}],
	83	+ "system_fingerprint":"fp_e41c6060b2628547","service_tier":"default"}
	84	+data: {"…","choices":[{"index":0,"delta":{"reasoning_content":" user"}}],…}
	85	+…
	86	+data: {"…","choices":[{"index":0,"delta":{"content":"Bonjour"}}],…}
	87	+data: {"…","choices":[{"index":0,"delta":{},"finish_reason":"stop"}],…}
	88	+data: {"…","choices":[],"usage":{"prompt_tokens":646,"completion_tokens":3,"total_tokens":1189,
	89	+ "prompt_tokens_details":{…,"cached_tokens":512},
	90	+ "completion_tokens_details":{"reasoning_tokens":540,…},"num_sources_used":0,"cost_in_usd_ticks":37820000},…}
	91	+data: [DONE]
	92	+```
	93	+
	94	+- Delta keys observed: `role`, `reasoning_content`, `content`, `tool_calls`. Non-reasoning model (grok-4.20-non-reasoning): only `role`/`content`.
	95	+- Reasoning is streamed as `delta.reasoning_content` (plain text) for grok-4.6, 4.5, 4.3, 4.20-reasoning, grok-build → PolyLLM can render a live "thinking" pane on chat completions without any extra flag.
	96	+- Usage arrives in a final extra chunk with `choices: []` only when `stream_options: {include_usage: true}`; the `finish_reason` chunk is separate. No `x-ratelimit` differences for streams.
	97	+- Chunks carry no per-chunk `usage` (docs' example showing usage on every chunk is outdated).
	98	+
	99	+## 6. Tool / function calling (probed on all 6 models)
	100	+
	101	+- Chat completions: OpenAI nested format `{type:"function", function:{name, description, parameters}}`; `tool_choice`: `auto\|required\|none\|{type:"function",function:{name}}`; `parallel_tool_calls` (default true). Parameter root must be an object (or anyOf/oneOf of objects).
	102	+- Round trip works with `assistant.tool_calls` + `{role:"tool", tool_call_id, content}` on every model.
	103	+- Streaming: the whole tool call arrives in ONE chunk (docs + probed), with full `arguments`:
	104	+
	105	+```json
	106	+{"delta":{"tool_calls":[{"id":"call-cbf4aac4-…-0","function":{"name":"get_weather","arguments":"{\"city\":\"Montreal\"}"},"index":0,"type":"function"}]}}
	107	+```
	108	+ then `finish_reason: "tool_calls"`. The non-reasoning model also includes `"role":"assistant"` in that delta. Standard OpenAI accumulation code works, but you can also treat each tool_calls delta as complete. Tool-call ids look like `call-<uuid>-<n>`.
	109	+- Responses API: flat tool `{type:"function", name, description, parameters}`; events `response.output_item.added` (item `type:"function_call"`, `call_id`, `name`, `arguments:""`), one `response.function_call_arguments.delta` with the full JSON, `response.function_call_arguments.done`, `response.output_item.done`. Return results as `{type:"function_call_output", call_id, output}` items (probed).
	110	+- Tool arguments are implicitly `strict` (docs: "Tool calling… implicit strict: true").
	111	+
	112	+## 7. Structured output (probed on all 6 models)
	113	+
	114	+- Chat completions: `response_format: {type:"json_schema", json_schema:{name, schema, strict:true}}` → valid JSON on all 6 models; `{type:"json_object"}` also works on all 6 (docs say it is accepted).
	115	+- Responses API: `text: {format: {type:"json_schema", name, schema, strict:true}}` (probed OK).
	116	+- OpenAI SDK helpers work: `client.chat.completions.parse(... response_format: zodResponseFormat(...))` (docs).
	117	+- JSON Schema support (docs): string/number/integer/boolean/null/enum/const/array/object/anyOf/oneOf/allOf(single)/$ref+$defs (non-circular); enforced formats date, time, date-time, email, uuid, ipv4, ipv6, uri; minLength/maxLength ≤2048, minItems/maxItems ≤256, min/maxProperties ≤64; `additionalProperties` defaults to false; rejected: empty enum/anyOf, boolean-valued properties, min/maxContains, tuple `items`. Regex: no backrefs/lookaround/\b/Unicode properties; `.` matches newline; `^`/`$` implicit. "Structured Outputs are available on Grok 4 family models."
	118	+
	119	+## 8. Reasoning controls (probed matrix)
	120	+
	121	+\| Model \| Reasoning \| `reasoning_effort` accepted \| `reasoning_content` returned \|
	122	+\|---\|---\|---\|---\|
	123	+\| grok-4.6 \| always on \| `low`, `medium`, `high` (default), `xhigh`; `minimal` accepted (undocumented, likely mapped); `none` → 400 `This model does not support \`reasoning_effort\` value \`none\`.` \| yes (chat completions, plain text; Responses: `reasoning.summary[]` + optional `encrypted_content`) \|
	124	+\| grok-4.5 \| always on \| `low`, `medium`, `high` (default); `xhigh`/`minimal` accepted (docs: xhigh treated as high); `none` → 400 same message \| yes \|
	125	+\| grok-4.3 \| configurable \| `none` accepted → reasoning_tokens 0, `low`, `medium`, `high`; `xhigh`/`minimal` accepted (mapped) \| yes (empty when `none`) \|
	126	+\| grok-4.20-0309-reasoning \| always on, fixed \| any value → 400 `Model grok-4.20-0309-reasoning does not support parameter reasoningEffort.` \| yes \|
	127	+\| grok-4.20-0309-non-reasoning \| none \| any value → 400 same pattern \| no (`reasoning_tokens: 0`) \|
	128	+\| grok-build-0.1 \| always on, fixed \| any value → 400 same pattern \| yes \|
	129	+\| grok-4.20-multi-agent-0309 \| always on \| `low\|medium` = 4 agents, `high\|xhigh` = 16 agents (docs) \| Responses only; sub-agents hidden \|
	130	+
	131	+- Same behaviour via Responses API `reasoning: {effort}` (probed): 4.20-*/build reject `low`; 4.3 accepts `none` (`reasoning.summary` becomes `"none"`, no reasoning item).
	132	+- Responses API returns reasoning as an output item `{type:"reasoning", summary:[{type:"summary_text", text}], encrypted_content?}`; streamed as `response.reasoning_summary_part.added` / `response.reasoning_summary_text.delta` / `…done` / `response.reasoning_summary_part.done`. With `include: ["reasoning.encrypted_content"]` you get an opaque `encrypted_content` you can pass back in the `input` for stateless multi-turn with reasoning continuity (docs). `reasoning.summary` (`auto\|concise\|detailed`) is "compatibility only"; the API echoed `"summary":"detailed"` when we sent `auto`.
	133	+- No thinking-budget parameter exists. Reasoning tokens are billed at the output price.
	134	+
	135	+## 9. Sampling & other parameters — support matrix (probed, chat completions)
	136	+
	137	+\| Param \| 4.6 \| 4.5 \| 4.3 \| 4.20-reasoning \| 4.20-non-reasoning \| build-0.1 \|
	138	+\|---\|---\|---\|---\|---\|---\|---\|
	139	+\| `temperature` (0–2) \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	140	+\| `top_p` \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	141	+\| `top_k` (undocumented on chat) \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	142	+\| `seed` (+ `system_fingerprint`) \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	143	+\| `max_completion_tokens` \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	144	+\| `max_tokens` (deprecated) \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	145	+\| `n: 2` \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	146	+\| `logprobs`/`top_logprobs` \| ✓ (accepted; docs: ignored on 4.20+) \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	147	+\| `response_format` json_object / json_schema \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	148	+\| `stop` \| 400 \| 400 \| 400 \| 400 \| ✓ \| 400 \|
	149	+\| `frequency_penalty` \| 400 \| 400 \| 400 \| 400 \| 400 \| 400 \|
	150	+\| `presence_penalty` \| 400 \| 400 \| 400 \| 400 \| 400 \| 400 \|
	151	+\| `reasoning_effort` \| see §8 \| \| \| 400 \| 400 \| 400 \|
	152	+\| `developer` role \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \| ✓ \|
	153	+
	154	+Exact rejection text: `{"code":"invalid-argument","error":"Model grok-4.6 does not support parameter presencePenalty."}` (camelCase param names: `presencePenalty`, `frequencyPenalty`, `stop`, `reasoningEffort`). Adapter rule: never send `frequency_penalty`/`presence_penalty` to xAI; send `stop` only to grok-4.20-0309-non-reasoning; send `reasoning_effort` only to 4.6/4.5/4.3 (and multi-agent). On `/v1/responses`, `presence_penalty` was silently accepted and echoed as `0` (probed) — the Responses endpoint is more lenient; Responses defaults echoed: `temperature 0.7`, `top_p 0.95`, `truncation "disabled"`.
	155	+
	156	+## 10. Modalities, context, output limits
	157	+
	158	+- Input: text + image on all 7 language models (`input_modalities: ["text","image"]` from `/v1/language-models`; vision probed OK on all 6 chat models). No audio input on text models (separate voice models/endpoints). Output: text only. Image generation = separate models `grok-imagine-image`, `-2.0`, `-quality` via `/v1/images/generations` (also an `image_generation` server-side tool on Responses); video = `grok-imagine-video`, `-1.5`.
	159	+- Images: JPG/PNG, ≤20 MiB, data URL `data:image/png;base64,…` or public URL, `detail: "high"` accepted, unlimited count (docs). Hard minimums (probed, undocumented): width and height ≥ 8 px and total ≥ 512 pixels — errors `{"code":"invalid_image","error":"Image dimensions 2x2 are too small. Both width and height must be at least 8 pixels."}` / `"Image has 64 total pixels (8x8), which is below the minimum of 512 pixels."` / `"Invalid PNG image."`. A 32×32 PNG cost 1–3 `image_tokens`. Image tokens billed at the text input price (`prompt_image_token_price` == `prompt_text_token_price`).
	160	+- Chat completions image format: `{type:"image_url", image_url:{url, detail}}`; Responses: `{type:"input_image", image_url:"<url or data url>", detail}` (string, not object) + `{type:"input_text", text}`.
	161	+- Context windows (docs, not in API): grok-4.6 500k, grok-4.5 500k, grok-4.3 / 4.20-* / multi-agent 1M, grok-build-0.1 256k. `long_context_threshold` = 200 000 tokens for every model: when the prompt exceeds it, input/cached/output are all billed at 2×.
	162	+- Max output: docs — grok-4.6 "no text output limit"; API default `max_completion_tokens` / `max_output_tokens` = 128 000. `max_output_tokens` on Responses includes reasoning tokens; `max_completion_tokens` on chat completions covers visible tokens only (docs + probed).
	163	+- Files: `POST /v1/files` (48 MB, text/PDF/code), `input_file` with `file_id`/`file_url` on Responses, auto `attachment_search` tool ($10/1k calls), agentic models only (4.20, 4.5, 4.6). Collections (RAG) $2.50/1k searches.
	164	+
	165	+## 11. Server-side (agentic) tools, search, citations (probed on grok-4.3 via /v1/responses)
	166	+
	167	+- Live Search (`search_parameters`) is dead: chat completions → 410 `{"error":"Live search is deprecated. Please switch to the Agent Tools API: https://docs.x.ai/docs/guides/tools/overview"}`; `tools:[{type:"live_search",sources:[…]}]` → 410 too; `tools:[{type:"web_search"}]` on chat completions → 422 `tools[0].type: unknown variant \`web_search\`, expected \`function\` or \`live_search\``. Server-side tools are Responses-API-only.
	168	+- Responses tools: `{type:"web_search", allowed_domains?(≤5), excluded_domains?(≤5), enable_image_understanding?, enable_image_search?}`, `{type:"x_search", allowed_x_handles?/excluded_x_handles? (≤20), from_date?, to_date?, enable_image_understanding?, enable_video_understanding?}`, `{type:"code_interpreter"}` (sandboxed Python), `{type:"mcp", server_url, server_label, server_description?, allowed_tools?, authorization?, headers?}` (Streamable HTTP/SSE), `{type:"file_search"}` / `collections_search`, `{type:"image_generation"}`. `max_turns` caps agentic loops. Tool-call output is not returned by default; docs' `include` values (`web_search_call_output`, …) are rejected (`400 Argument not supported: "web_search_call_output" in "include" field`) — what is accepted: `include: ["web_search_call.action.sources"]` and `["no_inline_citations"]` (probed).
	169	+- Streaming event names observed with web_search: `response.created`, `response.in_progress`, `response.output_item.added`, `response.reasoning_summary_part.added`, `response.reasoning_summary_text.delta`, `response.reasoning_summary_text.done`, `response.reasoning_summary_part.done`, `response.output_item.done`, `response.web_search_call.in_progress`, `response.web_search_call.searching`, `response.web_search_call.completed`, `response.content_part.added`, `response.output_text.delta`, `response.output_text.annotation.added`, `response.output_text.done`, `response.content_part.done`, `response.completed`. Each event has `sequence_number`, `item_id`, `output_index`.
	170	+- Citations: (1) inline Markdown `[[N]](url)` in the text (default on; disable with `include:["no_inline_citations"]`), (2) `annotations: [{type:"url_citation", url, start_index, end_index, title:"1"}]` on the `output_text` part, (3) `output[]` items `{type:"web_search_call", status, action:{type:"search", query, sources:[{type:"url", url}]}}` (one per search, 3 searches for our question). A top-level `response.citations` field was not present in the REST response (the docs' `response.citations` is the Python SDK). Usage adds `num_server_side_tools_used`, `server_side_tool_usage_details:{web_search_calls, x_search_calls, code_interpreter_calls, file_search_calls, mcp_calls, document_search_calls, image_generation_calls}` and `context_details`. Our single question consumed 20 919 input tokens (11 072 cached) + 856 output → ≈ $0.032 + 3 × $0.005 tool calls. Budget accordingly.
	171	+- Tool pricing (docs): web/X search $5 per 1 000 calls, code execution $5/1k, file attachments $10/1k, collections $2.50/1k; image/video understanding token-based.
	172	+- No computer-use tool. Image generation available as a tool and as `/v1/images/generations`.
	173	+
	174	+## 12. Model listing & pricing units (probed)
	175	+
	176	+`GET /v1/language-models` fields: `id, fingerprint, created, object, owned_by, version, input_modalities, output_modalities, prompt_text_token_price, cached_prompt_text_token_price, prompt_image_token_price, completion_text_token_price, search_price, prompt_text_token_price_long_context, cached_prompt_text_token_price_long_context, completion_text_token_price_long_context, long_context_threshold, aliases`. No `context_length`, no max output.
	177	+
	178	+Unit (verified against the pricing page): USD cents per 100 000 000 tokens → `$ per 1M tokens = value / 10 000`. grok-4.6 `prompt_text_token_price: 20000` → $2.00/M ✓; `cached 5000` → $0.50 ✓; `completion 60000` → $6.00 ✓; grok-4.3 `12500` → $1.25 ✓. Image models: `image_price` in 1/100 000 000 cent → `grok-imagine-image 200000000` = $0.02 ✓.
	179	+
	180	+\| Model \| ctx (docs) \| in / cached / out ($/M, <200k) \| ≥200k tokens \| aliases \|
	181	+\|---\|---\|---\|---\|---\|
	182	+\| grok-4.6 \| 500k \| 2.00 / 0.50 / 6.00 \| 4.00 / 1.00 / 12.00 \| — \|
	183	+\| grok-4.5 \| 500k \| 2.00 / 0.30 / 6.00 \| 4.00 / 0.60 / 12.00 \| grok-4.5-latest, grok-build-latest \|
	184	+\| grok-4.3 \| 1M \| 1.25 / 0.20 / 2.50 \| 2.50 / 0.40 / 5.00 \| grok-4.3-latest \|
	185	+\| grok-4.20-0309-reasoning \| 1M \| 1.25 / 0.20 / 2.50 \| 2.50 / 0.40 / 5.00 \| grok-4.20, grok-4.20-reasoning, … (15) \|
	186	+\| grok-4.20-0309-non-reasoning \| 1M \| 1.25 / 0.20 / 2.50 \| 2.50 / 0.40 / 5.00 \| grok-4.20-non-reasoning, … (8) \|
	187	+\| grok-4.20-multi-agent-0309 \| 1M \| 1.25 / 0.20 / 2.50 (all agents billed) \| 2.50 / 0.40 / 5.00 \| grok-4.20-multi-agent, … (6) \|
	188	+\| grok-build-0.1 \| 256k \| 1.00 / 0.20 / 2.00 \| 2.00 / 0.40 / 4.00 \| grok-code-fast-1, grok-code-fast, grok-code-fast-1-0825 \|
	189	+
	190	+Image gen: grok-imagine-image $0.02, -2.0 $0.04 (pricing[] by quality/resolution 0.04–0.08), -quality $0.05 (retiring 2026-11-02 → redirected to -2.0 low). Video $0.05/s, -1.5 $0.08/s. Batch API −20 % on grok-4.3 and grok-4.20 variants only. `service_tier: "priority"` = 2× tokens. Knowledge cutoff grok-4.6: 2026-02-01.
	191	+
	192	+## 13. Prompt caching & provider-side state
	193	+
	194	+- Automatic on all grok language models, prefix-based on the messages array; no minimum documented; no fixed TTL ("can be evicted at any time"). Reported as `usage.prompt_tokens_details.cached_tokens` (chat) / `usage.input_tokens_details.cached_tokens` (Responses). (probed: 128–512 cached tokens on the very first request — the hidden system prompt is cached.) Cached price = 10–25 % of input price (see table). Maximise hits with `x-grok-conv-id` header (chat) or `prompt_cache_key` (Responses) = stable session id; never edit earlier messages.
	195	+- Server-side state: Responses API stores everything for 30 days by default (`store: true` echoed (probed)), `previous_response_id` continuation works (probed: recalled "pamplemousse"), `instructions` incompatible with `previous_response_id` (docs). For a BYOK privacy-conscious app send `store: false` and manage history client-side (docs image page even recommends not storing). `zdr_status` on `/v1/me` tells whether the team has zero-data-retention.
	196	+
	197	+## 14. Errors, rate limits, retries
	198	+
	199	+Error body: `{"code": "<string>", "error": "<message>"}` (not OpenAI's `{error:{message,type,code}}` — the OpenAI SDK will surface `e.error` = that object, `e.message` derived).
	200	+
	201	+\| Case (probed) \| HTTP \| body \|
	202	+\|---\|---\|---\|
	203	+\| Invalid key \| 400 \| `{"code":"invalid-argument","error":"Incorrect API key provided. You can obtain an API key from https://console.x.ai."}` \|
	204	+\| No Authorization header \| 401 \| `{"code":"unauthenticated:no-credentials","error":"No credentials presented."}` \|
	205	+\| Unknown model \| 400 \| `{"code":"invalid-argument","error":"Model not found: grok-99"}` \|
	206	+\| Unsupported param \| 400 \| `{"code":"invalid-argument","error":"Model X does not support parameter presencePenalty."}` \|
	207	+\| Malformed body \| 422 (text/plain) \| serde message \|
	208	+\| Bad image \| 400 \| `{"code":"invalid_image","error":"…"}` \|
	209	+\| Bad `include` \| 400 \| `{"code":"400","error":"Argument not supported: …"}` \|
	210	+\| Live search \| 410 \| `{"error":"Live search is deprecated. …"}` (no `code`) \|
	211	+\| Multi-agent on chat completions \| 400 (text/plain) \| `Multi Agent requests are not allowed on chat completions` \|
	212	+\| Rate limit \| 429 (docs) \| exponential backoff recommended \|
	213	+
	214	+Docs also list 403 (permissions/ACL), 404, 405, 415, 202 (deferred). Rate limits (docs, tiers by cumulative spend since 2026-01-01, never downgrade): T0 $0 → T4 $5 000; grok-4.6/4.5: 150 RPS / 50M TPM (T0) → 500 RPS / 100M TPM (T4); grok-4.3, 4.20-*, build: 37 RPS / 10M TPM → 208 RPS / 85M; multi-agent 9 RPS / 2.5M → 56 / 21M. TPM counts prompt + completion + reasoning + cached tokens. Headers in §1. Status page https://status.x.ai.
	215	+
	216	+Retry/timeout recommendation for the adapter: retry 429/5xx with jittered exponential backoff (respect `retry-after` if present — none observed), never retry 400/422; do not retry mid-stream; use a long read timeout (≥ 5 min; xAI suggests 3600 s) because `xhigh` reasoning can run minutes before the first `content` delta (but `reasoning_content` deltas arrive quickly, which is a good liveness signal). Map xAI 400 "Incorrect API key" to the app's invalid credentials state (do not rely on 401).
	217	+
	218	+## 15. Lifecycle / aliases
	219	+
	220	+- May 15 2026 retirement: `grok-3`, `grok-4-0709`, `grok-4-fast-`, `grok-4-1-fast-`, `grok-code-fast-1`, `grok-imagine-image-pro`. Slugs still resolve (probed: `grok-3` and `grok-4-fast-reasoning` answered with `model: "grok-4.3"` and were billed at 4.3 rates); reasoning slugs → grok-4.3 `low`, non-reasoning → grok-4.3 `none`, grok-code-fast-1 → grok-build-0.1. Do not list retired slugs in the UI; if a user types one, show the redirect.
	221	+- `-latest` aliases exist for 4.5, 4.3, 4.20-*; grok-4.6 has none yet. `grok-build-latest` → grok-4.5 (surprising). Use canonical ids from `/v1/language-models` and display aliases as secondary.
	222	+- grok-4.20-multi-agent is beta ("potential breaking changes"), Responses-only, no client tools.
	223	+- Docs pages under `/docs/` are gone; only `/developers/` is maintained.
	224	+
	225	+## 16. Exact streaming code that worked
	226	+
	227	+OpenAI SDK (`openai@7.10.0`) — chat completions with reasoning + usage:
	228	+
	229	+```ts
	230	+import OpenAI from "openai";
	231	+const client = new OpenAI({ apiKey: process.env.XAI_API_KEY, baseURL: "https://api.x.ai/v1", timeout: 3_600_000, maxRetries: 0 });
	232	+
	233	+const stream = await client.chat.completions.create({
	234	+ model: "grok-4.6",
	235	+ messages: [{ role: "user", content: "Say hello in French, 5 words max." }],
	236	+ stream: true,
	237	+ stream_options: { include_usage: true },
	238	+ max_completion_tokens: 200,
	239	+ reasoning_effort: "low", // only 4.6 / 4.5 / 4.3
	240	+}, { headers: { "x-grok-conv-id": sessionId } });
	241	+
	242	+for await (const chunk of stream) {
	243	+ const d = (chunk.choices[0]?.delta ?? {}) as any;
	244	+ if (d.reasoning_content) onThinking(d.reasoning_content);
	245	+ if (d.content) onText(d.content);
	246	+ if (d.tool_calls) onToolCalls(d.tool_calls); // arrives complete in one chunk
	247	+ if (chunk.choices[0]?.finish_reason) onFinish(chunk.choices[0].finish_reason);
	248	+ if (chunk.usage) onUsage(chunk.usage); // last chunk, choices: []
	249	+}
	250	+```
	251	+
	252	+Raw fetch SSE for `/v1/responses` (used in `research/xai/lib.ts` → `rawSSE`): POST JSON, read `res.body` with `TextDecoder`, split on `\n\n`, take `data:` lines, `JSON.parse`, stop at `[DONE]`; each event's `type` field is the event name (`response.output_text.delta` → `delta`, `response.completed` → `response.usage`, `response.function_call_arguments.done` → `arguments`, `response.output_text.annotation.added` → citation).
	253	+
	254	+## 17. Probe results table
	255	+
	256	+\| # \| Probe \| Model(s) \| Result \|
	257	+\|---\|---\|---\|---\|
	258	+\| 00 \| `GET /models`, `/language-models`, `/image-generation-models`, `/video-generation-models`, `/api-key`, `/me`, `POST /tokenize-text` \| — \| all 200; 7 language, 3 image, 2 video models; prices in cents/100M tokens; no context_length; tokenizer returns token ids + bytes \|
	259	+\| 01a \| tiny chat completion `max_completion_tokens: 200` \| 6 models \| all 200, `finish_reason: stop`; `reasoning_content` present on 5/6; reasoning 46–333 tokens for "2+2"; ~2.6 s for grok-4.6 \|
	260	+\| 01b \| streaming + `include_usage` \| 6 models \| SSE `data:` only; `delta.reasoning_content` then `delta.content`; final `choices: []` usage chunk with `cached_tokens`, `reasoning_tokens`, `cost_in_usd_ticks`; `[DONE]` \|
	261	+\| 02 \| param matrix (21 variants) \| 6 models \| see §9; penalties rejected everywhere; `stop` only on non-reasoning; `reasoning_effort` per §8; unknown params ignored \|
	262	+\| 03 \| function call round trip, streaming \| 6 models \| tool call in a single chunk with complete `arguments`; `finish_reason: tool_calls`; round 2 with `role: tool` OK on all \|
	263	+\| 04 \| `response_format: json_schema` strict \| 6 models \| valid JSON matching schema on all \|
	264	+\| 05 \| vision, base64 PNG data URL \| 6 models \| 2×2 → 400 (min 8 px sides); 8×8 → 400 (min 512 px total); 32×32 → 200 on all, `image_tokens` 1–3 \|
	265	+\| 06 \| invalid key / no auth / unknown model / bad body / retired slugs \| — \| 400 invalid-argument / 401 / 400 / 422 text / 200 served by grok-4.3 \|
	266	+\| 07 \| `/v1/responses`: basic + `reasoning.summary` + `encrypted_content`, streaming events, function call (flat tool) + `function_call_output`, `text.format` json_schema, `input_image`, multi-agent on chat \| grok-4.3 (+multi-agent) \| all 200; 13 event types; encrypted reasoning returned; multi-agent on chat completions → 400 \|
	267	+\| 08 \| web_search tool streaming; legacy `search_parameters`; `web_search` on chat; `include` variants \| grok-4.3 \| Responses OK (3 searches, `url_citation` annotations + inline `[[N]](url)`, 20.9k input tokens); chat: 410 / 422; `include` accepts `web_search_call.action.sources`, `no_inline_citations` only \|
	268	+\| 09 \| `finish_reason` on truncation; Responses `reasoning.effort` on 4.20/build/4.3; `x-grok-conv-id` + `prompt_cache_key` + `service_tier`; `store` default + `previous_response_id` + DELETE \| mixed \| `length`; 4.20/build reject effort, 4.3 `none` OK; header/params accepted, `service_tier: default`; store default `true`, follow-up recalled word, delete → `deleted: true` \|
	269	+\| 10 \| `tools:[{type:"live_search", sources:[{type:"web"}]}]` on chat \| grok-4.3 \| 410 Live search deprecated \|
	270	+
	271	+## Documentation pages used (all fetched 2026-09-08)
	272	+
	273	+- https://docs.x.ai/docs/overview (redirect hub) · https://docs.x.ai/developers/quickstart · https://docs.x.ai/developers/community · https://docs.x.ai/developers/release-notes
	274	+- https://docs.x.ai/developers/models · https://docs.x.ai/developers/grok-4-6 · https://docs.x.ai/developers/pricing · https://docs.x.ai/developers/rate-limits · https://docs.x.ai/developers/migration/may-15-retirement
	275	+- https://docs.x.ai/developers/rest-api-reference/inference/chat-completions · https://docs.x.ai/developers/rest-api-reference/inference/responses · https://docs.x.ai/developers/rest-api-reference/inference/models · https://docs.x.ai/developers/rest-api-reference/inference/legacy · https://docs.x.ai/developers/rest-api-reference/inference/other
	276	+- https://docs.x.ai/developers/model-capabilities/text/generate-text · …/text/streaming · …/text/reasoning · …/text/structured-outputs · …/text/multi-agent · …/text/comparison (Responses vs Chat Completions migration) · https://docs.x.ai/developers/model-capabilities/legacy/chat-completions · https://docs.x.ai/developers/model-capabilities/images/understanding
	277	+- https://docs.x.ai/developers/tools/overview · …/tools/function-calling · …/tools/web-search · …/tools/x-search · …/tools/code-execution · …/tools/remote-mcp · …/tools/citations · …/tools/streaming-and-sync · …/tools/tool-usage-details
	278	+- https://docs.x.ai/developers/advanced-api-usage/prompt-caching (+ /how-it-works, /usage-and-pricing, /best-practices) · …/batch-api · …/priority-processing · …/deferred-chat-completions · …/context-compaction · https://docs.x.ai/developers/files · https://docs.x.ai/developers/debugging
	279	+- https://docs.x.ai/sitemap.xml (to discover the new paths) · https://ai-sdk.dev/providers/ai-sdk-providers/xai (Vercel provider)
	280	+- 404 at audit time: `/docs/guides/responses`, `/docs/api-reference`, `/docs/guides/migration`, `/docs/key-information/rate-limits`, `/docs/guides/prompt-caching`, `/developers/rest-api-reference/inference/legacy-deprecated`, `/developers/rest-api-reference/inference/account`, `/developers/advanced-api-usage/rate-limits`, `/developers/advanced-api-usage/migration`, `/developers/advanced-api-usage/error-handling`, `/developers/model-capabilities/text/chat-completions`.

added docs/provider-research/xai.models.json +356 −0

		`@@ -0,0 +1,356 @@`
	1	+[
	2	+ {
	3	+ "id": "grok-4.6",
	4	+ "displayName": "Grok 4.6",
	5	+ "family": "grok-4.6",
	6	+ "contextTokens": 500000,
	7	+ "maxOutputTokens": 128000,
	8	+ "capabilities": {
	9	+ "text": true,
	10	+ "vision": true,
	11	+ "audioInput": false,
	12	+ "audioOutput": false,
	13	+ "imageGeneration": false,
	14	+ "video": false,
	15	+ "reasoning": true,
	16	+ "tools": true,
	17	+ "structuredOutput": true,
	18	+ "streaming": true,
	19	+ "files": true,
	20	+ "webSearch": true
	21	+ },
	22	+ "parameters": {
	23	+ "temperature": true,
	24	+ "topP": true,
	25	+ "topK": "accepted-on-chat-completions-undocumented",
	26	+ "maxTokens": true,
	27	+ "reasoningEffort": ["low", "medium", "high", "xhigh"],
	28	+ "thinkingBudget": false,
	29	+ "stop": false,
	30	+ "seed": true,
	31	+ "frequencyPenalty": false,
	32	+ "presencePenalty": false
	33	+ },
	34	+ "pricing": {
	35	+ "inputPerMillion": 2.0,
	36	+ "cachedInputPerMillion": 0.5,
	37	+ "outputPerMillion": 6.0,
	38	+ "longContextThresholdTokens": 200000,
	39	+ "longContextInputPerMillion": 4.0,
	40	+ "longContextCachedInputPerMillion": 1.0,
	41	+ "longContextOutputPerMillion": 12.0,
	42	+ "imageInputPerMillionTokens": 2.0
	43	+ },
	44	+ "status": "active",
	45	+ "aliases": [],
	46	+ "notes": "Flagship (Aug 2026). Always-reasoning; reasoning_effort default high, 'none' rejected ('This model does not support `reasoning_effort` value `none`'). reasoning_content returned in chat completions (plain text, also streamed as delta.reasoning_content). Knowledge cutoff 2026-02-01. Docs: 'no text output limit'; API default cap max_completion_tokens=128000. Large hidden system prompt (~640 prompt tokens on an empty request). Supports web_search/x_search/code_interpreter/mcp/file tools on /v1/responses. Rate-limit headers observed: 7200 req / 50M tokens per window."
	47	+ },
	48	+ {
	49	+ "id": "grok-4.5",
	50	+ "displayName": "Grok 4.5",
	51	+ "family": "grok-4.5",
	52	+ "contextTokens": 500000,
	53	+ "maxOutputTokens": 128000,
	54	+ "capabilities": {
	55	+ "text": true,
	56	+ "vision": true,
	57	+ "audioInput": false,
	58	+ "audioOutput": false,
	59	+ "imageGeneration": false,
	60	+ "video": false,
	61	+ "reasoning": true,
	62	+ "tools": true,
	63	+ "structuredOutput": true,
	64	+ "streaming": true,
	65	+ "files": true,
	66	+ "webSearch": true
	67	+ },
	68	+ "parameters": {
	69	+ "temperature": true,
	70	+ "topP": true,
	71	+ "topK": "accepted-on-chat-completions-undocumented",
	72	+ "maxTokens": true,
	73	+ "reasoningEffort": ["low", "medium", "high"],
	74	+ "thinkingBudget": false,
	75	+ "stop": false,
	76	+ "seed": true,
	77	+ "frequencyPenalty": false,
	78	+ "presencePenalty": false
	79	+ },
	80	+ "pricing": {
	81	+ "inputPerMillion": 2.0,
	82	+ "cachedInputPerMillion": 0.3,
	83	+ "outputPerMillion": 6.0,
	84	+ "longContextThresholdTokens": 200000,
	85	+ "longContextInputPerMillion": 4.0,
	86	+ "longContextCachedInputPerMillion": 0.6,
	87	+ "longContextOutputPerMillion": 12.0,
	88	+ "imageInputPerMillionTokens": 2.0
	89	+ },
	90	+ "status": "active",
	91	+ "aliases": ["grok-4.5-latest", "grok-build-latest"],
	92	+ "notes": "Coding/agentic model (Jul 2026). Always-reasoning; 'none' rejected; 'xhigh' accepted by the API but docs say it is treated as 'high' on models that do not support it. Very few reasoning tokens on trivial prompts (~13-50). reasoning_content returned. Note the alias 'grok-build-latest' points here, not to grok-build-0.1."
	93	+ },
	94	+ {
	95	+ "id": "grok-4.3",
	96	+ "displayName": "Grok 4.3",
	97	+ "family": "grok-4.3",
	98	+ "contextTokens": 1000000,
	99	+ "maxOutputTokens": 128000,
	100	+ "capabilities": {
	101	+ "text": true,
	102	+ "vision": true,
	103	+ "audioInput": false,
	104	+ "audioOutput": false,
	105	+ "imageGeneration": false,
	106	+ "video": false,
	107	+ "reasoning": true,
	108	+ "tools": true,
	109	+ "structuredOutput": true,
	110	+ "streaming": true,
	111	+ "files": true,
	112	+ "webSearch": true
	113	+ },
	114	+ "parameters": {
	115	+ "temperature": true,
	116	+ "topP": true,
	117	+ "topK": "accepted-on-chat-completions-undocumented",
	118	+ "maxTokens": true,
	119	+ "reasoningEffort": ["none", "low", "medium", "high"],
	120	+ "thinkingBudget": false,
	121	+ "stop": false,
	122	+ "seed": true,
	123	+ "frequencyPenalty": false,
	124	+ "presencePenalty": false
	125	+ },
	126	+ "pricing": {
	127	+ "inputPerMillion": 1.25,
	128	+ "cachedInputPerMillion": 0.2,
	129	+ "outputPerMillion": 2.5,
	130	+ "longContextThresholdTokens": 200000,
	131	+ "longContextInputPerMillion": 2.5,
	132	+ "longContextCachedInputPerMillion": 0.4,
	133	+ "longContextOutputPerMillion": 5.0,
	134	+ "imageInputPerMillionTokens": 1.25
	135	+ },
	136	+ "status": "active",
	137	+ "aliases": ["grok-4.3-latest"],
	138	+ "notes": "Best value general model; 1M context. The ONLY probed model that accepts reasoning_effort 'none' (reasoning_tokens=0 -> effectively a non-reasoning mode). 'xhigh' accepted (docs/AI SDK say not supported -> treated as high). Retired May-15-2026 slugs (grok-3, grok-4-0709, grok-4-fast-, grok-4-1-fast-) are transparently served by grok-4.3 (response.model = 'grok-4.3'). Retired non-reasoning slugs map to effort 'none', reasoning slugs to 'low'. reasoning_content returned. Batch API 20% discount."
	139	+ },
	140	+ {
	141	+ "id": "grok-4.20-0309-reasoning",
	142	+ "displayName": "Grok 4.20 Reasoning (0309)",
	143	+ "family": "grok-4.20",
	144	+ "contextTokens": 1000000,
	145	+ "maxOutputTokens": 128000,
	146	+ "capabilities": {
	147	+ "text": true,
	148	+ "vision": true,
	149	+ "audioInput": false,
	150	+ "audioOutput": false,
	151	+ "imageGeneration": false,
	152	+ "video": false,
	153	+ "reasoning": true,
	154	+ "tools": true,
	155	+ "structuredOutput": true,
	156	+ "streaming": true,
	157	+ "files": true,
	158	+ "webSearch": true
	159	+ },
	160	+ "parameters": {
	161	+ "temperature": true,
	162	+ "topP": true,
	163	+ "topK": "accepted-on-chat-completions-undocumented",
	164	+ "maxTokens": true,
	165	+ "reasoningEffort": false,
	166	+ "thinkingBudget": false,
	167	+ "stop": false,
	168	+ "seed": true,
	169	+ "frequencyPenalty": false,
	170	+ "presencePenalty": false
	171	+ },
	172	+ "pricing": {
	173	+ "inputPerMillion": 1.25,
	174	+ "cachedInputPerMillion": 0.2,
	175	+ "outputPerMillion": 2.5,
	176	+ "longContextThresholdTokens": 200000,
	177	+ "longContextInputPerMillion": 2.5,
	178	+ "longContextCachedInputPerMillion": 0.4,
	179	+ "longContextOutputPerMillion": 5.0,
	180	+ "imageInputPerMillionTokens": 1.25
	181	+ },
	182	+ "status": "active",
	183	+ "aliases": [
	184	+ "grok-4.20-reasoning-latest",
	185	+ "grok-4.20",
	186	+ "grok-4.20-reasoning",
	187	+ "grok-4.20-0309",
	188	+ "grok-4.20-beta-0309-reasoning",
	189	+ "grok-4.20-beta",
	190	+ "grok-4.20-beta-0309",
	191	+ "grok-4.20-beta-latest",
	192	+ "grok-4.20-beta-latest-reasoning",
	193	+ "grok-4.20-beta-reasoning",
	194	+ "grok-4.20-experimental-beta-0304-reasoning",
	195	+ "grok-4.20-experimental-beta-0304",
	196	+ "grok-4.20-experimental-beta-reasoning-latest",
	197	+ "grok-4.20-experimental-beta-latest",
	198	+ "grok-4.20-reasoning-gv2"
	199	+ ],
	200	+ "notes": "Always-reasoning, fixed depth: ANY reasoning_effort value (incl. 'none') is rejected with 400 'Model grok-4.20-0309-reasoning does not support parameter reasoningEffort.' (both chat completions and /v1/responses reasoning.effort). reasoning_content returned. Occasionally emits stray '\\\\confidence{NN}' tokens after the answer on trivial prompts (observed with top_k/logprobs). Batch API 20% discount."
	201	+ },
	202	+ {
	203	+ "id": "grok-4.20-0309-non-reasoning",
	204	+ "displayName": "Grok 4.20 Non-Reasoning (0309)",
	205	+ "family": "grok-4.20",
	206	+ "contextTokens": 1000000,
	207	+ "maxOutputTokens": 128000,
	208	+ "capabilities": {
	209	+ "text": true,
	210	+ "vision": true,
	211	+ "audioInput": false,
	212	+ "audioOutput": false,
	213	+ "imageGeneration": false,
	214	+ "video": false,
	215	+ "reasoning": false,
	216	+ "tools": true,
	217	+ "structuredOutput": true,
	218	+ "streaming": true,
	219	+ "files": true,
	220	+ "webSearch": true
	221	+ },
	222	+ "parameters": {
	223	+ "temperature": true,
	224	+ "topP": true,
	225	+ "topK": "accepted-on-chat-completions-undocumented",
	226	+ "maxTokens": true,
	227	+ "reasoningEffort": false,
	228	+ "thinkingBudget": false,
	229	+ "stop": true,
	230	+ "seed": true,
	231	+ "frequencyPenalty": false,
	232	+ "presencePenalty": false
	233	+ },
	234	+ "pricing": {
	235	+ "inputPerMillion": 1.25,
	236	+ "cachedInputPerMillion": 0.2,
	237	+ "outputPerMillion": 2.5,
	238	+ "longContextThresholdTokens": 200000,
	239	+ "longContextInputPerMillion": 2.5,
	240	+ "longContextCachedInputPerMillion": 0.4,
	241	+ "longContextOutputPerMillion": 5.0,
	242	+ "imageInputPerMillionTokens": 1.25
	243	+ },
	244	+ "status": "active",
	245	+ "aliases": [
	246	+ "grok-4.20-non-reasoning",
	247	+ "grok-4.20-non-reasoning-latest",
	248	+ "grok-4.20-beta-non-reasoning",
	249	+ "grok-4.20-beta-latest-non-reasoning",
	250	+ "grok-4.20-experimental-beta-0304-non-reasoning",
	251	+ "grok-4.20-experimental-beta-non-reasoning-latest",
	252	+ "grok-4.20-beta-0309-non-reasoning",
	253	+ "grok-4.20-non-reasoning-gv2"
	254	+ ],
	255	+ "notes": "The only true non-reasoning model in the lineup (fastest TTFT, reasoning_tokens always 0, no reasoning_content). The ONLY model that accepts `stop`. reasoning_effort rejected. frequency/presence_penalty still rejected (400). Good default for cheap/fast chat. Batch API 20% discount."
	256	+ },
	257	+ {
	258	+ "id": "grok-4.20-multi-agent-0309",
	259	+ "displayName": "Grok 4.20 Multi-Agent (0309, beta)",
	260	+ "family": "grok-4.20",
	261	+ "contextTokens": 1000000,
	262	+ "maxOutputTokens": null,
	263	+ "capabilities": {
	264	+ "text": true,
	265	+ "vision": true,
	266	+ "audioInput": false,
	267	+ "audioOutput": false,
	268	+ "imageGeneration": false,
	269	+ "video": false,
	270	+ "reasoning": true,
	271	+ "tools": "server-side-only",
	272	+ "structuredOutput": null,
	273	+ "streaming": true,
	274	+ "files": true,
	275	+ "webSearch": true
	276	+ },
	277	+ "parameters": {
	278	+ "temperature": null,
	279	+ "topP": null,
	280	+ "topK": null,
	281	+ "maxTokens": false,
	282	+ "reasoningEffort": ["low", "medium", "high", "xhigh"],
	283	+ "thinkingBudget": false,
	284	+ "stop": false,
	285	+ "seed": null,
	286	+ "frequencyPenalty": false,
	287	+ "presencePenalty": false
	288	+ },
	289	+ "pricing": {
	290	+ "inputPerMillion": 1.25,
	291	+ "cachedInputPerMillion": 0.2,
	292	+ "outputPerMillion": 2.5,
	293	+ "longContextThresholdTokens": 200000,
	294	+ "longContextInputPerMillion": 2.5,
	295	+ "longContextCachedInputPerMillion": 0.4,
	296	+ "longContextOutputPerMillion": 5.0,
	297	+ "imageInputPerMillionTokens": 1.25
	298	+ },
	299	+ "status": "beta",
	300	+ "aliases": [
	301	+ "grok-4.20-multi-agent",
	302	+ "grok-4.20-multi-agent-latest",
	303	+ "grok-4.20-multi-agent-beta-latest",
	304	+ "grok-4.20-multi-agent-experimental-beta-0304",
	305	+ "grok-4.20-multi-agent-experimental-beta-latest",
	306	+ "grok-4.20-multi-agent-beta-0309"
	307	+ ],
	308	+ "notes": "/v1/responses ONLY: chat completions returns 400 'Multi Agent requests are not allowed on chat completions' (probed). reasoning.effort selects agent count (low/medium = 4 agents, high/xhigh = 16), not depth. No client-side function tools, no max_tokens. All leader + sub-agent tokens billed -> expensive; lower rate limits (T0 9 RPS / 2.5M TPM). Not probed for generation (cost). Deliberately NOT recommended as a default chat model in PolyLLM."
	309	+ },
	310	+ {
	311	+ "id": "grok-build-0.1",
	312	+ "displayName": "Grok Build 0.1",
	313	+ "family": "grok-build",
	314	+ "contextTokens": 256000,
	315	+ "maxOutputTokens": 128000,
	316	+ "capabilities": {
	317	+ "text": true,
	318	+ "vision": true,
	319	+ "audioInput": false,
	320	+ "audioOutput": false,
	321	+ "imageGeneration": false,
	322	+ "video": false,
	323	+ "reasoning": true,
	324	+ "tools": true,
	325	+ "structuredOutput": true,
	326	+ "streaming": true,
	327	+ "files": null,
	328	+ "webSearch": null
	329	+ },
	330	+ "parameters": {
	331	+ "temperature": true,
	332	+ "topP": true,
	333	+ "topK": "accepted-on-chat-completions-undocumented",
	334	+ "maxTokens": true,
	335	+ "reasoningEffort": false,
	336	+ "thinkingBudget": false,
	337	+ "stop": false,
	338	+ "seed": true,
	339	+ "frequencyPenalty": false,
	340	+ "presencePenalty": false
	341	+ },
	342	+ "pricing": {
	343	+ "inputPerMillion": 1.0,
	344	+ "cachedInputPerMillion": 0.2,
	345	+ "outputPerMillion": 2.0,
	346	+ "longContextThresholdTokens": 200000,
	347	+ "longContextInputPerMillion": 2.0,
	348	+ "longContextCachedInputPerMillion": 0.4,
	349	+ "longContextOutputPerMillion": 4.0,
	350	+ "imageInputPerMillionTokens": 1.0
	351	+ },
	352	+ "status": "active",
	353	+ "aliases": ["grok-code-fast-1", "grok-code-fast", "grok-code-fast-1-0825"],
	354	+ "notes": "Cheapest text model; successor of grok-code-fast-1 (those slugs alias here). Always-reasoning with fixed depth: every reasoning_effort value rejected (400 'does not support parameter reasoningEffort'). Tends to spend many reasoning tokens even on trivial prompts (300-650). reasoning_content returned. Coding-oriented; image input accepted (image_tokens billed)."
	355	+ }
	356	+]

added docs/provider-test-matrix.md +34 −0

		`@@ -0,0 +1,34 @@`
	1	+# Provider test matrix
	2	+
	3	+Generated by `pnpm providers:matrix` against the REAL provider APIs on 2026-09-08. A cell is ✅ only when the live request succeeded and the assertion passed. “—” = not run (no key).
	4	+
	5	+Test models: openai: gpt-5.4-mini / reasoning gpt-5.4-mini; anthropic: claude-haiku-4-5 / reasoning claude-sonnet-5; gemini: gemini-3.5-flash-lite / reasoning gemini-3.5-flash-lite; xai: grok-4.20-0309-non-reasoning / reasoning grok-4.3.
	6	+
	7	+\| Capability \| OpenAI \| Anthropic \| Gemini \| xAI \|
	8	+\| --- \| :-: \| :-: \| :-: \| :-: \|
	9	+\| Auth \| ✅ \| ✅ \| ✅ \| ✅ \|
	10	+\| Model list \| ✅ \| ✅ \| ✅ \| ✅ \|
	11	+\| Text \| ✅ \| ✅ \| ✅ \| ✅ \|
	12	+\| Streaming \| ✅ \| ✅ \| ✅ \| ✅ \|
	13	+\| System \| ✅ \| ✅ \| ✅ \| ✅ \|
	14	+\| Vision \| ✅ \| ✅ \| ✅ \| ✅ \|
	15	+\| Tools \| ✅ \| ✅ \| ✅ \| ✅ \|
	16	+\| Structured output \| ✅ \| ✅ \| ✅ \| ✅ \|
	17	+\| Reasoning \| ✅ \| ✅ \| ✅ \| ✅ \|
	18	+\| Token usage \| ✅ \| ✅ \| ✅ \| ✅ \|
	19	+\| Invalid key \| ✅ \| ✅ \| ✅ \| ✅ \|
	20	+\| Error normalization \| ✅ \| ✅ \| ✅ \| ✅ \|
	21	+\| Long response \| ✅ \| ✅ \| ✅ \| ✅ \|
	22	+
	23	+## Notes
	24	+
	25	+- gemini: models: 18 (gemini-2.5-flash, gemini-2.5-pro, gemma-4-26b-a4b-it, gemma-4-31b-it, gemini-flash-latest…)
	26	+- gemini: text(gemini-3.5-flash-lite): "OK" deltas=1 usage={"inputTokens":6,"outputTokens":1,"totalTokens":7} finish=stop
	27	+- gemini: system: "Arr, hello there, me hearty!"
	28	+- gemini: vision: "Red"
	29	+- gemini: tools: [{"n":"calculator","a":{"expression":"1234 * 5678"}}] finish=tool-calls
	30	+- gemini: structured: { "city": "Ottawa", "country": "Canada" }
	31	+- gemini: reasoning(gemini-3.5-flash-lite): text="16" reasoningChars=2115 reasoningTokens=3907
	32	+- gemini: invalid key → INVALID_API_KEY (400)
	33	+- gemini: unknown model → MODEL_NOT_FOUND: { "error": { "code": 404, "message": "models/definitely-not-a-model-xyz is not f
	34	+- gemini: long: 471 words, 25 deltas

added drizzle.config.ts +10 −0

		`@@ -0,0 +1,10 @@`
	1	+import { defineConfig } from "drizzle-kit";
	2	+
	3	+export default defineConfig({
	4	+ dialect: "postgresql",
	5	+ schema: "./src/db/schema.ts",
	6	+ out: "./drizzle",
	7	+ dbCredentials: { url: process.env.DATABASE_URL ?? "postgres://localhost:5432/polyllm" },
	8	+ strict: true,
	9	+ verbose: false,
	10	+});

added drizzle/0000_foamy_loners.sql +370 −0

		`@@ -0,0 +1,370 @@`
	1	+CREATE TABLE "accounts" (
	2	+ "id" text PRIMARY KEY NOT NULL,
	3	+ "account_id" text NOT NULL,
	4	+ "provider_id" text NOT NULL,
	5	+ "user_id" text NOT NULL,
	6	+ "access_token" text,
	7	+ "refresh_token" text,
	8	+ "id_token" text,
	9	+ "access_token_expires_at" timestamp with time zone,
	10	+ "refresh_token_expires_at" timestamp with time zone,
	11	+ "scope" text,
	12	+ "password" text,
	13	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	14	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	15	+);
	16	+--> statement-breakpoint
	17	+CREATE TABLE "arena_responses" (
	18	+ "id" text PRIMARY KEY NOT NULL,
	19	+ "session_id" text NOT NULL,
	20	+ "model_key" text NOT NULL,
	21	+ "provider" text NOT NULL,
	22	+ "content" text DEFAULT '' NOT NULL,
	23	+ "reasoning" text,
	24	+ "status" text DEFAULT 'complete' NOT NULL,
	25	+ "error" jsonb,
	26	+ "usage" jsonb,
	27	+ "latency_ms" integer,
	28	+ "ttft_ms" integer,
	29	+ "cost_usd" double precision,
	30	+ "ratings" jsonb DEFAULT '{}'::jsonb NOT NULL,
	31	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL
	32	+);
	33	+--> statement-breakpoint
	34	+CREATE TABLE "arena_sessions" (
	35	+ "id" text PRIMARY KEY NOT NULL,
	36	+ "user_id" text NOT NULL,
	37	+ "prompt" text NOT NULL,
	38	+ "system_prompt" text,
	39	+ "model_keys" jsonb NOT NULL,
	40	+ "settings" jsonb DEFAULT '{}'::jsonb NOT NULL,
	41	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL
	42	+);
	43	+--> statement-breakpoint
	44	+CREATE TABLE "audit_events" (
	45	+ "id" text PRIMARY KEY NOT NULL,
	46	+ "user_id" text,
	47	+ "action" text NOT NULL,
	48	+ "ip_address" text,
	49	+ "user_agent" text,
	50	+ "meta" jsonb DEFAULT '{}'::jsonb NOT NULL,
	51	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL
	52	+);
	53	+--> statement-breakpoint
	54	+CREATE TABLE "conversation_tags" (
	55	+ "conversation_id" text NOT NULL,
	56	+ "tag_id" text NOT NULL,
	57	+ CONSTRAINT "conversation_tags_conversation_id_tag_id_pk" PRIMARY KEY("conversation_id","tag_id")
	58	+);
	59	+--> statement-breakpoint
	60	+CREATE TABLE "conversations" (
	61	+ "id" text PRIMARY KEY NOT NULL,
	62	+ "user_id" text NOT NULL,
	63	+ "title" text DEFAULT 'New chat' NOT NULL,
	64	+ "title_source" text DEFAULT 'auto' NOT NULL,
	65	+ "folder_id" text,
	66	+ "pinned" boolean DEFAULT false NOT NULL,
	67	+ "archived" boolean DEFAULT false NOT NULL,
	68	+ "model_key" text,
	69	+ "provider" text,
	70	+ "system_prompt" text,
	71	+ "settings" jsonb DEFAULT '{}'::jsonb NOT NULL,
	72	+ "parent_conversation_id" text,
	73	+ "branched_from_message_id" text,
	74	+ "message_count" integer DEFAULT 0 NOT NULL,
	75	+ "total_cost_usd" double precision DEFAULT 0 NOT NULL,
	76	+ "total_input_tokens" integer DEFAULT 0 NOT NULL,
	77	+ "total_output_tokens" integer DEFAULT 0 NOT NULL,
	78	+ "last_message_at" timestamp with time zone,
	79	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	80	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	81	+);
	82	+--> statement-breakpoint
	83	+CREATE TABLE "folders" (
	84	+ "id" text PRIMARY KEY NOT NULL,
	85	+ "user_id" text NOT NULL,
	86	+ "name" text NOT NULL,
	87	+ "color" text,
	88	+ "sort_order" integer DEFAULT 0 NOT NULL,
	89	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL
	90	+);
	91	+--> statement-breakpoint
	92	+CREATE TABLE "message_attachments" (
	93	+ "id" text PRIMARY KEY NOT NULL,
	94	+ "user_id" text NOT NULL,
	95	+ "message_id" text,
	96	+ "conversation_id" text,
	97	+ "kind" text NOT NULL,
	98	+ "name" text NOT NULL,
	99	+ "mime_type" text NOT NULL,
	100	+ "size_bytes" integer NOT NULL,
	101	+ "data_base64" text NOT NULL,
	102	+ "width" integer,
	103	+ "height" integer,
	104	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL
	105	+);
	106	+--> statement-breakpoint
	107	+CREATE TABLE "messages" (
	108	+ "id" text PRIMARY KEY NOT NULL,
	109	+ "conversation_id" text NOT NULL,
	110	+ "user_id" text NOT NULL,
	111	+ "role" text NOT NULL,
	112	+ "content" text DEFAULT '' NOT NULL,
	113	+ "parts" jsonb DEFAULT '[]'::jsonb NOT NULL,
	114	+ "model_key" text,
	115	+ "provider" text,
	116	+ "status" text DEFAULT 'complete' NOT NULL,
	117	+ "finish_reason" text,
	118	+ "error" jsonb,
	119	+ "usage" jsonb,
	120	+ "settings" jsonb,
	121	+ "latency_ms" integer,
	122	+ "ttft_ms" integer,
	123	+ "cost_usd" double precision,
	124	+ "parent_message_id" text,
	125	+ "version" integer DEFAULT 1 NOT NULL,
	126	+ "active" boolean DEFAULT true NOT NULL,
	127	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	128	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	129	+);
	130	+--> statement-breakpoint
	131	+CREATE TABLE "model_presets" (
	132	+ "id" text PRIMARY KEY NOT NULL,
	133	+ "user_id" text NOT NULL,
	134	+ "name" text NOT NULL,
	135	+ "description" text,
	136	+ "icon" text,
	137	+ "model_key" text NOT NULL,
	138	+ "system_prompt" text,
	139	+ "parameters" jsonb DEFAULT '{}'::jsonb NOT NULL,
	140	+ "tools" jsonb DEFAULT '{}'::jsonb NOT NULL,
	141	+ "file_settings" jsonb DEFAULT '{}'::jsonb NOT NULL,
	142	+ "sort_order" integer DEFAULT 0 NOT NULL,
	143	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	144	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	145	+);
	146	+--> statement-breakpoint
	147	+CREATE TABLE "model_sync_runs" (
	148	+ "id" text PRIMARY KEY NOT NULL,
	149	+ "provider" text NOT NULL,
	150	+ "triggered_by" text DEFAULT 'schedule' NOT NULL,
	151	+ "started_at" timestamp with time zone DEFAULT now() NOT NULL,
	152	+ "finished_at" timestamp with time zone,
	153	+ "ok" boolean,
	154	+ "models_found" integer,
	155	+ "models_added" integer,
	156	+ "models_removed" integer,
	157	+ "latency_ms" integer,
	158	+ "error_code" text,
	159	+ "error_message" text
	160	+);
	161	+--> statement-breakpoint
	162	+CREATE TABLE "models" (
	163	+ "key" text PRIMARY KEY NOT NULL,
	164	+ "provider" text NOT NULL,
	165	+ "model_id" text NOT NULL,
	166	+ "display_name" text NOT NULL,
	167	+ "family" text,
	168	+ "capabilities" jsonb NOT NULL,
	169	+ "limits" jsonb DEFAULT '{}'::jsonb NOT NULL,
	170	+ "parameters" jsonb DEFAULT '{}'::jsonb NOT NULL,
	171	+ "pricing" jsonb,
	172	+ "status" text DEFAULT 'unknown' NOT NULL,
	173	+ "source" text DEFAULT 'catalog' NOT NULL,
	174	+ "hidden" boolean DEFAULT false NOT NULL,
	175	+ "sort_weight" integer DEFAULT 0 NOT NULL,
	176	+ "metadata" jsonb DEFAULT '{}'::jsonb NOT NULL,
	177	+ "first_seen_at" timestamp with time zone DEFAULT now() NOT NULL,
	178	+ "last_seen_at" timestamp with time zone DEFAULT now() NOT NULL,
	179	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	180	+);
	181	+--> statement-breakpoint
	182	+CREATE TABLE "prompt_presets" (
	183	+ "id" text PRIMARY KEY NOT NULL,
	184	+ "user_id" text NOT NULL,
	185	+ "name" text NOT NULL,
	186	+ "description" text,
	187	+ "icon" text,
	188	+ "system_prompt" text NOT NULL,
	189	+ "default_model_key" text,
	190	+ "parameters" jsonb DEFAULT '{}'::jsonb NOT NULL,
	191	+ "tools" jsonb DEFAULT '{}'::jsonb NOT NULL,
	192	+ "sort_order" integer DEFAULT 0 NOT NULL,
	193	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	194	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	195	+);
	196	+--> statement-breakpoint
	197	+CREATE TABLE "provider_connections" (
	198	+ "id" text PRIMARY KEY NOT NULL,
	199	+ "user_id" text NOT NULL,
	200	+ "provider" text NOT NULL,
	201	+ "encrypted_key" text NOT NULL,
	202	+ "key_hint" text NOT NULL,
	203	+ "key_fingerprint" text NOT NULL,
	204	+ "status" text DEFAULT 'unverified' NOT NULL,
	205	+ "last_validated_at" timestamp with time zone,
	206	+ "last_validation_error" text,
	207	+ "last_success_at" timestamp with time zone,
	208	+ "last_error_at" timestamp with time zone,
	209	+ "last_error_code" text,
	210	+ "models_available" integer,
	211	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	212	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	213	+);
	214	+--> statement-breakpoint
	215	+CREATE TABLE "sessions" (
	216	+ "id" text PRIMARY KEY NOT NULL,
	217	+ "expires_at" timestamp with time zone NOT NULL,
	218	+ "token" text NOT NULL,
	219	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	220	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL,
	221	+ "ip_address" text,
	222	+ "user_agent" text,
	223	+ "user_id" text NOT NULL
	224	+);
	225	+--> statement-breakpoint
	226	+CREATE TABLE "shared_conversations" (
	227	+ "id" text PRIMARY KEY NOT NULL,
	228	+ "conversation_id" text NOT NULL,
	229	+ "user_id" text NOT NULL,
	230	+ "title" text NOT NULL,
	231	+ "snapshot" jsonb NOT NULL,
	232	+ "is_public" boolean DEFAULT true NOT NULL,
	233	+ "view_count" integer DEFAULT 0 NOT NULL,
	234	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	235	+ "revoked_at" timestamp with time zone
	236	+);
	237	+--> statement-breakpoint
	238	+CREATE TABLE "tags" (
	239	+ "id" text PRIMARY KEY NOT NULL,
	240	+ "user_id" text NOT NULL,
	241	+ "name" text NOT NULL,
	242	+ "color" text,
	243	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL
	244	+);
	245	+--> statement-breakpoint
	246	+CREATE TABLE "usage_records" (
	247	+ "id" text PRIMARY KEY NOT NULL,
	248	+ "user_id" text NOT NULL,
	249	+ "conversation_id" text,
	250	+ "message_id" text,
	251	+ "arena_session_id" text,
	252	+ "provider" text NOT NULL,
	253	+ "model_key" text NOT NULL,
	254	+ "kind" text DEFAULT 'chat' NOT NULL,
	255	+ "status" text DEFAULT 'ok' NOT NULL,
	256	+ "error_code" text,
	257	+ "input_tokens" integer DEFAULT 0 NOT NULL,
	258	+ "output_tokens" integer DEFAULT 0 NOT NULL,
	259	+ "cached_tokens" integer DEFAULT 0 NOT NULL,
	260	+ "reasoning_tokens" integer DEFAULT 0 NOT NULL,
	261	+ "cost_usd" double precision,
	262	+ "latency_ms" integer,
	263	+ "ttft_ms" integer,
	264	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL
	265	+);
	266	+--> statement-breakpoint
	267	+CREATE TABLE "user_model_favorites" (
	268	+ "user_id" text NOT NULL,
	269	+ "model_key" text NOT NULL,
	270	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	271	+ CONSTRAINT "user_model_favorites_user_id_model_key_pk" PRIMARY KEY("user_id","model_key")
	272	+);
	273	+--> statement-breakpoint
	274	+CREATE TABLE "user_model_recents" (
	275	+ "user_id" text NOT NULL,
	276	+ "model_key" text NOT NULL,
	277	+ "used_at" timestamp with time zone DEFAULT now() NOT NULL,
	278	+ "uses" integer DEFAULT 1 NOT NULL,
	279	+ CONSTRAINT "user_model_recents_user_id_model_key_pk" PRIMARY KEY("user_id","model_key")
	280	+);
	281	+--> statement-breakpoint
	282	+CREATE TABLE "user_preferences" (
	283	+ "user_id" text PRIMARY KEY NOT NULL,
	284	+ "theme" text DEFAULT 'system' NOT NULL,
	285	+ "language" text DEFAULT 'en' NOT NULL,
	286	+ "default_model_key" text,
	287	+ "default_system_prompt" text,
	288	+ "enter_to_send" boolean DEFAULT true NOT NULL,
	289	+ "streaming" boolean DEFAULT true NOT NULL,
	290	+ "code_wrap" boolean DEFAULT false NOT NULL,
	291	+ "show_reasoning" boolean DEFAULT true NOT NULL,
	292	+ "show_costs" boolean DEFAULT true NOT NULL,
	293	+ "auto_title" boolean DEFAULT true NOT NULL,
	294	+ "extra" jsonb DEFAULT '{}'::jsonb NOT NULL,
	295	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	296	+);
	297	+--> statement-breakpoint
	298	+CREATE TABLE "users" (
	299	+ "id" text PRIMARY KEY NOT NULL,
	300	+ "name" text DEFAULT '' NOT NULL,
	301	+ "email" text NOT NULL,
	302	+ "email_verified" boolean DEFAULT false NOT NULL,
	303	+ "image" text,
	304	+ "role" text DEFAULT 'user' NOT NULL,
	305	+ "onboarding_completed_at" timestamp with time zone,
	306	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	307	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	308	+);
	309	+--> statement-breakpoint
	310	+CREATE TABLE "verifications" (
	311	+ "id" text PRIMARY KEY NOT NULL,
	312	+ "identifier" text NOT NULL,
	313	+ "value" text NOT NULL,
	314	+ "expires_at" timestamp with time zone NOT NULL,
	315	+ "created_at" timestamp with time zone DEFAULT now() NOT NULL,
	316	+ "updated_at" timestamp with time zone DEFAULT now() NOT NULL
	317	+);
	318	+--> statement-breakpoint
	319	+ALTER TABLE "accounts" ADD CONSTRAINT "accounts_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	320	+ALTER TABLE "arena_responses" ADD CONSTRAINT "arena_responses_session_id_arena_sessions_id_fk" FOREIGN KEY ("session_id") REFERENCES "public"."arena_sessions"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	321	+ALTER TABLE "arena_sessions" ADD CONSTRAINT "arena_sessions_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	322	+ALTER TABLE "audit_events" ADD CONSTRAINT "audit_events_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE set null ON UPDATE no action;--> statement-breakpoint
	323	+ALTER TABLE "conversation_tags" ADD CONSTRAINT "conversation_tags_conversation_id_conversations_id_fk" FOREIGN KEY ("conversation_id") REFERENCES "public"."conversations"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	324	+ALTER TABLE "conversation_tags" ADD CONSTRAINT "conversation_tags_tag_id_tags_id_fk" FOREIGN KEY ("tag_id") REFERENCES "public"."tags"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	325	+ALTER TABLE "conversations" ADD CONSTRAINT "conversations_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	326	+ALTER TABLE "conversations" ADD CONSTRAINT "conversations_folder_id_folders_id_fk" FOREIGN KEY ("folder_id") REFERENCES "public"."folders"("id") ON DELETE set null ON UPDATE no action;--> statement-breakpoint
	327	+ALTER TABLE "folders" ADD CONSTRAINT "folders_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	328	+ALTER TABLE "message_attachments" ADD CONSTRAINT "message_attachments_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	329	+ALTER TABLE "message_attachments" ADD CONSTRAINT "message_attachments_message_id_messages_id_fk" FOREIGN KEY ("message_id") REFERENCES "public"."messages"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	330	+ALTER TABLE "message_attachments" ADD CONSTRAINT "message_attachments_conversation_id_conversations_id_fk" FOREIGN KEY ("conversation_id") REFERENCES "public"."conversations"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	331	+ALTER TABLE "messages" ADD CONSTRAINT "messages_conversation_id_conversations_id_fk" FOREIGN KEY ("conversation_id") REFERENCES "public"."conversations"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	332	+ALTER TABLE "messages" ADD CONSTRAINT "messages_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	333	+ALTER TABLE "model_presets" ADD CONSTRAINT "model_presets_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	334	+ALTER TABLE "prompt_presets" ADD CONSTRAINT "prompt_presets_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	335	+ALTER TABLE "provider_connections" ADD CONSTRAINT "provider_connections_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	336	+ALTER TABLE "sessions" ADD CONSTRAINT "sessions_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	337	+ALTER TABLE "shared_conversations" ADD CONSTRAINT "shared_conversations_conversation_id_conversations_id_fk" FOREIGN KEY ("conversation_id") REFERENCES "public"."conversations"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	338	+ALTER TABLE "shared_conversations" ADD CONSTRAINT "shared_conversations_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	339	+ALTER TABLE "tags" ADD CONSTRAINT "tags_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	340	+ALTER TABLE "usage_records" ADD CONSTRAINT "usage_records_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	341	+ALTER TABLE "user_model_favorites" ADD CONSTRAINT "user_model_favorites_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	342	+ALTER TABLE "user_model_recents" ADD CONSTRAINT "user_model_recents_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	343	+ALTER TABLE "user_preferences" ADD CONSTRAINT "user_preferences_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
	344	+CREATE INDEX "accounts_user_idx" ON "accounts" USING btree ("user_id");--> statement-breakpoint
	345	+CREATE INDEX "arena_responses_session_idx" ON "arena_responses" USING btree ("session_id");--> statement-breakpoint
	346	+CREATE INDEX "arena_sessions_user_idx" ON "arena_sessions" USING btree ("user_id","created_at");--> statement-breakpoint
	347	+CREATE INDEX "audit_user_created_idx" ON "audit_events" USING btree ("user_id","created_at");--> statement-breakpoint
	348	+CREATE INDEX "conversations_user_updated_idx" ON "conversations" USING btree ("user_id","updated_at");--> statement-breakpoint
	349	+CREATE INDEX "conversations_user_folder_idx" ON "conversations" USING btree ("user_id","folder_id");--> statement-breakpoint
	350	+CREATE INDEX "conversations_user_model_idx" ON "conversations" USING btree ("user_id","model_key");--> statement-breakpoint
	351	+CREATE INDEX "folders_user_idx" ON "folders" USING btree ("user_id");--> statement-breakpoint
	352	+CREATE INDEX "attachments_message_idx" ON "message_attachments" USING btree ("message_id");--> statement-breakpoint
	353	+CREATE INDEX "attachments_user_idx" ON "message_attachments" USING btree ("user_id");--> statement-breakpoint
	354	+CREATE INDEX "messages_conversation_created_idx" ON "messages" USING btree ("conversation_id","created_at");--> statement-breakpoint
	355	+CREATE INDEX "messages_user_idx" ON "messages" USING btree ("user_id");--> statement-breakpoint
	356	+CREATE INDEX "model_presets_user_idx" ON "model_presets" USING btree ("user_id");--> statement-breakpoint
	357	+CREATE INDEX "model_sync_runs_provider_started_idx" ON "model_sync_runs" USING btree ("provider","started_at");--> statement-breakpoint
	358	+CREATE INDEX "models_provider_idx" ON "models" USING btree ("provider");--> statement-breakpoint
	359	+CREATE INDEX "models_status_idx" ON "models" USING btree ("status");--> statement-breakpoint
	360	+CREATE INDEX "prompt_presets_user_idx" ON "prompt_presets" USING btree ("user_id");--> statement-breakpoint
	361	+CREATE UNIQUE INDEX "provider_connections_user_provider_uq" ON "provider_connections" USING btree ("user_id","provider");--> statement-breakpoint
	362	+CREATE UNIQUE INDEX "sessions_token_uq" ON "sessions" USING btree ("token");--> statement-breakpoint
	363	+CREATE INDEX "sessions_user_idx" ON "sessions" USING btree ("user_id");--> statement-breakpoint
	364	+CREATE INDEX "shared_conversation_idx" ON "shared_conversations" USING btree ("conversation_id");--> statement-breakpoint
	365	+CREATE UNIQUE INDEX "tags_user_name_uq" ON "tags" USING btree ("user_id","name");--> statement-breakpoint
	366	+CREATE INDEX "usage_user_created_idx" ON "usage_records" USING btree ("user_id","created_at");--> statement-breakpoint
	367	+CREATE INDEX "usage_user_provider_idx" ON "usage_records" USING btree ("user_id","provider");--> statement-breakpoint
	368	+CREATE INDEX "usage_user_model_idx" ON "usage_records" USING btree ("user_id","model_key");--> statement-breakpoint
	369	+CREATE UNIQUE INDEX "users_email_uq" ON "users" USING btree ("email");--> statement-breakpoint
	370	+CREATE INDEX "verifications_identifier_idx" ON "verifications" USING btree ("identifier");
		\ No newline at end of file

added drizzle/meta/0000_snapshot.json +2748 −0

		`@@ -0,0 +1,2748 @@`
	1	+{
	2	+ "id": "6f7e7f5c-d043-4e85-b3e5-b92b0ee9d52b",
	3	+ "prevId": "00000000-0000-0000-0000-000000000000",
	4	+ "version": "7",
	5	+ "dialect": "postgresql",
	6	+ "tables": {
	7	+ "public.accounts": {
	8	+ "name": "accounts",
	9	+ "schema": "",
	10	+ "columns": {
	11	+ "id": {
	12	+ "name": "id",
	13	+ "type": "text",
	14	+ "primaryKey": true,
	15	+ "notNull": true
	16	+ },
	17	+ "account_id": {
	18	+ "name": "account_id",
	19	+ "type": "text",
	20	+ "primaryKey": false,
	21	+ "notNull": true
	22	+ },
	23	+ "provider_id": {
	24	+ "name": "provider_id",
	25	+ "type": "text",
	26	+ "primaryKey": false,
	27	+ "notNull": true
	28	+ },
	29	+ "user_id": {
	30	+ "name": "user_id",
	31	+ "type": "text",
	32	+ "primaryKey": false,
	33	+ "notNull": true
	34	+ },
	35	+ "access_token": {
	36	+ "name": "access_token",
	37	+ "type": "text",
	38	+ "primaryKey": false,
	39	+ "notNull": false
	40	+ },
	41	+ "refresh_token": {
	42	+ "name": "refresh_token",
	43	+ "type": "text",
	44	+ "primaryKey": false,
	45	+ "notNull": false
	46	+ },
	47	+ "id_token": {
	48	+ "name": "id_token",
	49	+ "type": "text",
	50	+ "primaryKey": false,
	51	+ "notNull": false
	52	+ },
	53	+ "access_token_expires_at": {
	54	+ "name": "access_token_expires_at",
	55	+ "type": "timestamp with time zone",
	56	+ "primaryKey": false,
	57	+ "notNull": false
	58	+ },
	59	+ "refresh_token_expires_at": {
	60	+ "name": "refresh_token_expires_at",
	61	+ "type": "timestamp with time zone",
	62	+ "primaryKey": false,
	63	+ "notNull": false
	64	+ },
	65	+ "scope": {
	66	+ "name": "scope",
	67	+ "type": "text",
	68	+ "primaryKey": false,
	69	+ "notNull": false
	70	+ },
	71	+ "password": {
	72	+ "name": "password",
	73	+ "type": "text",
	74	+ "primaryKey": false,
	75	+ "notNull": false
	76	+ },
	77	+ "created_at": {
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	2121	+ "with": {}
	2122	+ }
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	2124	+ "foreignKeys": {
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	2126	+ "name": "tags_user_id_users_id_fk",
	2127	+ "tableFrom": "tags",
	2128	+ "tableTo": "users",
	2129	+ "columnsFrom": [
	2130	+ "user_id"
	2131	+ ],
	2132	+ "columnsTo": [
	2133	+ "id"
	2134	+ ],
	2135	+ "onDelete": "cascade",
	2136	+ "onUpdate": "no action"
	2137	+ }
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	2141	+ "policies": {},
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	2146	+ "name": "usage_records",
	2147	+ "schema": "",
	2148	+ "columns": {
	2149	+ "id": {
	2150	+ "name": "id",
	2151	+ "type": "text",
	2152	+ "primaryKey": true,
	2153	+ "notNull": true
	2154	+ },
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	2156	+ "name": "user_id",
	2157	+ "type": "text",
	2158	+ "primaryKey": false,
	2159	+ "notNull": true
	2160	+ },
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	2165	+ "notNull": false
	2166	+ },
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	2170	+ "primaryKey": false,
	2171	+ "notNull": false
	2172	+ },
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	2177	+ "notNull": false
	2178	+ },
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	2180	+ "name": "provider",
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	2183	+ "notNull": true
	2184	+ },
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	2186	+ "name": "model_key",
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	2188	+ "primaryKey": false,
	2189	+ "notNull": true
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	2193	+ "type": "text",
	2194	+ "primaryKey": false,
	2195	+ "notNull": true,
	2196	+ "default": "'chat'"
	2197	+ },
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	2199	+ "name": "status",
	2200	+ "type": "text",
	2201	+ "primaryKey": false,
	2202	+ "notNull": true,
	2203	+ "default": "'ok'"
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	2207	+ "type": "text",
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	2209	+ "notNull": false
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	2213	+ "type": "integer",
	2214	+ "primaryKey": false,
	2215	+ "notNull": true,
	2216	+ "default": 0
	2217	+ },
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	2219	+ "name": "output_tokens",
	2220	+ "type": "integer",
	2221	+ "primaryKey": false,
	2222	+ "notNull": true,
	2223	+ "default": 0
	2224	+ },
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	2228	+ "primaryKey": false,
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	2230	+ "default": 0
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	2237	+ "default": 0
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	2240	+ "name": "cost_usd",
	2241	+ "type": "double precision",
	2242	+ "primaryKey": false,
	2243	+ "notNull": false
	2244	+ },
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	2246	+ "name": "latency_ms",
	2247	+ "type": "integer",
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	2249	+ "notNull": false
	2250	+ },
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	2255	+ "notNull": false
	2256	+ },
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	2258	+ "name": "created_at",
	2259	+ "type": "timestamp with time zone",
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	2261	+ "notNull": true,
	2262	+ "default": "now()"
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	2268	+ "columns": [
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	2278	+ "asc": true,
	2279	+ "nulls": "last"
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	2282	+ "isUnique": false,
	2283	+ "concurrently": false,
	2284	+ "method": "btree",
	2285	+ "with": {}
	2286	+ },
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	2288	+ "name": "usage_user_provider_idx",
	2289	+ "columns": [
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	2293	+ "asc": true,
	2294	+ "nulls": "last"
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	2296	+ {
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	2299	+ "asc": true,
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	2301	+ }
	2302	+ ],
	2303	+ "isUnique": false,
	2304	+ "concurrently": false,
	2305	+ "method": "btree",
	2306	+ "with": {}
	2307	+ },
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	2312	+ "expression": "user_id",
	2313	+ "isExpression": false,
	2314	+ "asc": true,
	2315	+ "nulls": "last"
	2316	+ },
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	2320	+ "asc": true,
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	2325	+ "concurrently": false,
	2326	+ "method": "btree",
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	2328	+ }
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	2334	+ "tableTo": "users",
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	2342	+ "onUpdate": "no action"
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	2346	+ "uniqueConstraints": {},
	2347	+ "policies": {},
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	2349	+ "isRLSEnabled": false
	2350	+ },
	2351	+ "public.user_model_favorites": {
	2352	+ "name": "user_model_favorites",
	2353	+ "schema": "",
	2354	+ "columns": {
	2355	+ "user_id": {
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	2359	+ "notNull": true
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	2364	+ "primaryKey": false,
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	2370	+ "primaryKey": false,
	2371	+ "notNull": true,
	2372	+ "default": "now()"
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	2383	+ ],
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	2385	+ "id"
	2386	+ ],
	2387	+ "onDelete": "cascade",
	2388	+ "onUpdate": "no action"
	2389	+ }
	2390	+ },
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	2396	+ "model_key"
	2397	+ ]
	2398	+ }
	2399	+ },
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	2401	+ "policies": {},
	2402	+ "checkConstraints": {},
	2403	+ "isRLSEnabled": false
	2404	+ },
	2405	+ "public.user_model_recents": {
	2406	+ "name": "user_model_recents",
	2407	+ "schema": "",
	2408	+ "columns": {
	2409	+ "user_id": {
	2410	+ "name": "user_id",
	2411	+ "type": "text",
	2412	+ "primaryKey": false,
	2413	+ "notNull": true
	2414	+ },
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	2416	+ "name": "model_key",
	2417	+ "type": "text",
	2418	+ "primaryKey": false,
	2419	+ "notNull": true
	2420	+ },
	2421	+ "used_at": {
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	2423	+ "type": "timestamp with time zone",
	2424	+ "primaryKey": false,
	2425	+ "notNull": true,
	2426	+ "default": "now()"
	2427	+ },
	2428	+ "uses": {
	2429	+ "name": "uses",
	2430	+ "type": "integer",
	2431	+ "primaryKey": false,
	2432	+ "notNull": true,
	2433	+ "default": 1
	2434	+ }
	2435	+ },
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	2441	+ "tableTo": "users",
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	2444	+ ],
	2445	+ "columnsTo": [
	2446	+ "id"
	2447	+ ],
	2448	+ "onDelete": "cascade",
	2449	+ "onUpdate": "no action"
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	2455	+ "columns": [
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	2467	+ "name": "user_preferences",
	2468	+ "schema": "",
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	2471	+ "name": "user_id",
	2472	+ "type": "text",
	2473	+ "primaryKey": true,
	2474	+ "notNull": true
	2475	+ },
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	2477	+ "name": "theme",
	2478	+ "type": "text",
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	2480	+ "notNull": true,
	2481	+ "default": "'system'"
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	2484	+ "name": "language",
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	2487	+ "notNull": true,
	2488	+ "default": "'en'"
	2489	+ },
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	2492	+ "type": "text",
	2493	+ "primaryKey": false,
	2494	+ "notNull": false
	2495	+ },
	2496	+ "default_system_prompt": {
	2497	+ "name": "default_system_prompt",
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	2501	+ },
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	2506	+ "notNull": true,
	2507	+ "default": true
	2508	+ },
	2509	+ "streaming": {
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	2511	+ "type": "boolean",
	2512	+ "primaryKey": false,
	2513	+ "notNull": true,
	2514	+ "default": true
	2515	+ },
	2516	+ "code_wrap": {
	2517	+ "name": "code_wrap",
	2518	+ "type": "boolean",
	2519	+ "primaryKey": false,
	2520	+ "notNull": true,
	2521	+ "default": false
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	2525	+ "type": "boolean",
	2526	+ "primaryKey": false,
	2527	+ "notNull": true,
	2528	+ "default": true
	2529	+ },
	2530	+ "show_costs": {
	2531	+ "name": "show_costs",
	2532	+ "type": "boolean",
	2533	+ "primaryKey": false,
	2534	+ "notNull": true,
	2535	+ "default": true
	2536	+ },
	2537	+ "auto_title": {
	2538	+ "name": "auto_title",
	2539	+ "type": "boolean",
	2540	+ "primaryKey": false,
	2541	+ "notNull": true,
	2542	+ "default": true
	2543	+ },
	2544	+ "extra": {
	2545	+ "name": "extra",
	2546	+ "type": "jsonb",
	2547	+ "primaryKey": false,
	2548	+ "notNull": true,
	2549	+ "default": "'{}'::jsonb"
	2550	+ },
	2551	+ "updated_at": {
	2552	+ "name": "updated_at",
	2553	+ "type": "timestamp with time zone",
	2554	+ "primaryKey": false,
	2555	+ "notNull": true,
	2556	+ "default": "now()"
	2557	+ }
	2558	+ },
	2559	+ "indexes": {},
	2560	+ "foreignKeys": {
	2561	+ "user_preferences_user_id_users_id_fk": {
	2562	+ "name": "user_preferences_user_id_users_id_fk",
	2563	+ "tableFrom": "user_preferences",
	2564	+ "tableTo": "users",
	2565	+ "columnsFrom": [
	2566	+ "user_id"
	2567	+ ],
	2568	+ "columnsTo": [
	2569	+ "id"
	2570	+ ],
	2571	+ "onDelete": "cascade",
	2572	+ "onUpdate": "no action"
	2573	+ }
	2574	+ },
	2575	+ "compositePrimaryKeys": {},
	2576	+ "uniqueConstraints": {},
	2577	+ "policies": {},
	2578	+ "checkConstraints": {},
	2579	+ "isRLSEnabled": false
	2580	+ },
	2581	+ "public.users": {
	2582	+ "name": "users",
	2583	+ "schema": "",
	2584	+ "columns": {
	2585	+ "id": {
	2586	+ "name": "id",
	2587	+ "type": "text",
	2588	+ "primaryKey": true,
	2589	+ "notNull": true
	2590	+ },
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	2592	+ "name": "name",
	2593	+ "type": "text",
	2594	+ "primaryKey": false,
	2595	+ "notNull": true,
	2596	+ "default": "''"
	2597	+ },
	2598	+ "email": {
	2599	+ "name": "email",
	2600	+ "type": "text",
	2601	+ "primaryKey": false,
	2602	+ "notNull": true
	2603	+ },
	2604	+ "email_verified": {
	2605	+ "name": "email_verified",
	2606	+ "type": "boolean",
	2607	+ "primaryKey": false,
	2608	+ "notNull": true,
	2609	+ "default": false
	2610	+ },
	2611	+ "image": {
	2612	+ "name": "image",
	2613	+ "type": "text",
	2614	+ "primaryKey": false,
	2615	+ "notNull": false
	2616	+ },
	2617	+ "role": {
	2618	+ "name": "role",
	2619	+ "type": "text",
	2620	+ "primaryKey": false,
	2621	+ "notNull": true,
	2622	+ "default": "'user'"
	2623	+ },
	2624	+ "onboarding_completed_at": {
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	2626	+ "type": "timestamp with time zone",
	2627	+ "primaryKey": false,
	2628	+ "notNull": false
	2629	+ },
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	2633	+ "primaryKey": false,
	2634	+ "notNull": true,
	2635	+ "default": "now()"
	2636	+ },
	2637	+ "updated_at": {
	2638	+ "name": "updated_at",
	2639	+ "type": "timestamp with time zone",
	2640	+ "primaryKey": false,
	2641	+ "notNull": true,
	2642	+ "default": "now()"
	2643	+ }
	2644	+ },
	2645	+ "indexes": {
	2646	+ "users_email_uq": {
	2647	+ "name": "users_email_uq",
	2648	+ "columns": [
	2649	+ {
	2650	+ "expression": "email",
	2651	+ "isExpression": false,
	2652	+ "asc": true,
	2653	+ "nulls": "last"
	2654	+ }
	2655	+ ],
	2656	+ "isUnique": true,
	2657	+ "concurrently": false,
	2658	+ "method": "btree",
	2659	+ "with": {}
	2660	+ }
	2661	+ },
	2662	+ "foreignKeys": {},
	2663	+ "compositePrimaryKeys": {},
	2664	+ "uniqueConstraints": {},
	2665	+ "policies": {},
	2666	+ "checkConstraints": {},
	2667	+ "isRLSEnabled": false
	2668	+ },
	2669	+ "public.verifications": {
	2670	+ "name": "verifications",
	2671	+ "schema": "",
	2672	+ "columns": {
	2673	+ "id": {
	2674	+ "name": "id",
	2675	+ "type": "text",
	2676	+ "primaryKey": true,
	2677	+ "notNull": true
	2678	+ },
	2679	+ "identifier": {
	2680	+ "name": "identifier",
	2681	+ "type": "text",
	2682	+ "primaryKey": false,
	2683	+ "notNull": true
	2684	+ },
	2685	+ "value": {
	2686	+ "name": "value",
	2687	+ "type": "text",
	2688	+ "primaryKey": false,
	2689	+ "notNull": true
	2690	+ },
	2691	+ "expires_at": {
	2692	+ "name": "expires_at",
	2693	+ "type": "timestamp with time zone",
	2694	+ "primaryKey": false,
	2695	+ "notNull": true
	2696	+ },
	2697	+ "created_at": {
	2698	+ "name": "created_at",
	2699	+ "type": "timestamp with time zone",
	2700	+ "primaryKey": false,
	2701	+ "notNull": true,
	2702	+ "default": "now()"
	2703	+ },
	2704	+ "updated_at": {
	2705	+ "name": "updated_at",
	2706	+ "type": "timestamp with time zone",
	2707	+ "primaryKey": false,
	2708	+ "notNull": true,
	2709	+ "default": "now()"
	2710	+ }
	2711	+ },
	2712	+ "indexes": {
	2713	+ "verifications_identifier_idx": {
	2714	+ "name": "verifications_identifier_idx",
	2715	+ "columns": [
	2716	+ {
	2717	+ "expression": "identifier",
	2718	+ "isExpression": false,
	2719	+ "asc": true,
	2720	+ "nulls": "last"
	2721	+ }
	2722	+ ],
	2723	+ "isUnique": false,
	2724	+ "concurrently": false,
	2725	+ "method": "btree",
	2726	+ "with": {}
	2727	+ }
	2728	+ },
	2729	+ "foreignKeys": {},
	2730	+ "compositePrimaryKeys": {},
	2731	+ "uniqueConstraints": {},
	2732	+ "policies": {},
	2733	+ "checkConstraints": {},
	2734	+ "isRLSEnabled": false
	2735	+ }
	2736	+ },
	2737	+ "enums": {},
	2738	+ "schemas": {},
	2739	+ "sequences": {},
	2740	+ "roles": {},
	2741	+ "policies": {},
	2742	+ "views": {},
	2743	+ "_meta": {
	2744	+ "columns": {},
	2745	+ "schemas": {},
	2746	+ "tables": {}
	2747	+ }
	2748	+}
		\ No newline at end of file

added drizzle/meta/_journal.json +13 −0

		`@@ -0,0 +1,13 @@`
	1	+{
	2	+ "version": "7",
	3	+ "dialect": "postgresql",
	4	+ "entries": [
	5	+ {
	6	+ "idx": 0,
	7	+ "version": "7",
	8	+ "when": 1788844960714,
	9	+ "tag": "0000_foamy_loners",
	10	+ "breakpoints": true
	11	+ }
	12	+ ]
	13	+}
		\ No newline at end of file

added e2e/full-flow.spec.ts +156 −0

		`@@ -0,0 +1,156 @@`
	1	+import { test, expect } from "@playwright/test";
	2	+import { TEST_EMAIL, TEST_PASSWORD, lastLinkFromLog, login, noConsoleErrors, readEnv, sql } from "./helpers";
	3	+
	4	+/**
	5	+ * Full workflow against the dev server (EMAIL_DRY_RUN=1 EMAIL_DRY_RUN_PRINT=1 so links land in the log):
	6	+ * sign up → verify email → login → add provider key → validate → select model → send → stream → new chat →
	7	+ * reload → persistence → change password → logout → login again.
	8	+ */
	9	+test.describe.serial("PolyLLM full flow", () => {
	10	+ const email = TEST_EMAIL;
	11	+ const password = TEST_PASSWORD;
	12	+ let conversationUrl = "";
	13	+
	14	+ test("landing renders without console errors", async ({ page }) => {
	15	+ const errors = await noConsoleErrors(page);
	16	+ await page.goto("/");
	17	+ await expect(page.getByRole("heading", { level: 1 })).toContainText(/every model/i);
	18	+ await expect(page.getByRole("link", { name: /start using polyllm/i }).first()).toBeVisible();
	19	+ expect(errors).toEqual([]);
	20	+ });
	21	+
	22	+ test("sign up sends a verification email", async ({ page }) => {
	23	+ await page.goto("/signup");
	24	+ await page.getByLabel(/name/i).fill("E2E Tester");
	25	+ await page.getByLabel(/email/i).fill(email);
	26	+ await page.getByLabel(/^password$/i).fill(password);
	27	+ const confirm = page.getByLabel(/confirm/i);
	28	+ if (await confirm.count()) await confirm.fill(password);
	29	+ await page.getByRole("button", { name: /create account\|sign up/i }).click();
	30	+ await expect(page.getByText(/check your inbox\|verify/i).first()).toBeVisible({ timeout: 30_000 });
	31	+ // the account exists but is unverified
	32	+ await expect.poll(() => sql(`select email_verified from users where email='${email}'`)).toBe("f");
	33	+ });
	34	+
	35	+ test("login before verification is refused", async ({ page }) => {
	36	+ await page.goto("/login");
	37	+ await page.getByLabel(/email/i).fill(email);
	38	+ await page.getByLabel(/^password$/i).fill(password);
	39	+ await page.getByRole("button", { name: /sign in/i }).click();
	40	+ await expect(page.getByText(/verify\|not verified\|check your inbox/i).first()).toBeVisible({ timeout: 20_000 });
	41	+ });
	42	+
	43	+ test("verification link activates the account and signs in", async ({ page }) => {
	44	+ const link = lastLinkFromLog(/http:\/\/localhost:3000\/api\/auth\/verify-email\?token=[^\s"'<>]+/g);
	45	+ expect(link, "verification link should be printed in the dev log").toBeTruthy();
	46	+ await page.goto(link!);
	47	+ await page.waitForURL(/\/app\|\/verify-email/, { timeout: 30_000 });
	48	+ await expect.poll(() => sql(`select email_verified from users where email='${email}'`)).toBe("t");
	49	+ if (!/\/app/.test(page.url())) await login(page, email, password);
	50	+ await expect(page).toHaveURL(/\/app\/chat/);
	51	+ });
	52	+
	53	+ test("add + validate provider keys (real providers)", async ({ page }) => {
	54	+ await login(page, email, password);
	55	+ await page.goto("/app/settings/providers");
	56	+ const names: Record<string, RegExp> = { anthropic: /^Anthropic$/, openai: /^OpenAI$/, xai: /^xAI$/, gemini: /^Google Gemini$/ };
	57	+ for (const [provider, envName] of [
	58	+ ["anthropic", "ANTHROPIC_API_KEY"],
	59	+ ["openai", "OPENAI_API_KEY"],
	60	+ ["xai", "XAI_API_KEY"],
	61	+ ["gemini", "GOOGLE_GEMINI_API_KEY"],
	62	+ ] as const) {
	63	+ const key = readEnv(envName);
	64	+ test.skip(!key, `${envName} missing`);
	65	+ const item = page.locator("li", { has: page.getByRole("heading", { level: 3, name: names[provider] }) }).first();
	66	+ await item.getByRole("button", { name: /add key\|replace key/i }).click();
	67	+ await page.locator("#provider-api-key").fill(key!);
	68	+ await page.getByRole("button", { name: /^connect$\|^replace key$/i }).last().click();
	69	+ await expect(item).toContainText(/connected/i, { timeout: 60_000 });
	70	+ await expect(page.locator("#provider-api-key")).toHaveCount(0);
	71	+ }
	72	+ // never in the DOM
	73	+ const html = await page.content();
	74	+ expect(html).not.toContain(readEnv("ANTHROPIC_API_KEY")!.slice(10, 30));
	75	+ await expect.poll(() => sql(`select count(*) from provider_connections pc join users u on u.id=pc.user_id where u.email='${email}' and pc.status='valid'`)).toBe("4");
	76	+ // keys are encrypted at rest
	77	+ const stored = sql(`select encrypted_key from provider_connections pc join users u on u.id=pc.user_id where u.email='${email}' and provider='anthropic'`);
	78	+ expect(stored.startsWith("v1.")).toBe(true);
	79	+ expect(stored).not.toContain("sk-ant");
	80	+ });
	81	+
	82	+ test("select a model, send a message and receive a real stream", async ({ page }) => {
	83	+ await login(page, email, password);
	84	+ await page.goto("/app/chat");
	85	+ await page.getByRole("button", { name: /select model/i }).click();
	86	+ await page.getByLabel(/search models/i).fill("haiku 4.5");
	87	+ await page.getByRole("option").first().click();
	88	+ await expect(page.getByRole("button", { name: /select model/i })).toContainText(/haiku/i);
	89	+ await page.getByLabel(/^message$/i).fill("Reply with exactly the word PONG and nothing else.");
	90	+ await page.getByRole("button", { name: /^send$/i }).click();
	91	+ await expect(page.getByText(/PONG/).first()).toBeVisible({ timeout: 60_000 });
	92	+ await page.waitForURL(/\/app\/chat\/cnv_/, { timeout: 30_000 });
	93	+ conversationUrl = page.url();
	94	+ // footer meta appears (tokens + latency)
	95	+ await expect(page.getByText(/tok\/s\|\bin ·/).first()).toBeVisible({ timeout: 30_000 });
	96	+ // sidebar shows the conversation with an auto title
	97	+ await expect(page.locator("aside").getByText(/reply with exactly/i).first()).toBeVisible();
	98	+ });
	99	+
	100	+ test("conversation persists after reload and a second model works", async ({ page }) => {
	101	+ await login(page, email, password);
	102	+ await page.goto(conversationUrl);
	103	+ await expect(page.getByText(/PONG/).first()).toBeVisible();
	104	+ // switch to an OpenAI model in the same conversation and continue
	105	+ await page.getByRole("button", { name: /select model/i }).click();
	106	+ await page.getByLabel(/search models/i).fill("gpt-5.4-nano");
	107	+ await page.getByRole("option").first().click();
	108	+ await page.getByLabel(/^message$/i).fill("Now reply with exactly the word PING.");
	109	+ await page.getByRole("button", { name: /^send$/i }).click();
	110	+ await expect(page.getByText(/PING/).first()).toBeVisible({ timeout: 60_000 });
	111	+ await page.reload();
	112	+ await expect(page.getByText(/PONG/).first()).toBeVisible();
	113	+ await expect(page.getByText(/PING/).first()).toBeVisible();
	114	+ });
	115	+
	116	+ test("model configuration is capability-driven", async ({ page }) => {
	117	+ await login(page, email, password);
	118	+ await page.goto("/app/chat");
	119	+ await page.getByRole("button", { name: /select model/i }).click();
	120	+ await page.getByLabel(/search models/i).fill("gpt-5.5");
	121	+ await page.getByRole("option").first().click();
	122	+ await page.getByRole("button", { name: /model configuration/i }).click();
	123	+ await expect(page.getByText(/reasoning/i).first()).toBeVisible();
	124	+ await expect(page.getByText(/^Effort$/)).toBeVisible();
	125	+ // seed/stop are not supported by the Responses API → never shown
	126	+ await expect(page.getByText(/^Seed$/)).toHaveCount(0);
	127	+ await expect(page.getByText(/stop sequences/i)).toHaveCount(0);
	128	+ await page.keyboard.press("Escape");
	129	+ });
	130	+
	131	+ test("usage dashboard shows the requests", async ({ page }) => {
	132	+ await login(page, email, password);
	133	+ await page.goto("/app/usage");
	134	+ await expect(page.getByText(/requests/i).first()).toBeVisible();
	135	+ await expect.poll(() => Number(sql(`select count(*) from usage_records ur join users u on u.id=ur.user_id where u.email='${email}'`))).toBeGreaterThanOrEqual(2);
	136	+ });
	137	+
	138	+ test("change password, logout, login again", async ({ page }) => {
	139	+ await login(page, email, password);
	140	+ await page.goto("/app/settings/security");
	141	+ const newPassword = `${password}-2`;
	142	+ await page.getByLabel(/current password/i).fill(password);
	143	+ await page.getByLabel(/^new password$/i).fill(newPassword);
	144	+ const confirm = page.getByLabel(/confirm/i);
	145	+ if (await confirm.count()) await confirm.fill(newPassword);
	146	+ await page.getByRole("button", { name: /change password\|update password/i }).click();
	147	+ await expect(page.getByText(/password (changed\|updated)/i).first()).toBeVisible({ timeout: 20_000 });
	148	+ // sign out via the sidebar menu
	149	+ await page.goto("/app/chat");
	150	+ await page.getByText(email).first().click();
	151	+ await page.getByRole("menuitem", { name: /sign out/i }).click();
	152	+ await page.waitForURL(/\/login/);
	153	+ await login(page, email, newPassword);
	154	+ await expect(page).toHaveURL(/\/app/);
	155	+ });
	156	+});

added e2e/helpers.ts +44 −0

		`@@ -0,0 +1,44 @@`
	1	+import { execSync } from "node:child_process";
	2	+import fs from "node:fs";
	3	+import type { Page } from "@playwright/test";
	4	+
	5	+export const DB = process.env.E2E_DATABASE_URL ?? "postgres://localhost:5432/polyllm";
	6	+export const DEV_LOG = process.env.E2E_DEV_LOG ?? "/tmp/polyllm-dev.log";
	7	+
	8	+export function sql(q: string): string {
	9	+ return execSync(`psql "${DB}" -Atc ${JSON.stringify(q)}`, { encoding: "utf8" }).trim();
	10	+}
	11	+
	12	+/** Finds the latest verification / reset URL for an email in the dev log (EMAIL_DRY_RUN_PRINT=1). */
	13	+export function lastLinkFromLog(pattern: RegExp): string \| null {
	14	+ const log = fs.readFileSync(DEV_LOG, "utf8");
	15	+ const matches = [...log.matchAll(pattern)];
	16	+ return matches.length ? matches[matches.length - 1][0] : null;
	17	+}
	18	+
	19	+export function readEnv(name: string): string \| undefined {
	20	+ if (process.env[name]) return process.env[name];
	21	+ const env = fs.existsSync(".env") ? fs.readFileSync(".env", "utf8") : "";
	22	+ const m = env.match(new RegExp(`^${name}=(.*)$`, "m"));
	23	+ return m ? m[1].replace(/^"\|"$/g, "") : undefined;
	24	+}
	25	+
	26	+export const TEST_EMAIL = process.env.E2E_EMAIL ?? `e2e+${Date.now()}@polyllm.test`;
	27	+export const TEST_PASSWORD = "Str0ng-Passw0rd-e2e!";
	28	+
	29	+export async function login(page: Page, email: string, password: string) {
	30	+ await page.goto("/login");
	31	+ await page.getByLabel(/email/i).fill(email);
	32	+ await page.getByLabel(/^password$/i).fill(password);
	33	+ await page.getByRole("button", { name: /sign in/i }).click();
	34	+ await page.waitForURL(/\/app/);
	35	+}
	36	+
	37	+export async function noConsoleErrors(page: Page) {
	38	+ const errors: string[] = [];
	39	+ page.on("console", (msg) => {
	40	+ if (msg.type() === "error" && !/favicon\|hydration\|Download the React DevTools/i.test(msg.text())) errors.push(msg.text());
	41	+ });
	42	+ page.on("pageerror", (e) => errors.push(e.message));
	43	+ return errors;
	44	+}

added e2e/mobile.spec.ts +12 −0

		`@@ -0,0 +1,12 @@`
	1	+import { test, expect } from "@playwright/test";
	2	+import { noConsoleErrors } from "./helpers";
	3	+
	4	+test("landing and auth pages have no horizontal overflow on mobile", async ({ page }) => {
	5	+ const errors = await noConsoleErrors(page);
	6	+ for (const path of ["/", "/login", "/signup", "/forgot-password"]) {
	7	+ await page.goto(path);
	8	+ const overflow = await page.evaluate(() => document.documentElement.scrollWidth - document.documentElement.clientWidth);
	9	+ expect(overflow, `${path} overflows horizontally by ${overflow}px`).toBeLessThanOrEqual(1);
	10	+ }
	11	+ expect(errors).toEqual([]);
	12	+});

added eslint.config.mjs +10 −0

		`@@ -0,0 +1,10 @@`
	1	+import nextVitals from "eslint-config-next/core-web-vitals";
	2	+import nextTs from "eslint-config-next/typescript";
	3	+
	4	+const eslintConfig = [
	5	+ ...nextVitals,
	6	+ ...nextTs,
	7	+ { ignores: [".next/", "node_modules/", "research/", "drizzle/", "playwright-report/", "test-results/"] },
	8	+];
	9	+
	10	+export default eslintConfig;

added next.config.ts +51 −0

		`@@ -0,0 +1,51 @@`
	1	+import type { NextConfig } from "next";
	2	+
	3	+const isProd = process.env.NODE_ENV === "production";
	4	+
	5	+/**
	6	+ * Content-Security-Policy. Inline styles are required by Tailwind's runtime-free
	7	+ * output only for a few third-party components (Radix measures via style attrs),
	8	+ * and Next.js injects inline scripts for hydration; nonces are not used because the
	9	+ * app is fully static-shell + client-fetch and `next start` runs behind ngrok.
	10	+ */
	11	+const csp = [
	12	+ "default-src 'self'",
	13	+ "base-uri 'self'",
	14	+ "frame-ancestors 'none'",
	15	+ "form-action 'self'",
	16	+ "object-src 'none'",
	17	+ "img-src 'self' data: blob: https:",
	18	+ "font-src 'self' data:",
	19	+ "style-src 'self' 'unsafe-inline'",
	20	+ isProd ? "script-src 'self' 'unsafe-inline'" : "script-src 'self' 'unsafe-inline' 'unsafe-eval'",
	21	+ "connect-src 'self'",
	22	+ "worker-src 'self' blob:",
	23	+ "upgrade-insecure-requests",
	24	+].join("; ");
	25	+
	26	+const nextConfig: NextConfig = {
	27	+ reactStrictMode: true,
	28	+ poweredByHeader: false,
	29	+ agentRules: false,
	30	+ serverExternalPackages: ["pg", "argon2", "resend", "@anthropic-ai/sdk", "openai", "@google/genai", "shiki"],
	31	+ experimental: {
	32	+ serverActions: { bodySizeLimit: "2mb" },
	33	+ },
	34	+ async headers() {
	35	+ return [
	36	+ {
	37	+ source: "/(.*)",
	38	+ headers: [
	39	+ { key: "X-Content-Type-Options", value: "nosniff" },
	40	+ { key: "X-Frame-Options", value: "DENY" },
	41	+ { key: "Referrer-Policy", value: "strict-origin-when-cross-origin" },
	42	+ { key: "Permissions-Policy", value: "camera=(), microphone=(), geolocation=(), payment=()" },
	43	+ { key: "Content-Security-Policy", value: csp },
	44	+ ...(isProd ? [{ key: "Strict-Transport-Security", value: "max-age=31536000; includeSubDomains" }] : []),
	45	+ ],
	46	+ },
	47	+ ];
	48	+ },
	49	+};
	50	+
	51	+export default nextConfig;

added package.json +80 −0

		`@@ -0,0 +1,80 @@`
	1	+{
	2	+ "name": "polyllm",
	3	+ "version": "0.1.0",
	4	+ "private": true,
	5	+ "description": "PolyLLM — One interface. Every model. Bring your own keys.",
	6	+ "type": "module",
	7	+ "packageManager": "pnpm@11.1.2",
	8	+ "engines": {
	9	+ "node": ">=22"
	10	+ },
	11	+ "scripts": {
	12	+ "dev": "next dev -p ${PORT:-3000}",
	13	+ "build": "next build",
	14	+ "start": "next start -p ${PORT:-3000} -H 0.0.0.0",
	15	+ "lint": "eslint",
	16	+ "typecheck": "tsc -p tsconfig.json --noEmit",
	17	+ "test": "vitest run",
	18	+ "test:e2e": "playwright test",
	19	+ "db:generate": "drizzle-kit generate",
	20	+ "db:migrate": "tsx src/db/migrate.ts",
	21	+ "db:studio": "drizzle-kit studio",
	22	+ "models:sync": "tsx --tsconfig tsconfig.json --import ./scripts/hooks.mjs scripts/sync-models.ts",
	23	+ "providers:matrix": "tsx --tsconfig tsconfig.json --import ./scripts/hooks.mjs scripts/provider-matrix.ts"
	24	+ },
	25	+ "dependencies": {
	26	+ "@anthropic-ai/sdk": "^0.124.0",
	27	+ "@google/genai": "^2.21.0",
	28	+ "@radix-ui/react-dialog": "^1.1.14",
	29	+ "@radix-ui/react-dropdown-menu": "^2.1.15",
	30	+ "@radix-ui/react-popover": "^1.1.14",
	31	+ "@radix-ui/react-scroll-area": "^1.2.9",
	32	+ "@radix-ui/react-select": "^2.2.5",
	33	+ "@radix-ui/react-slider": "^1.3.5",
	34	+ "@radix-ui/react-slot": "^1.2.3",
	35	+ "@radix-ui/react-switch": "^1.2.5",
	36	+ "@radix-ui/react-tabs": "^1.1.12",
	37	+ "@radix-ui/react-tooltip": "^1.2.7",
	38	+ "@tanstack/react-virtual": "^3.13.0",
	39	+ "argon2": "^0.45.0",
	40	+ "better-auth": "^1.7.3",
	41	+ "class-variance-authority": "^0.7.1",
	42	+ "clsx": "^2.1.1",
	43	+ "cmdk": "^1.1.1",
	44	+ "drizzle-orm": "^0.45.2",
	45	+ "geist": "^1.5.0",
	46	+ "lucide-react": "^1.42.0",
	47	+ "motion": "^12.23.0",
	48	+ "next": "16.3.4",
	49	+ "next-themes": "^0.4.6",
	50	+ "openai": "^7.10.0",
	51	+ "pg": "^8.23.0",
	52	+ "react": "19.2.8",
	53	+ "react-dom": "19.2.8",
	54	+ "react-markdown": "^10.1.0",
	55	+ "recharts": "^3.0.0",
	56	+ "rehype-raw": "^7.0.0",
	57	+ "remark-gfm": "^4.0.1",
	58	+ "resend": "^6.26.0",
	59	+ "server-only": "^0.0.1",
	60	+ "shiki": "^4.4.3",
	61	+ "swr": "^2.5.1",
	62	+ "tailwind-merge": "^3.3.1",
	63	+ "zod": "^4.5.4"
	64	+ },
	65	+ "devDependencies": {
	66	+ "@playwright/test": "^1.63.0",
	67	+ "@tailwindcss/postcss": "^4.3.3",
	68	+ "@types/node": "^24.0.0",
	69	+ "@types/pg": "^8.15.0",
	70	+ "@types/react": "^19",
	71	+ "@types/react-dom": "^19",
	72	+ "drizzle-kit": "^0.31.10",
	73	+ "eslint": "^9",
	74	+ "eslint-config-next": "16.3.4",
	75	+ "tailwindcss": "^4.3.3",
	76	+ "tsx": "^4.20.0",
	77	+ "typescript": "^5.9.3",
	78	+ "vitest": "^3.2.0"
	79	+ }
	80	+}

added playwright.config.ts +18 −0

		`@@ -0,0 +1,18 @@`
	1	+import { defineConfig, devices } from "@playwright/test";
	2	+
	3	+const baseURL = process.env.E2E_BASE_URL ?? "http://localhost:3000";
	4	+
	5	+export default defineConfig({
	6	+ testDir: "./e2e",
	7	+ timeout: 180_000,
	8	+ expect: { timeout: 20_000 },
	9	+ fullyParallel: false,
	10	+ workers: 1,
	11	+ retries: 0,
	12	+ reporter: [["list"], ["html", { open: "never", outputFolder: "playwright-report" }]],
	13	+ use: { baseURL, trace: "retain-on-failure", screenshot: "only-on-failure", video: "off" },
	14	+ projects: [
	15	+ { name: "desktop", use: { ...devices["Desktop Chrome"], viewport: { width: 1360, height: 860 } } },
	16	+ { name: "mobile", use: { ...devices["iPhone 14"], browserName: "chromium" }, testMatch: /mobile\.spec\.ts/ },
	17	+ ],
	18	+});

added pnpm-lock.yaml +9267 −0

		`@@ -0,0 +1,9267 @@`
	1	+lockfileVersion: '9.0'
	2	+
	3	+settings:
	4	+ autoInstallPeers: true
	5	+ excludeLinksFromLockfile: false
	6	+
	7	+importers:
	8	+
	9	+ .:
	10	+ dependencies:
	11	+ '@anthropic-ai/sdk':
	12	+ specifier: ^0.124.0
	13	+ version: 0.124.0(zod@4.5.4)
	14	+ '@google/genai':
	15	+ specifier: ^2.21.0
	16	+ version: 2.21.0
	17	+ '@radix-ui/react-dialog':
	18	+ specifier: ^1.1.14
	19	+ version: 1.1.23(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	20	+ '@radix-ui/react-dropdown-menu':
	21	+ specifier: ^2.1.15
	22	+ version: 2.1.24(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	23	+ '@radix-ui/react-popover':
	24	+ specifier: ^1.1.14
	25	+ version: 1.1.23(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	26	+ '@radix-ui/react-scroll-area':
	27	+ specifier: ^1.2.9
	28	+ version: 1.2.18(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	29	+ '@radix-ui/react-select':
	30	+ specifier: ^2.2.5
	31	+ version: 2.3.7(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	32	+ '@radix-ui/react-slider':
	33	+ specifier: ^1.3.5
	34	+ version: 1.4.7(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	35	+ '@radix-ui/react-slot':
	36	+ specifier: ^1.2.3
	37	+ version: 1.3.3(@types/react@19.2.18)(react@19.2.8)
	38	+ '@radix-ui/react-switch':
	39	+ specifier: ^1.2.5
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	5535	+ '@radix-ui/react-popper@1.3.7(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5536	+ dependencies:
	5537	+ '@floating-ui/react-dom': 2.1.9(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5538	+ '@radix-ui/react-arrow': 1.1.15(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5539	+ '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.18)(react@19.2.8)
	5540	+ '@radix-ui/react-context': 1.2.2(@types/react@19.2.18)(react@19.2.8)
	5541	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5542	+ '@radix-ui/react-use-callback-ref': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5543	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5544	+ '@radix-ui/react-use-rect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5545	+ '@radix-ui/react-use-size': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5546	+ '@radix-ui/rect': 1.1.3
	5547	+ react: 19.2.8
	5548	+ react-dom: 19.2.8(react@19.2.8)
	5549	+ optionalDependencies:
	5550	+ '@types/react': 19.2.18
	5551	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5552	+
	5553	+ '@radix-ui/react-portal@1.1.17(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5554	+ dependencies:
	5555	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5556	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5557	+ react: 19.2.8
	5558	+ react-dom: 19.2.8(react@19.2.8)
	5559	+ optionalDependencies:
	5560	+ '@types/react': 19.2.18
	5561	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5562	+
	5563	+ '@radix-ui/react-presence@1.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5564	+ dependencies:
	5565	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5566	+ react: 19.2.8
	5567	+ react-dom: 19.2.8(react@19.2.8)
	5568	+ optionalDependencies:
	5569	+ '@types/react': 19.2.18
	5570	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5571	+
	5572	+ '@radix-ui/react-primitive@2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5573	+ dependencies:
	5574	+ '@radix-ui/react-slot': 1.3.3(@types/react@19.2.18)(react@19.2.8)
	5575	+ react: 19.2.8
	5576	+ react-dom: 19.2.8(react@19.2.8)
	5577	+ optionalDependencies:
	5578	+ '@types/react': 19.2.18
	5579	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5580	+
	5581	+ '@radix-ui/react-roving-focus@1.1.19(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5582	+ dependencies:
	5583	+ '@radix-ui/primitive': 1.1.7
	5584	+ '@radix-ui/react-collection': 1.1.15(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5585	+ '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.18)(react@19.2.8)
	5586	+ '@radix-ui/react-context': 1.2.2(@types/react@19.2.18)(react@19.2.8)
	5587	+ '@radix-ui/react-direction': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5588	+ '@radix-ui/react-id': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5589	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5590	+ '@radix-ui/react-use-callback-ref': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5591	+ '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.18)(react@19.2.8)
	5592	+ '@radix-ui/react-use-is-hydrated': 0.1.3(@types/react@19.2.18)(react@19.2.8)
	5593	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5594	+ react: 19.2.8
	5595	+ react-dom: 19.2.8(react@19.2.8)
	5596	+ optionalDependencies:
	5597	+ '@types/react': 19.2.18
	5598	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5599	+
	5600	+ '@radix-ui/react-scroll-area@1.2.18(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5601	+ dependencies:
	5602	+ '@radix-ui/number': 1.1.3
	5603	+ '@radix-ui/primitive': 1.1.7
	5604	+ '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.18)(react@19.2.8)
	5605	+ '@radix-ui/react-context': 1.2.2(@types/react@19.2.18)(react@19.2.8)
	5606	+ '@radix-ui/react-direction': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5607	+ '@radix-ui/react-presence': 1.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5608	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5609	+ '@radix-ui/react-use-callback-ref': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5610	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5611	+ react: 19.2.8
	5612	+ react-dom: 19.2.8(react@19.2.8)
	5613	+ optionalDependencies:
	5614	+ '@types/react': 19.2.18
	5615	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5616	+
	5617	+ '@radix-ui/react-select@2.3.7(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5618	+ dependencies:
	5619	+ '@radix-ui/number': 1.1.3
	5620	+ '@radix-ui/primitive': 1.1.7
	5621	+ '@radix-ui/react-collection': 1.1.15(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5622	+ '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.18)(react@19.2.8)
	5623	+ '@radix-ui/react-context': 1.2.2(@types/react@19.2.18)(react@19.2.8)
	5624	+ '@radix-ui/react-direction': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5625	+ '@radix-ui/react-dismissable-layer': 1.1.19(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5626	+ '@radix-ui/react-focus-guards': 1.1.6(@types/react@19.2.18)(react@19.2.8)
	5627	+ '@radix-ui/react-focus-scope': 1.1.16(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5628	+ '@radix-ui/react-id': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5629	+ '@radix-ui/react-popper': 1.3.7(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5630	+ '@radix-ui/react-portal': 1.1.17(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5631	+ '@radix-ui/react-presence': 1.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5632	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5633	+ '@radix-ui/react-slot': 1.3.3(@types/react@19.2.18)(react@19.2.8)
	5634	+ '@radix-ui/react-use-callback-ref': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5635	+ '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.18)(react@19.2.8)
	5636	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5637	+ '@radix-ui/react-use-previous': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5638	+ '@radix-ui/react-visually-hidden': 1.2.11(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5639	+ aria-hidden: 1.2.6
	5640	+ react: 19.2.8
	5641	+ react-dom: 19.2.8(react@19.2.8)
	5642	+ react-remove-scroll: 2.7.2(@types/react@19.2.18)(react@19.2.8)
	5643	+ optionalDependencies:
	5644	+ '@types/react': 19.2.18
	5645	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5646	+
	5647	+ '@radix-ui/react-slider@1.4.7(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5648	+ dependencies:
	5649	+ '@radix-ui/number': 1.1.3
	5650	+ '@radix-ui/primitive': 1.1.7
	5651	+ '@radix-ui/react-collection': 1.1.15(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5652	+ '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.18)(react@19.2.8)
	5653	+ '@radix-ui/react-context': 1.2.2(@types/react@19.2.18)(react@19.2.8)
	5654	+ '@radix-ui/react-direction': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5655	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5656	+ '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.18)(react@19.2.8)
	5657	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5658	+ '@radix-ui/react-use-previous': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5659	+ '@radix-ui/react-use-size': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5660	+ react: 19.2.8
	5661	+ react-dom: 19.2.8(react@19.2.8)
	5662	+ optionalDependencies:
	5663	+ '@types/react': 19.2.18
	5664	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5665	+
	5666	+ '@radix-ui/react-slot@1.3.3(@types/react@19.2.18)(react@19.2.8)':
	5667	+ dependencies:
	5668	+ '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.18)(react@19.2.8)
	5669	+ react: 19.2.8
	5670	+ optionalDependencies:
	5671	+ '@types/react': 19.2.18
	5672	+
	5673	+ '@radix-ui/react-switch@1.3.7(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5674	+ dependencies:
	5675	+ '@radix-ui/primitive': 1.1.7
	5676	+ '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.18)(react@19.2.8)
	5677	+ '@radix-ui/react-context': 1.2.2(@types/react@19.2.18)(react@19.2.8)
	5678	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5679	+ '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.18)(react@19.2.8)
	5680	+ '@radix-ui/react-use-size': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5681	+ react: 19.2.8
	5682	+ react-dom: 19.2.8(react@19.2.8)
	5683	+ optionalDependencies:
	5684	+ '@types/react': 19.2.18
	5685	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5686	+
	5687	+ '@radix-ui/react-tabs@1.1.21(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5688	+ dependencies:
	5689	+ '@radix-ui/primitive': 1.1.7
	5690	+ '@radix-ui/react-context': 1.2.2(@types/react@19.2.18)(react@19.2.8)
	5691	+ '@radix-ui/react-direction': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5692	+ '@radix-ui/react-id': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5693	+ '@radix-ui/react-presence': 1.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5694	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5695	+ '@radix-ui/react-roving-focus': 1.1.19(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5696	+ '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.18)(react@19.2.8)
	5697	+ react: 19.2.8
	5698	+ react-dom: 19.2.8(react@19.2.8)
	5699	+ optionalDependencies:
	5700	+ '@types/react': 19.2.18
	5701	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5702	+
	5703	+ '@radix-ui/react-tooltip@1.2.16(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)':
	5704	+ dependencies:
	5705	+ '@radix-ui/primitive': 1.1.7
	5706	+ '@radix-ui/react-compose-refs': 1.1.5(@types/react@19.2.18)(react@19.2.8)
	5707	+ '@radix-ui/react-context': 1.2.2(@types/react@19.2.18)(react@19.2.8)
	5708	+ '@radix-ui/react-dismissable-layer': 1.1.19(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5709	+ '@radix-ui/react-id': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5710	+ '@radix-ui/react-popper': 1.3.7(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5711	+ '@radix-ui/react-portal': 1.1.17(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5712	+ '@radix-ui/react-presence': 1.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5713	+ '@radix-ui/react-primitive': 2.1.10(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5714	+ '@radix-ui/react-slot': 1.3.3(@types/react@19.2.18)(react@19.2.8)
	5715	+ '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.18)(react@19.2.8)
	5716	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5717	+ '@radix-ui/react-visually-hidden': 1.2.11(@types/react-dom@19.2.7(@types/react@19.2.18))(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
	5718	+ react: 19.2.8
	5719	+ react-dom: 19.2.8(react@19.2.8)
	5720	+ optionalDependencies:
	5721	+ '@types/react': 19.2.18
	5722	+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
	5723	+
	5724	+ '@radix-ui/react-use-callback-ref@1.1.4(@types/react@19.2.18)(react@19.2.8)':
	5725	+ dependencies:
	5726	+ react: 19.2.8
	5727	+ optionalDependencies:
	5728	+ '@types/react': 19.2.18
	5729	+
	5730	+ '@radix-ui/react-use-controllable-state@1.2.6(@types/react@19.2.18)(react@19.2.8)':
	5731	+ dependencies:
	5732	+ '@radix-ui/primitive': 1.1.7
	5733	+ '@radix-ui/react-use-effect-event': 0.0.5(@types/react@19.2.18)(react@19.2.8)
	5734	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5735	+ react: 19.2.8
	5736	+ optionalDependencies:
	5737	+ '@types/react': 19.2.18
	5738	+
	5739	+ '@radix-ui/react-use-effect-event@0.0.5(@types/react@19.2.18)(react@19.2.8)':
	5740	+ dependencies:
	5741	+ '@radix-ui/react-use-layout-effect': 1.1.4(@types/react@19.2.18)(react@19.2.8)
	5742	+ react: 19.2.8
	5743	+ optionalDependencies:
	5744	+ '@types/react': 19.2.18
	5745	+
	5746	+ '@radix-ui/react-use-is-hydrated@0.1.3(@types/react@19.2.18)(react@19.2.8)':
	5747	+ dependencies:
	5748	+ react: 19.2.8
	5749	+ optionalDependencies:
	5750	+ '@types/react': 19.2.18
	5751	+
	5752	+ '@radix-ui/react-use-layout-effect@1.1.4(@types/react@19.2.18)(react@19.2.8)':
	5753	+ dependencies:
	5754	+ react: 19.2.8
	5755	+ optionalDependencies:
	5756	+ '@types/react': 19.2.18
	5757	+
	5758	+ '@radix-ui/react-use-previous@1.1.4(@types/react@19.2.18)(react@19.2.8)':
	5759	+ dependencies:
	5760	+ react: 19.2.8
	5761	+ optionalDependencies:
	5762	+ '@types/react': 19.2.18
	5763	+
	5764	+ '@radix-ui/react-use-rect@1.1.4(@types/react@19.2.18)(react@19.2.8)':
	5765	+ dependencies:
	5766	+ '@radix-ui/rect': 1.1.3
	5767	+ react: 19.2.8
	5768	+ optionalDependencies:
	5769	+ '@types/react': 19.2.18
	5770	+
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	9249	+ stackback: 0.0.2
	9250	+
	9251	+ word-wrap@1.2.5: {}
	9252	+
	9253	+ ws@8.21.3: {}
	9254	+
	9255	+ xtend@4.0.2: {}
	9256	+
	9257	+ yallist@3.1.1: {}
	9258	+
	9259	+ yocto-queue@0.1.0: {}
	9260	+
	9261	+ zod-validation-error@4.0.2(zod@4.5.4):
	9262	+ dependencies:
	9263	+ zod: 4.5.4
	9264	+
	9265	+ zod@4.5.4: {}
	9266	+
	9267	+ zwitch@2.0.4: {}

added postcss.config.mjs +2 −0

		`@@ -0,0 +1,2 @@`
	1	+const config = { plugins: { "@tailwindcss/postcss": {} } };
	2	+export default config;

added public/icon.svg +1 −0

		`@@ -0,0 +1 @@`
	1	+<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32" fill="none"><defs><linearGradient id="g" x1="4" y1="4" x2="28" y2="28" gradientUnits="userSpaceOnUse"><stop stop-color="#8b8dff"/><stop offset="0.55" stop-color="#b58cff"/><stop offset="1" stop-color="#ff8fab"/></linearGradient></defs><rect x="1" y="1" width="30" height="30" rx="9" fill="url(#g)"/><g stroke="#0b0c10" stroke-width="2.2" stroke-linecap="round" stroke-linejoin="round"><path d="M9 10.5h4.5M9 16h6M9 21.5h4.5"/><path d="M23 10.5h-4.5M23 16h-6M23 21.5h-4.5"/><circle cx="16" cy="16" r="2.4" fill="#0b0c10" stroke="none"/></g></svg>

added public/robots.txt +6 −0

		`@@ -0,0 +1,6 @@`
	1	+User-agent: *
	2	+Allow: /
	3	+Disallow: /app/
	4	+Disallow: /admin/
	5	+Disallow: /api/
	6	+Sitemap: https://www.polyllm.io/sitemap.xml

added research/gemini/00-models-list.ts +44 −0

		`@@ -0,0 +1,44 @@`
	1	+// Probe 00: list models via REST (x-goog-api-key) and via SDK; dump per-model metadata.
	2	+// Run: set -a; . ../../.env; set +a; npx tsx 00-models-list.ts
	3	+import { GoogleGenAI } from "@google/genai";
	4	+import { writeFileSync } from "node:fs";
	5	+
	6	+const key = process.env.GOOGLE_GEMINI_API_KEY!;
	7	+if (!key) throw new Error("GOOGLE_GEMINI_API_KEY missing");
	8	+
	9	+async function main() {
	10	+ // REST, paginated
	11	+ const all: any[] = [];
	12	+ let pageToken: string \| undefined;
	13	+ do {
	14	+ const url = new URL("https://generativelanguage.googleapis.com/v1beta/models");
	15	+ url.searchParams.set("pageSize", "1000");
	16	+ if (pageToken) url.searchParams.set("pageToken", pageToken);
	17	+ const r = await fetch(url, { headers: { "x-goog-api-key": key } });
	18	+ console.log("REST status", r.status, "headers:", Object.fromEntries([...r.headers.entries()].filter(([k]) => !/set-cookie/.test(k))));
	19	+ const j = await r.json();
	20	+ all.push(...(j.models ?? []));
	21	+ pageToken = j.nextPageToken;
	22	+ } while (pageToken);
	23	+ writeFileSync("out/models.json", JSON.stringify(all, null, 2));
	24	+ console.log("model count", all.length);
	25	+ const keys = new Set<string>();
	26	+ for (const m of all) Object.keys(m).forEach((k) => keys.add(k));
	27	+ console.log("metadata fields seen:", [...keys].join(", "));
	28	+ for (const m of all) {
	29	+ console.log(
	30	+ m.name.replace("models/", "").padEnd(48),
	31	+ String(m.inputTokenLimit).padStart(8),
	32	+ String(m.outputTokenLimit).padStart(7),
	33	+ (m.thinking ? "think" : " "),
	34	+ (m.supportedGenerationMethods ?? []).join("\|"),
	35	+ `T=${m.temperature ?? "-"}/${m.maxTemperature ?? "-"} P=${m.topP ?? "-"} K=${m.topK ?? "-"}`,
	36	+ );
	37	+ }
	38	+ // SDK
	39	+ const ai = new GoogleGenAI({ apiKey: key });
	40	+ const pager = await ai.models.list({ config: { pageSize: 5 } });
	41	+ let n = 0;
	42	+ for await (const m of pager) { n++; if (n === 1) console.log("SDK first model sample:", JSON.stringify(m)); if (n >= 5) break; }
	43	+}
	44	+main().catch((e) => { console.error("ERR", e?.message ?? e); process.exit(1); });

added research/gemini/01-basic-stream.ts +83 −0

		`@@ -0,0 +1,83 @@`
	1	+// Probe 01: per model — (a) tiny generateContent with systemInstruction, (b) generateContentStream chunk shape,
	2	+// usage arrival pattern, part.thought flag, finishReason, modelVersion. Also raw REST SSE for one model.
	3	+import { ai, MODELS, KEY, SUFFIX, save, errInfo, shortText, withRetry, sleep, PACE_MS } from "./lib.js";
	4	+
	5	+const results: any = {};
	6	+
	7	+for (const model of MODELS) {
	8	+ const r: any = (results[model] = {});
	9	+ // (a) + (i) non-streaming with systemInstruction
	10	+ try {
	11	+ const res = await withRetry(() => ai.models.generateContent({
	12	+ model,
	13	+ contents: "Reply with exactly one word: what colour is the sky on a clear day?",
	14	+ config: { systemInstruction: "You are terse. Always answer in UPPERCASE.", maxOutputTokens: 400 },
	15	+ }));
	16	+ r.generate = {
	17	+ ok: true,
	18	+ text: shortText(res),
	19	+ modelVersion: res.modelVersion,
	20	+ responseId: res.responseId,
	21	+ finishReason: res.candidates?.[0]?.finishReason,
	22	+ partKeys: res.candidates?.[0]?.content?.parts?.map((p: any) => Object.keys(p)),
	23	+ role: res.candidates?.[0]?.content?.role,
	24	+ usage: res.usageMetadata,
	25	+ topLevelKeys: Object.keys(res).filter((k) => !k.startsWith("_")),
	26	+ };
	27	+ } catch (e) {
	28	+ r.generate = { ok: false, error: errInfo(e) };
	29	+ }
	30	+
	31	+ // (b) streaming
	32	+ try {
	33	+ await sleep(PACE_MS);
	34	+ const stream = await withRetry(() => ai.models.generateContentStream({
	35	+ model,
	36	+ contents: "Count from 1 to 12 separated by spaces, then say DONE.",
	37	+ config: { maxOutputTokens: 2000, thinkingConfig: { includeThoughts: true } },
	38	+ }));
	39	+ const chunks: any[] = [];
	40	+ for await (const c of stream) {
	41	+ chunks.push({
	42	+ parts: c.candidates?.[0]?.content?.parts?.map((p: any) => ({
	43	+ keys: Object.keys(p), thought: p.thought ?? undefined, textLen: p.text?.length, hasSig: !!p.thoughtSignature,
	44	+ })),
	45	+ role: c.candidates?.[0]?.content?.role,
	46	+ finishReason: c.candidates?.[0]?.finishReason,
	47	+ usage: c.usageMetadata,
	48	+ modelVersion: c.modelVersion,
	49	+ responseId: c.responseId,
	50	+ keys: Object.keys(c).filter((k) => !k.startsWith("_") && (c as any)[k] !== undefined),
	51	+ });
	52	+ }
	53	+ r.stream = {
	54	+ ok: true,
	55	+ chunkCount: chunks.length,
	56	+ usageOnChunks: chunks.map((c) => (c.usage ? (c.usage.candidatesTokenCount != null ? "full" : "partial") : "none")),
	57	+ thoughtChunks: chunks.filter((c) => c.parts?.some((p: any) => p.thought)).length,
	58	+ lastUsage: chunks.at(-1)?.usage,
	59	+ finishReasons: chunks.map((c) => c.finishReason ?? null),
	60	+ sampleFirst: chunks[0],
	61	+ sampleLast: chunks.at(-1),
	62	+ };
	63	+ } catch (e) {
	64	+ r.stream = { ok: false, error: errInfo(e) };
	65	+ }
	66	+ await sleep(PACE_MS);
	67	+ console.log(model, JSON.stringify({ gen: r.generate.ok ? r.generate.text : r.generate.error, stream: r.stream.ok ? { n: r.stream.chunkCount, usage: r.stream.usageOnChunks, thoughts: r.stream.thoughtChunks } : r.stream.error }));
	68	+}
	69	+
	70	+// Raw REST SSE protocol sample (one model)
	71	+if (!process.argv[2]) {
	72	+ const model = "gemini-3.5-flash-lite";
	73	+ const res = await fetch(`https://generativelanguage.googleapis.com/v1beta/models/${model}:streamGenerateContent?alt=sse`, {
	74	+ method: "POST",
	75	+ headers: { "x-goog-api-key": KEY, "content-type": "application/json" },
	76	+ body: JSON.stringify({ contents: [{ role: "user", parts: [{ text: "Say hello in three words." }] }], generationConfig: { maxOutputTokens: 50, thinkingConfig: { thinkingBudget: 0 } } }),
	77	+ });
	78	+ const raw = await res.text();
	79	+ results.restSse = { status: res.status, contentType: res.headers.get("content-type"), rawFirst1200: raw.slice(0, 1200), eventCount: raw.split("\n\n").filter((s) => s.trim()).length };
	80	+ console.log("REST SSE", res.status, res.headers.get("content-type"), "events:", results.restSse.eventCount);
	81	+}
	82	+
	83	+save(`01-basic-stream${SUFFIX}.json`, results);

added research/gemini/02-params.ts +68 −0

		`@@ -0,0 +1,68 @@`
	1	+// Probe 02: generationConfig parameter acceptance matrix per model. One request per (model, param).
	2	+import { ai, MODELS, SUFFIX, save, errInfo, shortText, withRetry, sleep, PACE_MS } from "./lib.js";
	3	+
	4	+const schema = { type: "object", properties: { answer: { type: "string" } }, required: ["answer"] };
	5	+
	6	+const CASES: Record<string, Record<string, unknown>> = {
	7	+ temperature_0: { temperature: 0 },
	8	+ temperature_1_5: { temperature: 1.5 },
	9	+ temperature_2: { temperature: 2 },
	10	+ temperature_2_5_out_of_range: { temperature: 2.5 },
	11	+ topP_0_9: { topP: 0.9 },
	12	+ topK_40: { topK: 40 },
	13	+ seed_42: { seed: 42 },
	14	+ stopSequences: { stopSequences: ["DONE"] },
	15	+ frequencyPenalty_0_5: { frequencyPenalty: 0.5 },
	16	+ presencePenalty_0_5: { presencePenalty: 0.5 },
	17	+ candidateCount_2: { candidateCount: 2 },
	18	+ responseMimeType_json: { responseMimeType: "application/json" },
	19	+ responseSchema: { responseMimeType: "application/json", responseSchema: { type: "OBJECT", properties: { answer: { type: "STRING" } }, required: ["answer"] } },
	20	+ responseJsonSchema: { responseMimeType: "application/json", responseJsonSchema: schema },
	21	+ responseMimeType_enum: { responseMimeType: "text/x.enum", responseSchema: { type: "STRING", enum: ["red", "blue", "green"] } },
	22	+ thinkingBudget_0: { thinkingConfig: { thinkingBudget: 0 } },
	23	+ thinkingBudget_1024: { thinkingConfig: { thinkingBudget: 1024 } },
	24	+ thinkingBudget_minus1: { thinkingConfig: { thinkingBudget: -1 } },
	25	+ includeThoughts: { thinkingConfig: { includeThoughts: true } },
	26	+ thinkingLevel_minimal: { thinkingConfig: { thinkingLevel: "MINIMAL" } },
	27	+ thinkingLevel_low: { thinkingConfig: { thinkingLevel: "LOW" } },
	28	+ thinkingLevel_medium: { thinkingConfig: { thinkingLevel: "MEDIUM" } },
	29	+ thinkingLevel_high: { thinkingConfig: { thinkingLevel: "HIGH" } },
	30	+ thinkingLevel_and_budget: { thinkingConfig: { thinkingLevel: "LOW", thinkingBudget: 512 } },
	31	+ responseLogprobs: { responseLogprobs: true, logprobs: 2 },
	32	+};
	33	+
	34	+const only = MODELS;
	35	+const onlyCases = process.argv[3] ? new Set(process.argv[3].split(",")) : null;
	36	+const results: any = {};
	37	+
	38	+for (const model of only) {
	39	+ results[model] = {};
	40	+ for (const [name, cfg] of Object.entries(CASES)) {
	41	+ if (onlyCases && !onlyCases.has(name)) continue;
	42	+ const t0 = Date.now();
	43	+ try {
	44	+ const res = await withRetry(() => ai.models.generateContent({
	45	+ model,
	46	+ contents: name.startsWith("responseMimeType_enum") ? "Which colour is the sky? Answer with one of the enum values." : "Answer in <= 5 words: what is 2+2? Then write DONE.",
	47	+ config: { maxOutputTokens: 1500, ...cfg } as any,
	48	+ }));
	49	+ const usage = res.usageMetadata ?? {};
	50	+ results[model][name] = {
	51	+ ok: true,
	52	+ text: shortText(res),
	53	+ finishReason: res.candidates?.[0]?.finishReason,
	54	+ thoughtsTokenCount: usage.thoughtsTokenCount ?? 0,
	55	+ candidatesTokenCount: usage.candidatesTokenCount,
	56	+ nCandidates: res.candidates?.length,
	57	+ hasThoughtParts: res.candidates?.[0]?.content?.parts?.some((p: any) => p.thought) ?? false,
	58	+ ms: Date.now() - t0,
	59	+ };
	60	+ } catch (e) {
	61	+ results[model][name] = { ok: false, error: errInfo(e), ms: Date.now() - t0 };
	62	+ }
	63	+ await sleep(PACE_MS);
	64	+ const r = results[model][name];
	65	+ console.log(model.padEnd(24), name.padEnd(30), r.ok ? `OK thoughts=${r.thoughtsTokenCount} fin=${r.finishReason} "${r.text.slice(0, 40).replace(/\n/g, " ")}"` : `FAIL ${r.error.httpStatus} ${r.error.status}: ${r.error.message.slice(0, 160)}`);
	66	+ }
	67	+}
	68	+save(`02-params${SUFFIX}${onlyCases ? "-subset-" + Date.now() : ""}.json`, results);

added research/gemini/03-tools.ts +107 −0

		`@@ -0,0 +1,107 @@`
	1	+// Probe 03: per model — (d) function-calling round trip with streaming, (e) structured output via responseJsonSchema.
	2	+// Plus (h) googleSearch grounding and code execution on selected models.
	3	+import { ai, MODELS, SUFFIX, save, errInfo, shortText, withRetry, sleep, PACE_MS } from "./lib.js";
	4	+
	5	+const results: any = {};
	6	+const weatherTool = {
	7	+ functionDeclarations: [{
	8	+ name: "get_weather",
	9	+ description: "Get the current weather for a city.",
	10	+ parametersJsonSchema: { type: "object", properties: { city: { type: "string" }, unit: { type: "string", enum: ["C", "F"] } }, required: ["city"] },
	11	+ }],
	12	+};
	13	+
	14	+for (const model of MODELS) {
	15	+ const r: any = (results[model] = {});
	16	+
	17	+ // (d) function calling, streaming, then send functionResponse
	18	+ try {
	19	+ const contents: any[] = [{ role: "user", parts: [{ text: "What is the weather in Montreal right now? Use the tool." }] }];
	20	+ const stream = await withRetry(() => ai.models.generateContentStream({ model, contents, config: { tools: [weatherTool], maxOutputTokens: 2000 } }));
	21	+ const chunks: any[] = [];
	22	+ let modelParts: any[] = [];
	23	+ for await (const c of stream) {
	24	+ const parts = c.candidates?.[0]?.content?.parts ?? [];
	25	+ chunks.push({ parts: parts.map((p: any) => ({ keys: Object.keys(p), fc: p.functionCall, thought: p.thought, sig: p.thoughtSignature ? `${p.thoughtSignature.length} chars` : undefined })), finishReason: c.candidates?.[0]?.finishReason, usage: c.usageMetadata ? Object.keys(c.usageMetadata) : null });
	26	+ modelParts.push(...parts);
	27	+ }
	28	+ const fcParts = modelParts.filter((p) => p.functionCall);
	29	+ r.functionCall = { ok: true, chunkCount: chunks.length, chunks, functionCalls: fcParts.map((p) => p.functionCall), sigOnFcPart: fcParts.map((p) => !!p.thoughtSignature) };
	30	+ if (fcParts.length) {
	31	+ // Round trip: append model content (with thoughtSignature preserved) and functionResponse parts
	32	+ contents.push({ role: "model", parts: modelParts });
	33	+ contents.push({
	34	+ role: "user",
	35	+ parts: fcParts.map((p) => ({ functionResponse: { name: p.functionCall.name, id: p.functionCall.id, response: { temperatureC: 21, condition: "sunny" } } })),
	36	+ });
	37	+ await sleep(PACE_MS);
	38	+ const res2 = await withRetry(() => ai.models.generateContent({ model, contents, config: { tools: [weatherTool], maxOutputTokens: 2000 } }));
	39	+ r.functionCall.roundTrip = { text: shortText(res2), finishReason: res2.candidates?.[0]?.finishReason, usage: res2.usageMetadata };
	40	+ }
	41	+ } catch (e) {
	42	+ r.functionCall = { ok: false, error: errInfo(e) };
	43	+ }
	44	+
	45	+ // (e) structured output responseJsonSchema
	46	+ try {
	47	+ await sleep(PACE_MS);
	48	+ const res = await withRetry(() => ai.models.generateContent({
	49	+ model,
	50	+ contents: "Extract: 'Alice is 30 and lives in Paris.'",
	51	+ config: {
	52	+ maxOutputTokens: 2000,
	53	+ responseMimeType: "application/json",
	54	+ responseJsonSchema: { type: "object", properties: { name: { type: "string" }, age: { type: "integer" }, city: { type: "string" } }, required: ["name", "age", "city"], additionalProperties: false },
	55	+ },
	56	+ }));
	57	+ const txt = shortText(res);
	58	+ let parsed: any = null; try { parsed = JSON.parse(res.candidates?.[0]?.content?.parts?.filter((p: any) => !p.thought).map((p: any) => p.text).join("") ?? ""); } catch {}
	59	+ r.structured = { ok: true, text: txt, parsedOk: !!parsed, parsed, finishReason: res.candidates?.[0]?.finishReason };
	60	+ } catch (e) {
	61	+ r.structured = { ok: false, error: errInfo(e) };
	62	+ }
	63	+ await sleep(PACE_MS);
	64	+ console.log(model, "fc:", r.functionCall.ok ? `${r.functionCall.functionCalls.length} call(s) chunks=${r.functionCall.chunkCount} rt="${r.functionCall.roundTrip?.text?.slice(0, 50)}"` : r.functionCall.error.message.slice(0, 200), "\| structured:", r.structured.ok ? r.structured.text.slice(0, 80) : r.structured.error.message.slice(0, 200));
	65	+}
	66	+
	67	+const EXTRAS = process.argv[3] === "extras";
	68	+// (h) Google Search grounding (3.x models; 2.5 is 404 for this key)
	69	+for (const model of EXTRAS ? [MODELS[0]] : []) {
	70	+ await sleep(PACE_MS);
	71	+ try {
	72	+ const res = await withRetry(() => ai.models.generateContent({ model, contents: "Who won the most recent FIFA World Cup final and what was the score? One sentence.", config: { tools: [{ googleSearch: {} }], maxOutputTokens: 3000 } }));
	73	+ const gm: any = res.candidates?.[0]?.groundingMetadata;
	74	+ results[`search:${model}`] = {
	75	+ ok: true, text: shortText(res),
	76	+ groundingMetadataKeys: gm ? Object.keys(gm) : null,
	77	+ webSearchQueries: gm?.webSearchQueries,
	78	+ groundingChunksSample: gm?.groundingChunks?.slice(0, 2),
	79	+ groundingSupportsSample: gm?.groundingSupports?.slice(0, 2),
	80	+ searchEntryPointKeys: gm?.searchEntryPoint ? Object.keys(gm.searchEntryPoint) : null,
	81	+ renderedContentLen: gm?.searchEntryPoint?.renderedContent?.length,
	82	+ usage: res.usageMetadata,
	83	+ partKeys: res.candidates?.[0]?.content?.parts?.map((p: any) => Object.keys(p)),
	84	+ };
	85	+ } catch (e) { results[`search:${model}`] = { ok: false, error: errInfo(e) }; }
	86	+ console.log("search", model, JSON.stringify(results[`search:${model}`]).slice(0, 300));
	87	+}
	88	+
	89	+// Code execution on one model
	90	+if (EXTRAS) try {
	91	+ await sleep(PACE_MS);
	92	+ const res = await withRetry(() => ai.models.generateContent({ model: MODELS[0], contents: "Compute the 30th Fibonacci number with Python and report it.", config: { tools: [{ codeExecution: {} }], maxOutputTokens: 3000 } }));
	93	+ results[`codeExecution:${MODELS[0]}`] = { ok: true, parts: res.candidates?.[0]?.content?.parts?.map((p: any) => ({ keys: Object.keys(p), executableCode: p.executableCode, codeExecutionResult: p.codeExecutionResult, text: p.text?.slice(0, 100) })), usage: res.usageMetadata };
	94	+} catch (e) { results[`codeExecution:${MODELS[0]}`] = { ok: false, error: errInfo(e) }; }
	95	+if (EXTRAS) console.log("codeExec", JSON.stringify(results[`codeExecution:${MODELS[0]}`]).slice(0, 400));
	96	+
	97	+// toolConfig mode ANY (+ streamFunctionCallArguments is Vertex-only: SDK throws before sending) on 3.8
	98	+if (EXTRAS) try {
	99	+ await sleep(PACE_MS);
	100	+ const stream = await withRetry(() => ai.models.generateContentStream({ model: MODELS[0], contents: "Weather in Quebec City?", config: { tools: [weatherTool], toolConfig: { functionCallingConfig: { mode: "ANY" as any, allowedFunctionNames: ["get_weather"] } }, maxOutputTokens: 2000 } }));
	101	+ const chunks: any[] = [];
	102	+ for await (const c of stream) chunks.push(c.candidates?.[0]?.content?.parts);
	103	+ results[`fcModeAny:${MODELS[0]}`] = { ok: true, chunks };
	104	+} catch (e) { results[`fcModeAny:${MODELS[0]}`] = { ok: false, error: errInfo(e) }; }
	105	+if (EXTRAS) console.log("fcAny", JSON.stringify(results[`fcModeAny:${MODELS[0]}`]).slice(0, 500));
	106	+
	107	+save(`03-tools${SUFFIX}.json`, results);

added research/gemini/04-vision.ts +36 −0

		`@@ -0,0 +1,36 @@`
	1	+// Probe 04: (f) vision with a tiny inline base64 PNG (2x2, generated in node), per model.
	2	+import { deflateSync } from "node:zlib";
	3	+import { ai, MODELS, SUFFIX, save, errInfo, shortText, withRetry, sleep, PACE_MS } from "./lib.js";
	4	+
	5	+function crc32(buf: Buffer) {
	6	+ let c, crc = 0xffffffff;
	7	+ for (let n = 0; n < buf.length; n++) { c = (crc ^ buf[n]) & 0xff; for (let k = 0; k < 8; k++) c = c & 1 ? 0xedb88320 ^ (c >>> 1) : c >>> 1; crc = (crc >>> 8) ^ c; }
	8	+ return (crc ^ 0xffffffff) >>> 0;
	9	+}
	10	+function chunk(type: string, data: Buffer) {
	11	+ const len = Buffer.alloc(4); len.writeUInt32BE(data.length);
	12	+ const td = Buffer.concat([Buffer.from(type, "ascii"), data]);
	13	+ const crc = Buffer.alloc(4); crc.writeUInt32BE(crc32(td));
	14	+ return Buffer.concat([len, td, crc]);
	15	+}
	16	+// 2x2 RGB: red, green / blue, white
	17	+const ihdr = Buffer.alloc(13); ihdr.writeUInt32BE(2, 0); ihdr.writeUInt32BE(2, 4); ihdr[8] = 8; ihdr[9] = 2; ihdr[10] = 0; ihdr[11] = 0; ihdr[12] = 0;
	18	+const raw = Buffer.from([0, 255, 0, 0, 0, 255, 0, 0, 0, 0, 255, 255, 255, 255]);
	19	+const png = Buffer.concat([Buffer.from([0x89, 0x50, 0x4e, 0x47, 0x0d, 0x0a, 0x1a, 0x0a]), chunk("IHDR", ihdr), chunk("IDAT", deflateSync(raw)), chunk("IEND", Buffer.alloc(0))]);
	20	+const b64 = png.toString("base64");
	21	+console.log("png bytes", png.length, "b64", b64);
	22	+
	23	+const results: any = {};
	24	+for (const model of MODELS) {
	25	+ try {
	26	+ const res = await withRetry(() => ai.models.generateContent({
	27	+ model,
	28	+ contents: [{ role: "user", parts: [{ inlineData: { mimeType: "image/png", data: b64 } }, { text: "This is a tiny 2x2 pixel image. List the colours you can identify, comma-separated." }] }],
	29	+ config: { maxOutputTokens: 1500 },
	30	+ }));
	31	+ results[model] = { ok: true, text: shortText(res), usage: res.usageMetadata, finishReason: res.candidates?.[0]?.finishReason };
	32	+ } catch (e) { results[model] = { ok: false, error: errInfo(e) }; }
	33	+ await sleep(PACE_MS);
	34	+ console.log(model.padEnd(24), results[model].ok ? `OK "${results[model].text.slice(0, 60)}" promptTokens=${results[model].usage?.promptTokenCount} details=${JSON.stringify(results[model].usage?.promptTokensDetails)}` : `FAIL ${results[model].error.message.slice(0, 200)}`);
	35	+}
	36	+save(`04-vision${SUFFIX}.json`, results);

added research/gemini/05-errors-misc.ts +104 −0

		`@@ -0,0 +1,104 @@`
	1	+// Probe 05: (g) invalid key (SDK + REST), unknown model 404, bad param 400 raw body, countTokens, chats helper,
	2	+// Authorization: Bearer test, v1 vs v1beta, models.get, explicit cache creation minimum error, and the Interactions API surface.
	3	+import { GoogleGenAI } from "@google/genai";
	4	+import { ai, KEY, save, errInfo } from "./lib.js";
	5	+
	6	+const results: any = {};
	7	+const BASE = "https://generativelanguage.googleapis.com";
	8	+
	9	+// (g) invalid key — REST
	10	+{
	11	+ const r = await fetch(`${BASE}/v1beta/models/gemini-2.5-flash:generateContent`, { method: "POST", headers: { "x-goog-api-key": "AQ.invalid-key-for-probe", "content-type": "application/json" }, body: JSON.stringify({ contents: [{ parts: [{ text: "hi" }] }] }) });
	12	+ results.invalidKeyRest = { status: r.status, body: await r.json(), wwwAuthenticate: r.headers.get("www-authenticate") };
	13	+ console.log("invalid key REST", r.status, JSON.stringify(results.invalidKeyRest.body).slice(0, 400));
	14	+}
	15	+// (g) invalid key — SDK
	16	+try {
	17	+ const bad = new GoogleGenAI({ apiKey: "AQ.invalid-key-for-probe" });
	18	+ await bad.models.generateContent({ model: "gemini-2.5-flash", contents: "hi", config: { maxOutputTokens: 5 } });
	19	+} catch (e: any) { results.invalidKeySdk = { ...errInfo(e), rawMessage: String(e?.message).slice(0, 500), ctor: e?.constructor?.name }; console.log("invalid key SDK", JSON.stringify(results.invalidKeySdk).slice(0, 400)); }
	20	+
	21	+// Bearer auth (does Authorization: Bearer <api key> work?)
	22	+{
	23	+ const r = await fetch(`${BASE}/v1beta/models?pageSize=1`, { headers: { authorization: `Bearer ${KEY}` } });
	24	+ results.bearerAuth = { status: r.status, body: r.status !== 200 ? await r.json() : "(ok)" };
	25	+ console.log("bearer", r.status, JSON.stringify(results.bearerAuth.body).slice(0, 300));
	26	+}
	27	+// ?key= query param
	28	+{
	29	+ const r = await fetch(`${BASE}/v1beta/models?pageSize=1&key=${encodeURIComponent(KEY)}`);
	30	+ results.keyQueryParam = { status: r.status };
	31	+ console.log("?key=", r.status);
	32	+}
	33	+// Unknown model
	34	+try { await ai.models.generateContent({ model: "gemini-9-ultra", contents: "hi" }); } catch (e) { results.unknownModel = errInfo(e); console.log("unknown model", JSON.stringify(results.unknownModel).slice(0, 400)); }
	35	+// Raw 400 error body
	36	+{
	37	+ const r = await fetch(`${BASE}/v1beta/models/gemini-2.5-flash:generateContent`, { method: "POST", headers: { "x-goog-api-key": KEY, "content-type": "application/json" }, body: JSON.stringify({ contents: [{ parts: [{ text: "hi" }] }], generationConfig: { temperature: 5 } }) });
	38	+ results.raw400 = { status: r.status, body: await r.json() };
	39	+ console.log("raw 400", JSON.stringify(results.raw400).slice(0, 500));
	40	+}
	41	+// Streaming error (bad param) via SSE: does the error come as HTTP status or as an SSE event?
	42	+{
	43	+ const r = await fetch(`${BASE}/v1beta/models/gemini-2.5-flash:streamGenerateContent?alt=sse`, { method: "POST", headers: { "x-goog-api-key": KEY, "content-type": "application/json" }, body: JSON.stringify({ contents: [{ parts: [{ text: "hi" }] }], generationConfig: { temperature: 5 } }) });
	44	+ results.streamError = { status: r.status, contentType: r.headers.get("content-type"), body: (await r.text()).slice(0, 500) };
	45	+ console.log("stream error", results.streamError.status, results.streamError.contentType);
	46	+}
	47	+// countTokens
	48	+try {
	49	+ const c = await ai.models.countTokens({ model: "gemini-3.8-flash", contents: "The quick brown fox jumps over the lazy dog." });
	50	+ results.countTokens = c; console.log("countTokens", JSON.stringify(c));
	51	+} catch (e) { results.countTokens = errInfo(e); console.log("countTokens ERR", JSON.stringify(results.countTokens)); }
	52	+// countTokens with systemInstruction + tools via REST generateContentRequest
	53	+{
	54	+ const r = await fetch(`${BASE}/v1beta/models/gemini-3.8-flash:countTokens`, { method: "POST", headers: { "x-goog-api-key": KEY, "content-type": "application/json" }, body: JSON.stringify({ generateContentRequest: { model: "models/gemini-3.8-flash", contents: [{ role: "user", parts: [{ text: "The quick brown fox jumps over the lazy dog." }] }], systemInstruction: { parts: [{ text: "You are a helpful assistant that answers briefly." }] }, tools: [{ functionDeclarations: [{ name: "f", description: "A function", parameters: { type: "OBJECT", properties: { a: { type: "STRING" } } } }] }] } }) });
	55	+ results.countTokensFull = { status: r.status, body: await r.json() };
	56	+ console.log("countTokens full", JSON.stringify(results.countTokensFull));
	57	+}
	58	+// models.get
	59	+try { const m = await ai.models.get({ model: "gemini-3.8-flash" }); results.modelsGet = m; console.log("models.get", JSON.stringify(m).slice(0, 400)); } catch (e) { results.modelsGet = errInfo(e); }
	60	+// v1 API version: does gemini-3.8-flash exist on v1? does thinkingConfig work there?
	61	+try {
	62	+ const v1 = new GoogleGenAI({ apiKey: KEY, httpOptions: { apiVersion: "v1" } });
	63	+ const res = await v1.models.generateContent({ model: "gemini-3.8-flash", contents: "Say hi", config: { maxOutputTokens: 50, thinkingConfig: { thinkingLevel: "LOW" as any } } });
	64	+ results.v1 = { ok: true, text: res.text, modelVersion: res.modelVersion };
	65	+} catch (e) { results.v1 = { ok: false, error: errInfo(e) }; }
	66	+console.log("v1", JSON.stringify(results.v1).slice(0, 300));
	67	+// chats helper (client-side history)
	68	+try {
	69	+ const chat = ai.chats.create({ model: "gemini-2.5-flash-lite", config: { maxOutputTokens: 60, thinkingConfig: { thinkingBudget: 0 } } });
	70	+ await chat.sendMessage({ message: "My name is Simon. Reply OK." });
	71	+ const r2 = await chat.sendMessage({ message: "What is my name? One word." });
	72	+ results.chats = { ok: true, text: r2.text, historyLen: chat.getHistory().length, historyRoles: chat.getHistory().map((c) => c.role) };
	73	+} catch (e) { results.chats = { ok: false, error: errInfo(e) }; }
	74	+console.log("chats", JSON.stringify(results.chats));
	75	+// explicit cache: small content should fail with minimum-token error → record exact message
	76	+try {
	77	+ const c = await ai.caches.create({ model: "gemini-2.5-flash", config: { contents: [{ role: "user", parts: [{ text: "short" }] }], ttl: "60s" } });
	78	+ results.cacheCreate = { ok: true, name: c.name }; await ai.caches.delete({ name: c.name! });
	79	+} catch (e) { results.cacheCreate = { ok: false, error: errInfo(e) }; }
	80	+console.log("cache", JSON.stringify(results.cacheCreate).slice(0, 400));
	81	+// Interactions API (new recommended surface) — does the SDK expose it, and does it work with this key?
	82	+try {
	83	+ const anyAi: any = ai;
	84	+ results.interactionsExposed = typeof anyAi.interactions?.create === "function";
	85	+ if (results.interactionsExposed) {
	86	+ const it = await anyAi.interactions.create({ model: "gemini-3.8-flash", input: "Say hi in two words.", generation_config: { thinking_level: "low", max_output_tokens: 50 }, store: false });
	87	+ results.interactions = { ok: true, keys: Object.keys(it), output_text: it.output_text, usage: it.usage, stepsTypes: (it.steps ?? it.outputs ?? []).map((s: any) => s.type) };
	88	+ }
	89	+} catch (e) { results.interactions = { ok: false, error: errInfo(e), raw: String((e as any)?.message).slice(0, 300) }; }
	90	+console.log("interactions", JSON.stringify(results.interactions).slice(0, 500));
	91	+// Safety settings accepted?
	92	+try {
	93	+ const res = await ai.models.generateContent({ model: "gemini-2.5-flash-lite", contents: "Say hi", config: { maxOutputTokens: 20, thinkingConfig: { thinkingBudget: 0 }, safetySettings: [{ category: "HARM_CATEGORY_HARASSMENT" as any, threshold: "BLOCK_NONE" as any }, { category: "HARM_CATEGORY_HATE_SPEECH" as any, threshold: "OFF" as any }] } });
	94	+ results.safety = { ok: true, text: res.text, safetyRatings: res.candidates?.[0]?.safetyRatings ?? null, promptFeedback: res.promptFeedback ?? null };
	95	+} catch (e) { results.safety = { ok: false, error: errInfo(e) }; }
	96	+console.log("safety", JSON.stringify(results.safety).slice(0, 300));
	97	+// Response headers on a normal request (rate-limit headers?)
	98	+{
	99	+ const r = await fetch(`${BASE}/v1beta/models/gemini-2.5-flash-lite:generateContent`, { method: "POST", headers: { "x-goog-api-key": KEY, "content-type": "application/json" }, body: JSON.stringify({ contents: [{ parts: [{ text: "hi" }] }], generationConfig: { maxOutputTokens: 5, thinkingConfig: { thinkingBudget: 0 } } }) });
	100	+ results.responseHeaders = Object.fromEntries([...r.headers.entries()]);
	101	+ await r.text();
	102	+ console.log("headers", JSON.stringify(results.responseHeaders));
	103	+}
	104	+save("05-errors-misc.json", results);

added research/gemini/06-availability.ts +26 −0

		`@@ -0,0 +1,26 @@`
	1	+// Probe 06: which generateContent-capable text models actually answer with this (free-tier) key?
	2	+// One tiny request per model, serial and paced. Classifies: ok / 404 gone / 429 free-tier-zero / other.
	3	+import { readFileSync } from "node:fs";
	4	+import { ai, save, errInfo, quotaKind, sleep, PACE_MS, shortText } from "./lib.js";
	5	+
	6	+const models: any[] = JSON.parse(readFileSync("out/models.json", "utf8"));
	7	+const skip = /embedding\|veo\|lyria\|tts\|image\|aqa\|transcribe\|live\|native-audio\|robotics\|computer-use\|deep-research\|antigravity\|nano-banana/;
	8	+const targets = models.filter((m) => m.supportedGenerationMethods?.includes("generateContent") && !skip.test(m.name)).map((m) => m.name.replace("models/", ""));
	9	+console.log("targets:", targets.join(", "));
	10	+
	11	+const results: any = {};
	12	+for (const model of targets) {
	13	+ const t0 = Date.now();
	14	+ try {
	15	+ const res = await ai.models.generateContent({ model, contents: "Reply with the single word: pong", config: { maxOutputTokens: 100 } });
	16	+ results[model] = { status: "ok", text: shortText(res), modelVersion: res.modelVersion, usage: res.usageMetadata, finishReason: res.candidates?.[0]?.finishReason, ms: Date.now() - t0 };
	17	+ } catch (e) {
	18	+ const info = errInfo(e);
	19	+ const kind = quotaKind(e);
	20	+ results[model] = { status: info.httpStatus === 404 ? "gone-404" : kind === "day" ? "free-tier-zero-429" : `error-${info.httpStatus}`, error: info, ms: Date.now() - t0 };
	21	+ }
	22	+ const r = results[model];
	23	+ console.log(model.padEnd(36), r.status.padEnd(20), r.status === "ok" ? `"${r.text}" v=${r.modelVersion} thoughts=${r.usage?.thoughtsTokenCount ?? 0}` : r.error.message.slice(0, 110).replace(/\n/g, " "));
	24	+ await sleep(1500);
	25	+}
	26	+save("06-availability.json", results);

added research/gemini/07-signature.ts +47 −0

		`@@ -0,0 +1,47 @@`
	1	+// Probe 07: thought-signature strictness on function calling (Gemini 3.x).
	2	+// 1) get a functionCall (records whether thoughtSignature is on the functionCall part)
	3	+// 2) send functionResponse WITHOUT echoing the signature → record exact error (if any)
	4	+// 3) send with the real signature → OK? 4) send with dummy "skip_thought_signature_validator" → OK?
	5	+// 5) multi-turn text-only without echoing signature → OK? (signatures on text parts are optional per docs)
	6	+import { ai, MODELS, SUFFIX, save, errInfo, shortText, withRetry, sleep, PACE_MS } from "./lib.js";
	7	+
	8	+const model = MODELS[0];
	9	+const tool = { functionDeclarations: [{ name: "get_weather", description: "Get weather for a city.", parametersJsonSchema: { type: "object", properties: { city: { type: "string" } }, required: ["city"] } }] };
	10	+const results: any = { model };
	11	+
	12	+const first = await withRetry(() => ai.models.generateContent({ model, contents: [{ role: "user", parts: [{ text: "Weather in Montreal? Use the tool." }] }], config: { tools: [tool], maxOutputTokens: 2000 } }));
	13	+const parts: any[] = first.candidates?.[0]?.content?.parts ?? [];
	14	+results.firstTurnParts = parts.map((p) => ({ keys: Object.keys(p), fc: p.functionCall, sigLen: p.thoughtSignature?.length }));
	15	+console.log("first turn parts", JSON.stringify(results.firstTurnParts));
	16	+const fc = parts.find((p) => p.functionCall);
	17	+if (!fc) { console.log("no function call; abort"); save(`07-signature${SUFFIX}.json`, results); process.exit(0); }
	18	+
	19	+async function roundTrip(label: string, modelParts: any[]) {
	20	+ await sleep(PACE_MS);
	21	+ const contents = [
	22	+ { role: "user", parts: [{ text: "Weather in Montreal? Use the tool." }] },
	23	+ { role: "model", parts: modelParts },
	24	+ { role: "user", parts: [{ functionResponse: { name: fc.functionCall.name, id: fc.functionCall.id, response: { temperatureC: 21, condition: "sunny" } } }] },
	25	+ ];
	26	+ try {
	27	+ const r = await withRetry(() => ai.models.generateContent({ model, contents, config: { tools: [tool], maxOutputTokens: 2000 } }));
	28	+ results[label] = { ok: true, text: shortText(r), finishReason: r.candidates?.[0]?.finishReason };
	29	+ } catch (e) { results[label] = { ok: false, error: errInfo(e) }; }
	30	+ console.log(label, JSON.stringify(results[label]).slice(0, 400));
	31	+}
	32	+const stripSig = (p: any) => { const { thoughtSignature, ...rest } = p; return rest; };
	33	+await roundTrip("withSignature", parts);
	34	+await roundTrip("withoutSignature", parts.map(stripSig));
	35	+await roundTrip("dummySignature", parts.map((p) => (p.functionCall ? { ...stripSig(p), thoughtSignature: "skip_thought_signature_validator" } : stripSig(p))));
	36	+
	37	+// 5) text-only multi-turn without signatures
	38	+await sleep(PACE_MS);
	39	+try {
	40	+ const t1 = await withRetry(() => ai.models.generateContent({ model, contents: "Pick a random fruit and tell me only its name.", config: { maxOutputTokens: 1500 } }));
	41	+ const p1: any[] = (t1.candidates?.[0]?.content?.parts ?? []).map(stripSig);
	42	+ await sleep(PACE_MS);
	43	+ const t2 = await withRetry(() => ai.models.generateContent({ model, contents: [{ role: "user", parts: [{ text: "Pick a random fruit and tell me only its name." }] }, { role: "model", parts: p1 }, { role: "user", parts: [{ text: "What colour is it? One word." }] }], config: { maxOutputTokens: 1500 } }));
	44	+ results.textMultiTurnNoSig = { ok: true, fruit: shortText(t1), colour: shortText(t2), firstTurnHadSig: (t1.candidates?.[0]?.content?.parts ?? []).some((p: any) => p.thoughtSignature) };
	45	+} catch (e) { results.textMultiTurnNoSig = { ok: false, error: errInfo(e) }; }
	46	+console.log("textMultiTurnNoSig", JSON.stringify(results.textMultiTurnNoSig));
	47	+save(`07-signature${SUFFIX}.json`, results);

added research/gemini/08-rest-sse.ts +20 −0

		`@@ -0,0 +1,20 @@`
	1	+// Probe 08: raw REST streaming protocol (alt=sse) and the default (no alt) JSON-array streaming, on one model.
	2	+import { KEY, MODELS, save } from "./lib.js";
	3	+const model = MODELS[0];
	4	+const body = JSON.stringify({ contents: [{ role: "user", parts: [{ text: "Say hello in five words, then think of nothing else." }] }], generationConfig: { maxOutputTokens: 1500, thinkingConfig: { includeThoughts: true, thinkingLevel: "LOW" } } });
	5	+const results: any = { model };
	6	+{
	7	+ const res = await fetch(`https://generativelanguage.googleapis.com/v1beta/models/${model}:streamGenerateContent?alt=sse`, { method: "POST", headers: { "x-goog-api-key": KEY, "content-type": "application/json" }, body });
	8	+ const raw = await res.text();
	9	+ const events = raw.split("\n\n").filter((s) => s.trim());
	10	+ results.sse = { status: res.status, contentType: res.headers.get("content-type"), transferEncoding: res.headers.get("transfer-encoding"), eventCount: events.length, firstEventRaw: events[0]?.slice(0, 1500), lastEventRaw: events.at(-1)?.slice(0, 1500), linePrefixes: [...new Set(events.flatMap((e) => e.split("\n").map((l) => l.split(":")[0])))] };
	11	+ console.log("SSE", res.status, results.sse.contentType, "events", events.length, "prefixes", results.sse.linePrefixes);
	12	+ console.log(events[0]?.slice(0, 600));
	13	+}
	14	+{
	15	+ const res = await fetch(`https://generativelanguage.googleapis.com/v1beta/models/${model}:streamGenerateContent`, { method: "POST", headers: { "x-goog-api-key": KEY, "content-type": "application/json" }, body });
	16	+ const raw = await res.text();
	17	+ results.noAlt = { status: res.status, contentType: res.headers.get("content-type"), startsWith: raw.slice(0, 120), endsWith: raw.slice(-60) };
	18	+ console.log("no-alt", res.status, results.noAlt.contentType, JSON.stringify(results.noAlt.startsWith));
	19	+}
	20	+save(`08-rest-sse-${model}.json`, results);

added research/gemini/lib.ts +89 −0

		`@@ -0,0 +1,89 @@`
	1	+// Shared helpers for the Gemini probes. No secrets here: the key comes from env GOOGLE_GEMINI_API_KEY.
	2	+import { GoogleGenAI } from "@google/genai";
	3	+import { mkdirSync, writeFileSync } from "node:fs";
	4	+
	5	+export const KEY = process.env.GOOGLE_GEMINI_API_KEY ?? "";
	6	+if (!KEY) throw new Error("GOOGLE_GEMINI_API_KEY missing (set -a; . ../../.env; set +a)");
	7	+
	8	+export const ai = new GoogleGenAI({ apiKey: KEY, httpOptions: { timeout: 120_000 } });
	9	+
	10	+// Requested set was 3.8-flash, 3.5-flash, 3.1-pro-preview, 2.5-flash, 2.5-pro, omni — but with this free-tier key
	11	+// 2.5-* return 404 "no longer available to new users" and 3.1-pro / omni have free-tier quota 0 (see out/06-availability.json).
	12	+// Default probe set = accessible models; override with argv[2] = comma-separated ids.
	13	+export const DEFAULT_MODELS = [
	14	+ "gemini-3.8-flash",
	15	+ "gemini-3.5-flash",
	16	+ "gemini-3.5-flash-lite",
	17	+ "gemini-3.1-flash-lite",
	18	+ "gemini-3-flash-preview",
	19	+ "gemma-4-31b-it",
	20	+];
	21	+export const MODELS = process.argv[2] ? process.argv[2].split(",") : DEFAULT_MODELS;
	22	+export const SUFFIX = process.argv[2] ? "-" + process.argv[2].replace(/[^a-z0-9.-]/gi, "_") : "";
	23	+
	24	+mkdirSync("out", { recursive: true });
	25	+
	26	+export function save(name: string, data: unknown) {
	27	+ writeFileSync(`out/${name}`, JSON.stringify(data, redact, 2));
	28	+}
	29	+
	30	+// Never let a key leak into saved output.
	31	+function redact(_k: string, v: unknown) {
	32	+ if (typeof v === "string" && KEY && v.includes(KEY)) return v.replaceAll(KEY, "[REDACTED]");
	33	+ return v;
	34	+}
	35	+
	36	+export function errInfo(e: any) {
	37	+ // SDK throws ApiError {name, message, status}. message is usually the JSON error body as string.
	38	+ let parsed: any = null;
	39	+ const m: string = e?.message ?? String(e);
	40	+ try { parsed = JSON.parse(m); } catch { /* not json */ }
	41	+ const inner = parsed?.error ?? parsed;
	42	+ return {
	43	+ name: e?.name,
	44	+ httpStatus: e?.status ?? inner?.code ?? null,
	45	+ status: inner?.status ?? null,
	46	+ message: (inner?.message ?? m).slice(0, 400),
	47	+ details: inner?.details ?? null,
	48	+ };
	49	+}
	50	+
	51	+export const sleep = (ms: number) => new Promise((r) => setTimeout(r, ms));
	52	+
	53	+/** Classify a 429: per-minute quota → retryable; per-day / limit 0 → give up for this model. */
	54	+export function quotaKind(e: any): "minute" \| "day" \| "other" {
	55	+ const info = errInfo(e);
	56	+ if (info.httpStatus !== 429) return "other";
	57	+ const q = (info.details ?? []).find((d: any) => String(d["@type"]).includes("QuotaFailure"));
	58	+ const ids: string[] = (q?.violations ?? []).map((v: any) => v.quotaId);
	59	+ if (ids.some((i) => /PerDay/.test(i))) return "day";
	60	+ if (ids.some((i) => /PerMinute/.test(i))) return "minute";
	61	+ return "other";
	62	+}
	63	+
	64	+/** Retry on per-minute 429 (honouring RetryInfo.retryDelay) and on 503 high demand; max `tries`. */
	65	+export async function withRetry<T>(fn: () => Promise<T>, tries = 4): Promise<T> {
	66	+ let last: any;
	67	+ for (let i = 0; i < tries; i++) {
	68	+ try { return await fn(); } catch (e: any) {
	69	+ last = e;
	70	+ const info = errInfo(e);
	71	+ const kind = quotaKind(e);
	72	+ if (kind === "minute" \|\| info.httpStatus === 503) {
	73	+ const ri = (info.details ?? []).find((d: any) => String(d["@type"]).includes("RetryInfo"));
	74	+ const secs = ri?.retryDelay ? parseInt(String(ri.retryDelay)) + 2 : 20;
	75	+ console.log(` ..${info.httpStatus} (${kind}); waiting ${secs}s then retry ${i + 1}/${tries - 1}`);
	76	+ await sleep(secs * 1000);
	77	+ continue;
	78	+ }
	79	+ throw e;
	80	+ }
	81	+ }
	82	+ throw last;
	83	+}
	84	+
	85	+/** Pace requests to stay under the free-tier RPM for a given model. */
	86	+export const PACE_MS = Number(process.env.PROBE_PACE_MS ?? 7000);
	87	+
	88	+export const shortText = (r: any) =>
	89	+ (r?.candidates?.[0]?.content?.parts ?? []).filter((p: any) => p.text && !p.thought).map((p: any) => p.text).join("").slice(0, 120);

added research/gemini/package.json +24 −0

		`@@ -0,0 +1,24 @@`
	1	+{
	2	+ "name": "gemini",
	3	+ "version": "1.0.0",
	4	+ "description": "",
	5	+ "main": "index.js",
	6	+ "scripts": {
	7	+ "test": "echo \"Error: no test specified\" && exit 1"
	8	+ },
	9	+ "keywords": [],
	10	+ "author": "",
	11	+ "license": "ISC",
	12	+ "devEngines": {
	13	+ "packageManager": {
	14	+ "name": "pnpm",
	15	+ "version": "^11.1.2",
	16	+ "onFail": "download"
	17	+ }
	18	+ },
	19	+ "type": "module",
	20	+ "dependencies": {
	21	+ "@google/genai": "^2.21.0",
	22	+ "tsx": "^4.23.13"
	23	+ }
	24	+}

added research/gemini/pnpm-lock.yaml +91 −0

		`@@ -0,0 +1,824 @@`
	1	+---
	2	+lockfileVersion: '9.0'
	3	+
	4	+importers:
	5	+
	6	+ .:
	7	+ configDependencies: {}
	8	+ packageManagerDependencies:
	9	+ '@pnpm/exe':
	10	+ specifier: ^11.1.2
	11	+ version: 11.26.0
	12	+ pnpm:
	13	+ specifier: ^11.1.2
	14	+ version: 11.26.0
	15	+
	16	+packages:
	17	+
	18	+ '@pnpm/exe@11.26.0':
	19	+ resolution: {integrity: sha512-eeiNi7WeXulOO1BzDAU9HIk+N3dokG+xwKPUupNQoZT5auL3rh2pFW9DqdIEnCC2xtt/hZd6UGtKyb6OMpqndw==}
	20	+ hasBin: true
	21	+
	22	+ '@pnpm/linux-arm64@11.26.0':
	23	+ resolution: {integrity: sha512-M0IDuD4hbXxpLBsj1/I9pODcxu/gxTDtbyQmsVGYu1TZwCCpf6YU1x3lzq8aCGjrysmXYQAtCiY8GBjdw4UGFg==}
	24	+ cpu: [arm64]
	25	+ os: [linux]
	26	+
	27	+ '@pnpm/linux-x64@11.26.0':
	28	+ resolution: {integrity: sha512-nUuNRsFCGVje3FHtOaWxIQl2EP4NBktKr+PpLN7uhuWnJCCMN/F9RKjNJAM+dUPyvAZs8VDvS0kA8J55kyybyg==}
	29	+ cpu: [x64]
	30	+ os: [linux]
	31	+
	32	+ '@pnpm/linuxstatic-arm64@11.26.0':
	33	+ resolution: {integrity: sha512-+dXROkvdWjskrQtjwJAFuJI7Q2uTkghBfLsd0vqRmorX3fPuinhoRjJJ/UPtWXzJqwcByJBmdJRW+q2964m5qQ==}
	34	+ cpu: [arm64]
	35	+ os: [linux]
	36	+ libc: [musl]
	37	+
	38	+ '@pnpm/linuxstatic-x64@11.26.0':
	39	+ resolution: {integrity: sha512-0eXE6spzIBdCbYhJZQ0u/sIOD0v30sqk2PrzoixzsNMc7S/lhd7EkBMVJ6cCPiCL2TXvOsrJC2SpWPBK769A9A==}
	40	+ cpu: [x64]
	41	+ os: [linux]
	42	+ libc: [musl]
	43	+
	44	+ '@pnpm/macos-arm64@11.26.0':
	45	+ resolution: {integrity: sha512-Za3kKV89Zj0SFzQf6zEUTUIy13xH8UiNyb7aILDRjPiTvTaUSCh3q+nvljISfGH1XcopXvo+p3K8Q2nrKYWAug==}
	46	+ cpu: [arm64]
	47	+ os: [darwin]
	48	+
	49	+ '@pnpm/win-arm64@11.26.0':
	50	+ resolution: {integrity: sha512-5akeLtbqbFDdJtCV4qgLmDBV3R+XNs6E7h7Xb4ZBzS3rLRp8e/y/ZdgrZaGF5Kjo45g0BLAxdGUREHbU2/lGUw==}
	51	+ cpu: [arm64]
	52	+ os: [win32]
	53	+
	54	+ '@pnpm/win-x64@11.26.0':
	55	+ resolution: {integrity: sha512-f15SfIo7nppxBII+STy6jpd1z3LgGTZh6skfuxKA/xHmkzopnQJQXr4hBnl1rJLJAnmuOhN8BssaC4LiXmS78w==}
	56	+ cpu: [x64]
	57	+ os: [win32]
	58	+
	59	+ '@reflink/reflink-darwin-arm64@0.1.19':
	60	+ resolution: {integrity: sha512-ruy44Lpepdk1FqDz38vExBY/PVUsjxZA+chd9wozjUH9JjuDT/HEaQYA6wYN9mf041l0yLVar6BCZuWABJvHSA==}
	61	+ engines: {node: '>= 10'}
	62	+ cpu: [arm64]
	63	+ os: [darwin]
	64	+
	65	+ '@reflink/reflink-darwin-x64@0.1.19':
	66	+ resolution: {integrity: sha512-By85MSWrMZa+c26TcnAy8SDk0sTUkYlNnwknSchkhHpGXOtjNDUOxJE9oByBnGbeuIE1PiQsxDG3Ud+IVV9yuA==}
	67	+ engines: {node: '>= 10'}
	68	+ cpu: [x64]
	69	+ os: [darwin]
	70	+
	71	+ '@reflink/reflink-linux-arm64-gnu@0.1.19':
	72	+ resolution: {integrity: sha512-7P+er8+rP9iNeN+bfmccM4hTAaLP6PQJPKWSA4iSk2bNvo6KU6RyPgYeHxXmzNKzPVRcypZQTpFgstHam6maVg==}
	73	+ engines: {node: '>= 10'}
	74	+ cpu: [arm64]
	75	+ os: [linux]
	76	+ libc: [glibc]
	77	+
	78	+ '@reflink/reflink-linux-arm64-musl@0.1.19':
	79	+ resolution: {integrity: sha512-37iO/Dp6m5DDaC2sf3zPtx/hl9FV3Xze4xoYidrxxS9bgP3S8ALroxRK6xBG/1TtfXKTvolvp+IjrUU6ujIGmA==}
	80	+ engines: {node: '>= 10'}
	81	+ cpu: [arm64]
	82	+ os: [linux]
	83	+ libc: [musl]
	84	+
	85	+ '@reflink/reflink-linux-x64-gnu@0.1.19':
	86	+ resolution: {integrity: sha512-jbI8jvuYCaA3MVUdu8vLoLAFqC+iNMpiSuLbxlAgg7x3K5bsS8nOpTRnkLF7vISJ+rVR8W+7ThXlXlUQ93ulkw==}
	87	+ engines: {node: '>= 10'}
	88	+ cpu: [x64]
	89	+ os: [linux]
	90	+ libc: [glibc]
	91	+

Diff truncated — file too large.