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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 (Sep 8, 2026) Browse files

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added .env.example +35 −0
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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": {
78+ "name": "created_at",
79+ "type": "timestamp with time zone",
80+ "primaryKey": false,
81+ "notNull": true,
82+ "default": "now()"
83+ },
84+ "updated_at": {
85+ "name": "updated_at",
86+ "type": "timestamp with time zone",
87+ "primaryKey": false,
88+ "notNull": true,
89+ "default": "now()"
90+ }
91+ },
92+ "indexes": {
93+ "accounts_user_idx": {
94+ "name": "accounts_user_idx",
95+ "columns": [
96+ {
97+ "expression": "user_id",
98+ "isExpression": false,
99+ "asc": true,
100+ "nulls": "last"
101+ }
102+ ],
103+ "isUnique": false,
104+ "concurrently": false,
105+ "method": "btree",
106+ "with": {}
107+ }
108+ },
109+ "foreignKeys": {
110+ "accounts_user_id_users_id_fk": {
111+ "name": "accounts_user_id_users_id_fk",
112+ "tableFrom": "accounts",
113+ "tableTo": "users",
114+ "columnsFrom": [
115+ "user_id"
116+ ],
117+ "columnsTo": [
118+ "id"
119+ ],
120+ "onDelete": "cascade",
121+ "onUpdate": "no action"
122+ }
123+ },
124+ "compositePrimaryKeys": {},
125+ "uniqueConstraints": {},
126+ "policies": {},
127+ "checkConstraints": {},
128+ "isRLSEnabled": false
129+ },
130+ "public.arena_responses": {
131+ "name": "arena_responses",
132+ "schema": "",
133+ "columns": {
134+ "id": {
135+ "name": "id",
136+ "type": "text",
137+ "primaryKey": true,
138+ "notNull": true
139+ },
140+ "session_id": {
141+ "name": "session_id",
142+ "type": "text",
143+ "primaryKey": false,
144+ "notNull": true
145+ },
146+ "model_key": {
147+ "name": "model_key",
148+ "type": "text",
149+ "primaryKey": false,
150+ "notNull": true
151+ },
152+ "provider": {
153+ "name": "provider",
154+ "type": "text",
155+ "primaryKey": false,
156+ "notNull": true
157+ },
158+ "content": {
159+ "name": "content",
160+ "type": "text",
161+ "primaryKey": false,
162+ "notNull": true,
163+ "default": "''"
164+ },
165+ "reasoning": {
166+ "name": "reasoning",
167+ "type": "text",
168+ "primaryKey": false,
169+ "notNull": false
170+ },
171+ "status": {
172+ "name": "status",
173+ "type": "text",
174+ "primaryKey": false,
175+ "notNull": true,
176+ "default": "'complete'"
177+ },
178+ "error": {
179+ "name": "error",
180+ "type": "jsonb",
181+ "primaryKey": false,
182+ "notNull": false
183+ },
184+ "usage": {
185+ "name": "usage",
186+ "type": "jsonb",
187+ "primaryKey": false,
188+ "notNull": false
189+ },
190+ "latency_ms": {
191+ "name": "latency_ms",
192+ "type": "integer",
193+ "primaryKey": false,
194+ "notNull": false
195+ },
196+ "ttft_ms": {
197+ "name": "ttft_ms",
198+ "type": "integer",
199+ "primaryKey": false,
200+ "notNull": false
201+ },
202+ "cost_usd": {
203+ "name": "cost_usd",
204+ "type": "double precision",
205+ "primaryKey": false,
206+ "notNull": false
207+ },
208+ "ratings": {
209+ "name": "ratings",
210+ "type": "jsonb",
211+ "primaryKey": false,
212+ "notNull": true,
213+ "default": "'{}'::jsonb"
214+ },
215+ "created_at": {
216+ "name": "created_at",
217+ "type": "timestamp with time zone",
218+ "primaryKey": false,
219+ "notNull": true,
220+ "default": "now()"
221+ }
222+ },
223+ "indexes": {
224+ "arena_responses_session_idx": {
225+ "name": "arena_responses_session_idx",
226+ "columns": [
227+ {
228+ "expression": "session_id",
229+ "isExpression": false,
230+ "asc": true,
231+ "nulls": "last"
232+ }
233+ ],
234+ "isUnique": false,
235+ "concurrently": false,
236+ "method": "btree",
237+ "with": {}
238+ }
239+ },
240+ "foreignKeys": {
241+ "arena_responses_session_id_arena_sessions_id_fk": {
242+ "name": "arena_responses_session_id_arena_sessions_id_fk",
243+ "tableFrom": "arena_responses",
244+ "tableTo": "arena_sessions",
245+ "columnsFrom": [
246+ "session_id"
247+ ],
248+ "columnsTo": [
249+ "id"
250+ ],
251+ "onDelete": "cascade",
252+ "onUpdate": "no action"
253+ }
254+ },
255+ "compositePrimaryKeys": {},
256+ "uniqueConstraints": {},
257+ "policies": {},
258+ "checkConstraints": {},
259+ "isRLSEnabled": false
260+ },
261+ "public.arena_sessions": {
262+ "name": "arena_sessions",
263+ "schema": "",
264+ "columns": {
265+ "id": {
266+ "name": "id",
267+ "type": "text",
268+ "primaryKey": true,
269+ "notNull": true
270+ },
271+ "user_id": {
272+ "name": "user_id",
273+ "type": "text",
274+ "primaryKey": false,
275+ "notNull": true
276+ },
277+ "prompt": {
278+ "name": "prompt",
279+ "type": "text",
280+ "primaryKey": false,
281+ "notNull": true
282+ },
283+ "system_prompt": {
284+ "name": "system_prompt",
285+ "type": "text",
286+ "primaryKey": false,
287+ "notNull": false
288+ },
289+ "model_keys": {
290+ "name": "model_keys",
291+ "type": "jsonb",
292+ "primaryKey": false,
293+ "notNull": true
294+ },
295+ "settings": {
296+ "name": "settings",
297+ "type": "jsonb",
298+ "primaryKey": false,
299+ "notNull": true,
300+ "default": "'{}'::jsonb"
301+ },
302+ "created_at": {
303+ "name": "created_at",
304+ "type": "timestamp with time zone",
305+ "primaryKey": false,
306+ "notNull": true,
307+ "default": "now()"
308+ }
309+ },
310+ "indexes": {
311+ "arena_sessions_user_idx": {
312+ "name": "arena_sessions_user_idx",
313+ "columns": [
314+ {
315+ "expression": "user_id",
316+ "isExpression": false,
317+ "asc": true,
318+ "nulls": "last"
319+ },
320+ {
321+ "expression": "created_at",
322+ "isExpression": false,
323+ "asc": true,
324+ "nulls": "last"
325+ }
326+ ],
327+ "isUnique": false,
328+ "concurrently": false,
329+ "method": "btree",
330+ "with": {}
331+ }
332+ },
333+ "foreignKeys": {
334+ "arena_sessions_user_id_users_id_fk": {
335+ "name": "arena_sessions_user_id_users_id_fk",
336+ "tableFrom": "arena_sessions",
337+ "tableTo": "users",
338+ "columnsFrom": [
339+ "user_id"
340+ ],
341+ "columnsTo": [
342+ "id"
343+ ],
344+ "onDelete": "cascade",
345+ "onUpdate": "no action"
346+ }
347+ },
348+ "compositePrimaryKeys": {},
349+ "uniqueConstraints": {},
350+ "policies": {},
351+ "checkConstraints": {},
352+ "isRLSEnabled": false
353+ },
354+ "public.audit_events": {
355+ "name": "audit_events",
356+ "schema": "",
357+ "columns": {
358+ "id": {
359+ "name": "id",
360+ "type": "text",
361+ "primaryKey": true,
362+ "notNull": true
363+ },
364+ "user_id": {
365+ "name": "user_id",
366+ "type": "text",
367+ "primaryKey": false,
368+ "notNull": false
369+ },
370+ "action": {
371+ "name": "action",
372+ "type": "text",
373+ "primaryKey": false,
374+ "notNull": true
375+ },
376+ "ip_address": {
377+ "name": "ip_address",
378+ "type": "text",
379+ "primaryKey": false,
380+ "notNull": false
381+ },
382+ "user_agent": {
383+ "name": "user_agent",
384+ "type": "text",
385+ "primaryKey": false,
386+ "notNull": false
387+ },
388+ "meta": {
389+ "name": "meta",
390+ "type": "jsonb",
391+ "primaryKey": false,
392+ "notNull": true,
393+ "default": "'{}'::jsonb"
394+ },
395+ "created_at": {
396+ "name": "created_at",
397+ "type": "timestamp with time zone",
398+ "primaryKey": false,
399+ "notNull": true,
400+ "default": "now()"
401+ }
402+ },
403+ "indexes": {
404+ "audit_user_created_idx": {
405+ "name": "audit_user_created_idx",
406+ "columns": [
407+ {
408+ "expression": "user_id",
409+ "isExpression": false,
410+ "asc": true,
411+ "nulls": "last"
412+ },
413+ {
414+ "expression": "created_at",
415+ "isExpression": false,
416+ "asc": true,
417+ "nulls": "last"
418+ }
419+ ],
420+ "isUnique": false,
421+ "concurrently": false,
422+ "method": "btree",
423+ "with": {}
424+ }
425+ },
426+ "foreignKeys": {
427+ "audit_events_user_id_users_id_fk": {
428+ "name": "audit_events_user_id_users_id_fk",
429+ "tableFrom": "audit_events",
430+ "tableTo": "users",
431+ "columnsFrom": [
432+ "user_id"
433+ ],
434+ "columnsTo": [
435+ "id"
436+ ],
437+ "onDelete": "set null",
438+ "onUpdate": "no action"
439+ }
440+ },
441+ "compositePrimaryKeys": {},
442+ "uniqueConstraints": {},
443+ "policies": {},
444+ "checkConstraints": {},
445+ "isRLSEnabled": false
446+ },
447+ "public.conversation_tags": {
448+ "name": "conversation_tags",
449+ "schema": "",
450+ "columns": {
451+ "conversation_id": {
452+ "name": "conversation_id",
453+ "type": "text",
454+ "primaryKey": false,
455+ "notNull": true
456+ },
457+ "tag_id": {
458+ "name": "tag_id",
459+ "type": "text",
460+ "primaryKey": false,
461+ "notNull": true
462+ }
463+ },
464+ "indexes": {},
465+ "foreignKeys": {
466+ "conversation_tags_conversation_id_conversations_id_fk": {
467+ "name": "conversation_tags_conversation_id_conversations_id_fk",
468+ "tableFrom": "conversation_tags",
469+ "tableTo": "conversations",
470+ "columnsFrom": [
471+ "conversation_id"
472+ ],
473+ "columnsTo": [
474+ "id"
475+ ],
476+ "onDelete": "cascade",
477+ "onUpdate": "no action"
478+ },
479+ "conversation_tags_tag_id_tags_id_fk": {
480+ "name": "conversation_tags_tag_id_tags_id_fk",
481+ "tableFrom": "conversation_tags",
482+ "tableTo": "tags",
483+ "columnsFrom": [
484+ "tag_id"
485+ ],
486+ "columnsTo": [
487+ "id"
488+ ],
489+ "onDelete": "cascade",
490+ "onUpdate": "no action"
491+ }
492+ },
493+ "compositePrimaryKeys": {
494+ "conversation_tags_conversation_id_tag_id_pk": {
495+ "name": "conversation_tags_conversation_id_tag_id_pk",
496+ "columns": [
497+ "conversation_id",
498+ "tag_id"
499+ ]
500+ }
501+ },
502+ "uniqueConstraints": {},
503+ "policies": {},
504+ "checkConstraints": {},
505+ "isRLSEnabled": false
506+ },
507+ "public.conversations": {
508+ "name": "conversations",
509+ "schema": "",
510+ "columns": {
511+ "id": {
512+ "name": "id",
513+ "type": "text",
514+ "primaryKey": true,
515+ "notNull": true
516+ },
517+ "user_id": {
518+ "name": "user_id",
519+ "type": "text",
520+ "primaryKey": false,
521+ "notNull": true
522+ },
523+ "title": {
524+ "name": "title",
525+ "type": "text",
526+ "primaryKey": false,
527+ "notNull": true,
528+ "default": "'New chat'"
529+ },
530+ "title_source": {
531+ "name": "title_source",
532+ "type": "text",
533+ "primaryKey": false,
534+ "notNull": true,
535+ "default": "'auto'"
536+ },
537+ "folder_id": {
538+ "name": "folder_id",
539+ "type": "text",
540+ "primaryKey": false,
541+ "notNull": false
542+ },
543+ "pinned": {
544+ "name": "pinned",
545+ "type": "boolean",
546+ "primaryKey": false,
547+ "notNull": true,
548+ "default": false
549+ },
550+ "archived": {
551+ "name": "archived",
552+ "type": "boolean",
553+ "primaryKey": false,
554+ "notNull": true,
555+ "default": false
556+ },
557+ "model_key": {
558+ "name": "model_key",
559+ "type": "text",
560+ "primaryKey": false,
561+ "notNull": false
562+ },
563+ "provider": {
564+ "name": "provider",
565+ "type": "text",
566+ "primaryKey": false,
567+ "notNull": false
568+ },
569+ "system_prompt": {
570+ "name": "system_prompt",
571+ "type": "text",
572+ "primaryKey": false,
573+ "notNull": false
574+ },
575+ "settings": {
576+ "name": "settings",
577+ "type": "jsonb",
578+ "primaryKey": false,
579+ "notNull": true,
580+ "default": "'{}'::jsonb"
581+ },
582+ "parent_conversation_id": {
583+ "name": "parent_conversation_id",
584+ "type": "text",
585+ "primaryKey": false,
586+ "notNull": false
587+ },
588+ "branched_from_message_id": {
589+ "name": "branched_from_message_id",
590+ "type": "text",
591+ "primaryKey": false,
592+ "notNull": false
593+ },
594+ "message_count": {
595+ "name": "message_count",
596+ "type": "integer",
597+ "primaryKey": false,
598+ "notNull": true,
599+ "default": 0
600+ },
601+ "total_cost_usd": {
602+ "name": "total_cost_usd",
603+ "type": "double precision",
604+ "primaryKey": false,
605+ "notNull": true,
606+ "default": 0
607+ },
608+ "total_input_tokens": {
609+ "name": "total_input_tokens",
610+ "type": "integer",
611+ "primaryKey": false,
612+ "notNull": true,
613+ "default": 0
614+ },
615+ "total_output_tokens": {
616+ "name": "total_output_tokens",
617+ "type": "integer",
618+ "primaryKey": false,
619+ "notNull": true,
620+ "default": 0
621+ },
622+ "last_message_at": {
623+ "name": "last_message_at",
624+ "type": "timestamp with time zone",
625+ "primaryKey": false,
626+ "notNull": false
627+ },
628+ "created_at": {
629+ "name": "created_at",
630+ "type": "timestamp with time zone",
631+ "primaryKey": false,
632+ "notNull": true,
633+ "default": "now()"
634+ },
635+ "updated_at": {
636+ "name": "updated_at",
637+ "type": "timestamp with time zone",
638+ "primaryKey": false,
639+ "notNull": true,
640+ "default": "now()"
641+ }
642+ },
643+ "indexes": {
644+ "conversations_user_updated_idx": {
645+ "name": "conversations_user_updated_idx",
646+ "columns": [
647+ {
648+ "expression": "user_id",
649+ "isExpression": false,
650+ "asc": true,
651+ "nulls": "last"
652+ },
653+ {
654+ "expression": "updated_at",
655+ "isExpression": false,
656+ "asc": true,
657+ "nulls": "last"
658+ }
659+ ],
660+ "isUnique": false,
661+ "concurrently": false,
662+ "method": "btree",
663+ "with": {}
664+ },
665+ "conversations_user_folder_idx": {
666+ "name": "conversations_user_folder_idx",
667+ "columns": [
668+ {
669+ "expression": "user_id",
670+ "isExpression": false,
671+ "asc": true,
672+ "nulls": "last"
673+ },
674+ {
675+ "expression": "folder_id",
676+ "isExpression": false,
677+ "asc": true,
678+ "nulls": "last"
679+ }
680+ ],
681+ "isUnique": false,
682+ "concurrently": false,
683+ "method": "btree",
684+ "with": {}
685+ },
686+ "conversations_user_model_idx": {
687+ "name": "conversations_user_model_idx",
688+ "columns": [
689+ {
690+ "expression": "user_id",
691+ "isExpression": false,
692+ "asc": true,
693+ "nulls": "last"
694+ },
695+ {
696+ "expression": "model_key",
697+ "isExpression": false,
698+ "asc": true,
699+ "nulls": "last"
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2292+ "isExpression": false,
2293+ "asc": true,
2294+ "nulls": "last"
2295+ },
2296+ {
2297+ "expression": "provider",
2298+ "isExpression": false,
2299+ "asc": true,
2300+ "nulls": "last"
2301+ }
2302+ ],
2303+ "isUnique": false,
2304+ "concurrently": false,
2305+ "method": "btree",
2306+ "with": {}
2307+ },
2308+ "usage_user_model_idx": {
2309+ "name": "usage_user_model_idx",
2310+ "columns": [
2311+ {
2312+ "expression": "user_id",
2313+ "isExpression": false,
2314+ "asc": true,
2315+ "nulls": "last"
2316+ },
2317+ {
2318+ "expression": "model_key",
2319+ "isExpression": false,
2320+ "asc": true,
2321+ "nulls": "last"
2322+ }
2323+ ],
2324+ "isUnique": false,
2325+ "concurrently": false,
2326+ "method": "btree",
2327+ "with": {}
2328+ }
2329+ },
2330+ "foreignKeys": {
2331+ "usage_records_user_id_users_id_fk": {
2332+ "name": "usage_records_user_id_users_id_fk",
2333+ "tableFrom": "usage_records",
2334+ "tableTo": "users",
2335+ "columnsFrom": [
2336+ "user_id"
2337+ ],
2338+ "columnsTo": [
2339+ "id"
2340+ ],
2341+ "onDelete": "cascade",
2342+ "onUpdate": "no action"
2343+ }
2344+ },
2345+ "compositePrimaryKeys": {},
2346+ "uniqueConstraints": {},
2347+ "policies": {},
2348+ "checkConstraints": {},
2349+ "isRLSEnabled": false
2350+ },
2351+ "public.user_model_favorites": {
2352+ "name": "user_model_favorites",
2353+ "schema": "",
2354+ "columns": {
2355+ "user_id": {
2356+ "name": "user_id",
2357+ "type": "text",
2358+ "primaryKey": false,
2359+ "notNull": true
2360+ },
2361+ "model_key": {
2362+ "name": "model_key",
2363+ "type": "text",
2364+ "primaryKey": false,
2365+ "notNull": true
2366+ },
2367+ "created_at": {
2368+ "name": "created_at",
2369+ "type": "timestamp with time zone",
2370+ "primaryKey": false,
2371+ "notNull": true,
2372+ "default": "now()"
2373+ }
2374+ },
2375+ "indexes": {},
2376+ "foreignKeys": {
2377+ "user_model_favorites_user_id_users_id_fk": {
2378+ "name": "user_model_favorites_user_id_users_id_fk",
2379+ "tableFrom": "user_model_favorites",
2380+ "tableTo": "users",
2381+ "columnsFrom": [
2382+ "user_id"
2383+ ],
2384+ "columnsTo": [
2385+ "id"
2386+ ],
2387+ "onDelete": "cascade",
2388+ "onUpdate": "no action"
2389+ }
2390+ },
2391+ "compositePrimaryKeys": {
2392+ "user_model_favorites_user_id_model_key_pk": {
2393+ "name": "user_model_favorites_user_id_model_key_pk",
2394+ "columns": [
2395+ "user_id",
2396+ "model_key"
2397+ ]
2398+ }
2399+ },
2400+ "uniqueConstraints": {},
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+ },
2415+ "model_key": {
2416+ "name": "model_key",
2417+ "type": "text",
2418+ "primaryKey": false,
2419+ "notNull": true
2420+ },
2421+ "used_at": {
2422+ "name": "used_at",
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+ },
2436+ "indexes": {},
2437+ "foreignKeys": {
2438+ "user_model_recents_user_id_users_id_fk": {
2439+ "name": "user_model_recents_user_id_users_id_fk",
2440+ "tableFrom": "user_model_recents",
2441+ "tableTo": "users",
2442+ "columnsFrom": [
2443+ "user_id"
2444+ ],
2445+ "columnsTo": [
2446+ "id"
2447+ ],
2448+ "onDelete": "cascade",
2449+ "onUpdate": "no action"
2450+ }
2451+ },
2452+ "compositePrimaryKeys": {
2453+ "user_model_recents_user_id_model_key_pk": {
2454+ "name": "user_model_recents_user_id_model_key_pk",
2455+ "columns": [
2456+ "user_id",
2457+ "model_key"
2458+ ]
2459+ }
2460+ },
2461+ "uniqueConstraints": {},
2462+ "policies": {},
2463+ "checkConstraints": {},
2464+ "isRLSEnabled": false
2465+ },
2466+ "public.user_preferences": {
2467+ "name": "user_preferences",
2468+ "schema": "",
2469+ "columns": {
2470+ "user_id": {
2471+ "name": "user_id",
2472+ "type": "text",
2473+ "primaryKey": true,
2474+ "notNull": true
2475+ },
2476+ "theme": {
2477+ "name": "theme",
2478+ "type": "text",
2479+ "primaryKey": false,
2480+ "notNull": true,
2481+ "default": "'system'"
2482+ },
2483+ "language": {
2484+ "name": "language",
2485+ "type": "text",
2486+ "primaryKey": false,
2487+ "notNull": true,
2488+ "default": "'en'"
2489+ },
2490+ "default_model_key": {
2491+ "name": "default_model_key",
2492+ "type": "text",
2493+ "primaryKey": false,
2494+ "notNull": false
2495+ },
2496+ "default_system_prompt": {
2497+ "name": "default_system_prompt",
2498+ "type": "text",
2499+ "primaryKey": false,
2500+ "notNull": false
2501+ },
2502+ "enter_to_send": {
2503+ "name": "enter_to_send",
2504+ "type": "boolean",
2505+ "primaryKey": false,
2506+ "notNull": true,
2507+ "default": true
2508+ },
2509+ "streaming": {
2510+ "name": "streaming",
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
2522+ },
2523+ "show_reasoning": {
2524+ "name": "show_reasoning",
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+ },
2591+ "name": {
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": {
2625+ "name": "onboarding_completed_at",
2626+ "type": "timestamp with time zone",
2627+ "primaryKey": false,
2628+ "notNull": false
2629+ },
2630+ "created_at": {
2631+ "name": "created_at",
2632+ "type": "timestamp with time zone",
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
40+ version: 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)
41+ '@radix-ui/react-tabs':
42+ specifier: ^1.1.12
43+ version: 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)
44+ '@radix-ui/react-tooltip':
45+ specifier: ^1.2.7
46+ version: 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)
47+ '@tanstack/react-virtual':
48+ specifier: ^3.13.0
49+ version: 3.14.10(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
50+ argon2:
51+ specifier: ^0.45.0
52+ version: 0.45.1
53+ better-auth:
54+ specifier: ^1.7.3
55+ version: 1.7.3(drizzle-kit@0.31.10)(drizzle-orm@0.45.2(@types/pg@8.23.1)(kysely@0.29.5)(pg@8.23.0))(next@16.3.4(@babel/core@7.29.7)(@playwright/test@1.63.0)(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8))(pg@8.23.0)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)(vitest@3.2.7(@types/debug@4.1.13)(@types/node@24.13.3)(jiti@2.7.0)(lightningcss@1.32.0)(tsx@4.23.13))
56+ class-variance-authority:
57+ specifier: ^0.7.1
58+ version: 0.7.1
59+ clsx:
60+ specifier: ^2.1.1
61+ version: 2.1.1
62+ cmdk:
63+ specifier: ^1.1.1
64+ version: 1.1.1(@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)
65+ drizzle-orm:
66+ specifier: ^0.45.2
67+ version: 0.45.2(@types/pg@8.23.1)(kysely@0.29.5)(pg@8.23.0)
68+ geist:
69+ specifier: ^1.5.0
70+ version: 1.7.2(next@16.3.4(@babel/core@7.29.7)(@playwright/test@1.63.0)(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8))
71+ lucide-react:
72+ specifier: ^1.42.0
73+ version: 1.42.0(react@19.2.8)
74+ motion:
75+ specifier: ^12.23.0
76+ version: 12.43.0(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
77+ next:
78+ specifier: 16.3.4
79+ version: 16.3.4(@babel/core@7.29.7)(@playwright/test@1.63.0)(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
80+ next-themes:
81+ specifier: ^0.4.6
82+ version: 0.4.6(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
83+ openai:
84+ specifier: ^7.10.0
85+ version: 7.10.0(ws@8.21.3)(zod@4.5.4)
86+ pg:
87+ specifier: ^8.23.0
88+ version: 8.23.0
89+ react:
90+ specifier: 19.2.8
91+ version: 19.2.8
92+ react-dom:
93+ specifier: 19.2.8
94+ version: 19.2.8(react@19.2.8)
95+ react-markdown:
96+ specifier: ^10.1.0
97+ version: 10.1.0(@types/react@19.2.18)(react@19.2.8)
98+ recharts:
99+ specifier: ^3.0.0
100+ version: 3.10.1(@types/react@19.2.18)(react-dom@19.2.8(react@19.2.8))(react-is@16.13.1)(react@19.2.8)(redux@5.0.1)
101+ rehype-raw:
102+ specifier: ^7.0.0
103+ version: 7.0.0
104+ remark-gfm:
105+ specifier: ^4.0.1
106+ version: 4.0.1
107+ resend:
108+ specifier: ^6.26.0
109+ version: 6.26.0
110+ server-only:
111+ specifier: ^0.0.1
112+ version: 0.0.1
113+ shiki:
114+ specifier: ^4.4.3
115+ version: 4.4.3
116+ swr:
117+ specifier: ^2.5.1
118+ version: 2.5.1(react@19.2.8)
119+ tailwind-merge:
120+ specifier: ^3.3.1
121+ version: 3.6.0
122+ zod:
123+ specifier: ^4.5.4
124+ version: 4.5.4
125+ devDependencies:
126+ '@playwright/test':
127+ specifier: ^1.63.0
128+ version: 1.63.0
129+ '@tailwindcss/postcss':
130+ specifier: ^4.3.3
131+ version: 4.3.3
132+ '@types/node':
133+ specifier: ^24.0.0
134+ version: 24.13.3
135+ '@types/pg':
136+ specifier: ^8.15.0
137+ version: 8.23.1
138+ '@types/react':
139+ specifier: ^19
140+ version: 19.2.18
141+ '@types/react-dom':
142+ specifier: ^19
143+ version: 19.2.7(@types/react@19.2.18)
144+ drizzle-kit:
145+ specifier: ^0.31.10
146+ version: 0.31.10
147+ eslint:
148+ specifier: ^9
149+ version: 9.39.5(jiti@2.7.0)
150+ eslint-config-next:
151+ specifier: 16.3.4
152+ version: 16.3.4(@typescript-eslint/parser@8.69.0(eslint@9.39.5(jiti@2.7.0))(typescript@5.9.3))(eslint@9.39.5(jiti@2.7.0))(typescript@5.9.3)
153+ tailwindcss:
154+ specifier: ^4.3.3
155+ version: 4.3.3
156+ tsx:
157+ specifier: ^4.20.0
158+ version: 4.23.13
159+ typescript:
160+ specifier: ^5.9.3
161+ version: 5.9.3
162+ vitest:
163+ specifier: ^3.2.0
164+ version: 3.2.7(@types/debug@4.1.13)(@types/node@24.13.3)(jiti@2.7.0)(lightningcss@1.32.0)(tsx@4.23.13)
165+
166+packages:
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168+ '@alloc/quick-lru@5.3.0':
169+ resolution: {integrity: sha512-U4+70Pc5ZS9osnCBCE5Jha/ciHM+Yp+CNMNC/7HvYbNRk1Ldd+f7qO65W5qfhu/TCv+/ozljlXXe9Nj8419DMA==}
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171+
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174+ hasBin: true
175+ peerDependencies:
176+ zod: ^3.25.0 || ^4.0.0
177+ peerDependenciesMeta:
178+ zod:
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180+
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5518+ '@radix-ui/react-focus-guards': 1.1.6(@types/react@19.2.18)(react@19.2.8)
5519+ '@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)
5520+ '@radix-ui/react-id': 1.1.4(@types/react@19.2.18)(react@19.2.8)
5521+ '@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)
5522+ '@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)
5523+ '@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)
5524+ '@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)
5525+ '@radix-ui/react-slot': 1.3.3(@types/react@19.2.18)(react@19.2.8)
5526+ '@radix-ui/react-use-controllable-state': 1.2.6(@types/react@19.2.18)(react@19.2.8)
5527+ aria-hidden: 1.2.6
5528+ react: 19.2.8
5529+ react-dom: 19.2.8(react@19.2.8)
5530+ react-remove-scroll: 2.7.2(@types/react@19.2.18)(react@19.2.8)
5531+ optionalDependencies:
5532+ '@types/react': 19.2.18
5533+ '@types/react-dom': 19.2.7(@types/react@19.2.18)
5534+
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:
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9146+ rollup: 4.63.1
9147+ tinyglobby: 0.2.17
9148+ optionalDependencies:
9149+ '@types/node': 24.13.3
9150+ fsevents: 2.3.3
9151+ jiti: 2.7.0
9152+ lightningcss: 1.32.0
9153+ tsx: 4.23.13
9154+
9155+ vitest@3.2.7(@types/debug@4.1.13)(@types/node@24.13.3)(jiti@2.7.0)(lightningcss@1.32.0)(tsx@4.23.13):
9156+ dependencies:
9157+ '@types/chai': 5.2.3
9158+ '@vitest/expect': 3.2.7
9159+ '@vitest/mocker': 3.2.7(vite@7.3.6(@types/node@24.13.3)(jiti@2.7.0)(lightningcss@1.32.0)(tsx@4.23.13))
9160+ '@vitest/pretty-format': 3.2.7
9161+ '@vitest/runner': 3.2.7
9162+ '@vitest/snapshot': 3.2.7
9163+ '@vitest/spy': 3.2.7
9164+ '@vitest/utils': 3.2.7
9165+ chai: 5.3.3
9166+ debug: 4.4.3
9167+ expect-type: 1.4.0
9168+ magic-string: 0.30.21
9169+ pathe: 2.0.3
9170+ picomatch: 4.0.7
9171+ std-env: 3.10.0
9172+ tinybench: 2.9.0
9173+ tinyexec: 0.3.2
9174+ tinyglobby: 0.2.17
9175+ tinypool: 1.1.1
9176+ tinyrainbow: 2.0.0
9177+ vite: 7.3.6(@types/node@24.13.3)(jiti@2.7.0)(lightningcss@1.32.0)(tsx@4.23.13)
9178+ vite-node: 3.2.4(@types/node@24.13.3)(jiti@2.7.0)(lightningcss@1.32.0)(tsx@4.23.13)
9179+ why-is-node-running: 2.3.0
9180+ optionalDependencies:
9181+ '@types/debug': 4.1.13
9182+ '@types/node': 24.13.3
9183+ transitivePeerDependencies:
9184+ - jiti
9185+ - less
9186+ - lightningcss
9187+ - msw
9188+ - sass
9189+ - sass-embedded
9190+ - stylus
9191+ - sugarss
9192+ - supports-color
9193+ - terser
9194+ - tsx
9195+ - yaml
9196+
9197+ web-namespaces@2.0.1: {}
9198+
9199+ web-streams-polyfill@3.3.3: {}
9200+
9201+ which-boxed-primitive@1.1.1:
9202+ dependencies:
9203+ is-bigint: 1.1.0
9204+ is-boolean-object: 1.2.2
9205+ is-number-object: 1.1.1
9206+ is-string: 1.1.1
9207+ is-symbol: 1.1.1
9208+
9209+ which-builtin-type@1.2.1:
9210+ dependencies:
9211+ call-bound: 1.0.4
9212+ function.prototype.name: 1.2.0
9213+ has-tostringtag: 1.0.2
9214+ is-async-function: 2.1.1
9215+ is-date-object: 1.1.0
9216+ is-finalizationregistry: 1.1.1
9217+ is-generator-function: 1.1.2
9218+ is-regex: 1.2.1
9219+ is-weakref: 1.1.1
9220+ isarray: 2.0.5
9221+ which-boxed-primitive: 1.1.1
9222+ which-collection: 1.0.2
9223+ which-typed-array: 1.1.22
9224+
9225+ which-collection@1.0.2:
9226+ dependencies:
9227+ is-map: 2.0.3
9228+ is-set: 2.0.3
9229+ is-weakmap: 2.0.2
9230+ is-weakset: 2.0.4
9231+
9232+ which-typed-array@1.1.22:
9233+ dependencies:
9234+ available-typed-arrays: 1.0.7
9235+ call-bind: 1.0.9
9236+ call-bound: 1.0.4
9237+ for-each: 0.3.5
9238+ get-proto: 1.0.1
9239+ gopd: 1.2.0
9240+ has-tostringtag: 1.0.2
9241+
9242+ which@2.0.2:
9243+ dependencies:
9244+ isexe: 2.0.0
9245+
9246+ why-is-node-running@2.3.0:
9247+ dependencies:
9248+ siginfo: 2.0.0
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.

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