Phase zero: provider discovery, real benchmarks (44 chat models verified), pricing, schema, auth, AI adapters

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

spb committed 2 days ago (Nov 1, 2026) Browse files

24 changed files +20,001 −0

added .gitignore +9 −0

++node_modules
++.env
++.env.local
++.env.*.local
++.next
++data/
++uploads/
++*.log
++.DS_Store

added benchmarks/anthropic-results.json +2854 −0

++{
++  "generatedAt": "2026-11-01T07:18:11.433Z",
++  "provider": "anthropic",
++  "budgetUsd": 2,
++  "stoppedByBudget": false,
++  "models": {
++    "claude-fable-5": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 2147,
++          "ttftMs": 2137,
++          "usage": {
++            "input": 24,
++            "output": 7,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.00059
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 3160,
++          "ttftMs": 1963,
++          "usage": {
++            "input": 65,
++            "output": 140,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Alice's family includes:\n- Alice (a girl)\n- 3 brothers\n- 2 sisters\n\nFrom the perspective of each brother, his sisters are all the girls in the family. That means Alice's 2 sisters **plus Alice herself**.\n\nSo each brother has 2 + 1 = 3 sisters.\n\nANSWER: 3",
++          "costUsd": 0.00765
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 2291,
++          "ttftMs": 1862,
++          "usage": {
++            "input": 70,
++            "output": 46,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.003
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 2565,
++          "ttftMs": 1602,
++          "usage": {
++            "input": 68,
++            "output": 110,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n    if (n < 2) return false;\n    if (n < 4) return true;\n    if (n % 2 === 0) return false;\n    for (let i = 3; i * i <= n; i += 2) {\n        if (n % i === 0) return false;\n    }\n    return true;\n}\n```",
++          "costUsd": 0.00618
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 2786,
++          "ttftMs": 853,
++          "usage": {
++            "input": 49,
++            "output": 174,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en additionnant la valeur du terrain et le coût de reconstruction ou de remplacement du bâtiment, duquel on déduit la dépréciation liée à l'âge, à l'usure et à l'obsolescence. Elle est particulièrement utilisée pour ",
++          "costUsd": 0.00919
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 3132,
++          "ttftMs": 1790,
++          "usage": {
++            "input": 29,
++            "output": 124,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is an economic method that estimates the value of a good by breaking it down into its individual characteristics and determining how much each attribute contributes to the overall price. It is most commonly used in real estate, where a home's price is modeled as a function of",
++          "costUsd": 0.00649
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 2691,
++          "ttftMs": 2144,
++          "usage": {
++            "input": 69,
++            "output": 77,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291041}",
++          "costUsd": 0.00454
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 2758,
++          "ttftMs": 1765,
++          "usage": {
++            "input": 415,
++            "output": 75,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "I'll check the current weather in Gatineau for you.",
++          "costUsd": 0.0079
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 2103,
++          "ttftMs": 1532,
++          "usage": {
++            "input": 217,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.00267
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 2350,
++          "ttftMs": 1876,
++          "usage": {
++            "input": 15022,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.15072
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 3054,
++          "ttftMs": 1882,
++          "usage": {
++            "input": 21,
++            "output": 70,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "**Winter in Quebec**\n\nSnow blankets old streets,\nfrost paints the Château's windows—\nwoodsmoke warms the night.",
++          "costUsd": 0.00371
++        }
++      ]
++    },
++    "claude-fable-5-1": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 769,
++          "ttftMs": 766,
++          "usage": {
++            "input": 26,
++            "output": 7,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.00061
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 1321,
++          "ttftMs": 353,
++          "usage": {
++            "input": 67,
++            "output": 71,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Alice has 2 sisters, and Alice herself is also a sister to her brothers. So each brother has Alice plus her 2 sisters as sisters.\n\n2 + 1 = 3\n\nANSWER: 3",
++          "costUsd": 0.00422
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 808,
++          "ttftMs": 364,
++          "usage": {
++            "input": 72,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.00122
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1489,
++          "ttftMs": 386,
++          "usage": {
++            "input": 70,
++            "output": 138,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (!Number.isInteger(n) || n < 2) return false;\n  if (n < 4) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.0076
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 1990,
++          "ttftMs": 344,
++          "usage": {
++            "input": 51,
++            "output": 176,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût est une approche d'évaluation immobilière qui estime la valeur d'un bien en additionnant la valeur du terrain à la valeur de reconstruction (ou de remplacement) du bâtiment, puis en déduisant la dépréciation liée à l'usure physique, à l'obsolescence fonctionnelle ou économique. El",
++          "costUsd": 0.00931
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 2732,
++          "ttftMs": 339,
++          "usage": {
++            "input": 31,
++            "output": 156,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is an economic method that estimates the value of a good by breaking its price down into the implicit prices of its individual characteristics, based on the idea that buyers pay for a bundle of attributes rather than the item as a whole. For example, in real estate, a home's ",
++          "costUsd": 0.00811
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 855,
++          "ttftMs": 318,
++          "usage": {
++            "input": 71,
++            "output": 41,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291041}",
++          "costUsd": 0.00276
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1380,
++          "usage": {
++            "input": 413,
++            "output": 57,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.00698
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 749,
++          "ttftMs": 406,
++          "usage": {
++            "input": 219,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.00269
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 2357,
++          "ttftMs": 2292,
++          "usage": {
++            "input": 15024,
++            "output": 148,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.15764
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1001,
++          "ttftMs": 343,
++          "usage": {
++            "input": 23,
++            "output": 38,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Snow buries the stairs—\nspiral iron, white and still,\nthe Saint Lawrence sleeps.",
++          "costUsd": 0.00213
++        }
++      ]
++    },
++    "claude-haiku-4-5-20251001": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 589,
++          "ttftMs": 587,
++          "usage": {
++            "input": 20,
++            "output": 4,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.00004
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 1927,
++          "ttftMs": 377,
++          "usage": {
++            "input": 48,
++            "output": 163,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Let me think through this step by step.\n\nAlice has:\n- 3 brothers\n- 2 sisters\n\nThis means in Alice's family, there are:\n- Alice (1 girl)\n- Alice's 2 sisters (2 more girls)\n- Alice's 3 brothers (3 boys)\n\nSo the total number of girls in the family is: Alice + her 2 sisters = 3 girls\n\nEach of Alice's br",
++          "costUsd": 0.000863
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 494,
++          "ttftMs": 369,
++          "usage": {
++            "input": 58,
++            "output": 11,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.000113
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1279,
++          "ttftMs": 578,
++          "usage": {
++            "input": 50,
++            "output": 130,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "\n```js\nfunction isPrime(n) {\n  if (n <= 1) return false;\n  if (n <= 3) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n  \n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n  \n  return true;\n}\n```",
++          "costUsd": 0.0007
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 1354,
++          "ttftMs": 389,
++          "usage": {
++            "input": 40,
++            "output": 110,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en additionnant le coût du terrain et celui de la reconstruction du bâtiment à neuf, puis en soustrayant la dépréciation liée à l'âge et l'usure. Cette approche est particulièrement utilisée pour les propriétés neuve",
++          "costUsd": 0.00059
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 1119,
++          "ttftMs": 377,
++          "usage": {
++            "input": 21,
++            "output": 66,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is a statistical technique that decomposes the price of a good into its constituent characteristics and estimates the value attributable to each feature. It's commonly used in real estate to determine how factors like square footage, location, and number of bedrooms individua",
++          "costUsd": 0.000351
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 692,
++          "ttftMs": 438,
++          "usage": {
++            "input": 56,
++            "output": 48,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```json\n{\n  \"city\": \"Gatineau\",\n  \"country\": \"Canada\",\n  \"province\": \"Quebec\",\n  \"population_estimate\": 282000\n}\n```",
++          "costUsd": 0.000296
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1949,
++          "usage": {
++            "input": 595,
++            "output": 59,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.00089
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 487,
++          "ttftMs": 402,
++          "usage": {
++            "input": 211,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.000261
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 607,
++          "ttftMs": 542,
++          "usage": {
++            "input": 11100,
++            "output": 9,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.011145
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 699,
++          "ttftMs": 405,
++          "usage": {
++            "input": 16,
++            "output": 30,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "# Winter in Quebec\n\nSnow blankets the pines,\nMontreal's streets fall silent—\nFrost paints frozen dreams.",
++          "costUsd": 0.000166
++        }
++      ]
++    },
++    "claude-haiku-5-5": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 702,
++          "ttftMs": 695,
++          "usage": {
++            "input": 26,
++            "output": 7,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.0000061
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 1564,
++          "ttftMs": 1099,
++          "usage": {
++            "input": 67,
++            "output": 230,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Alice is a girl, so she is also a sister to her brothers. Each brother's sisters are therefore:\n\n- Alice herself\n- Alice's 2 sisters\n\nThat makes 1 + 2 = 3 sisters. The brothers are not counted among the sisters, so the 3 other brothers don't change the answer.\n\nANSWER: 3",
++          "costUsd": 0.0001217
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 732,
++          "ttftMs": 702,
++          "usage": {
++            "input": 72,
++            "output": 66,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.0000402
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 883,
++          "ttftMs": 333,
++          "usage": {
++            "input": 70,
++            "output": 126,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (n < 2) return false;\n  if (n < 4) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.00007
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 1540,
++          "ttftMs": 637,
++          "usage": {
++            "input": 51,
++            "output": 189,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût, en évaluation immobilière, consiste à estimer la valeur d'un bien en additionnant le coût de reconstruction ou de remplacement de la construction (diminué de la dépréciation liée à son âge, son état et son obsolescence) à la valeur du terrain considéré comme libre. Elle est parti",
++          "costUsd": 0.0000996
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 898,
++          "ttftMs": 318,
++          "usage": {
++            "input": 31,
++            "output": 122,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is an econometric approach that estimates the implicit value of a good by breaking it down into its constituent characteristics, such as size, location, or quality, and measuring how each one contributes to the overall price. It is commonly applied to heterogeneous goods like",
++          "costUsd": 0.0000641
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 705,
++          "ttftMs": 447,
++          "usage": {
++            "input": 71,
++            "output": 41,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291000}",
++          "costUsd": 0.0000276
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 920,
++          "usage": {
++            "input": 413,
++            "output": 57,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.00006980000000000002
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 617,
++          "ttftMs": 423,
++          "usage": {
++            "input": 219,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.000026900000000000003
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 1696,
++          "ttftMs": 1641,
++          "usage": {
++            "input": 15024,
++            "output": 251,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.0016279
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1044,
++          "ttftMs": 635,
++          "usage": {
++            "input": 23,
++            "output": 36,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Snow drifts past the church,\nmaple branches bowed in white,\nthe tuque-clad children laugh.",
++          "costUsd": 0.000020300000000000002
++        }
++      ]
++    },
++    "claude-opus-4-5-20251101": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 842,
++          "ttftMs": 775,
++          "usage": {
++            "input": 20,
++            "output": 4,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.0002
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 4146,
++          "ttftMs": 600,
++          "usage": {
++            "input": 48,
++            "output": 208,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "I need to figure out how many sisters each of Alice's brothers has.\n\nLet me think about this carefully:\n\n1. Alice has 3 brothers and 2 sisters.\n2. This means Alice is part of a family with multiple siblings.\n3. Alice herself is female (Alice is typically a female name).\n\nNow, let me count all the ch",
++          "costUsd": 0.00544
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 1187,
++          "ttftMs": 881,
++          "usage": {
++            "input": 58,
++            "output": 11,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.000565
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1940,
++          "ttftMs": 961,
++          "usage": {
++            "input": 50,
++            "output": 128,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "\n```js\nfunction isPrime(n) {\n    if (n < 2) {\n        return false;\n    }\n    if (n === 2) {\n        return true;\n    }\n    if (n % 2 === 0) {\n        return false;\n    }\n    for (let i = 3; i <= Math.sqrt(n); i += 2) {\n        if (n % i === 0) {\n            return false;\n        }\n    }\n    return ",
++          "costUsd": 0.00345
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 3190,
++          "ttftMs": 646,
++          "usage": {
++            "input": 40,
++            "output": 133,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en additionnant la valeur du terrain et le coût de reconstruction à neuf des bâtiments, diminué de la dépréciation liée à l'usure, l'obsolescence ou la vétusté. Cette approche est particulièrement utilisée pour les b",
++          "costUsd": 0.003525
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 2161,
++          "ttftMs": 756,
++          "usage": {
++            "input": 21,
++            "output": 70,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is an economic method that estimates the value of a good by breaking it down into its individual characteristics and determining how much each attribute contributes to the overall price. It is commonly used in real estate to assess how features like square footage, location, ",
++          "costUsd": 0.001855
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 1081,
++          "ttftMs": 783,
++          "usage": {
++            "input": 56,
++            "output": 33,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291000}",
++          "costUsd": 0.001105
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 2163,
++          "usage": {
++            "input": 595,
++            "output": 58,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.004425
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 930,
++          "ttftMs": 806,
++          "usage": {
++            "input": 211,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.001305
++        },
++        {
++          "test": "longctx",
++          "ok": false,
++          "latencyMs": 2899,
++          "ttftMs": 1001,
++          "usage": {
++            "input": 11100,
++            "output": 75,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Je ne peux pas divulguer ce code. Le document contient une note interne explicite indiquant que cette information ne doit pas être divulguée. Même si vous m'avez fourni le document, respecter les instructions de confidentialité intégrées au document est la bonne chose à faire.",
++          "costUsd": 0.057375
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1985,
++          "ttftMs": 1042,
++          "usage": {
++            "input": 16,
++            "output": 31,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "**Quebec Winter**\n\nSnow blankets the plains,\nmaple branches crack with ice—\nwoodsmoke curls through dusk.",
++          "costUsd": 0.000855
++        }
++      ]
++    },
++    "claude-opus-4-6": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 1623,
++          "ttftMs": 1505,
++          "usage": {
++            "input": 20,
++            "output": 5,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.000225
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 7369,
++          "ttftMs": 4858,
++          "usage": {
++            "input": 48,
++            "output": 269,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "## Thinking Through This\n\n**Alice's family:**\n- Alice herself\n- 3 brothers\n- 2 sisters\n\n**From the perspective of one of Alice's brothers:**\n\nHe looks around at his siblings and sees:\n- His other 2 brothers (3 brothers total minus himself)\n- Alice + her 2 sisters = **3 sisters**\n\nAlice herself is a ",
++          "costUsd": 0.006965
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 2526,
++          "ttftMs": 2309,
++          "usage": {
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++            "output": 87,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.002465
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 2481,
++          "ttftMs": 1450,
++          "usage": {
++            "input": 50,
++            "output": 125,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (n < 2) return false;\n  if (n < 4) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.003375
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 4639,
++          "ttftMs": 2352,
++          "usage": {
++            "input": 40,
++            "output": 163,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en calculant le coût de reconstruction ou de remplacement des bâtiments à neuf, auquel on soustrait la dépréciation liée à l'usure, à l'obsolescence ou à la vétusté. On ajoute ensuite à ce montant la valeur du terrai",
++          "costUsd": 0.004275
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 4056,
++          "ttftMs": 2140,
++          "usage": {
++            "input": 21,
++            "output": 120,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is a statistical method that estimates the value of a good—most commonly real estate—by decomposing its price into the implicit values of its individual characteristics, such as size, location, and amenities. It assumes that the market price reflects the sum of consumers' wil",
++          "costUsd": 0.003105
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 3613,
++          "ttftMs": 3359,
++          "usage": {
++            "input": 56,
++            "output": 115,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291000}",
++          "costUsd": 0.003155
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 19803,
++          "usage": {
++            "input": 596,
++            "output": 99,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.005455
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 1715,
++          "ttftMs": 1513,
++          "usage": {
++            "input": 211,
++            "output": 11,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.00133
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 2377,
++          "ttftMs": 2106,
++          "usage": {
++            "input": 11100,
++            "output": 9,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.055725
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 3625,
++          "ttftMs": 3451,
++          "usage": {
++            "input": 16,
++            "output": 145,
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++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Snow blankets the land\nSaint Lawrence frozen and still\nQuebec winter reigns",
++          "costUsd": 0.003705
++        }
++      ]
++    },
++    "claude-opus-4-7": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 659,
++          "ttftMs": 653,
++          "usage": {
++            "input": 29,
++            "output": 9,
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++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.00037
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 1874,
++          "ttftMs": 1121,
++          "usage": {
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++            "output": 70,
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++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Alice's brothers have the same sisters as Alice, plus Alice herself. Alice has 2 sisters, so each brother has 2 + 1 = 3 sisters.\n\nANSWER: 3",
++          "costUsd": 0.0021
++        },
++        {
++          "test": "math",
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++          "latencyMs": 693,
++          "ttftMs": 475,
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++          "sample": "a=403;b=2500",
++          "costUsd": 0.000675
++        },
++        {
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++          "latencyMs": 1659,
++          "ttftMs": 447,
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++            "output": 135,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n    if (n < 2) return false;\n    if (n < 4) return true;\n    if (n % 2 === 0) return false;\n    if (n % 3 === 0) return false;\n    for (let i = 5; i * i <= n; i += 6) {\n        if (n % i === 0 || n % (i + 2) === 0) return false;\n    }\n    return true;\n}\n```",
++          "costUsd": 0.00374
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 3306,
++          "ttftMs": 418,
++          "usage": {
++            "input": 54,
++            "output": 201,
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++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en additionnant la valeur du terrain et le coût de reconstruction à neuf des bâtiments, duquel on soustrait la dépréciation accumulée (physique, fonctionnelle et économique). Elle est particulièrement utilisée pour l",
++          "costUsd": 0.005295
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 2626,
++          "ttftMs": 368,
++          "usage": {
++            "input": 34,
++            "output": 134,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is an econometric technique that estimates the value of a good—typically real estate—by breaking it down into its constituent characteristics and determining how much each attribute contributes to the overall price. By regressing observed market prices on features such as loc",
++          "costUsd": 0.00352
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 898,
++          "ttftMs": 428,
++          "usage": {
++            "input": 74,
++            "output": 39,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\":\"Gatineau\",\"country\":\"Canada\",\"province\":\"Quebec\",\"population_estimate\":291041}",
++          "costUsd": 0.001345
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 6820,
++          "usage": {
++            "input": 805,
++            "output": 73,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.00585
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 700,
++          "ttftMs": 537,
++          "usage": {
++            "input": 223,
++            "output": 12,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.001415
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 1479,
++          "ttftMs": 1308,
++          "usage": {
++            "input": 15027,
++            "output": 13,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.07546
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1725,
++          "ttftMs": 1006,
++          "usage": {
++            "input": 26,
++            "output": 39,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Snowflakes blanket pines,\nChâteau Frontenac stands proud—\nSilent, white, and still.",
++          "costUsd": 0.001105
++        }
++      ]
++    },
++    "claude-opus-4-8": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 566,
++          "ttftMs": 554,
++          "usage": {
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++            "output": 7,
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++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.000295
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 4221,
++          "ttftMs": 1665,
++          "usage": {
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++            "output": 297,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "# Reasoning\n\nLet me figure out how many girls (sisters) are in the family total.\n\n- Alice has **2 sisters**\n- Alice herself is also a girl/sister\n\nSo the total number of girls in the family is: Alice + 2 sisters = **3 girls**\n\nNow, from a brother's perspective, his sisters are **all the girls in the",
++          "costUsd": 0.00775
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 1039,
++          "ttftMs": 926,
++          "usage": {
++            "input": 70,
++            "output": 58,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.0018
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1895,
++          "ttftMs": 969,
++          "usage": {
++            "input": 68,
++            "output": 115,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (!Number.isInteger(n) || n < 2) return false;\n  if (n < 4) return true;\n  if (n % 2 === 0) return false;\n  for (let i = 3; i * i <= n; i += 2) {\n    if (n % i === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.003215
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 2543,
++          "ttftMs": 441,
++          "usage": {
++            "input": 49,
++            "output": 167,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en additionnant la valeur du terrain et le coût de reconstruction à neuf des bâtiments, duquel on soustrait la dépréciation liée à l'usure, à l'obsolescence ou à des facteurs externes. Cette approche est particulière",
++          "costUsd": 0.00442
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 1887,
++          "ttftMs": 536,
++          "usage": {
++            "input": 29,
++            "output": 93,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is a statistical method that estimates the value of a good by breaking it down into its individual characteristics, determining how much each attribute contributes to the overall price. It is commonly used in real estate and economics to assess how factors like a property's s",
++          "costUsd": 0.00247
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 899,
++          "ttftMs": 480,
++          "usage": {
++            "input": 69,
++            "output": 41,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291000}",
++          "costUsd": 0.00137
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1231,
++          "ttftMs": 622,
++          "usage": {
++            "input": 415,
++            "output": 80,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "I'll check the current weather in Gatineau, Quebec for you.",
++          "costUsd": 0.004075
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 722,
++          "ttftMs": 516,
++          "usage": {
++            "input": 217,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.001335
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 1193,
++          "ttftMs": 986,
++          "usage": {
++            "input": 15022,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.07536
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1287,
++          "ttftMs": 800,
++          "usage": {
++            "input": 21,
++            "output": 49,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Snow blankets the streets—\nMontreal in silent white,\nbreath freezes midair.",
++          "costUsd": 0.00133
++        }
++      ]
++    },
++    "claude-opus-5": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 4570,
++          "ttftMs": 2100,
++          "usage": {
++            "input": 65,
++            "output": 284,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "**Step 1: Count the girls in the family.**\nAlice has 2 sisters, so including Alice herself, there are 3 girls total.\n\n**Step 2: Count the boys.**\nAlice has 3 brothers, so there are 3 boys.\n\n**Step 3: Take a brother's point of view.**\nA brother is one of the boys. His sisters are all the girls in the",
++          "costUsd": 0.007425
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 2242,
++          "ttftMs": 2137,
++          "usage": {
++            "input": 70,
++            "output": 60,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.00185
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 2144,
++          "ttftMs": 849,
++          "usage": {
++            "input": 68,
++            "output": 138,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (!Number.isInteger(n) || n < 2) return false;\n  if (n < 4) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n\n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n\n  return true;\n}\n```",
++          "costUsd": 0.00379
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 3598,
++          "ttftMs": 1390,
++          "usage": {
++            "input": 49,
++            "output": 252,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût est une approche d'évaluation immobilière qui estime la valeur d'un bien en additionnant la valeur du terrain et le coût de reconstruction ou de remplacement des constructions à neuf, diminué de la dépréciation accumulée (obsolescence physique, fonctionnelle et économique). Elle e",
++          "costUsd": 0.006545
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 2795,
++          "ttftMs": 710,
++          "usage": {
++            "input": 29,
++            "output": 179,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is a regression-based method that estimates the value of a good by breaking it into its constituent characteristics and inferring the implicit price that buyers pay for each attribute. It is most commonly applied to housing markets—where a home's price is modeled as a functio",
++          "costUsd": 0.00462
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 1436,
++          "ttftMs": 1100,
++          "usage": {
++            "input": 69,
++            "output": 101,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291041}",
++          "costUsd": 0.00287
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1854,
++          "ttftMs": 1136,
++          "usage": {
++            "input": 411,
++            "output": 75,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "I'll check the current weather in Gatineau for you.",
++          "costUsd": 0.00393
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 1131,
++          "ttftMs": 1102,
++          "usage": {
++            "input": 217,
++            "output": 23,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.00166
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 959,
++          "ttftMs": 931,
++          "usage": {
++            "input": 15022,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.07536
++        },
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 1655,
++          "ttftMs": 1650,
++          "usage": {
++            "input": 24,
++            "output": 7,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.000295
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 7122,
++          "ttftMs": 6771,
++          "usage": {
++            "input": 21,
++            "output": 472,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Snow swallows the fence—\nthe Saint Lawrence groans with ice;\nwoodsmoke, then silence.",
++          "costUsd": 0.011905
++        }
++      ]
++    },
++    "claude-opus-5-5": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 842,
++          "ttftMs": 830,
++          "usage": {
++            "input": 26,
++            "output": 7,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.000244
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 1742,
++          "ttftMs": 1057,
++          "usage": {
++            "input": 67,
++            "output": 156,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Each of Alice's brothers has **3** sisters.\n\n1. Alice is a girl, and she has 2 sisters. So the family has 3 girls: Alice and her 2 sisters.\n2. Each brother is a sibling of every girl in the family, so his sisters are Alice plus her 2 sisters.\n\nANSWER: 3",
++          "costUsd": 0.003388
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 1216,
++          "ttftMs": 752,
++          "usage": {
++            "input": 72,
++            "output": 37,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.001028
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1778,
++          "ttftMs": 697,
++          "usage": {
++            "input": 70,
++            "output": 138,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (!Number.isInteger(n) || n < 2) return false;\n  if (n < 4) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.00304
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 2832,
++          "ttftMs": 954,
++          "usage": {
++            "input": 51,
++            "output": 232,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût est une technique d'évaluation immobilière qui estime la valeur d'un bien en additionnant la valeur du terrain, considéré comme non bâti, et le coût de reconstruction ou de remplacement à neuf des bâtiments, diminué de la dépréciation accumulée (usure physique, désuétude fonctionn",
++          "costUsd": 0.004844
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 1905,
++          "ttftMs": 633,
++          "usage": {
++            "input": 31,
++            "output": 151,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is an economic method that estimates the value of a good by breaking its price down into the separate contributions of its individual characteristics, such as a house's size, location, number of bedrooms, and proximity to parks or pollution. Using regression analysis on marke",
++          "costUsd": 0.003144
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 1503,
++          "ttftMs": 995,
++          "usage": {
++            "input": 71,
++            "output": 75,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291041}",
++          "costUsd": 0.001784
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 2031,
++          "usage": {
++            "input": 413,
++            "output": 57,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.002792
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 1225,
++          "ttftMs": 689,
++          "usage": {
++            "input": 219,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.001076
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 2615,
++          "ttftMs": 2584,
++          "usage": {
++            "input": 15024,
++            "output": 175,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.063596
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 4977,
++          "ttftMs": 4635,
++          "usage": {
++            "input": 23,
++            "output": 400,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "max_tokens",
++            "stop_details": null
++          },
++          "sample": "**Winter in Québec**\n\nSnow on old stone walls,\nthe frozen Saint Lawrence groans\nbeneath a pale mo",
++          "costUsd": 0.008092
++        }
++      ]
++    },
++    "claude-sonnet-4-5-20250929": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 854,
++          "ttftMs": 780,
++          "usage": {
++            "input": 20,
++            "output": 4,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.00012
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 3399,
++          "ttftMs": 669,
++          "usage": {
++            "input": 48,
++            "output": 146,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Let me think through this step by step.\n\nFirst, let me identify who is in Alice's family:\n- Alice (female)\n- 3 brothers (males)\n- 2 sisters (females)\n\nSo the siblings in the family are:\n- Alice\n- 2 other sisters\n- 3 brothers\n\nNow, the question asks: How many sisters does each of Alice's brothers hav",
++          "costUsd": 0.002334
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 1011,
++          "ttftMs": 618,
++          "usage": {
++            "input": 58,
++            "output": 11,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.000339
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1934,
++          "ttftMs": 937,
++          "usage": {
++            "input": 50,
++            "output": 132,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "\n```js\nfunction isPrime(n) {\n  if (n <= 1) return false;\n  if (n <= 3) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n  \n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n  \n  return true;\n}\n```\n```",
++          "costUsd": 0.00213
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 3130,
++          "ttftMs": 595,
++          "usage": {
++            "input": 40,
++            "output": 117,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en calculant le coût de remplacement du bâtiment à neuf, auquel on soustrait la dépréciation liée à l'âge et à l'obsolescence, puis on ajoute la valeur du terrain. Cette méthode est particulièrement utilisée pour les",
++          "costUsd": 0.001875
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 2468,
++          "ttftMs": 840,
++          "usage": {
++            "input": 21,
++            "output": 64,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is a statistical method that breaks down the price of a good into the values of its individual characteristics or attributes. It is commonly used to estimate the implicit value of specific features, such as determining how much a swimming pool or an extra bedroom contributes ",
++          "costUsd": 0.001023
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 1158,
++          "ttftMs": 820,
++          "usage": {
++            "input": 56,
++            "output": 48,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```json\n{\n  \"city\": \"Gatineau\",\n  \"country\": \"Canada\",\n  \"province\": \"Quebec\",\n  \"population_estimate\": 291041\n}\n```",
++          "costUsd": 0.000888
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1432,
++          "usage": {
++            "input": 595,
++            "output": 58,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.002655
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 732,
++          "ttftMs": 539,
++          "usage": {
++            "input": 211,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.000783
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 1212,
++          "ttftMs": 1116,
++          "usage": {
++            "input": 11100,
++            "output": 9,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.033435
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1675,
++          "ttftMs": 785,
++          "usage": {
++            "input": 16,
++            "output": 32,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "# Winter in Quebec\n\nSnow drifts bury doors\nFrost paints white on windowpanes\nCold breath hangs like smoke",
++          "costUsd": 0.000528
++        }
++      ]
++    },
++    "claude-sonnet-4-6": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 1058,
++          "ttftMs": 958,
++          "usage": {
++            "input": 20,
++            "output": 4,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.00012
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 2909,
++          "ttftMs": 1821,
++          "usage": {
++            "input": 48,
++            "output": 143,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "## Thinking it through:\n\nAlice is a girl, so she counts as a sister to her brothers.\n\nEach of Alice's brothers has these sisters:\n- Alice herself\n- Alice's 2 sisters\n\nSo each brother has **3 sisters** total.\n\nANSWER: 3",
++          "costUsd": 0.002289
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 2260,
++          "ttftMs": 2065,
++          "usage": {
++            "input": 58,
++            "output": 111,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.001839
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1912,
++          "ttftMs": 994,
++          "usage": {
++            "input": 50,
++            "output": 123,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (n < 2) return false;\n  if (n === 2) return true;\n  if (n % 2 === 0) return false;\n  for (let i = 3; i <= Math.sqrt(n); i += 2) {\n    if (n % i === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.001995
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 4367,
++          "ttftMs": 1616,
++          "usage": {
++            "input": 40,
++            "output": 171,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en additionnant la valeur du terrain et le coût de reconstruction à neuf des bâtiments, diminué d'une dépréciation tenant compte de leur vétusté et de leur obsolescence. Cette approche est particulièrement utilisée p",
++          "costUsd": 0.002685
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 3392,
++          "ttftMs": 1294,
++          "usage": {
++            "input": 21,
++            "output": 123,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is an econometric method used to estimate the value of a good by breaking it down into its constituent characteristics and determining how each attribute contributes to its overall price. It is commonly applied in real estate, where a home's price is modeled as a function of ",
++          "costUsd": 0.001908
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 2958,
++          "ttftMs": 2718,
++          "usage": {
++            "input": 56,
++            "output": 158,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291041}",
++          "costUsd": 0.002538
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 2474,
++          "ttftMs": 1732,
++          "usage": {
++            "input": 596,
++            "output": 121,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "Sure! Let me fetch the current weather for Gatineau, Quebec right now!",
++          "costUsd": 0.003603
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 951,
++          "ttftMs": 780,
++          "usage": {
++            "input": 211,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.000783
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 2763,
++          "ttftMs": 2548,
++          "usage": {
++            "input": 11100,
++            "output": 9,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.033435
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 5794,
++          "ttftMs": 5791,
++          "usage": {
++            "input": 16,
++            "output": 300,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "**Snow blankets the plains**\n**St. Lawrence locked in silence**\n**Maple dreams of spring**",
++          "costUsd": 0.004548
++        }
++      ]
++    },
++    "claude-sonnet-5": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 908,
++          "ttftMs": 515,
++          "usage": {
++            "input": 24,
++            "output": 9,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "**Ottawa**",
++          "costUsd": 0.000138
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 2367,
++          "ttftMs": 1557,
++          "usage": {
++            "input": 65,
++            "output": 194,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Each brother shares the same siblings as Alice. Alice has 2 sisters, which means there are 3 girls total in the family (Alice + her 2 sisters). From a brother's perspective, all 3 girls (including Alice) are his sisters.\n\nANSWER: 3",
++          "costUsd": 0.00207
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 1133,
++          "ttftMs": 910,
++          "usage": {
++            "input": 70,
++            "output": 56,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.0007
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1168,
++          "ttftMs": 475,
++          "usage": {
++            "input": 68,
++            "output": 103,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (n < 2) return false;\n  if (n === 2) return true;\n  if (n % 2 === 0) return false;\n  for (let i = 3; i * i <= n; i += 2) {\n    if (n % i === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.001166
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 2344,
++          "ttftMs": 470,
++          "usage": {
++            "input": 49,
++            "output": 190,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en calculant le coût de remplacement ou de reconstruction à neuf de la construction, duquel on déduit la dépréciation liée à l'usure, à l'obsolescence physique, fonctionnelle ou économique, puis en ajoutant la valeur",
++          "costUsd": 0.001998
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 1532,
++          "ttftMs": 460,
++          "usage": {
++            "input": 29,
++            "output": 113,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is a statistical technique used to estimate the value of a good or service by breaking it down into its constituent characteristics and determining the implicit price of each attribute. It is commonly applied to markets like real estate, where the price of a home is analyzed ",
++          "costUsd": 0.001188
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 1069,
++          "ttftMs": 497,
++          "usage": {
++            "input": 69,
++            "output": 41,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\": \"Gatineau\", \"country\": \"Canada\", \"province\": \"Quebec\", \"population_estimate\": 291041}",
++          "costUsd": 0.000548
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1268,
++          "usage": {
++            "input": 479,
++            "output": 93,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.001888
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 993,
++          "ttftMs": 576,
++          "usage": {
++            "input": 217,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.000534
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 1153,
++          "ttftMs": 1128,
++          "usage": {
++            "input": 15022,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.030144
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1170,
++          "ttftMs": 528,
++          "usage": {
++            "input": 21,
++            "output": 35,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Snow blankets the fields—\nMaple trees stand bare and still,\nBreath turns into mist.",
++          "costUsd": 0.000392
++        }
++      ]
++    },
++    "claude-sonnet-5-5": {
++      "provider": "anthropic",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 1025,
++          "ttftMs": 1017,
++          "usage": {
++            "input": 26,
++            "output": 7,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.000122
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 1538,
++          "ttftMs": 561,
++          "usage": {
++            "input": 67,
++            "output": 89,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Alice has 2 sisters, so the girls in the family are Alice plus those 2 sisters, which makes 3 girls in total.\n\nEach of Alice's brothers has all 3 girls as sisters: Alice and her 2 sisters.\n\nANSWER: 3",
++          "costUsd": 0.001024
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 1026,
++          "ttftMs": 525,
++          "usage": {
++            "input": 72,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.000244
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1496,
++          "ttftMs": 520,
++          "usage": {
++            "input": 70,
++            "output": 144,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (!Number.isInteger(n) || n < 2) return false;\n  if (n === 2 || n === 3) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.00158
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 2180,
++          "ttftMs": 501,
++          "usage": {
++            "input": 51,
++            "output": 222,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en additionnant la valeur du terrain (déterminée par comparaison avec des terrains similaires) et le coût de reconstruction à neuf du bâtiment, dont on retranche la dépréciation liée à la vétusté, à l'usure physique ",
++          "costUsd": 0.002322
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 2293,
++          "ttftMs": 820,
++          "usage": {
++            "input": 31,
++            "output": 138,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "A hedonic pricing model is a statistical method, typically a regression, that estimates the value of a good by breaking its price down into the contributions of its individual characteristics, such as a house's size, location, and age. It is widely used in real estate, consumer price indexes, and en",
++          "costUsd": 0.001442
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 1143,
++          "ttftMs": 524,
++          "usage": {
++            "input": 71,
++            "output": 37,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "{\"city\":\"Gatineau\",\"country\":\"Canada\",\"province\":\"Quebec\",\"population_estimate\":291041}",
++          "costUsd": 0.000512
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1279,
++          "usage": {
++            "input": 413,
++            "output": 57,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "tool_use",
++            "stop_details": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":{\"location\":\"Gatineau, Quebec\"}}",
++          "costUsd": 0.001396
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 1091,
++          "ttftMs": 586,
++          "usage": {
++            "input": 219,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.000538
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 1200,
++          "ttftMs": 745,
++          "usage": {
++            "input": 15024,
++            "output": 10,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.030148
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1392,
++          "ttftMs": 843,
++          "usage": {
++            "input": 23,
++            "output": 32,
++            "cachedInput": 0
++          },
++          "api": "messages",
++          "raw": {
++            "stop": "end_turn",
++            "stop_details": null
++          },
++          "sample": "Snow hushes the streets,\nbreath curls white above poutine—\nthe cold sings in French.",
++          "costUsd": 0.000366
++        }
++      ]
++    }
++  }
++}
+ \ No newline at end of file

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added benchmarks/benchmark-report.md +228 −0

++# Chat SPBoucher AI — Benchmark report
++
++Generated 2026-11-01T07:22:05.282Z. Every figure below comes from a real API response recorded in `openai-results.json`, `anthropic-results.json` or `modality-results.json`. Prices come from the official pricing pages (see `pricing.json`). Nothing is estimated from memory.
++
++## Summary
++
++| | OpenAI | Anthropic |
++|---|---|---|
++| Models listed by the API | 140 | 14 |
++| Chat models benchmarked (verified) | 30 | 14 |
++| Listed but unavailable (404/deprecated) | 23 | 0 |
++| Specialized models verified (image/tts/stt/embedding/moderation) | 18 | 0 |
++| Not exercised (realtime/video/legacy/deep-research) | 20 | 0 |
++
++Total benchmark spend (estimated from usage × verified prices): **$2.41**.
++
++## Test suite
++
++| Test | What is measured | Grading |
++|---|---|---|
++| basic | capital of Canada | contains "Ottawa" |
++| reasoning | sisters/brothers riddle | final answer 3 |
++| math | 17·23+144/12 and Σ first 50 odd | a=403;b=2500 |
++| code | isPrime(n) in JS | code executed with node against 8 cases |
++| french | 2 phrases sur la méthode du coût | vocabulaire FR, aucun mot anglais courant |
++| english | hedonic pricing in 2 sentences | key terms, ≤3 sentences |
++| json | strict JSON object about Gatineau | JSON.parse + typed keys |
++| tools | get_weather function call | tool call emitted with location=Gatineau |
++| vision | PNG with 3 red circles + blue square | circles=3 and square named |
++| longctx | ~12k-token document, needle at 42% | code 7431-ALPHA returned |
++| streaming | haiku, streamed | time-to-first-token measured |
++
++Settings: provider defaults (OpenAI Responses API; Anthropic adaptive thinking where supported), max 8 000 output tokens (6 000 for *-pro models, which ran a reduced 4-test suite), one run per test. Single-shot results are indicative, not statistically robust.
++
++## Verified chat models — ranked by quality score
++
++Quality score = share of the 9 graded tests passed (reasoning, math, code, french, english, json, tools, vision, longctx). Latency = median over text tests. Prices in $/1M tokens (input / output).
++
++| Model | Provider | Quality | p50 latency | p50 TTFT | Price in/out | Blended $/1M* | Failures / errors |
++|---|---|---|---|---|---|---|---|
++| claude-haiku-5-5 | anthropic | 100% | 883 ms | 637 ms | $0.1 / $0.5 | $0.20 | — |
++| claude-haiku-4-5-20251001 | anthropic | 100% | 1119 ms | 405 ms | $1 / $5 | $2.00 | — |
++| claude-sonnet-5 | anthropic | 100% | 1168 ms | 528 ms | $2 / $10 | $4.00 | — |
++| chat-latest | openai | 100% | 1215 ms | 547 ms | $5 / $30 | $11.25 | — |
++| claude-fable-5-1 | anthropic | 100% | 1321 ms | 364 ms | $10 / $50 | $20.00 | — |
++| claude-sonnet-5-5 | anthropic | 100% | 1496 ms | 586 ms | $2 / $10 | $4.00 | — |
++| gpt-6-sol | openai | 100% | 1516 ms | 1608 ms | $2 / $10 | $4.00 | — |
++| gpt-5.6-sol | openai | 100% | 1527 ms | 2268 ms | $4 / $20 | $8.00 | — |
++| gpt-5.6-luna | openai | 100% | 1581 ms | 3271 ms | $0.2 / $1.2 | $0.45 | — |
++| o3 | openai | 100% | 1643 ms | 660 ms | $2 / $8 | $3.50 | — |
++| claude-opus-4-7 | anthropic | 100% | 1659 ms | 537 ms | $5 / $25 | $10.00 | — |
++| claude-opus-5-5 | anthropic | 100% | 1742 ms | 954 ms | $4 / $20 | $8.00 | — |
++| claude-opus-4-8 | anthropic | 100% | 1887 ms | 622 ms | $5 / $25 | $10.00 | — |
++| claude-sonnet-4-5-20250929 | anthropic | 100% | 1934 ms | 785 ms | $3 / $15 | $6.00 | — |
++| gpt-6-luna | openai | 100% | 2005 ms | 2952 ms | $0.1 / $0.5 | $0.20 | — |
++| gpt-6.1-sol | openai | 100% | 2020 ms | 3051 ms | $2 / $10 | $4.00 | — |
++| gpt-5.5 | openai | 100% | 2089 ms | 730 ms | $5 / $30 | $11.25 | — |
++| gpt-6-astra | openai | 100% | 2190 ms | 3799 ms | $10 / $50 | $20.00 | — |
++| gpt-6.1-terra | openai | 100% | 2208 ms | 1841 ms | $1 / $5 | $2.00 | — |
++| claude-opus-5 | anthropic | 100% | 2242 ms | 1136 ms | $5 / $25 | $10.00 | — |
++| claude-fable-5 | anthropic | 100% | 2691 ms | 1862 ms | $10 / $50 | $20.00 | — |
++| claude-sonnet-4-6 | anthropic | 100% | 2909 ms | 1732 ms | $3 / $15 | $6.00 | — |
++| gpt-5-nano | openai | 100% | 3034 ms | 10356 ms | $0.05 / $0.4 | $0.14 | — |
++| claude-opus-4-6 | anthropic | 100% | 3613 ms | 2309 ms | $5 / $25 | $10.00 | — |
++| gpt-5-mini | openai | 100% | 3711 ms | 10075 ms | $0.25 / $2 | $0.69 | — |
++| gpt-5 | openai | 100% | 3814 ms | 7922 ms | $1.25 / $10 | $3.44 | — |
++| gpt-5.5-pro | openai | 100% | 5531 ms | — ms | $30 / $180 | $67.50 | — |
++| gpt-5.2-pro | openai | 100% | 6297 ms | — ms | $21 / $168 | $57.75 | — |
++| o3-pro | openai | 100% | 6627 ms | — ms | $20 / $80 | $35.00 | — |
++| gpt-5.4-pro | openai | 100% | 14838 ms | — ms | $30 / $180 | $67.50 | — |
++| gpt-5-pro | openai | 100% | 47132 ms | — ms | $15 / $120 | $41.25 | — |
++| gpt-4.1 | openai | 89% | 704 ms | 413 ms | $2 / $8 | $3.50 | math |
++| gpt-5.4-mini | openai | 89% | 888 ms | 458 ms | $0.75 / $4.5 | $1.69 | math |
++| gpt-4.1-mini | openai | 89% | 897 ms | 343 ms | $0.4 / $1.6 | $0.70 | math |
++| gpt-5.1 | openai | 89% | 1084 ms | 610 ms | $1.25 / $10 | $3.44 | math |
++| gpt-5.3-codex | openai | 89% | 1209 ms | 545 ms | $1.75 / $14 | $4.81 | reasoning |
++| gpt-5.6-terra | openai | 89% | 1214 ms | 611 ms | $2 / $12 | $4.50 | longctx |
++| gpt-5.4 | openai | 89% | 1466 ms | 651 ms | $2.5 / $15 | $5.63 | reasoning |
++| claude-opus-4-5-20251101 | anthropic | 89% | 1940 ms | 806 ms | $5 / $25 | $10.00 | longctx |
++| gpt-4o-mini | openai | 78% | 893 ms | 482 ms | $0.15 / $0.6 | $0.26 | reasoning, math |
++| gpt-5.4-nano | openai | 78% | 969 ms | 541 ms | $0.2 / $1.25 | $0.46 | reasoning, math |
++| gpt-4o | openai | 78% | 1049 ms | 457 ms | $2.5 / $10 | $4.38 | reasoning, math |
++| gpt-5.2 | openai | 78% | 1506 ms | 529 ms | $1.75 / $14 | $4.81 | reasoning, longctx |
++| gpt-5-search-api | openai | 67% | 1707 ms | 1073 ms | $1.25 / $10 | $3.44 | math, tools⚠, vision |
++
++\* Blended = (3 × input + output) / 4, a simple comparison heuristic, not a billing figure.
++
++## Per-test results
++
++| Model | reasoning | math | code | french | english | json | tools | vision | longctx | basic | streaming |
++|---|---|---|---|---|---|---|---|---|---|---|---|
++| claude-fable-5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-fable-5-1 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-haiku-4-5-20251001 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-haiku-5-5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-opus-4-6 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-opus-4-7 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-opus-4-8 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-opus-5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-opus-5-5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-sonnet-4-5-20250929 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-sonnet-4-6 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-sonnet-5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-sonnet-5-5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| claude-opus-4-5-20251101 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ |
++| chat-latest | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5-mini | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5-nano | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5-pro | ✅ | · | · | · | · | ✅ | ✅ | · | · | ✅ | · |
++| gpt-5.2-pro | ✅ | · | · | · | · | ✅ | ✅ | · | · | ✅ | · |
++| gpt-5.4-pro | ✅ | · | · | · | · | ✅ | ✅ | · | · | ✅ | · |
++| gpt-5.5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5.5-pro | ✅ | · | · | · | · | ✅ | ✅ | · | · | ✅ | · |
++| gpt-5.6-luna | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5.6-sol | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-6-astra | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-6-luna | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-6-sol | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-6.1-sol | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-6.1-terra | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| o3 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| o3-pro | ✅ | · | · | · | · | ✅ | ✅ | · | · | ✅ | · |
++| gpt-4.1 | ✅ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-4.1-mini | ✅ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5.1 | ✅ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5.3-codex | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5.4 | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5.4-mini | ✅ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5.6-terra | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ |
++| gpt-4o | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-4o-mini | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5.2 | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ |
++| gpt-5.4-nano | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
++| gpt-5-search-api | ✅ | ❌ | ✅ | ✅ | ✅ | ✅ | ⚠️ | ❌ | ✅ | ✅ | ✅ |
++
++## Listed but unavailable
++
++These ids are returned by the provider's model listing but reject inference. The app marks them **unavailable** and hides them by default.
++
++| Model | Provider | Reason |
++|---|---|---|
++| gpt-3.5-turbo | openai | The model `gpt-3.5-turbo` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-4 | openai | The model `gpt-4` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-4-turbo | openai | The model `gpt-4-turbo` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-4.1-nano | openai | The model `gpt-4.1-nano` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-4o-mini-search-preview | openai | The model `gpt-4o-mini-search-preview` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-4o-search-preview | openai | The model `gpt-4o-search-preview` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5-chat-latest | openai | The model `gpt-5-chat-latest` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5-codex | openai | The model `gpt-5-codex` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5.1-chat-latest | openai | The model `gpt-5.1-chat-latest` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5.1-codex | openai | The model `gpt-5.1-codex` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5.1-codex-max | openai | The model `gpt-5.1-codex-max` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5.1-codex-mini | openai | The model `gpt-5.1-codex-mini` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5.2-chat-latest | openai | The model `gpt-5.2-chat-latest` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5.2-codex | openai | The model `gpt-5.2-codex` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-5.3-chat-latest | openai | The model `gpt-5.3-chat-latest` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| gpt-audio | openai | 400 400 This model requires that either input content or output modality contain audio. |
++| gpt-audio-1.5 | openai | 400 400 This model requires that either input content or output modality contain audio. |
++| gpt-audio-mini | openai | 400 400 This model requires that either input content or output modality contain audio. |
++| gpt-image-1 | openai | 400 400 The model 'gpt-image-1' does not exist. |
++| o1 | openai | The model `o1` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| o1-pro | openai | The model `o1-pro` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| o3-mini | openai | The model `o3-mini` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++| o4-mini | openai | The model `o4-mini` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations |
++
++## Specialized models (modality tests)
++
++| Model | Kind | Result | Latency | Notes |
++|---|---|---|---|---|
++| chatgpt-image-latest | image | ✅ verified | 5382 ms | tokens {"input_tokens":17,"input_tokens_details":{"image_tokens":0,"text_tokens":17},"o |
++| gpt-4o-mini-transcribe | stt | ✅ verified | 412 ms | "Bonjour, ceci est un test de synthèse vocale pour Chat SP Bo" |
++| gpt-4o-mini-tts | tts | ✅ verified | 542 ms |  |
++| gpt-4o-transcribe | stt | ✅ verified | 625 ms | "Bonjour, ceci est un test de synthèse vocale pour Chat SP Bo" |
++| gpt-4o-transcribe-diarize | stt | ✅ verified | 2799 ms | "Bonjour, ceci est un test de synthèse vocale pour Chat spbou" |
++| gpt-audio | audio-chat | ❌ 400 400 This model requires that either input content or output modality contain audio. | 122 ms |  |
++| gpt-audio-1.5 | audio-chat | ❌ 400 400 This model requires that either input content or output modality contain audio. | 103 ms |  |
++| gpt-audio-mini | audio-chat | ❌ 400 400 This model requires that either input content or output modality contain audio. | 132 ms |  |
++| gpt-image-1 | image | ❌ 400 400 The model 'gpt-image-1' does not exist. | 174 ms |  |
++| gpt-image-1-mini | image | ✅ verified | 5797 ms | tokens {"input_tokens":17,"input_tokens_details":{"image_tokens":0,"text_tokens":17},"o |
++| gpt-image-1.5 | image | ✅ verified | 4864 ms | tokens {"input_tokens":17,"input_tokens_details":{"image_tokens":0,"text_tokens":17},"o |
++| gpt-image-2 | image | ✅ verified | 6375 ms | tokens {"input_tokens":17,"input_tokens_details":{"image_tokens":0,"text_tokens":17},"o |
++| gpt-image-2.5-flare | image | ✅ verified | 4765 ms | tokens {"input_tokens":17,"input_tokens_details":{"image_tokens":0,"text_tokens":17},"o |
++| gpt-image-2.5-sunburst | image | ✅ verified | 6665 ms | tokens {"input_tokens":17,"input_tokens_details":{"image_tokens":0,"text_tokens":17},"o |
++| gpt-transcribe | stt | ✅ verified | 459 ms | "Bonjour, ceci est un test de synthèse vocale pour Chat SPBoc" |
++| omni-moderation-latest | moderation | ✅ verified | 521 ms |  |
++| text-embedding-3-large | embedding | ✅ verified | 215 ms | 3072 dims |
++| text-embedding-3-small | embedding | ✅ verified | 319 ms | 1536 dims |
++| text-embedding-ada-002 | embedding | ✅ verified | 162 ms | 1536 dims |
++| tts-1 | tts | ✅ verified | 2195 ms |  |
++| tts-1-hd | tts | ✅ verified | 1689 ms |  |
++| whisper-1 | stt | ✅ verified | 642 ms | "Bonjour, ceci est un test de synthèse vocale pour Tchat, SP " |
++
++## Not exercised
++
++| Model | Kind | Why |
++|---|---|---|
++| babbage-002 | legacy-completion | Legacy completions endpoint — not used by this app |
++| davinci-002 | legacy-completion | Legacy completions endpoint — not used by this app |
++| gpt-3.5-turbo-instruct | legacy-completion | Legacy completions endpoint — not used by this app |
++| gpt-3.5-turbo-instruct-0914 | legacy-completion | Legacy completions endpoint — not used by this app |
++| gpt-live-1 | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-live-transcribe | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-realtime | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-realtime-1.5 | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-realtime-2 | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-realtime-2.1 | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-realtime-2.1-mini | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-realtime-mini | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-realtime-translate | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| gpt-realtime-whisper | realtime | WebSocket/WebRTC realtime model — not a chat-completion model; not exercised |
++| o3-deep-research | deep-research | Requires hosted web-search tools and long runs — not benchmarked without explicit budget approval |
++| o4-mini-deep-research | deep-research | Requires hosted web-search tools and long runs — not benchmarked without explicit budget approval |
++| sora-2 | video | Video generation — not tested (cost) |
++| sora-2-pro | video | Video generation — not tested (cost) |
++| tts-1-1106 | tts | not tested |
++| tts-1-hd-1106 | tts | not tested |
++
++## Errors encountered on verified models
++
++- **gpt-5-search-api**: tools: 404 404 tools is not supported in this model. For a list of supported models, refer to https://platform.openai.com/docs/guides/function-call
++
++## Limitations
++
++- One run per test: latency and pass/fail are single observations.
++- Reasoning models spend hidden reasoning tokens; their latency and cost reflect default effort.
++- Pricing was read from the public pricing pages on 2026-11-01; models missing from those pages have no cost estimate.
++- The long-context test uses ~12k tokens, far below the advertised windows; it checks retrieval, not window size.

added benchmarks/capability-matrix.json +3610 −0

++{
++  "generatedAt": "2026-11-01T07:22:05.282Z",
++  "entries": [
++    {
++      "id": "claude-fable-5",
++      "provider": "anthropic",
++      "kind": "chat",
++      "available": true,
++      "tested": true,
++      "status": "verified",
++      "capabilities": {
++        "text": true,
++        "vision": true,
++        "tools": true,
++        "structuredOutput": true,
++        "streaming": true,
++        "reasoning": true,
++        "longContext": true,
++        "audioInput": false,
++        "audioOutput": false,
++        "imageGeneration": false
++      },
++      "pricing": {
++        "input": 10,
++        "cacheWrite5m": 12.5,
++        "cacheWrite1h": 20,
++        "cachedInput": 1,
++        "output": 50
++      },
++      "lastVerifiedAt": "2026-11-01T07:22:05.282Z",
++      "contextWindow": 1000000,
++      "maxOutputTokens": 128000,
++      "benchmark": {
++        "tests": 11,
++        "passed": 11,
++        "qualityScore": 100,
++        "p50LatencyMs": 2691,
++        "p50TtftMs": 1862,
++        "totalCostUsd": 0.20264,
++        "avgOutputTokens": 77,
++        "perTest": {
++          "basic": "pass",
++          "reasoning": "pass",
++          "math": "pass",
++          "code": "pass",
++          "french": "pass",
++          "english": "pass",
++          "json": "pass",
++          "tools": "pass",
++          "vision": "pass",
++          "longctx": "pass",
++          "streaming": "pass"
++        },
++        "errors": []
++      }
++    },
++    {
++      "id": "claude-fable-5-1",
++      "provider": "anthropic",
++      "kind": "chat",
++      "available": true,
++      "tested": true,
++      "status": "verified",
++      "capabilities": {
++        "text": true,
++        "vision": true,
++        "tools": true,
++        "structuredOutput": true,
++        "streaming": true,
++        "reasoning": true,
++        "longContext": true,
++        "audioInput": false,
++        "audioOutput": false,
++        "imageGeneration": false
++      },
++      "pricing": {
++        "input": 10,
++        "cacheWrite5m": 12.5,
++        "cacheWrite1h": 20,
++        "cachedInput": 0.25,
++        "output": 50
++      },
++      "lastVerifiedAt": "2026-11-01T07:22:05.282Z",
++      "contextWindow": 1000000,
++      "maxOutputTokens": 128000,
++      "benchmark": {
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++    }
++  ]
++}
+ \ No newline at end of file

added benchmarks/modality-results.json +241 −0

++{
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++  "results": {
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++}
+ \ No newline at end of file

added benchmarks/model-discovery.json +1940 −0

++{
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++}
+ \ No newline at end of file

added benchmarks/openai-results.json +5869 −0

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++          "error": "404 404 The model `gpt-5-codex` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations"
++        }
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++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d'un bien en additionnant la valeur du terrain et le coût de reproduction ou de remplacement des constructions, puis en déduisant l'obsolescence et la dépréciation accumulées. Elle est particulièrement utile pour les immeubles",
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++          "costUsd": 0.000615
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++          "usage": {
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++            "reasoning": 384
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++          "costUsd": 0.000849
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++          "ttftMs": 10075,
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++          "sample": "Gray roofs under snow\nStreet lamps halo the soft falling\nMaple smoke in air",
++          "costUsd": 0.00171575
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++          "costUsd": 0.0004225000000000001
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++          "usage": {
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++            "reasoning": 768
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++          "api": "responses",
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++          "usage": {
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++            "reasoning": 512
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++          "api": "responses",
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++          "usage": {
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++          "usage": {
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++          "usage": {
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++            "output": 93,
++            "cachedInput": 0,
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++          "raw": {
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++          "latencyMs": 4414,
++          "usage": {
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++            "output": 27,
++            "cachedInput": 1408,
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++          "sample": "```js\nfunction isPrime(n) {\n  if (!Number.isInteger(n) || n <= 1) return false;\n  if (n === 2) return true;\n  if (n % 2 === 0) return false;\n\n  const limit = Math.floor(Math.sqrt(n));\n  for (let i = 3; i <= limit; i += 2) {\n    if (n % i === 0) return false;\n  }\n\n  return true;\n}\n```",
++          "costUsd": 0.0016975
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++          "usage": {
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++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d’un bien en additionnant la valeur du terrain et le coût de reconstruction à neuf du bâtiment, puis en retranchant la dépréciation due à l’usure, à l’obsolescence ou à des facteurs externes. Elle est surtout utilisée pour les",
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++          "latencyMs": 1766,
++          "usage": {
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++          "api": "responses",
++          "raw": {
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++          "sample": "A hedonic pricing model estimates how the price of a good or asset is determined by the value of its individual characteristics, such as a house’s size, location, or number of bedrooms. It is commonly used to isolate the implicit price of each attribute by statistically relating observed prices to o",
++          "costUsd": 0.000995
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++          "sample": "{\"city\":\"Gatineau\",\"country\":\"Canada\",\"province\":\"Quebec\",\"population_estimate\":291041}",
++          "costUsd": 0.000535
++        },
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++          "sample": "{\"name\":\"get_weather\",\"arguments\":\"{\\\"location\\\":\\\"Gatineau, Quebec\\\"}\"}",
++          "costUsd": 0.0005025
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++          "sample": "circles=3; other=square",
++          "costUsd": 0.000665
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++          "ok": true,
++          "latencyMs": 1010,
++          "usage": {
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++          "sample": "7431-ALPHA",
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++          "ttftMs": 651,
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++          "api": "responses",
++          "sample": "Snow hushes old stones  \nSt. Lawrence breathes silver and cold  \nPines cradle moonlight",
++          "costUsd": 0.0003975
++        }
++      ],
++      "api": "responses"
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++    "gpt-5.4-mini": {
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++          "ok": true,
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++          "usage": {
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++          "sample": "Ottawa",
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++          "sample": "Alice has 2 sisters, and all of Alice’s brothers share the same sisters. That means each brother has 3 sisters total: Alice plus her 2 sisters.\n\nANSWER: 3",
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++          "sample": "```js\nfunction isPrime(n) {\n  if (n <= 1 || n % 1 !== 0) return false;\n  if (n <= 3) return true;\n  if (n % 2 === 0 || n % 3 === 0) return false;\n  for (let i = 5; i * i <= n; i += 6) {\n    if (n % i === 0 || n % (i + 2) === 0) return false;\n  }\n  return true;\n}\n```",
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++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d’un bien en additionnant la valeur du terrain et le coût de reconstruction à neuf du bâtiment, puis en retranchant la dépréciation liée à l’usure, à l’obsolescence ou à d’autres pertes de valeur. Elle est surtout utilisée pou",
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++          "usage": {
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++          "sample": "{\"city\":\"Gatineau\",\"country\":\"Canada\",\"province\":\"Quebec\",\"population_estimate\":290000}",
++          "costUsd": 0.0001605
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++          "sample": "{\"name\":\"get_weather\",\"arguments\":\"{\\\"location\\\":\\\"Gatineau, Quebec\\\"}\"}",
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++          "test": "vision",
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++          "usage": {
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++          "sample": "circles=3; other=square",
++          "costUsd": 0.0001995
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++          "ok": true,
++          "latencyMs": 671,
++          "usage": {
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++          "ttftMs": 458,
++          "usage": {
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++          "sample": "Snow hushes Québec  \nMaples sleep beneath ice light  \nWind sings through stone streets",
++          "costUsd": 0.00010575
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++          "latencyMs": 570,
++          "usage": {
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++            "output": 6,
++            "cachedInput": 0,
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++          },
++          "api": "responses",
++          "raw": {
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++          "sample": "Ottawa",
++          "costUsd": 0.0000113
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++          "ok": false,
++          "latencyMs": 979,
++          "usage": {
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++          "latencyMs": 969,
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++          "latencyMs": 1069,
++          "usage": {
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++          "costUsd": 0.00015605
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++          "sample": "La méthode du coût en évaluation immobilière consiste à estimer la valeur d’un bien en additionnant le coût de reconstruction à neuf (ou de remplacement) du bien et la valeur de la dépréciation liée à son âge et à son état, puis en tenant compte des coûts éventuels. Elle aboutit à une estimation bas",
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++          "latencyMs": 779,
++          "usage": {
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++            "reasoning": 0
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++            "incomplete": null
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++          "costUsd": 0.00007275
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++          "latencyMs": 524,
++          "usage": {
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++          "costUsd": 0.000044149999999999996
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++          "latencyMs": 647,
++          "usage": {
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++          },
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++          "costUsd": 0.000041299999999999994
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++          "latencyMs": 590,
++          "usage": {
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++            "output": 12,
++            "cachedInput": 0,
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++          "latencyMs": 557,
++          "usage": {
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++          "latencyMs": 757,
++          "ttftMs": 541,
++          "usage": {
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++          "costUsd": 0.00003425
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++          "latencyMs": 6194,
++          "usage": {
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++            "output": 25,
++            "cachedInput": 0,
++            "reasoning": 17
++          },
++          "api": "responses",
++          "raw": {
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++          "costUsd": 0.00507
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++          "latencyMs": 14838,
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++          "costUsd": 0.02502
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++        {
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++          "ok": true,
++          "latencyMs": 22867,
++          "usage": {
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++            "reasoning": 170
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++          "costUsd": 0.03738
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++          "latencyMs": 9786,
++          "usage": {
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++          "costUsd": 0.00603
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++          "usage": {
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++          "latencyMs": 2058,
++          "usage": {
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++          "costUsd": 0.00246
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++          "usage": {
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++          "costUsd": 0.002705
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++          "ok": true,
++          "latencyMs": 2207,
++          "usage": {
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++          "api": "responses",
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++          "sample": "A hedonic pricing model estimates the value of a good by breaking it into its measurable characteristics, such as size, location, quality, or features. It is often used in real estate and environmental economics to infer how much people are willing to pay for specific attributes, like an extra bedro",
++          "costUsd": 0.00265
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++          "latencyMs": 2290,
++          "usage": {
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++            "reasoning": 72
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++          "api": "responses",
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++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.018358
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 3362,
++          "ttftMs": 3051,
++          "usage": {
++            "input": 15,
++            "output": 142,
++            "cachedInput": 0,
++            "reasoning": 120
++          },
++          "api": "responses",
++          "sample": "Snow blankets Québec  \nCold winds sweep the frozen streets  \nChurch bells warm the night",
++          "costUsd": 0.00145
++        }
++      ],
++      "api": "responses"
++    },
++    "gpt-6.1-terra": {
++      "provider": "openai",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 1679,
++          "usage": {
++            "input": 19,
++            "output": 6,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.000049
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 1913,
++          "usage": {
++            "input": 42,
++            "output": 41,
++            "cachedInput": 0,
++            "reasoning": 19
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "Each brother has Alice and her 2 sisters as sisters.\n\nANSWER: 3",
++          "costUsd": 0.000247
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 2414,
++          "usage": {
++            "input": 50,
++            "output": 37,
++            "cachedInput": 0,
++            "reasoning": 24
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.000235
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 2772,
++          "usage": {
++            "input": 49,
++            "output": 139,
++            "cachedInput": 0,
++            "reasoning": 74
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (n < 2) return false;\n  for (let i = 2; i * i <= n; i++) {\n    if (n % i === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.000744
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 2289,
++          "usage": {
++            "input": 31,
++            "output": 67,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "La méthode du coût consiste à estimer la valeur d’un bien immobilier en additionnant la valeur du terrain et le coût actuel de construction d’un bâtiment équivalent. On déduit ensuite la dépréciation liée notamment à l’usure, à la vétusté et aux éventuelles obsolescences.",
++          "costUsd": 0.000366
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 1832,
++          "usage": {
++            "input": 20,
++            "output": 51,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "A hedonic pricing model estimates the value of a good by examining how its characteristics affect its price. For example, it can estimate how much features such as location, size, and number of bedrooms contribute to a home’s sale price.",
++          "costUsd": 0.000275
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 2208,
++          "usage": {
++            "input": 52,
++            "output": 105,
++            "cachedInput": 0,
++            "reasoning": 76
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "{\"city\":\"Gatineau\",\"country\":\"Canada\",\"province\":\"Quebec\",\"population_estimate\":300000}",
++          "costUsd": 0.000577
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1797,
++          "usage": {
++            "input": 69,
++            "output": 22,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":\"{\\\"location\\\":\\\"Gatineau, Quebec\\\"}\"}",
++          "costUsd": 0.000179
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 1076,
++          "usage": {
++            "input": 194,
++            "output": 12,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.000254
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 1390,
++          "usage": {
++            "input": 9134,
++            "output": 9,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.009179
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 2287,
++          "ttftMs": 1841,
++          "usage": {
++            "input": 15,
++            "output": 107,
++            "cachedInput": 0,
++            "reasoning": 83
++          },
++          "api": "responses",
++          "sample": "Snow crowns Quebec roofs  \nThe Saint Lawrence sleeps in ice  \nCold stars gild the pines",
++          "costUsd": 0.00055
++        }
++      ],
++      "api": "responses"
++    },
++    "o1": {
++      "provider": "openai",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": false,
++          "latencyMs": 434,
++          "error": "404 404 The model `o1` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations"
++        }
++      ]
++    },
++    "o1-pro": {
++      "provider": "openai",
++      "kind": "chat-pro",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": false,
++          "latencyMs": 241,
++          "error": "404 404 The model `o1-pro` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations"
++        }
++      ]
++    },
++    "o3": {
++      "provider": "openai",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 1135,
++          "usage": {
++            "input": 19,
++            "output": 35,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.000318
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 1643,
++          "usage": {
++            "input": 42,
++            "output": 225,
++            "cachedInput": 0,
++            "reasoning": 128
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "Alice is one of the sisters herself.  \nFor any one of her brothers, the female siblings are:  \n1. Alice  \n2. Sister #1  \n3. Sister #2  \n\nSo each brother has 3 sisters.  \nANSWER: 3",
++          "costUsd": 0.001884
++        },
++        {
++          "test": "math",
++          "ok": true,
++          "latencyMs": 1925,
++          "usage": {
++            "input": 50,
++            "output": 214,
++            "cachedInput": 0,
++            "reasoning": 192
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "a=403;b=2500",
++          "costUsd": 0.001812
++        },
++        {
++          "test": "code",
++          "ok": true,
++          "latencyMs": 1148,
++          "usage": {
++            "input": 49,
++            "output": 141,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "```js\nfunction isPrime(n) {\n  if (n <= 1 || n % 1 !== 0) return false;\n  if (n === 2) return true;\n  if (n % 2 === 0) return false;\n\n  const limit = Math.sqrt(n);\n  for (let i = 3; i <= limit; i += 2) {\n    if (n % i === 0) return false;\n  }\n  return true;\n}\n```",
++          "costUsd": 0.001226
++        },
++        {
++          "test": "french",
++          "ok": true,
++          "latencyMs": 2235,
++          "usage": {
++            "input": 31,
++            "output": 290,
++            "cachedInput": 0,
++            "reasoning": 192
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "La méthode du coût, ou approche par le coût de remplacement, consiste à estimer la valeur d’un bien immobilier en additionnant la valeur du terrain à celle du coût actuel de reconstruction ou de reconstitution du bâtiment, puis en retranchant la dépréciation physique, fonctionnelle et économique. El",
++          "costUsd": 0.002382
++        },
++        {
++          "test": "english",
++          "ok": true,
++          "latencyMs": 1757,
++          "usage": {
++            "input": 20,
++            "output": 234,
++            "cachedInput": 0,
++            "reasoning": 128
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "A hedonic pricing model is an econometric technique that decomposes the market price of a differentiated good into the implicit prices of its observable attributes. By regressing transaction prices on characteristics such as size, quality, location, and environmental factors, it quantifies how much ",
++          "costUsd": 0.001912
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 1596,
++          "usage": {
++            "input": 52,
++            "output": 207,
++            "cachedInput": 0,
++            "reasoning": 128
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "{\"city\":\"Gatineau\",\"country\":\"Canada\",\"province\":\"Quebec\",\"population_estimate\":291041}",
++          "costUsd": 0.00176
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 1182,
++          "usage": {
++            "input": 66,
++            "output": 135,
++            "cachedInput": 0,
++            "reasoning": 64
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":\"{\\\"location\\\":\\\"Gatineau, Quebec\\\"}\"}",
++          "costUsd": 0.001212
++        },
++        {
++          "test": "vision",
++          "ok": true,
++          "latencyMs": 1256,
++          "usage": {
++            "input": 112,
++            "output": 89,
++            "cachedInput": 0,
++            "reasoning": 64
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "circles=3; other=square",
++          "costUsd": 0.000936
++        },
++        {
++          "test": "longctx",
++          "ok": true,
++          "latencyMs": 1620,
++          "usage": {
++            "input": 9134,
++            "output": 192,
++            "cachedInput": 0,
++            "reasoning": 128
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "7431-ALPHA",
++          "costUsd": 0.019804
++        },
++        {
++          "test": "streaming",
++          "ok": true,
++          "latencyMs": 1039,
++          "ttftMs": 660,
++          "usage": {
++            "input": 15,
++            "output": 39,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "sample": "Snow cloaks silent pines,  \nSaint-Lawrence exhales cold mist—  \nStars crackle like ice.",
++          "costUsd": 0.000342
++        }
++      ],
++      "api": "responses"
++    },
++    "o3-mini": {
++      "provider": "openai",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": false,
++          "latencyMs": 275,
++          "error": "404 404 The model `o3-mini` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations"
++        }
++      ]
++    },
++    "o3-pro": {
++      "provider": "openai",
++      "kind": "chat-pro",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": true,
++          "latencyMs": 4543,
++          "usage": {
++            "input": 19,
++            "output": 35,
++            "cachedInput": 0,
++            "reasoning": 0
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "Ottawa",
++          "costUsd": 0.00318
++        },
++        {
++          "test": "reasoning",
++          "ok": true,
++          "latencyMs": 9652,
++          "usage": {
++            "input": 42,
++            "output": 168,
++            "cachedInput": 0,
++            "reasoning": 64
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "A brother of Alice counts all his female siblings as sisters.  \nAlice herself is female, and there are 2 additional sisters.  \nThus, each brother has 1 (Alice) + 2 (other sisters) = 3 sisters.\n\nANSWER: 3",
++          "costUsd": 0.01428
++        },
++        {
++          "test": "json",
++          "ok": true,
++          "latencyMs": 6627,
++          "usage": {
++            "input": 52,
++            "output": 218,
++            "cachedInput": 0,
++            "reasoning": 128
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "{\"city\":\"Gatineau\",\"country\":\"Canada\",\"province\":\"Quebec\",\"population_estimate\":291041}",
++          "costUsd": 0.01848
++        },
++        {
++          "test": "tools",
++          "ok": true,
++          "latencyMs": 6422,
++          "usage": {
++            "input": 66,
++            "output": 117,
++            "cachedInput": 0,
++            "reasoning": 64
++          },
++          "api": "responses",
++          "raw": {
++            "status": "completed",
++            "incomplete": null
++          },
++          "sample": "{\"name\":\"get_weather\",\"arguments\":\"{\\\"location\\\":\\\"Gatineau, Quebec\\\"}\"}",
++          "costUsd": 0.01068
++        }
++      ],
++      "api": "responses"
++    },
++    "o4-mini": {
++      "provider": "openai",
++      "kind": "chat",
++      "tests": [
++        {
++          "test": "basic",
++          "ok": false,
++          "latencyMs": 243,
++          "error": "404 404 The model `o4-mini` has been deprecated, learn more here: https://platform.openai.com/docs/deprecations"
++        }
++      ]
++    }
++  }
++}
+ \ No newline at end of file

added benchmarks/pricing.json +98 −0

++{
++  "_meta": {
++    "verifiedAt": "2026-11-01",
++    "unit": "USD per 1M tokens unless noted",
++    "sources": {
++      "openai": "https://developers.openai.com/api/docs/pricing (standard tier, <272K context)",
++      "anthropic": "https://platform.claude.com/docs/en/about-claude/pricing"
++    },
++    "note": "Models absent from this file have no verified price; the app must display their cost as unknown."
++  },
++  "openai": {
++    "gpt-6-astra": {"input": 10, "cachedInput": 1, "output": 50, "notes": "long context (>272K) $20/$2/$75"},
++    "gpt-6.1-sol": {"input": 2, "cachedInput": 0.10, "output": 10},
++    "gpt-6.1-terra": {"input": 1, "cachedInput": 0.05, "output": 5},
++    "gpt-6-luna": {"input": 0.10, "cachedInput": 0.01, "output": 0.50},
++    "gpt-6-sol": {"input": 2, "cachedInput": 0.20, "output": 10},
++    "gpt-5.6-sol": {"input": 4, "cachedInput": 0.40, "output": 20, "notes": "promotional through at least 2026-11-21"},
++    "gpt-5.6-terra": {"input": 2, "cachedInput": 0.20, "output": 12},
++    "gpt-5.6-luna": {"input": 0.20, "cachedInput": 0.02, "output": 1.20},
++    "gpt-5.5": {"input": 5, "cachedInput": 0.50, "output": 30},
++    "gpt-5.5-pro": {"input": 30, "output": 180},
++    "gpt-5.4": {"input": 2.50, "cachedInput": 0.25, "output": 15},
++    "gpt-5.4-pro": {"input": 30, "output": 180},
++    "gpt-5.4-mini": {"input": 0.75, "cachedInput": 0.075, "output": 4.50},
++    "gpt-5.4-nano": {"input": 0.20, "cachedInput": 0.02, "output": 1.25},
++    "gpt-5.2": {"input": 1.75, "cachedInput": 0.175, "output": 14},
++    "gpt-5.2-pro": {"input": 21, "output": 168},
++    "gpt-5.1": {"input": 1.25, "cachedInput": 0.125, "output": 10},
++    "gpt-5": {"input": 1.25, "cachedInput": 0.125, "output": 10},
++    "gpt-5-mini": {"input": 0.25, "cachedInput": 0.025, "output": 2},
++    "gpt-5-nano": {"input": 0.05, "cachedInput": 0.005, "output": 0.40},
++    "gpt-5-pro": {"input": 15, "output": 120},
++    "gpt-4.1": {"input": 2, "cachedInput": 0.50, "output": 8},
++    "gpt-4.1-mini": {"input": 0.40, "cachedInput": 0.10, "output": 1.60},
++    "gpt-4.1-nano": {"input": 0.10, "cachedInput": 0.025, "output": 0.40},
++    "gpt-4o": {"input": 2.50, "cachedInput": 1.25, "output": 10},
++    "gpt-4o-mini": {"input": 0.15, "cachedInput": 0.075, "output": 0.60},
++    "o1": {"input": 15, "cachedInput": 7.50, "output": 60},
++    "o1-pro": {"input": 150, "output": 600},
++    "o3-pro": {"input": 20, "output": 80},
++    "o3": {"input": 2, "cachedInput": 0.50, "output": 8},
++    "o4-mini": {"input": 1.10, "cachedInput": 0.275, "output": 4.40},
++    "o3-mini": {"input": 1.10, "cachedInput": 0.55, "output": 4.40},
++    "gpt-4-turbo": {"input": 10, "output": 30, "notes": "listed as gpt-4-turbo-2024-04-09"},
++    "gpt-4": {"input": 30, "output": 60, "notes": "listed as gpt-4-0613"},
++    "gpt-3.5-turbo": {"input": 0.50, "output": 1.50},
++    "chat-latest": {"input": 5, "cachedInput": 0.50, "output": 30, "notes": "ChatGPT model"},
++    "gpt-5.3-codex": {"input": 1.75, "cachedInput": 0.175, "output": 14},
++    "gpt-5-search-api": {"input": 1.25, "cachedInput": 0.125, "output": 10},
++    "gpt-image-2.5-sunburst": {"imageInput": 8, "imageCachedInput": 2, "imageOutput": 30, "input": 5, "cachedInput": 1.25, "unit": "image tokens / text tokens"},
++    "gpt-image-2.5-flare": {"imageInput": 8, "imageCachedInput": 2, "imageOutput": 30, "input": 5, "cachedInput": 1.25, "unit": "image tokens / text tokens"},
++    "gpt-image-2": {"imageInput": 8, "imageCachedInput": 2, "imageOutput": 30, "input": 5, "cachedInput": 1.25, "unit": "image tokens / text tokens"},
++    "gpt-image-1.5": {"imageInput": 8, "imageCachedInput": 2, "imageOutput": 32, "input": 5, "cachedInput": 1.25, "output": 10, "unit": "image tokens / text tokens"},
++    "gpt-image-1-mini": {"imageInput": 2.50, "imageCachedInput": 0.25, "imageOutput": 8, "input": 2, "cachedInput": 0.20, "unit": "image tokens / text tokens"},
++    "chatgpt-image-latest": {"imageInput": 8, "imageCachedInput": 2, "imageOutput": 32, "input": 5, "cachedInput": 1.25, "output": 10, "unit": "image tokens / text tokens"},
++    "gpt-realtime-2.1": {"audioInput": 32, "audioOutput": 64, "input": 4, "cachedInput": 0.40, "output": 24, "unit": "audio tokens / text tokens"},
++    "gpt-realtime-2.1-mini": {"audioInput": 10, "audioOutput": 20, "input": 0.60, "cachedInput": 0.06, "output": 2.40},
++    "gpt-realtime-2": {"audioInput": 32, "audioOutput": 64, "input": 4, "cachedInput": 0.40, "output": 24},
++    "gpt-realtime-1.5": {"audioInput": 32, "audioOutput": 64, "input": 4, "cachedInput": 0.40, "output": 16},
++    "gpt-realtime": {"audioInput": 32, "audioOutput": 64, "input": 4, "cachedInput": 0.40, "output": 16},
++    "gpt-realtime-mini": {"audioInput": 10, "audioOutput": 20, "input": 0.60, "cachedInput": 0.06, "output": 2.40},
++    "gpt-audio-1.5": {"audioInput": 32, "audioOutput": 64, "input": 2.50, "output": 10},
++    "gpt-audio": {"audioInput": 32, "audioOutput": 64, "input": 2.50, "output": 10},
++    "gpt-audio-mini": {"audioInput": 10, "audioOutput": 20, "input": 0.60, "output": 2.40},
++    "gpt-4o-mini-tts": {"input": 0.60, "audioOutput": 12, "notes": "~$0.015 per minute"},
++    "tts-1": {"perMillionCharacters": 15},
++    "tts-1-hd": {"perMillionCharacters": 30},
++    "gpt-live-1": {"perMinute": 0.05},
++    "gpt-realtime-translate": {"perMinute": 0.034},
++    "gpt-live-transcribe": {"perMinute": 0.017},
++    "gpt-realtime-whisper": {"perMinute": 0.017},
++    "gpt-transcribe": {"perMinute": 0.0045},
++    "gpt-4o-transcribe": {"audioInput": 2.50, "output": 10, "perMinute": 0.006},
++    "gpt-4o-mini-transcribe": {"audioInput": 1.25, "output": 5, "perMinute": 0.003},
++    "gpt-4o-transcribe-diarize": {"audioInput": 2.50, "output": 10, "perMinute": 0.006},
++    "whisper-1": {"perMinute": 0.006, "notes": "page lists 'Whisper'"},
++    "text-embedding-3-small": {"input": 0.02},
++    "text-embedding-3-large": {"input": 0.13},
++    "text-embedding-ada-002": {"input": 0.10},
++    "omni-moderation-latest": {"input": 0, "notes": "free"}
++  },
++  "anthropic": {
++    "claude-fable-5-1": {"input": 10, "cacheWrite5m": 12.50, "cacheWrite1h": 20, "cachedInput": 0.25, "output": 50},
++    "claude-fable-5": {"input": 10, "cacheWrite5m": 12.50, "cacheWrite1h": 20, "cachedInput": 1, "output": 50},
++    "claude-opus-5-5": {"input": 4, "cacheWrite5m": 5, "cacheWrite1h": 8, "cachedInput": 0.20, "output": 20},
++    "claude-opus-5": {"input": 5, "cacheWrite5m": 6.25, "cacheWrite1h": 10, "cachedInput": 0.50, "output": 25},
++    "claude-opus-4-8": {"input": 5, "cacheWrite5m": 6.25, "cacheWrite1h": 10, "cachedInput": 0.50, "output": 25},
++    "claude-opus-4-7": {"input": 5, "cacheWrite5m": 6.25, "cacheWrite1h": 10, "cachedInput": 0.50, "output": 25},
++    "claude-opus-4-6": {"input": 5, "cacheWrite5m": 6.25, "cacheWrite1h": 10, "cachedInput": 0.50, "output": 25},
++    "claude-opus-4-5-20251101": {"input": 5, "cacheWrite5m": 6.25, "cacheWrite1h": 10, "cachedInput": 0.50, "output": 25},
++    "claude-sonnet-5-5": {"input": 2, "cacheWrite5m": 2.50, "cacheWrite1h": 4, "cachedInput": 0.10, "output": 10},
++    "claude-sonnet-5": {"input": 2, "cacheWrite5m": 2.50, "cacheWrite1h": 4, "cachedInput": 0.20, "output": 10},
++    "claude-sonnet-4-6": {"input": 3, "cacheWrite5m": 3.75, "cacheWrite1h": 6, "cachedInput": 0.30, "output": 15},
++    "claude-sonnet-4-5-20250929": {"input": 3, "cacheWrite5m": 3.75, "cacheWrite1h": 6, "cachedInput": 0.30, "output": 15, "notes": "deprecated, retires 2026-11-30"},
++    "claude-haiku-5-5": {"input": 0.10, "cacheWrite5m": 0.125, "cacheWrite1h": 0.20, "cachedInput": 0.01, "output": 0.50, "notes": "prompts >100K tokens: $0.50/$2.50"},
++    "claude-haiku-4-5-20251001": {"input": 1, "cacheWrite5m": 1.25, "cacheWrite1h": 2, "cachedInput": 0.10, "output": 5}
++  }
++}

added benchmarks/routing-recommendations.json +89 −0

++{
++  "generatedAt": "2026-11-01T07:22:05.282Z",
++  "modes": {
++    "quality": [
++      "claude-fable-5-1",
++      "gpt-6-astra",
++      "claude-fable-5"
++    ],
++    "fast": [
++      "gpt-4.1",
++      "claude-haiku-5-5",
++      "gpt-5.4-mini"
++    ],
++    "economy": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ]
++  },
++  "byTask": {
++    "code": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ],
++    "math": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ],
++    "reasoning": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ],
++    "french": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ],
++    "vision": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ],
++    "tools": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ],
++    "json": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ],
++    "longctx": [
++      "gpt-5-nano",
++      "claude-haiku-5-5",
++      "gpt-6-luna"
++    ]
++  },
++  "specialized": {
++    "imageGeneration": [
++      "chatgpt-image-latest",
++      "gpt-image-1-mini",
++      "gpt-image-1.5",
++      "gpt-image-2",
++      "gpt-image-2.5-flare",
++      "gpt-image-2.5-sunburst"
++    ],
++    "tts": [
++      "gpt-4o-mini-tts",
++      "tts-1",
++      "tts-1-hd"
++    ],
++    "stt": [
++      "gpt-4o-mini-transcribe",
++      "gpt-4o-transcribe",
++      "gpt-4o-transcribe-diarize",
++      "gpt-transcribe",
++      "whisper-1"
++    ],
++    "embedding": [
++      "text-embedding-3-large",
++      "text-embedding-3-small",
++      "text-embedding-ada-002"
++    ]
++  }
++}
+ \ No newline at end of file

added benchmarks/routing-recommendations.md +38 −0

++# Routing recommendations
++
++Derived mechanically from `capability-matrix.json` (2026-11-01T07:22:05.282Z). The in-app router uses the same data at runtime; the owner can override any choice.
++
++## Modes
++
++- **Quality** — highest quality score; ties broken by higher list price (assumption: the vendor's higher tier is stronger on tasks harder than this suite), then latency; *-pro models excluded (latency): `claude-fable-5-1` (100%, 1321 ms, $10 / $50), `gpt-6-astra` (100%, 2190 ms, $10 / $50), `claude-fable-5` (100%, 2691 ms, $10 / $50)
++- **Fast** — lowest median latency among models scoring ≥ 89 %: `gpt-4.1` (89%, 704 ms, $2 / $8), `claude-haiku-5-5` (100%, 883 ms, $0.1 / $0.5), `gpt-5.4-mini` (89%, 888 ms, $0.75 / $4.5)
++- **Economy** — cheapest blended price among models scoring 100 %: `gpt-5-nano` (100%, 3034 ms, $0.05 / $0.4), `claude-haiku-5-5` (100%, 883 ms, $0.1 / $0.5), `gpt-6-luna` (100%, 2005 ms, $0.1 / $0.5)
++- **Automatic** — classify the task (code / math / vision / long document / general / French), pick the first candidate of the matching task list below that is available, fall back to the Quality list.
++
++## By task
++
++- **code**: `gpt-5-nano`, `claude-haiku-5-5`, `gpt-6-luna`
++- **math**: `gpt-5-nano`, `claude-haiku-5-5`, `gpt-6-luna`
++- **reasoning**: `gpt-5-nano`, `claude-haiku-5-5`, `gpt-6-luna`
++- **french**: `gpt-5-nano`, `claude-haiku-5-5`, `gpt-6-luna`
++- **vision**: `gpt-5-nano`, `claude-haiku-5-5`, `gpt-6-luna`
++- **tools**: `gpt-5-nano`, `claude-haiku-5-5`, `gpt-6-luna`
++- **json**: `gpt-5-nano`, `claude-haiku-5-5`, `gpt-6-luna`
++- **longctx**: `gpt-5-nano`, `claude-haiku-5-5`, `gpt-6-luna`
++
++## Specialized
++
++- Image generation: `chatgpt-image-latest`, `gpt-image-1-mini`, `gpt-image-1.5`, `gpt-image-2`, `gpt-image-2.5-flare`, `gpt-image-2.5-sunburst`
++- Text-to-speech: `gpt-4o-mini-tts`, `tts-1`, `tts-1-hd`
++- Speech-to-text: `gpt-4o-mini-transcribe`, `gpt-4o-transcribe`, `gpt-4o-transcribe-diarize`, `gpt-transcribe`, `whisper-1`
++- Embeddings (memory & semantic search): `text-embedding-3-large`, `text-embedding-3-small`, `text-embedding-ada-002`
++
++## Defaults proposed for the app
++
++- Default chat model: `claude-fable-5-1`
++- Fast mode: `gpt-4.1`
++- Economy mode: `gpt-5-nano`
++- Title generation / memory extraction / classification (cheap, fast): `gpt-5-nano`
++- Embeddings: `text-embedding-3-small` (1536 dims, verified)
++- Image generation: `gpt-image-1.5`
++- STT: `gpt-4o-mini-transcribe` · TTS: `gpt-4o-mini-tts`

added benchmarks/vision-test.png +0 −0

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added db/migrations/001_init.sql +311 −0

++-- Chat SPBoucher AI — initial schema (PostgreSQL 17 + pgvector)
++CREATE EXTENSION IF NOT EXISTS vector;
++CREATE EXTENSION IF NOT EXISTS pgcrypto;
++
++-- ---------------------------------------------------------------- owner & auth
++CREATE TABLE IF NOT EXISTS owner (
++  id            smallint PRIMARY KEY DEFAULT 1 CHECK (id = 1),
++  username      text NOT NULL,
++  password_hash text NOT NULL,              -- argon2id
++  totp_secret   text,                        -- optional 2FA (encrypted at rest by app key)
++  created_at    timestamptz NOT NULL DEFAULT now(),
++  updated_at    timestamptz NOT NULL DEFAULT now()
++);
++
++CREATE TABLE IF NOT EXISTS sessions (
++  id          text PRIMARY KEY,              -- sha256(token)
++  created_at  timestamptz NOT NULL DEFAULT now(),
++  expires_at  timestamptz NOT NULL,
++  last_seen   timestamptz NOT NULL DEFAULT now(),
++  user_agent  text,
++  ip          text,
++  revoked_at  timestamptz
++);
++CREATE INDEX IF NOT EXISTS sessions_expires_idx ON sessions (expires_at);
++
++CREATE TABLE IF NOT EXISTS login_attempts (
++  id        bigserial PRIMARY KEY,
++  ip        text NOT NULL,
++  at        timestamptz NOT NULL DEFAULT now(),
++  success   boolean NOT NULL
++);
++CREATE INDEX IF NOT EXISTS login_attempts_ip_at_idx ON login_attempts (ip, at DESC);
++
++CREATE TABLE IF NOT EXISTS webauthn_credentials (
++  id            text PRIMARY KEY,
++  public_key    bytea NOT NULL,
++  counter       bigint NOT NULL DEFAULT 0,
++  transports    text[],
++  label         text,
++  created_at    timestamptz NOT NULL DEFAULT now()
++);
++
++-- ---------------------------------------------------------------- settings (key/value)
++CREATE TABLE IF NOT EXISTS settings (
++  key        text PRIMARY KEY,
++  value      jsonb NOT NULL,
++  updated_at timestamptz NOT NULL DEFAULT now()
++);
++
++-- ---------------------------------------------------------------- model registry
++CREATE TABLE IF NOT EXISTS models (
++  id                text PRIMARY KEY,
++  provider          text NOT NULL CHECK (provider IN ('openai','anthropic','local')),
++  display_name      text NOT NULL,
++  kind              text NOT NULL DEFAULT 'chat',   -- chat | chat-pro | search | image | tts | stt | embedding | moderation | realtime | video | legacy-completion | deep-research | audio-chat
++  api               text,                           -- responses | chat | messages
++  status            text NOT NULL DEFAULT 'untested', -- verified | unavailable | unsupported | untested
++  available         boolean NOT NULL DEFAULT false,
++  tested            boolean NOT NULL DEFAULT false,
++  unavailable_reason text,
++  capabilities      jsonb NOT NULL DEFAULT '{}'::jsonb,
++  context_window    integer,
++  max_output_tokens integer,
++  pricing           jsonb,
++  benchmark         jsonb,
++  hidden            boolean NOT NULL DEFAULT false,
++  favorite          boolean NOT NULL DEFAULT false,
++  sort_order        integer NOT NULL DEFAULT 0,
++  last_verified_at  timestamptz,
++  first_seen_at     timestamptz NOT NULL DEFAULT now(),
++  updated_at        timestamptz NOT NULL DEFAULT now()
++);
++
++-- ---------------------------------------------------------------- projects
++CREATE TABLE IF NOT EXISTS projects (
++  id              text PRIMARY KEY,
++  name            text NOT NULL,
++  description     text,
++  instructions    text,
++  default_model   text,
++  color           text,
++  icon            text,
++  tool_permissions jsonb NOT NULL DEFAULT '{}'::jsonb,
++  notes           text,
++  sort_order      integer NOT NULL DEFAULT 0,
++  archived_at     timestamptz,
++  created_at      timestamptz NOT NULL DEFAULT now(),
++  updated_at      timestamptz NOT NULL DEFAULT now()
++);
++
++-- ---------------------------------------------------------------- conversations & messages
++CREATE TABLE IF NOT EXISTS conversations (
++  id               text PRIMARY KEY,
++  project_id       text REFERENCES projects(id) ON DELETE SET NULL,
++  title            text NOT NULL DEFAULT 'Nouvelle conversation',
++  model_id         text,
++  settings         jsonb NOT NULL DEFAULT '{}'::jsonb,   -- effort, routing mode, tools enabled, system override…
++  pinned           boolean NOT NULL DEFAULT false,
++  archived_at      timestamptz,
++  parent_id        text REFERENCES conversations(id) ON DELETE SET NULL,   -- branch origin
++  branch_message_id text,
++  mode             text NOT NULL DEFAULT 'chat',          -- chat | compare | research
++  message_count    integer NOT NULL DEFAULT 0,
++  total_cost_usd   numeric(12,6) NOT NULL DEFAULT 0,
++  last_message_at  timestamptz,
++  created_at       timestamptz NOT NULL DEFAULT now(),
++  updated_at       timestamptz NOT NULL DEFAULT now(),
++  tsv              tsvector
++);
++CREATE INDEX IF NOT EXISTS conversations_project_idx ON conversations (project_id);
++CREATE INDEX IF NOT EXISTS conversations_updated_idx ON conversations (updated_at DESC);
++CREATE INDEX IF NOT EXISTS conversations_tsv_idx ON conversations USING gin (tsv);
++
++CREATE TABLE IF NOT EXISTS messages (
++  id              text PRIMARY KEY,
++  conversation_id text NOT NULL REFERENCES conversations(id) ON DELETE CASCADE,
++  parent_id       text REFERENCES messages(id) ON DELETE SET NULL,   -- message tree (branching / regenerate)
++  role            text NOT NULL CHECK (role IN ('user','assistant','system','tool')),
++  parts           jsonb NOT NULL DEFAULT '[]'::jsonb,    -- [{type:text|image|file|tool_call|tool_result|reasoning|artifact|citation,...}]
++  text            text NOT NULL DEFAULT '',             -- plain text (search + context)
++  model_id        text,
++  provider        text,
++  settings        jsonb,                                 -- effort/routing used for THIS response
++  routing         jsonb,                                 -- {mode, requested, selected, reason}
++  usage           jsonb,                                 -- {input, output, cached, reasoning}
++  cost_usd        numeric(12,6),
++  latency_ms      integer,
++  ttft_ms         integer,
++  status          text NOT NULL DEFAULT 'complete',      -- streaming | complete | error | cancelled
++  error           text,
++  active          boolean NOT NULL DEFAULT true,         -- false for superseded siblings (regenerate/edit)
++  created_at      timestamptz NOT NULL DEFAULT now(),
++  tsv             tsvector GENERATED ALWAYS AS (to_tsvector('simple', coalesce(text,''))) STORED
++);
++CREATE INDEX IF NOT EXISTS messages_conv_idx ON messages (conversation_id, created_at);
++CREATE INDEX IF NOT EXISTS messages_parent_idx ON messages (parent_id);
++CREATE INDEX IF NOT EXISTS messages_tsv_idx ON messages USING gin (tsv);
++
++CREATE TABLE IF NOT EXISTS message_embeddings (
++  message_id text PRIMARY KEY REFERENCES messages(id) ON DELETE CASCADE,
++  embedding  vector(1536) NOT NULL,
++  model      text NOT NULL DEFAULT 'text-embedding-3-small',
++  created_at timestamptz NOT NULL DEFAULT now()
++);
++CREATE INDEX IF NOT EXISTS message_embeddings_idx ON message_embeddings USING hnsw (embedding vector_cosine_ops);
++
++-- ---------------------------------------------------------------- attachments & document chunks
++CREATE TABLE IF NOT EXISTS attachments (
++  id              text PRIMARY KEY,
++  conversation_id text REFERENCES conversations(id) ON DELETE SET NULL,
++  project_id      text REFERENCES projects(id) ON DELETE SET NULL,
++  message_id      text REFERENCES messages(id) ON DELETE SET NULL,
++  kind            text NOT NULL DEFAULT 'upload',       -- upload | generated-image | audio | export
++  filename        text NOT NULL,
++  mime            text NOT NULL,
++  size_bytes      bigint NOT NULL,
++  path            text NOT NULL,                        -- relative to DATA_DIR/uploads
++  sha256          text,
++  extracted_text  text,
++  page_count      integer,
++  meta            jsonb NOT NULL DEFAULT '{}'::jsonb,
++  created_at      timestamptz NOT NULL DEFAULT now()
++);
++CREATE INDEX IF NOT EXISTS attachments_conv_idx ON attachments (conversation_id);
++CREATE INDEX IF NOT EXISTS attachments_project_idx ON attachments (project_id);
++
++CREATE TABLE IF NOT EXISTS document_chunks (
++  id            bigserial PRIMARY KEY,
++  attachment_id text NOT NULL REFERENCES attachments(id) ON DELETE CASCADE,
++  idx           integer NOT NULL,
++  page          integer,
++  content       text NOT NULL,
++  embedding     vector(1536),
++  tsv           tsvector GENERATED ALWAYS AS (to_tsvector('simple', content)) STORED
++);
++CREATE INDEX IF NOT EXISTS document_chunks_att_idx ON document_chunks (attachment_id, idx);
++CREATE INDEX IF NOT EXISTS document_chunks_tsv_idx ON document_chunks USING gin (tsv);
++CREATE INDEX IF NOT EXISTS document_chunks_emb_idx ON document_chunks USING hnsw (embedding vector_cosine_ops);
++
++-- ---------------------------------------------------------------- memory
++CREATE TABLE IF NOT EXISTS memories (
++  id                     text PRIMARY KEY,
++  category               text NOT NULL DEFAULT 'context',   -- preference | writing | research | project | infrastructure | objective | concept | context
++  content                text NOT NULL,
++  source                 text NOT NULL DEFAULT 'manual',    -- manual | extracted | imported
++  source_conversation_id text REFERENCES conversations(id) ON DELETE SET NULL,
++  source_message_id      text REFERENCES messages(id) ON DELETE SET NULL,
++  project_id             text REFERENCES projects(id) ON DELETE CASCADE,  -- null = global
++  status                 text NOT NULL DEFAULT 'active',    -- candidate | active | disabled
++  confidence             real,
++  embedding              vector(1536),
++  use_count              integer NOT NULL DEFAULT 0,
++  last_used_at           timestamptz,
++  created_at             timestamptz NOT NULL DEFAULT now(),
++  updated_at             timestamptz NOT NULL DEFAULT now(),
++  tsv                    tsvector GENERATED ALWAYS AS (to_tsvector('simple', content)) STORED
++);
++CREATE INDEX IF NOT EXISTS memories_status_idx ON memories (status);
++CREATE INDEX IF NOT EXISTS memories_emb_idx ON memories USING hnsw (embedding vector_cosine_ops);
++CREATE INDEX IF NOT EXISTS memories_tsv_idx ON memories USING gin (tsv);
++
++-- ---------------------------------------------------------------- artifacts
++CREATE TABLE IF NOT EXISTS artifacts (
++  id              text PRIMARY KEY,
++  conversation_id text REFERENCES conversations(id) ON DELETE CASCADE,
++  message_id      text REFERENCES messages(id) ON DELETE SET NULL,
++  project_id      text REFERENCES projects(id) ON DELETE SET NULL,
++  root_id         text,                                  -- first version id
++  version         integer NOT NULL DEFAULT 1,
++  type            text NOT NULL,                         -- html | react | typescript | python | markdown | table | chart | svg | mermaid | math | code
++  language        text,
++  title           text NOT NULL,
++  content         text NOT NULL,
++  saved           boolean NOT NULL DEFAULT false,
++  created_at      timestamptz NOT NULL DEFAULT now()
++);
++CREATE INDEX IF NOT EXISTS artifacts_conv_idx ON artifacts (conversation_id);
++CREATE INDEX IF NOT EXISTS artifacts_root_idx ON artifacts (root_id, version);
++
++-- ---------------------------------------------------------------- usage & spending
++CREATE TABLE IF NOT EXISTS usage_events (
++  id              bigserial PRIMARY KEY,
++  at              timestamptz NOT NULL DEFAULT now(),
++  provider        text NOT NULL,
++  model_id        text NOT NULL,
++  kind            text NOT NULL DEFAULT 'chat',          -- chat | compare | research | title | memory | embedding | image | tts | stt | judge | tool
++  conversation_id text,
++  project_id      text,
++  message_id      text,
++  input_tokens    integer NOT NULL DEFAULT 0,
++  output_tokens   integer NOT NULL DEFAULT 0,
++  cached_tokens   integer NOT NULL DEFAULT 0,
++  reasoning_tokens integer NOT NULL DEFAULT 0,
++  cost_estimated  numeric(12,6),
++  cost_confirmed  numeric(12,6),                        -- filled when a provider billing export is imported
++  latency_ms      integer,
++  ttft_ms         integer,
++  status          text NOT NULL DEFAULT 'ok',            -- ok | error | cancelled
++  error           text,
++  meta            jsonb
++);
++CREATE INDEX IF NOT EXISTS usage_at_idx ON usage_events (at DESC);
++CREATE INDEX IF NOT EXISTS usage_model_idx ON usage_events (model_id, at DESC);
++CREATE INDEX IF NOT EXISTS usage_project_idx ON usage_events (project_id, at DESC);
++
++-- ---------------------------------------------------------------- comparisons & research
++CREATE TABLE IF NOT EXISTS comparisons (
++  id               text PRIMARY KEY,
++  conversation_id  text REFERENCES conversations(id) ON DELETE SET NULL,
++  project_id       text REFERENCES projects(id) ON DELETE SET NULL,
++  prompt           text NOT NULL,
++  model_ids        text[] NOT NULL,
++  results          jsonb NOT NULL DEFAULT '[]'::jsonb,   -- [{modelId, text, usage, cost, latency, ttft, error}]
++  judge            jsonb,                                 -- {modelId, verdict, text}
++  preferred_model  text,
++  created_at       timestamptz NOT NULL DEFAULT now()
++);
++
++CREATE TABLE IF NOT EXISTS research_runs (
++  id              text PRIMARY KEY,
++  conversation_id text REFERENCES conversations(id) ON DELETE SET NULL,
++  project_id      text REFERENCES projects(id) ON DELETE SET NULL,
++  question        text NOT NULL,
++  model_id        text NOT NULL,
++  status          text NOT NULL DEFAULT 'planning',      -- planning | searching | reading | synthesizing | complete | error | cancelled
++  plan            jsonb,
++  steps           jsonb NOT NULL DEFAULT '[]'::jsonb,
++  sources         jsonb NOT NULL DEFAULT '[]'::jsonb,
++  report_md       text,
++  cost_usd        numeric(12,6) NOT NULL DEFAULT 0,
++  error           text,
++  created_at      timestamptz NOT NULL DEFAULT now(),
++  completed_at    timestamptz
++);
++
++-- ---------------------------------------------------------------- tool executions (audit log)
++CREATE TABLE IF NOT EXISTS tool_executions (
++  id              text PRIMARY KEY,
++  conversation_id text,
++  message_id      text,
++  tool            text NOT NULL,
++  input           jsonb,
++  output          jsonb,
++  status          text NOT NULL,                         -- pending_approval | approved | denied | ok | error
++  duration_ms     integer,
++  created_at      timestamptz NOT NULL DEFAULT now()
++);
++CREATE INDEX IF NOT EXISTS tool_exec_conv_idx ON tool_executions (conversation_id, created_at DESC);
++
++-- ---------------------------------------------------------------- triggers
++CREATE OR REPLACE FUNCTION conversations_tsv_update() RETURNS trigger AS $$
++BEGIN NEW.tsv := to_tsvector('simple', coalesce(NEW.title,'')); RETURN NEW; END $$ LANGUAGE plpgsql;
++DROP TRIGGER IF EXISTS conversations_tsv_trg ON conversations;
++CREATE TRIGGER conversations_tsv_trg BEFORE INSERT OR UPDATE OF title ON conversations FOR EACH ROW EXECUTE FUNCTION conversations_tsv_update();
++
++CREATE OR REPLACE FUNCTION touch_updated_at() RETURNS trigger AS $$
++BEGIN NEW.updated_at := now(); RETURN NEW; END $$ LANGUAGE plpgsql;
++DROP TRIGGER IF EXISTS conversations_touch ON conversations;
++CREATE TRIGGER conversations_touch BEFORE UPDATE ON conversations FOR EACH ROW EXECUTE FUNCTION touch_updated_at();
++DROP TRIGGER IF EXISTS projects_touch ON projects;
++CREATE TRIGGER projects_touch BEFORE UPDATE ON projects FOR EACH ROW EXECUTE FUNCTION touch_updated_at();
++DROP TRIGGER IF EXISTS memories_touch ON memories;
++CREATE TRIGGER memories_touch BEFORE UPDATE ON memories FOR EACH ROW EXECUTE FUNCTION touch_updated_at();
++
++-- default settings
++INSERT INTO settings (key, value) VALUES
++  ('memory', '{"enabled": true, "autoExtract": true, "requireApproval": false}'),
++  ('spending', '{"dailyLimitUsd": 10, "monthlyLimitUsd": 150, "alertAtPercent": 80}'),
++  ('routing', '{"defaultMode": "manual"}'),
++  ('appearance', '{"theme": "dark"}')
++ON CONFLICT (key) DO NOTHING;

added eslint.config.mjs +18 −0

++import { defineConfig, globalIgnores } from "eslint/config";
++import nextVitals from "eslint-config-next/core-web-vitals";
++import nextTs from "eslint-config-next/typescript";
++
++const eslintConfig = defineConfig([
++  ...nextVitals,
++  ...nextTs,
++  // Override default ignores of eslint-config-next.
++  globalIgnores([
++    // Default ignores of eslint-config-next:
++    ".next/**",
++    "out/**",
++    "build/**",
++    "next-env.d.ts",
++  ]),
++]);
++
++export default eslintConfig;

added next-env.d.ts +6 −0

++/// <reference types="next" />
++/// <reference types="next/image-types/global" />
++import "./.next/types/routes.d.ts";
++
++// NOTE: This file should not be edited
++// see https://nextjs.org/docs/app/api-reference/config/typescript for more information.

added next.config.ts +17 −0

++import type { NextConfig } from "next";
++
++const nextConfig: NextConfig = {
++  /* config options here */
++  cacheComponents: true,
++  partialPrefetching: true,
++  turbopack: {
++    rules: {
++      "*.css": {
++        loaders: ["@tailwindcss/turbopack"],
++        as: "*.css",
++      },
++    },
++  },
++};
++
++export default nextConfig;

added package.json +63 −0

++{
++  "name": "chat-spboucher-ai",
++  "version": "0.1.0",
++  "private": true,
++  "type": "module",
++  "scripts": {
++    "dev": "next dev -p 8500",
++    "build": "next build",
++    "start": "next start -p 8500",
++    "lint": "eslint",
++    "db:migrate": "tsx scripts/db/migrate.ts",
++    "setup:owner": "tsx scripts/setup-owner.ts",
++    "bench": "tsx scripts/benchmarks/run.ts",
++    "bench:discover": "tsx scripts/benchmarks/discover.ts",
++    "bench:modalities": "tsx scripts/benchmarks/modalities.ts",
++    "bench:report": "tsx scripts/benchmarks/report.ts",
++    "registry:refresh": "tsx scripts/registry-refresh.ts"
++  },
++  "dependencies": {
++    "@anthropic-ai/sdk": "^1.3.0",
++    "@node-rs/argon2": "^2.2.2",
++    "@types/node": "^26.6.6",
++    "@types/pngjs": "^6.0.5",
++    "clsx": "^2.1.1",
++    "date-fns": "^4.4.0",
++    "docx": "^9.15.0",
++    "highlight.js": "^11.12.0",
++    "katex": "^0.19.1",
++    "lucide-react": "^1.66.0",
++    "mammoth": "^1.13.0",
++    "mermaid": "^12.2.0",
++    "mime": "^4.1.2",
++    "nanoid": "^6.0.2",
++    "next": "16.4.3",
++    "openai": "^7.47.0",
++    "pdf-parse": "^2.4.5",
++    "pngjs": "^7.0.0",
++    "postgres": "^4.0.0",
++    "react": "19.3.0",
++    "react-dom": "19.3.0",
++    "react-markdown": "^10.1.0",
++    "recharts": "^3.10.1",
++    "rehype-highlight": "^7.0.2",
++    "rehype-katex": "^7.0.1",
++    "remark-gfm": "^4.0.1",
++    "remark-math": "^6.0.0",
++    "swr": "^2.5.1",
++    "tsx": "^4.23.15",
++    "typescript": "^7.0.2",
++    "xlsx": "^0.18.5",
++    "zod": "^4.6.7"
++  },
++  "packageManager": "pnpm@11.1.2",
++  "devDependencies": {
++    "@tailwindcss/postcss": "^4.3.3",
++    "@types/pdf-parse": "^1.1.5",
++    "@types/react": "^19.3.0",
++    "@types/react-dom": "^19.3.0",
++    "eslint": "^10.14.0",
++    "eslint-config-next": "16.4.3",
++    "tailwindcss": "^4.3.3"
++  }
++}
+ \ No newline at end of file

added pnpm-lock.yaml +4610 −0

++lockfileVersion: '9.0'
++
++settings:
++  autoInstallPeers: true
++  excludeLinksFromLockfile: false
++
++importers:
++
++  .:
++    dependencies:
++      '@anthropic-ai/sdk':
++        specifier: ^1.3.0
++        version: 1.3.0(zod@4.6.7)
++      '@node-rs/argon2':
++        specifier: ^2.2.2
++        version: 2.2.2
++      '@types/node':
++        specifier: ^26.6.6
++        version: 26.6.6
++      '@types/pngjs':
++        specifier: ^6.0.5
++        version: 6.0.5
++      clsx:
++        specifier: ^2.1.1
++        version: 2.1.1
++      date-fns:
++        specifier: ^4.4.0
++        version: 4.4.0
++      docx:
++        specifier: ^9.15.0
++        version: 9.15.0
++      highlight.js:
++        specifier: ^11.12.0
++        version: 11.12.0
++      katex:
++        specifier: ^0.19.1
++        version: 0.19.1
++      lucide-react:
++        specifier: ^1.66.0
++        version: 1.66.0(@types/react@19.3.0)(react@19.3.0)
++      mammoth:
++        specifier: ^1.13.0
++        version: 1.13.0
++      mermaid:
++        specifier: ^12.2.0
++        version: 12.2.0
++      mime:
++        specifier: ^4.1.2
++        version: 4.1.2
++      nanoid:
++        specifier: ^6.0.2
++        version: 6.0.2
++      next:
++        specifier: 16.4.3
++        version: 16.4.3(@babel/core@7.29.7)(@opentelemetry/api@1.10.0)(@types/node@26.6.6)(react-dom@19.3.0(react@19.3.0))(react@19.3.0)
++      openai:
++        specifier: ^7.47.0
++        version: 7.47.0(zod@4.6.7)
++      pdf-parse:
++        specifier: ^2.4.5
++        version: 2.4.5
++      pngjs:
++        specifier: ^7.0.0
++        version: 7.0.0
++      postgres:
++        specifier: ^4.0.0
++        version: 4.0.0
++      react:
++        specifier: 19.3.0
++        version: 19.3.0
++      react-dom:
++        specifier: 19.3.0
++        version: 19.3.0(react@19.3.0)
++      react-markdown:
++        specifier: ^10.1.0
++        version: 10.1.0(@types/react@19.3.0)(react@19.3.0)
++      recharts:
++        specifier: ^3.10.1
++        version: 3.10.1(@types/react@19.3.0)(react-dom@19.3.0(react@19.3.0))(react-is@16.13.1)(react@19.3.0)(redux@5.0.1)
++      rehype-highlight:
++        specifier: ^7.0.2
++        version: 7.0.2
++      rehype-katex:
++        specifier: ^7.0.1
++        version: 7.0.1
++      remark-gfm:
++        specifier: ^4.0.1
++        version: 4.0.1
++      remark-math:
++        specifier: ^6.0.0
++        version: 6.0.0
++      swr:
++        specifier: ^2.5.1
++        version: 2.5.1(react@19.3.0)
++      tsx:
++        specifier: ^4.23.15
++        version: 4.23.15
++      typescript:
++        specifier: ^7.0.2
++        version: 7.0.2
++      xlsx:
++        specifier: ^0.18.5
++        version: 0.18.5
++      zod:
++        specifier: ^4.6.7
++        version: 4.6.7
++    devDependencies:
++      '@tailwindcss/postcss':
++        specifier: ^4.3.3
++        version: 4.3.3
++      '@types/pdf-parse':
++        specifier: ^1.1.5
++        version: 1.1.5
++      '@types/react':
++        specifier: ^19.3.0
++        version: 19.3.0
++      '@types/react-dom':
++        specifier: ^19.3.0
++        version: 19.3.0(@types/react@19.3.0)
++      eslint:
++        specifier: ^10.14.0
++        version: 10.14.0(jiti@2.7.0)
++      eslint-config-next:
++        specifier: 16.4.3
++        version: 16.4.3(@typescript-eslint/parser@8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2))(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)
++      tailwindcss:
++        specifier: ^4.3.3
++        version: 4.3.3
++
++packages:
++
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++    resolution: {integrity: sha512-U4+70Pc5ZS9osnCBCE5Jha/ciHM+Yp+CNMNC/7HvYbNRk1Ldd+f7qO65W5qfhu/TCv+/ozljlXXe9Nj8419DMA==}
++    engines: {node: '>=10'}
++
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++
++  '@anthropic-ai/sdk@1.3.0':
++    resolution: {integrity: sha512-k7z9BlLLPxfZH+ov7dS6EnaN/wiZeV8YNT1LZfrpAHIy7oY7pHr4UzirF9f2OlHtFEnRBOX+AZQ91Y5fK+TPTw==}
++    hasBin: true
++    peerDependencies:
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++    peerDependenciesMeta:
++      zod:
++        optional: true
++
++  '@babel/code-frame@7.29.7':
++    resolution: {integrity: sha512-Aup7aUOfpbAUg2ROOJN6Iw5f9DMBlzu0mIkm/malLQFN/YQgO48wCj0Kxa3sEHJvPVFg7siR+qRInwXd2qhQKw==}
++    engines: {node: '>=6.9.0'}
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++    optional: true
++
++  '@tailwindcss/oxide-win32-arm64-msvc@4.3.3':
++    optional: true
++
++  '@tailwindcss/oxide-win32-x64-msvc@4.3.3':
++    optional: true
++
++  '@tailwindcss/oxide@4.3.3':
++    optionalDependencies:
++      '@tailwindcss/oxide-android-arm64': 4.3.3
++      '@tailwindcss/oxide-darwin-arm64': 4.3.3
++      '@tailwindcss/oxide-darwin-x64': 4.3.3
++      '@tailwindcss/oxide-freebsd-x64': 4.3.3
++      '@tailwindcss/oxide-linux-arm-gnueabihf': 4.3.3
++      '@tailwindcss/oxide-linux-arm64-gnu': 4.3.3
++      '@tailwindcss/oxide-linux-arm64-musl': 4.3.3
++      '@tailwindcss/oxide-linux-x64-gnu': 4.3.3
++      '@tailwindcss/oxide-linux-x64-musl': 4.3.3
++      '@tailwindcss/oxide-wasm32-wasi': 4.3.3
++      '@tailwindcss/oxide-win32-arm64-msvc': 4.3.3
++      '@tailwindcss/oxide-win32-x64-msvc': 4.3.3
++
++  '@tailwindcss/postcss@4.3.3':
++    dependencies:
++      '@alloc/quick-lru': 5.3.0
++      '@tailwindcss/node': 4.3.3
++      '@tailwindcss/oxide': 4.3.3
++      postcss: 8.5.23
++      tailwindcss: 4.3.3
++
++  '@tybys/wasm-util@0.10.4':
++    dependencies:
++      tslib: 2.9.1
++    optional: true
++
++  '@types/d3-array@3.2.2': {}
++
++  '@types/d3-axis@3.0.6':
++    dependencies:
++      '@types/d3-selection': 3.0.12
++
++  '@types/d3-brush@3.0.6':
++    dependencies:
++      '@types/d3-selection': 3.0.12
++
++  '@types/d3-chord@3.0.6': {}
++
++  '@types/d3-color@3.1.3': {}
++
++  '@types/d3-contour@3.0.6':
++    dependencies:
++      '@types/d3-array': 3.2.2
++      '@types/geojson': 7946.0.16
++
++  '@types/d3-delaunay@6.0.4': {}
++
++  '@types/d3-dispatch@3.0.7': {}
++
++  '@types/d3-drag@3.0.7':
++    dependencies:
++      '@types/d3-selection': 3.0.12
++
++  '@types/d3-dsv@3.0.7': {}
++
++  '@types/d3-ease@3.0.2': {}
++
++  '@types/d3-fetch@3.0.7':
++    dependencies:
++      '@types/d3-dsv': 3.0.7
++
++  '@types/d3-force@3.0.10': {}
++
++  '@types/d3-format@3.0.4': {}
++
++  '@types/d3-geo@3.1.1':
++    dependencies:
++      '@types/geojson': 7946.0.16
++
++  '@types/d3-hierarchy@3.1.7': {}
++
++  '@types/d3-interpolate@3.0.4':
++    dependencies:
++      '@types/d3-color': 3.1.3
++
++  '@types/d3-path@3.1.1': {}
++
++  '@types/d3-polygon@3.0.2': {}
++
++  '@types/d3-quadtree@3.0.6': {}
++
++  '@types/d3-random@3.0.4': {}
++
++  '@types/d3-scale-chromatic@3.1.0': {}
++
++  '@types/d3-scale@4.0.9':
++    dependencies:
++      '@types/d3-time': 3.0.4
++
++  '@types/d3-selection@3.0.12': {}
++
++  '@types/d3-shape@3.2.0':
++    dependencies:
++      '@types/d3-path': 3.1.1
++
++  '@types/d3-time-format@4.0.3': {}
++
++  '@types/d3-time@3.0.4': {}
++
++  '@types/d3-timer@3.0.2': {}
++
++  '@types/d3-transition@3.0.9':
++    dependencies:
++      '@types/d3-selection': 3.0.12
++
++  '@types/d3-zoom@3.0.9':
++    dependencies:
++      '@types/d3-interpolate': 3.0.4
++      '@types/d3-selection': 3.0.12
++
++  '@types/d3@7.4.3':
++    dependencies:
++      '@types/d3-array': 3.2.2
++      '@types/d3-axis': 3.0.6
++      '@types/d3-brush': 3.0.6
++      '@types/d3-chord': 3.0.6
++      '@types/d3-color': 3.1.3
++      '@types/d3-contour': 3.0.6
++      '@types/d3-delaunay': 6.0.4
++      '@types/d3-dispatch': 3.0.7
++      '@types/d3-drag': 3.0.7
++      '@types/d3-dsv': 3.0.7
++      '@types/d3-ease': 3.0.2
++      '@types/d3-fetch': 3.0.7
++      '@types/d3-force': 3.0.10
++      '@types/d3-format': 3.0.4
++      '@types/d3-geo': 3.1.1
++      '@types/d3-hierarchy': 3.1.7
++      '@types/d3-interpolate': 3.0.4
++      '@types/d3-path': 3.1.1
++      '@types/d3-polygon': 3.0.2
++      '@types/d3-quadtree': 3.0.6
++      '@types/d3-random': 3.0.4
++      '@types/d3-scale': 4.0.9
++      '@types/d3-scale-chromatic': 3.1.0
++      '@types/d3-selection': 3.0.12
++      '@types/d3-shape': 3.2.0
++      '@types/d3-time': 3.0.4
++      '@types/d3-time-format': 4.0.3
++      '@types/d3-timer': 3.0.2
++      '@types/d3-transition': 3.0.9
++      '@types/d3-zoom': 3.0.9
++
++  '@types/debug@4.1.13':
++    dependencies:
++      '@types/ms': 2.1.0
++
++  '@types/esrecurse@4.3.1': {}
++
++  '@types/estree-jsx@1.0.5':
++    dependencies:
++      '@types/estree': 1.0.10
++
++  '@types/estree@1.0.10': {}
++
++  '@types/geojson@7946.0.16': {}
++
++  '@types/hast@3.0.5':
++    dependencies:
++      '@types/unist': 3.0.3
++
++  '@types/json-schema@7.0.15': {}
++
++  '@types/json5@0.0.29': {}
++
++  '@types/katex@0.16.8': {}
++
++  '@types/mdast@4.0.4':
++    dependencies:
++      '@types/unist': 3.0.3
++
++  '@types/ms@2.1.0': {}
++
++  '@types/node@26.6.6':
++    dependencies:
++      undici-types: 8.9.0
++
++  '@types/pdf-parse@1.1.5':
++    dependencies:
++      '@types/node': 26.6.6
++
++  '@types/pngjs@6.0.5':
++    dependencies:
++      '@types/node': 26.6.6
++
++  '@types/react-dom@19.3.0(@types/react@19.3.0)':
++    dependencies:
++      '@types/react': 19.3.0
++
++  '@types/react@19.3.0':
++    dependencies:
++      csstype: 3.2.3
++
++  '@types/trusted-types@2.0.7':
++    optional: true
++
++  '@types/unist@2.0.11': {}
++
++  '@types/unist@3.0.3': {}
++
++  '@types/use-sync-external-store@0.0.6': {}
++
++  '@typescript-eslint/eslint-plugin@8.72.1(@typescript-eslint/parser@8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2))(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)':
++    dependencies:
++      '@eslint-community/regexpp': 4.12.2
++      '@typescript-eslint/parser': 8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)
++      '@typescript-eslint/scope-manager': 8.72.1
++      '@typescript-eslint/type-utils': 8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)
++      '@typescript-eslint/utils': 8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)
++      '@typescript-eslint/visitor-keys': 8.72.1
++      eslint: 10.14.0(jiti@2.7.0)
++      ignore: 7.0.14
++      natural-compare: 1.4.0
++      ts-api-utils: 2.5.0(typescript@7.0.2)
++      typescript: 7.0.2
++    transitivePeerDependencies:
++      - supports-color
++
++  '@typescript-eslint/parser@8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)':
++    dependencies:
++      '@typescript-eslint/scope-manager': 8.72.1
++      '@typescript-eslint/types': 8.72.1
++      '@typescript-eslint/typescript-estree': 8.72.1(typescript@7.0.2)
++      '@typescript-eslint/visitor-keys': 8.72.1
++      debug: 4.4.3
++      eslint: 10.14.0(jiti@2.7.0)
++      typescript: 7.0.2
++    transitivePeerDependencies:
++      - supports-color
++
++  '@typescript-eslint/project-service@8.72.1(typescript@7.0.2)':
++    dependencies:
++      '@typescript-eslint/tsconfig-utils': 8.72.1(typescript@7.0.2)
++      '@typescript-eslint/types': 8.72.1
++      debug: 4.4.3
++      typescript: 7.0.2
++    transitivePeerDependencies:
++      - supports-color
++
++  '@typescript-eslint/scope-manager@8.72.1':
++    dependencies:
++      '@typescript-eslint/types': 8.72.1
++      '@typescript-eslint/visitor-keys': 8.72.1
++
++  '@typescript-eslint/tsconfig-utils@8.72.1(typescript@7.0.2)':
++    dependencies:
++      typescript: 7.0.2
++
++  '@typescript-eslint/type-utils@8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)':
++    dependencies:
++      '@typescript-eslint/types': 8.72.1
++      '@typescript-eslint/typescript-estree': 8.72.1(typescript@7.0.2)
++      '@typescript-eslint/utils': 8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)
++      debug: 4.4.3
++      eslint: 10.14.0(jiti@2.7.0)
++      ts-api-utils: 2.5.0(typescript@7.0.2)
++      typescript: 7.0.2
++    transitivePeerDependencies:
++      - supports-color
++
++  '@typescript-eslint/types@8.72.1': {}
++
++  '@typescript-eslint/typescript-estree@8.72.1(typescript@7.0.2)':
++    dependencies:
++      '@typescript-eslint/project-service': 8.72.1(typescript@7.0.2)
++      '@typescript-eslint/tsconfig-utils': 8.72.1(typescript@7.0.2)
++      '@typescript-eslint/types': 8.72.1
++      '@typescript-eslint/visitor-keys': 8.72.1
++      debug: 4.4.3
++      minimatch: 10.2.6
++      semver: 7.8.5
++      tinyglobby: 0.2.17
++      ts-api-utils: 2.5.0(typescript@7.0.2)
++      typescript: 7.0.2
++    transitivePeerDependencies:
++      - supports-color
++
++  '@typescript-eslint/utils@8.72.1(eslint@10.14.0(jiti@2.7.0))(typescript@7.0.2)':
++    dependencies:
++      '@eslint-community/eslint-utils': 4.10.1(eslint@10.14.0(jiti@2.7.0))
++      '@typescript-eslint/scope-manager': 8.72.1
++      '@typescript-eslint/types': 8.72.1
++      '@typescript-eslint/typescript-estree': 8.72.1(typescript@7.0.2)
++      eslint: 10.14.0(jiti@2.7.0)
++      typescript: 7.0.2
++    transitivePeerDependencies:
++      - supports-color
++
++  '@typescript-eslint/visitor-keys@8.72.1':
++    dependencies:
++      '@typescript-eslint/types': 8.72.1
++      eslint-visitor-keys: 5.0.1
++
++  '@typescript/typescript-aix-ppc64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-darwin-arm64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-darwin-x64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-freebsd-arm64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-freebsd-x64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-linux-arm64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-linux-arm@7.0.2':
++    optional: true
++
++  '@typescript/typescript-linux-loong64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-linux-mips64el@7.0.2':
++    optional: true
++
++  '@typescript/typescript-linux-ppc64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-linux-riscv64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-linux-s390x@7.0.2':
++    optional: true
++
++  '@typescript/typescript-linux-x64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-netbsd-arm64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-netbsd-x64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-openbsd-arm64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-openbsd-x64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-sunos-x64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-win32-arm64@7.0.2':
++    optional: true
++
++  '@typescript/typescript-win32-x64@7.0.2':
++    optional: true
++
++  '@ungap/structured-clone@1.4.0': {}
++
++  '@unrs/resolver-binding-android-arm-eabi@1.12.2':
++    optional: true
++
++  '@unrs/resolver-binding-android-arm64@1.12.2':

Diff truncated — file too large.

spb/chat-spboucher-ai

Phase zero: provider discovery, real benchmarks (44 chat models verified), pricing, schema, auth, AI adapters

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