{
 "source": "QUELLE IA",
 "site": "https://quelleia.com/",
 "edition": "2026-W46",
 "date": "2026-11-09",
 "citation": "Source : QUELLE IA, édition du 9 novembre 2026, quelleia.com",
 "methode": "0.1",
 "classement": "agents",
 "nom": "Classement Agents",
 "modeles": [
  {
   "rang": 1,
   "id": "gpt-6-astra",
   "nom": "GPT-6 Astra",
   "editeur": "OpenAI",
   "pays": "États-Unis",
   "score": 100.3,
   "marge": [
    97.1,
    103.6
   ],
   "mesures": 5,
   "couverture": 62,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gpt-6-astra/"
  },
  {
   "rang": 2,
   "id": "claude-opus-5-5",
   "nom": "Claude Opus 5.5",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 100.1,
   "marge": [
    97.4,
    102.7
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-opus-5-5/"
  },
  {
   "rang": 3,
   "id": "gemini-4-argon",
   "nom": "Gemini 4 Argon",
   "editeur": "Google DeepMind",
   "pays": "États-Unis",
   "score": 99.3,
   "marge": [
    96,
    102.6
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gemini-4-argon/"
  },
  {
   "rang": 4,
   "id": "claude-fable-5-1",
   "nom": "Claude Fable 5.1",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 96.9,
   "marge": [
    94.5,
    99.3
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-fable-5-1/"
  },
  {
   "rang": 5,
   "id": "claude-opus-5",
   "nom": "Claude Opus 5",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 94.8,
   "marge": [
    92.7,
    96.8
   ],
   "mesures": 6,
   "couverture": 75,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-opus-5/"
  },
  {
   "rang": 6,
   "id": "claude-fable-5",
   "nom": "Claude Fable 5",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 94,
   "marge": [
    90.9,
    97
   ],
   "mesures": 5,
   "couverture": 62,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-fable-5/"
  },
  {
   "rang": 7,
   "id": "gpt-5-6-sol",
   "nom": "GPT-5.6 Sol",
   "editeur": "OpenAI",
   "pays": "États-Unis",
   "score": 93.7,
   "marge": [
    91.1,
    96.3
   ],
   "mesures": 6,
   "couverture": 75,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gpt-5-6-sol/"
  },
  {
   "rang": 8,
   "id": "gpt-5-5",
   "nom": "GPT-5.5",
   "editeur": "OpenAI",
   "pays": "États-Unis",
   "score": 90.5,
   "marge": [
    87.9,
    93.1
   ],
   "mesures": 7,
   "couverture": 88,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gpt-5-5/"
  },
  {
   "rang": 9,
   "id": "claude-opus-4-8",
   "nom": "Claude Opus 4.8",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 90.2,
   "marge": [
    87.7,
    92.8
   ],
   "mesures": 7,
   "couverture": 88,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-opus-4-8/"
  },
  {
   "rang": 10,
   "id": "gpt-5-4",
   "nom": "GPT-5.4",
   "editeur": "OpenAI",
   "pays": "États-Unis",
   "score": 88.4,
   "marge": [
    84.8,
    92
   ],
   "mesures": 5,
   "couverture": 62,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gpt-5-4/"
  },
  {
   "rang": 11,
   "id": "gemini-3-pro",
   "nom": "Gemini 3 Pro",
   "editeur": "Google DeepMind",
   "pays": "États-Unis",
   "score": 88.4,
   "marge": [
    81.1,
    95.7
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gemini-3-pro/"
  },
  {
   "rang": 12,
   "id": "claude-opus-4-7",
   "nom": "Claude Opus 4.7",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 88.1,
   "marge": [
    85.1,
    91.1
   ],
   "mesures": 5,
   "couverture": 62,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-opus-4-7/"
  },
  {
   "rang": 13,
   "id": "gpt-5-2",
   "nom": "GPT-5.2",
   "editeur": "OpenAI",
   "pays": "États-Unis",
   "score": 87.8,
   "marge": [
    82.6,
    93.1
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gpt-5-2/"
  },
  {
   "rang": 14,
   "id": "claude-opus-4-6",
   "nom": "Claude Opus 4.6",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 86,
   "marge": [
    81.8,
    90.1
   ],
   "mesures": 5,
   "couverture": 62,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-opus-4-6/"
  },
  {
   "rang": 15,
   "id": "claude-sonnet-4-6",
   "nom": "Claude Sonnet 4.6",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 85.7,
   "marge": [
    80.8,
    90.6
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-sonnet-4-6/"
  },
  {
   "rang": 16,
   "id": "glm-5-2",
   "nom": "GLM-5.2",
   "editeur": "Z.ai (Zhipu AI)",
   "pays": "Chine",
   "score": 85.4,
   "marge": [
    81.2,
    89.7
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": true,
   "url": "https://quelleia.com/modeles/glm-5-2/"
  },
  {
   "rang": 17,
   "id": "claude-opus-4-5",
   "nom": "Claude Opus 4.5",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 84.9,
   "marge": [
    79.8,
    90
   ],
   "mesures": 5,
   "couverture": 62,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-opus-4-5/"
  },
  {
   "rang": 18,
   "id": "gemini-3-1-pro",
   "nom": "Gemini 3.1 Pro",
   "editeur": "Google DeepMind",
   "pays": "États-Unis",
   "score": 84.1,
   "marge": [
    79.6,
    88.6
   ],
   "mesures": 6,
   "couverture": 75,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gemini-3-1-pro/"
  },
  {
   "rang": 19,
   "id": "claude-sonnet-4-5",
   "nom": "Claude Sonnet 4.5",
   "editeur": "Anthropic",
   "pays": "États-Unis",
   "score": 80.7,
   "marge": [
    72.5,
    88.8
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/claude-sonnet-4-5/"
  },
  {
   "rang": 20,
   "id": "gpt-5",
   "nom": "GPT-5",
   "editeur": "OpenAI",
   "pays": "États-Unis",
   "score": 76.4,
   "marge": [
    65,
    87.8
   ],
   "mesures": 4,
   "couverture": 50,
   "poids_ouverts": false,
   "url": "https://quelleia.com/modeles/gpt-5/"
  }
 ]
}