{
 "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": "images-general",
 "nom": "Texte vers image (images), édition du 9 novembre 2026",
 "sources": [
  {
   "nom": "Arena",
   "mention": "Source : Arena",
   "url": "https://arena.ai/leaderboard/text-to-image",
   "date": "2026-11-12",
   "licence": "CC BY 4.0"
  },
  {
   "nom": "Artificial Analysis",
   "mention": "Source : Artificial Analysis",
   "url": "https://artificialanalysis.ai/image/leaderboard/text-to-image",
   "date": "2026-11-09"
  }
 ],
 "avertissement": "Score de 0 à 100, avec sa marge : la moyenne d'Arena et de l'arène d'Artificial Analysis quand les deux classent le modèle. Classement images « Texte vers image » de QUELLE IA, édition du 9 novembre 2026.",
 "lignes": [
  {
   "rang": 1,
   "groupe": 1,
   "id": "gpt-image-2-6-sunburst",
   "nom": "GPT Image 2.6 Sunburst",
   "editeur": "OpenAI",
   "score": 97.5,
   "marge": [
    96.2,
    98.8
   ],
   "votes": 7644,
   "provisoire": false,
   "par_source": {
    "arena": 98,
    "aa": 97
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-6-sunburst/"
  },
  {
   "rang": 2,
   "groupe": 1,
   "id": "gpt-image-2-5-sunburst",
   "nom": "GPT Image 2.5 Sunburst",
   "editeur": "OpenAI",
   "score": 97.2,
   "marge": [
    96.4,
    97.8
   ],
   "votes": 77112,
   "provisoire": false,
   "par_source": {
    "arena": 100.6,
    "aa": 93.7
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-5-sunburst/"
  },
  {
   "rang": 3,
   "groupe": 2,
   "id": "gpt-image-2-6-flare",
   "nom": "GPT Image 2.6 Flare",
   "editeur": "OpenAI",
   "score": 94.7,
   "marge": [
    93.6,
    95.8
   ],
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   "provisoire": false,
   "par_source": {
    "arena": 95.6,
    "aa": 93.8
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-6-flare/"
  },
  {
   "rang": 4,
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   "id": "gpt-image-2-5-flare",
   "nom": "GPT Image 2.5 Flare",
   "editeur": "OpenAI",
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   "marge": [
    93.8,
    95.2
   ],
   "votes": 75752,
   "provisoire": false,
   "par_source": {
    "arena": 97.2,
    "aa": 91.7
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-5-flare/"
  },
  {
   "rang": 5,
   "groupe": 3,
   "id": "gpt-image-2",
   "nom": "GPT Image 2",
   "editeur": "OpenAI",
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   "marge": [
    91.8,
    93.2
   ],
   "votes": 121673,
   "provisoire": false,
   "par_source": {
    "arena": 95.4,
    "aa": 89.6
   },
   "url": "https://quelleia.com/modeles/gpt-image-2/"
  },
  {
   "rang": 6,
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   "id": "nano-banana-2-1",
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    89.8
   ],
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   "par_source": {
    "arena": 89.5,
    "aa": 88.3
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   "url": "https://quelleia.com/modeles/nano-banana-2-1/"
  },
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   "id": "mai-image-2-6",
   "nom": "MAI-Image-2.6",
   "editeur": "Microsoft AI",
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    89.4
   ],
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   "par_source": {
    "arena": 89.7,
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   "url": "https://quelleia.com/modeles/mai-image-2-6/"
  },
  {
   "rang": 8,
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   "id": "grok-imagine-image-2-0-canvas",
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   "editeur": "xAI",
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    89.1
   ],
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   "provisoire": false,
   "par_source": {
    "arena": 88.4,
    "aa": null
   },
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  },
  {
   "rang": 9,
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   "par_source": {
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   },
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  },
  {
   "rang": 10,
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    86.9
   ],
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   "par_source": {
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    "aa": 87.3
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   "url": "https://quelleia.com/modeles/grok-imagine-image-2-0/"
  },
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    83.8
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  },
  {
   "rang": 12,
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   "id": "muse-image",
   "nom": "Muse Image",
   "editeur": "Meta",
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    83.7
   ],
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   "par_source": {
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   "url": "https://quelleia.com/modeles/muse-image/"
  },
  {
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    83.5
   ],
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   "par_source": {
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    "aa": null
   },
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  },
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    83.7
   ],
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  },
  {
   "rang": 15,
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    83.3
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  },
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    82.9
   ],
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    "aa": 82.1
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  },
  {
   "rang": 17,
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    82.5
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   "par_source": {
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    "aa": 82.5
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    82
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  {
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    81.8
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    81.8
   ],
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    "aa": 81.3
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  },
  {
   "rang": 21,
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    81.5
   ],
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   "par_source": {
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    "aa": 79.8
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   "url": "https://quelleia.com/modeles/qwen-image-3-0-pro/"
  },
  {
   "rang": 22,
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   "nom": "Seedream 5.0 Pro",
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   "marge": [
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    81.3
   ],
   "votes": 122475,
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    "aa": 80.5
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   "url": "https://quelleia.com/modeles/seedream-5-0-pro/"
  },
  {
   "rang": 23,
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   "editeur": "Alibaba",
   "score": 77.6,
   "marge": [
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    78.6
   ],
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  },
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    78
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    "aa": 76
   },
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    76.1
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  {
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    75.8
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    "aa": 75.1
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    75.4
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    "aa": 74
   },
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  },
  {
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  {
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    74
   ],
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  },
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    74.2
   ],
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    74.3
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    "aa": 73.3
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  },
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    73.9
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    73.8
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    "aa": 72.8
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   "url": "https://quelleia.com/modeles/qwen-image-2-1-turbo/"
  },
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   "rang": 36,
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   "id": "recraft-v4-1-utility-pro",
   "nom": "Recraft V4.1 Utility Pro",
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   "votes": 10291,
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  },
  {
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    72.4
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   "url": "https://quelleia.com/modeles/flux-2-flex/"
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   "rang": 39,
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    72.7
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    "aa": 71.8
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   "url": "https://quelleia.com/modeles/hidream-o1-image-1-5/"
  },
  {
   "rang": 40,
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   "marge": [
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    72.2
   ],
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   "par_source": {
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    "aa": 72.1
   },
   "url": "https://quelleia.com/modeles/flux-2-max/"
  },
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   "marge": [
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    72.8
   ],
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    "aa": 71.6
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   "url": "https://quelleia.com/modeles/ideogram-4-5/"
  },
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   "rang": 42,
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   "editeur": "Luma AI",
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   "marge": [
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    72
   ],
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   "par_source": {
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    "aa": 69.3
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   "url": "https://quelleia.com/modeles/uni-1-1/"
  },
  {
   "rang": 43,
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   "nom": "Seedream 4.5",
   "editeur": "ByteDance",
   "score": 71.3,
   "marge": [
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    72
   ],
   "votes": 318687,
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   "par_source": {
    "arena": 69.7,
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