{
 "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-edition",
 "nom": "Édition d'image (images), édition du 9 novembre 2026",
 "sources": [
  {
   "nom": "Arena",
   "mention": "Source : Arena",
   "url": "https://arena.ai/leaderboard/image-edit",
   "date": "2026-11-12",
   "licence": "CC BY 4.0"
  },
  {
   "nom": "Artificial Analysis",
   "mention": "Source : Artificial Analysis",
   "url": "https://artificialanalysis.ai/image/leaderboard/editing",
   "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 « Édition d'image » de QUELLE IA, édition du 9 novembre 2026.",
 "lignes": [
  {
   "rang": 1,
   "groupe": 1,
   "id": "gpt-image-2-5-sunburst",
   "nom": "GPT Image 2.5 Sunburst",
   "editeur": "OpenAI",
   "score": 95.3,
   "marge": [
    94.4,
    96.3
   ],
   "votes": 150223,
   "provisoire": false,
   "par_source": {
    "arena": 98.9,
    "aa": 91.8
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-5-sunburst/"
  },
  {
   "rang": 2,
   "groupe": 1,
   "id": "gpt-image-2-6-sunburst",
   "nom": "GPT Image 2.6 Sunburst",
   "editeur": "OpenAI",
   "score": 93.1,
   "marge": [
    91.6,
    94.6
   ],
   "votes": 9719,
   "provisoire": false,
   "par_source": {
    "arena": 92.9,
    "aa": 93.2
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-6-sunburst/"
  },
  {
   "rang": 3,
   "groupe": 2,
   "id": "mai-image-2-7",
   "nom": "MAI-Image-2.7",
   "editeur": "Microsoft AI",
   "score": 91.7,
   "marge": [
    90.5,
    93
   ],
   "votes": 32536,
   "provisoire": false,
   "par_source": {
    "arena": 92.2,
    "aa": 91.2
   },
   "url": "https://quelleia.com/modeles/mai-image-2-7/"
  },
  {
   "rang": 4,
   "groupe": 2,
   "id": "gpt-image-2-6-flare",
   "nom": "GPT Image 2.6 Flare",
   "editeur": "OpenAI",
   "score": 91.7,
   "marge": [
    90.2,
    93.1
   ],
   "votes": 9947,
   "provisoire": false,
   "par_source": {
    "arena": 90.6,
    "aa": 92.8
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-6-flare/"
  },
  {
   "rang": 5,
   "groupe": 2,
   "id": "gpt-image-2-5-flare",
   "nom": "GPT Image 2.5 Flare",
   "editeur": "OpenAI",
   "score": 91.6,
   "marge": [
    90.7,
    92.5
   ],
   "votes": 148177,
   "provisoire": false,
   "par_source": {
    "arena": 94,
    "aa": 89.2
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-5-flare/"
  },
  {
   "rang": 6,
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   "id": "grok-imagine-image-2-0-canvas",
   "nom": "Grok Imagine Image 2.0 Canvas",
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   "marge": [
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    88
   ],
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   "provisoire": false,
   "par_source": {
    "arena": 87.3,
    "aa": null
   },
   "url": "https://quelleia.com/modeles/grok-imagine-image-2-0-canvas/"
  },
  {
   "rang": 7,
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   "id": "gpt-image-2",
   "nom": "GPT Image 2",
   "editeur": "OpenAI",
   "score": 86.5,
   "marge": [
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    87.5
   ],
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   "provisoire": false,
   "par_source": {
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   "url": "https://quelleia.com/modeles/gpt-image-2/"
  },
  {
   "rang": 8,
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   "id": "nano-banana-2-1",
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   "editeur": "Google",
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    86.4
   ],
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   "provisoire": false,
   "par_source": {
    "arena": 85.9,
    "aa": 84.7
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   "url": "https://quelleia.com/modeles/nano-banana-2-1/"
  },
  {
   "rang": 9,
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   "id": "mai-image-2-6",
   "nom": "MAI-Image-2.6",
   "editeur": "Microsoft AI",
   "score": 85.1,
   "marge": [
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    86.2
   ],
   "votes": 99760,
   "provisoire": false,
   "par_source": {
    "arena": 85.9,
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   },
   "url": "https://quelleia.com/modeles/mai-image-2-6/"
  },
  {
   "rang": 10,
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   "id": "krea-3",
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    85.7
   ],
   "votes": 8433,
   "provisoire": false,
   "par_source": {
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    "aa": 84.7
   },
   "url": "https://quelleia.com/modeles/krea-3/"
  },
  {
   "rang": 11,
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   "marge": [
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    84.6
   ],
   "votes": 11083,
   "provisoire": false,
   "par_source": {
    "arena": null,
    "aa": 83.1
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  },
  {
   "rang": 12,
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   "id": "grok-imagine-image-2-0",
   "nom": "Grok Imagine Image 2.0",
   "editeur": "xAI",
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    83
   ],
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   "provisoire": false,
   "par_source": {
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    "aa": 79.4
   },
   "url": "https://quelleia.com/modeles/grok-imagine-image-2-0/"
  },
  {
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   "nom": "Muse Image",
   "editeur": "Meta",
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    82.6
   ],
   "votes": 217755,
   "provisoire": false,
   "par_source": {
    "arena": 82.1,
    "aa": 81.2
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   "url": "https://quelleia.com/modeles/muse-image/"
  },
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   "editeur": "Microsoft AI",
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    82.3
   ],
   "votes": 197145,
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   "par_source": {
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    "aa": 80.6
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   "url": "https://quelleia.com/modeles/mai-image-2-5/"
  },
  {
   "rang": 15,
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    82.1
   ],
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   "provisoire": false,
   "par_source": {
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    "aa": 81.4
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   "url": "https://quelleia.com/modeles/seedream-5-0-pro/"
  },
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    81.3
   ],
   "votes": 285261,
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    "arena": 80.1,
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  },
  {
   "rang": 17,
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    81.9
   ],
   "votes": 15995,
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    "aa": 80.4
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    80.5
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  {
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   "nom": "FLUX 3 Image",
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    81.7
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    "aa": 80
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    80.4
   ],
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  {
   "rang": 21,
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    79.8
   ],
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    "aa": 76.6
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  },
  {
   "rang": 22,
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    79.2
   ],
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    "aa": 79.4
   },
   "url": "https://quelleia.com/modeles/gpt-image-1-5/"
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   "rang": 23,
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   "id": "reve-2-1",
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    78.8
   ],
   "votes": 19875,
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    "aa": null
   },
   "url": "https://quelleia.com/modeles/reve-2-1/"
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   "url": "https://quelleia.com/modeles/reve-2-0/"
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    76.4
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  {
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    74.2
   ],
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    73.9
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  },
  {
   "rang": 34,
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    73.3
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    74
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    "aa": 72.3
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  },
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   "rang": 36,
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   "marge": [
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    73
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  },
  {
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  {
   "rang": 38,
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   "nom": "HunyuanImage 3.0-Instruct",
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   "marge": [
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    70.8
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    70.5
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    "aa": 70.5
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   "url": "https://quelleia.com/modeles/qwen-image-2-0-pro/"
  },
  {
   "rang": 40,
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   "nom": "DreamImage 2",
   "editeur": "NewportAI",
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   "marge": [
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    70.8
   ],
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    "aa": 69.2
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   "url": "https://quelleia.com/modeles/dreamimage-2/"
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   "rang": 41,
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   "nom": "Uni-1.1",
   "editeur": "Luma AI",
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   "marge": [
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    70
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    "aa": 68.2
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   "url": "https://quelleia.com/modeles/uni-1-1/"
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   "rang": 42,
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   "id": "seedream-5-0-lite",
   "nom": "Seedream 5.0 Lite",
   "editeur": "ByteDance",
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   "marge": [
    68,
    69.9
   ],
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   "par_source": {
    "arena": 66.7,
    "aa": 71.2
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   "url": "https://quelleia.com/modeles/seedream-5-0-lite/"
  },
  {
   "rang": 43,
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   "id": "wan-2-7-image-pro",
   "nom": "Wan 2.7 Image Pro",
   "editeur": "Alibaba",
   "score": 68.7,
   "marge": [
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    69.7
   ],
   "votes": 49641,
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   "par_source": {
    "arena": 68,
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