{
 "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-multi",
 "nom": "Édition à plusieurs images (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"
  }
 ],
 "avertissement": "Score de 0 à 100, avec sa marge, d'après les votes d'Arena. Classement images « Édition à plusieurs images » 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": 99.9,
   "marge": [
    99.4,
    100.3
   ],
   "votes": 66115,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-5-sunburst/"
  },
  {
   "rang": 2,
   "groupe": 2,
   "id": "gpt-image-2-5-flare",
   "nom": "GPT Image 2.5 Flare",
   "editeur": "OpenAI",
   "score": 94.5,
   "marge": [
    94,
    94.9
   ],
   "votes": 65288,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-5-flare/"
  },
  {
   "rang": 3,
   "groupe": 3,
   "id": "gpt-image-2",
   "nom": "GPT Image 2",
   "editeur": "OpenAI",
   "score": 92.2,
   "marge": [
    91.9,
    92.6
   ],
   "votes": 163495,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/gpt-image-2/"
  },
  {
   "rang": 4,
   "groupe": 4,
   "id": "gpt-image-2-6-flare",
   "nom": "GPT Image 2.6 Flare",
   "editeur": "OpenAI",
   "score": 90.6,
   "marge": [
    89.8,
    91.4
   ],
   "votes": 4037,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/gpt-image-2-6-flare/"
  },
  {
   "rang": 5,
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   "id": "nano-banana-2-1",
   "nom": "Nano Banana 2.1",
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    90.4
   ],
   "votes": 9624,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/nano-banana-2-1/"
  },
  {
   "rang": 6,
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   "id": "krea-3",
   "nom": "Krea 3",
   "editeur": "Krea",
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    90.2
   ],
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   },
   "url": "https://quelleia.com/modeles/krea-3/"
  },
  {
   "rang": 7,
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   "id": "seedream-5-0-pro",
   "nom": "Seedream 5.0 Pro",
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   "marge": [
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    88
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   "par_source": {
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   },
   "url": "https://quelleia.com/modeles/seedream-5-0-pro/"
  },
  {
   "rang": 8,
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   "id": "muse-image",
   "nom": "Muse Image",
   "editeur": "Meta",
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    86.6
   ],
   "votes": 126209,
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   },
   "url": "https://quelleia.com/modeles/muse-image/"
  },
  {
   "rang": 9,
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   "nom": "Nano Banana 2",
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    83.7
   ],
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   },
   "url": "https://quelleia.com/modeles/nano-banana-2/"
  },
  {
   "rang": 10,
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   "nom": "Nano Banana Pro",
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    83.1
   ],
   "votes": 293640,
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   },
   "url": "https://quelleia.com/modeles/nano-banana-pro/"
  },
  {
   "rang": 11,
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   "id": "minimax-h3-image",
   "nom": "MiniMax H3-Image",
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    83.4
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   },
   "url": "https://quelleia.com/modeles/minimax-h3-image/"
  },
  {
   "rang": 12,
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    81.4
   ],
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    "arena": null
   },
   "url": "https://quelleia.com/modeles/chatgpt-image-latest/"
  },
  {
   "rang": 13,
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    81.2
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   },
   "url": "https://quelleia.com/modeles/reve-2-0/"
  },
  {
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    80.4
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   "par_source": {
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   },
   "url": "https://quelleia.com/modeles/gpt-image-1-5/"
  },
  {
   "rang": 15,
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    79.8
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   },
   "url": "https://quelleia.com/modeles/ideogram-4-5/"
  },
  {
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   "nom": "Uni-1.1 Max",
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    77
   ],
   "votes": 21250,
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   "par_source": {
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   },
   "url": "https://quelleia.com/modeles/uni-1-1-max/"
  },
  {
   "rang": 17,
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    74.8
   ],
   "votes": 621737,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/seedream-4-5/"
  },
  {
   "rang": 18,
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   "marge": [
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    75
   ],
   "votes": 28305,
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   },
   "url": "https://quelleia.com/modeles/nano-banana-2-lite/"
  },
  {
   "rang": 19,
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   "id": "wan-2-7-image-pro",
   "nom": "Wan 2.7 Image Pro",
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    75
   ],
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   "url": "https://quelleia.com/modeles/wan-2-7-image-pro/"
  },
  {
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    74.6
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   "url": "https://quelleia.com/modeles/uni-1-1/"
  },
  {
   "rang": 21,
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    73.9
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  {
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    72.3
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  {
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    71.9
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   "url": "https://quelleia.com/modeles/reve-v1-1/"
  },
  {
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   "editeur": "Kuaishou",
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    71.1
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   "url": "https://quelleia.com/modeles/kling-image-o1/"
  },
  {
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    70.7
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   "votes": 142291,
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  {
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    69.5
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   "url": "https://quelleia.com/modeles/flux-2-pro/"
  },
  {
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    69
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  {
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    68.9
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  {
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    66.2
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  {
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   "url": "https://quelleia.com/modeles/flux-2-dev/"
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  {
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   "nom": "Qwen-Image-Edit-2511",
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    62.4
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  },
  {
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   "url": "https://quelleia.com/modeles/flux-2-klein-4b/"
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  {
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   "nom": "Wan 2.5 Preview Image",
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    61.5
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   "url": "https://quelleia.com/modeles/wan-2-5-preview-image/"
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   "editeur": "Pruna AI",
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    59.4
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  },
  {
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    57.4
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  {
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  {
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    51.3
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  },
  {
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    50.9
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  },
  {
   "rang": 42,
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   "id": "gemini-2-0-flash-preview-image-generation",
   "nom": "Gemini 2.0 Flash Preview Image Generation",
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   "score": 49.7,
   "marge": [
    49.1,
    50.3
   ],
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   "url": "https://quelleia.com/modeles/gemini-2-0-flash-preview-image-generation/"
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   "rang": 43,
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    49.4
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   "url": "https://quelleia.com/modeles/seededit-3-0/"
  },
  {
   "rang": 44,
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   "nom": "FLUX.1 Kontext [dev]",
   "editeur": "Black Forest Labs",
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   "marge": [
    46.4,
    48.2
   ],
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   "url": "https://quelleia.com/modeles/flux-1-kontext-dev/"
  }
 ]
}