{
 "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-3d",
 "nom": "Rendu 3D (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"
  }
 ],
 "avertissement": "Score de 0 à 100, avec sa marge, d'après les votes d'Arena. Classement images « Rendu 3D » 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": 99.7,
   "marge": [
    98.7,
    100.8
   ],
   "votes": 5979,
   "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": 95.8,
   "marge": [
    94.7,
    96.8
   ],
   "votes": 5943,
   "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": 93.8,
   "marge": [
    93,
    94.6
   ],
   "votes": 10238,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/gpt-image-2/"
  },
  {
   "rang": 4,
   "groupe": 4,
   "id": "mai-image-2-6",
   "nom": "MAI-Image-2.6",
   "editeur": "Microsoft AI",
   "score": 89.2,
   "marge": [
    88.2,
    90.3
   ],
   "votes": 3514,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/mai-image-2-6/"
  },
  {
   "rang": 5,
   "groupe": 5,
   "id": "grok-imagine-image-2-0",
   "nom": "Grok Imagine Image 2.0",
   "editeur": "xAI",
   "score": 81.8,
   "marge": [
    80.7,
    82.8
   ],
   "votes": 3181,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/grok-imagine-image-2-0/"
  },
  {
   "rang": 6,
   "groupe": 5,
   "id": "nano-banana-2",
   "nom": "Nano Banana 2",
   "editeur": "Google",
   "score": 81.5,
   "marge": [
    80.7,
    82.3
   ],
   "votes": 7522,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/nano-banana-2/"
  },
  {
   "rang": 7,
   "groupe": 5,
   "id": "mai-image-2-5",
   "nom": "MAI-Image-2.5",
   "editeur": "Microsoft AI",
   "score": 80.6,
   "marge": [
    79.8,
    81.5
   ],
   "votes": 5519,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/mai-image-2-5/"
  },
  {
   "rang": 8,
   "groupe": 6,
   "id": "seedream-5-0-pro",
   "nom": "Seedream 5.0 Pro",
   "editeur": "ByteDance",
   "score": 79.7,
   "marge": [
    78.9,
    80.4
   ],
   "votes": 9464,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/seedream-5-0-pro/"
  },
  {
   "rang": 9,
   "groupe": 6,
   "id": "muse-image",
   "nom": "Muse Image",
   "editeur": "Meta",
   "score": 78.8,
   "marge": [
    78,
    79.7
   ],
   "votes": 5126,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/muse-image/"
  },
  {
   "rang": 10,
   "groupe": 6,
   "id": "nano-banana-pro",
   "nom": "Nano Banana Pro",
   "editeur": "Google",
   "score": 78.6,
   "marge": [
    78,
    79.3
   ],
   "votes": 17736,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/nano-banana-pro/"
  },
  {
   "rang": 11,
   "groupe": 7,
   "id": "gpt-image-1-5",
   "nom": "GPT Image 1.5",
   "editeur": "OpenAI",
   "score": 76.8,
   "marge": [
    76.2,
    77.4
   ],
   "votes": 17213,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/gpt-image-1-5/"
  },
  {
   "rang": 12,
   "groupe": 8,
   "id": "mai-image-2",
   "nom": "MAI-Image-2",
   "editeur": "Microsoft AI",
   "score": 72.4,
   "marge": [
    71.5,
    73.3
   ],
   "votes": 4928,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/mai-image-2/"
  },
  {
   "rang": 13,
   "groupe": 8,
   "id": "grok-imagine-image",
   "nom": "Grok Imagine Image",
   "editeur": "xAI",
   "score": 71.9,
   "marge": [
    71.4,
    72.5
   ],
   "votes": 28020,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/grok-imagine-image/"
  },
  {
   "rang": 14,
   "groupe": 8,
   "id": "flux-2-flex",
   "nom": "FLUX.2 [flex]",
   "editeur": "Black Forest Labs",
   "score": 71.6,
   "marge": [
    70.9,
    72.3
   ],
   "votes": 15484,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/flux-2-flex/"
  },
  {
   "rang": 15,
   "groupe": 8,
   "id": "ideogram-4-0",
   "nom": "Ideogram 4.0",
   "editeur": "Ideogram",
   "score": 71.6,
   "marge": [
    70.8,
    72.4
   ],
   "votes": 7078,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/ideogram-4-0/"
  },
  {
   "rang": 16,
   "groupe": 8,
   "id": "hunyuanimage-3-0",
   "nom": "HunyuanImage 3.0",
   "editeur": "Tencent",
   "score": 71,
   "marge": [
    70.2,
    71.7
   ],
   "votes": 17233,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/hunyuanimage-3-0/"
  },
  {
   "rang": 17,
   "groupe": 8,
   "id": "uni-1-1",
   "nom": "Uni-1.1",
   "editeur": "Luma AI",
   "score": 70.9,
   "marge": [
    70,
    71.7
   ],
   "votes": 5192,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/uni-1-1/"
  },
  {
   "rang": 18,
   "groupe": 8,
   "id": "grok-imagine-image-pro",
   "nom": "Grok Imagine Image Pro",
   "editeur": "xAI",
   "score": 70.7,
   "marge": [
    70,
    71.5
   ],
   "votes": 10185,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/grok-imagine-image-pro/"
  },
  {
   "rang": 19,
   "groupe": 9,
   "id": "flux-2-max",
   "nom": "FLUX.2 [max]",
   "editeur": "Black Forest Labs",
   "score": 70.1,
   "marge": [
    69.4,
    70.8
   ],
   "votes": 11921,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/flux-2-max/"
  },
  {
   "rang": 20,
   "groupe": 9,
   "id": "wan-2-6-t2i",
   "nom": "Wan 2.6 T2I",
   "editeur": "Alibaba",
   "score": 68.9,
   "marge": [
    68.3,
    69.4
   ],
   "votes": 23575,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/wan-2-6-t2i/"
  },
  {
   "rang": 21,
   "groupe": 9,
   "id": "flux-2-dev",
   "nom": "FLUX.2 [dev]",
   "editeur": "Black Forest Labs",
   "score": 68.8,
   "marge": [
    68,
    69.6
   ],
   "votes": 7729,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/flux-2-dev/"
  },
  {
   "rang": 22,
   "groupe": 10,
   "id": "flux-2-pro",
   "nom": "FLUX.2 [pro]",
   "editeur": "Black Forest Labs",
   "score": 68.4,
   "marge": [
    67.8,
    69
   ],
   "votes": 20988,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/flux-2-pro/"
  },
  {
   "rang": 23,
   "groupe": 10,
   "id": "seedream-4-5",
   "nom": "Seedream 4.5",
   "editeur": "ByteDance",
   "score": 68.4,
   "marge": [
    67.9,
    68.9
   ],
   "votes": 30380,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/seedream-4-5/"
  },
  {
   "rang": 24,
   "groupe": 10,
   "id": "reve-v1-5",
   "nom": "Reve v1.5",
   "editeur": "Reve",
   "score": 68.3,
   "marge": [
    67.3,
    69.3
   ],
   "votes": 3547,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/reve-v1-5/"
  },
  {
   "rang": 25,
   "groupe": 10,
   "id": "krea-2-turbo",
   "nom": "Krea 2 Turbo",
   "editeur": "Krea",
   "score": 68.2,
   "marge": [
    67.3,
    69.1
   ],
   "votes": 5193,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/krea-2-turbo/"
  },
  {
   "rang": 26,
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   "id": "seedream-5-0-lite",
   "nom": "Seedream 5.0 Lite",
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   "score": 68,
   "marge": [
    67.4,
    68.7
   ],
   "votes": 13435,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/seedream-5-0-lite/"
  },
  {
   "rang": 27,
   "groupe": 10,
   "id": "nano-banana",
   "nom": "Nano Banana",
   "editeur": "Google",
   "score": 67.8,
   "marge": [
    67.4,
    68.3
   ],
   "votes": 85158,
   "provisoire": false,
   "par_source": {
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   },
   "url": "https://quelleia.com/modeles/nano-banana/"
  },
  {
   "rang": 28,
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   "id": "imagen-4-ultra",
   "nom": "Imagen 4 Ultra",
   "editeur": "Google",
   "score": 67.6,
   "marge": [
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    68.4
   ],
   "votes": 34549,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/imagen-4-ultra/"
  },
  {
   "rang": 29,
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   "id": "qwen-image-2512",
   "nom": "Qwen-Image-2512",
   "editeur": "Alibaba",
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   "marge": [
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    67.9
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   "votes": 10097,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/qwen-image-2512/"
  },
  {
   "rang": 30,
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   "id": "wan-2-5-preview-image",
   "nom": "Wan 2.5 Preview Image",
   "editeur": "Alibaba",
   "score": 67.1,
   "marge": [
    66.6,
    67.7
   ],
   "votes": 28290,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/wan-2-5-preview-image/"
  },
  {
   "rang": 31,
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   "id": "krea-2-medium",
   "nom": "Krea 2 Medium",
   "editeur": "Krea",
   "score": 66.9,
   "marge": [
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    67.7
   ],
   "votes": 6953,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/krea-2-medium/"
  },
  {
   "rang": 32,
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   "id": "imagen-4",
   "nom": "Imagen 4",
   "editeur": "Google",
   "score": 65.8,
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    65.2,
    66.4
   ],
   "votes": 49000,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/imagen-4/"
  },
  {
   "rang": 33,
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   "id": "hidream-o1-image",
   "nom": "HiDream-O1-Image",
   "editeur": "HiDream.ai",
   "score": 65.6,
   "marge": [
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    66.4
   ],
   "votes": 6598,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/hidream-o1-image/"
  },
  {
   "rang": 34,
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   "id": "gpt-image-1",
   "nom": "GPT Image 1",
   "editeur": "OpenAI",
   "score": 64.8,
   "marge": [
    64.2,
    65.5
   ],
   "votes": 23929,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/gpt-image-1/"
  },
  {
   "rang": 35,
   "groupe": 12,
   "id": "krea-2-large",
   "nom": "Krea 2 Large",
   "editeur": "Krea",
   "score": 64.8,
   "marge": [
    63.9,
    65.6
   ],
   "votes": 6024,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/krea-2-large/"
  },
  {
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   "groupe": 13,
   "id": "gpt-image-1-mini",
   "nom": "GPT Image 1 Mini",
   "editeur": "OpenAI",
   "score": 64,
   "marge": [
    63.4,
    64.7
   ],
   "votes": 17085,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/gpt-image-1-mini/"
  },
  {
   "rang": 37,
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   "id": "mai-image-1",
   "nom": "MAI-Image-1",
   "editeur": "Microsoft AI",
   "score": 62.7,
   "marge": [
    62,
    63.5
   ],
   "votes": 10117,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/mai-image-1/"
  },
  {
   "rang": 38,
   "groupe": 13,
   "id": "seedream-3-0",
   "nom": "Seedream 3.0",
   "editeur": "ByteDance",
   "score": 62.2,
   "marge": [
    61,
    63.5
   ],
   "votes": 2822,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/seedream-3-0/"
  },
  {
   "rang": 39,
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   "id": "wan-2-7-image",
   "nom": "Wan 2.7 Image",
   "editeur": "Alibaba",
   "score": 61.4,
   "marge": [
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    62.5
   ],
   "votes": 2611,
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   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/wan-2-7-image/"
  },
  {
   "rang": 40,
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   "id": "recraft-v4",
   "nom": "Recraft V4",
   "editeur": "Recraft",
   "score": 61.4,
   "marge": [
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    62
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   "url": "https://quelleia.com/modeles/recraft-v4/"
  },
  {
   "rang": 41,
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   "id": "wan-2-7-image-pro",
   "nom": "Wan 2.7 Image Pro",
   "editeur": "Alibaba",
   "score": 61.3,
   "marge": [
    60.3,
    62.4
   ],
   "votes": 2594,
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   "par_source": {
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   },
   "url": "https://quelleia.com/modeles/wan-2-7-image-pro/"
  },
  {
   "rang": 42,
   "groupe": 14,
   "id": "qwen-image-avec-extension-du-prompt",
   "nom": "Qwen-Image avec extension du prompt",
   "editeur": "Alibaba",
   "score": 61.1,
   "marge": [
    60.6,
    61.7
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   "votes": 64505,
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   },
   "url": "https://quelleia.com/modeles/qwen-image-avec-extension-du-prompt/"
  },
  {
   "rang": 43,
   "groupe": 14,
   "id": "flux-1-kontext-max",
   "nom": "FLUX.1 Kontext [max]",
   "editeur": "Black Forest Labs",
   "score": 60.7,
   "marge": [
    59.7,
    61.7
   ],
   "votes": 4669,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/flux-1-kontext-max/"
  },
  {
   "rang": 44,
   "groupe": 14,
   "id": "flux-2-klein-9b",
   "nom": "FLUX.2 [klein] 9B",
   "editeur": "Black Forest Labs",
   "score": 60.7,
   "marge": [
    60,
    61.3
   ],
   "votes": 14377,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/flux-2-klein-9b/"
  },
  {
   "rang": 45,
   "groupe": 14,
   "id": "z-image-turbo",
   "nom": "Z-Image-Turbo",
   "editeur": "Alibaba",
   "score": 59.3,
   "marge": [
    58.1,
    60.4
   ],
   "votes": 2401,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/z-image-turbo/"
  },
  {
   "rang": 46,
   "groupe": 15,
   "id": "qwen-image",
   "nom": "Qwen-Image",
   "editeur": "Alibaba",
   "score": 59.1,
   "marge": [
    58.3,
    59.9
   ],
   "votes": 6773,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/qwen-image/"
  },
  {
   "rang": 47,
   "groupe": 15,
   "id": "flux-1-kontext-pro",
   "nom": "FLUX.1 Kontext [pro]",
   "editeur": "Black Forest Labs",
   "score": 58.8,
   "marge": [
    58.1,
    59.5
   ],
   "votes": 28258,
   "provisoire": false,
   "par_source": {
    "arena": null
   },
   "url": "https://quelleia.com/modeles/flux-1-kontext-pro/"
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