{
  "schemaVersion": 1,
  "benchmark": {
    "id": "image-edit-arena",
    "name": "Image editing · Arena",
    "version": "Overall · Bradley–Terry",
    "category": "image",
    "question": "Which image editors lead Arena’s preference ratings?",
    "summary": "A separate preference comparison for editing an existing image, preserving each published model setting.",
    "source": {
      "name": "Arena",
      "url": "https://arena.ai/leaderboard/image-edit",
      "methodologyUrl": "https://arena.ai/blog/arena-rank"
    },
    "measure": "Published Bradley–Terry preference rating; higher is better. Source confidence intervals and vote counts included.",
    "comparisonRule": "Image editing, overall category only. One complete, dated publisher cohort; no blending with other Arena tracks or diagnostic benchmarks.",
    "limitations": [
      "Ratings depend on the opponent pool and prompt mix. Compare only within this track and publication date; ratings are not percentages.",
      "Overlapping confidence intervals do not establish a clear winner. Vote count is per model, not a count of unique people or prompts.",
      "The licensed export omits preliminary and AutoEval status flags. A row’s evidence status cannot be inferred from its vote count.",
      "This extract has no matched price or latency data. Keep audio, resolution, effort, web-search, and agent settings in the model labels.",
      "Arena supports AutoEval proxy votes for image generation; the export does not identify affected rows. Preference does not guarantee correct composition or faithful editing."
    ],
    "coverage": "charted",
    "tags": [
      "image editing",
      "preference",
      "GPT Image",
      "MAI",
      "Muse",
      "Grok",
      "Seedream",
      "Nano Banana"
    ]
  },
  "dataset": {
    "benchmarkId": "image-edit-arena",
    "version": "Overall · Bradley–Terry",
    "score": {
      "label": "Arena preference rating",
      "unit": "Arena points",
      "direction": "higher"
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    "source": {
      "name": "Arena · CC BY 4.0",
      "url": "https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset/blob/088c607919d1d0d3385409070657f4623e414872/image_edit/latest-00000-of-00001.parquet",
      "revision": "088c607919d1d0d3385409070657f4623e414872",
      "retrievedAt": "2026-10-09T16:00:10.151Z"
    },
    "observedAt": "2026-10-06",
    "evidenceLabel": "Published preference ratings · evidence flags unavailable",
    "configurationLabel": "Published model configuration",
    "comparabilityNote": "Image editing overall ratings, published 2026-10-06. Compare within this dated pool; retain settings and confidence intervals. Preliminary and AutoEval flags are not provided. Arena (lmarena-ai), Arena leaderboard dataset, CC-BY-4.0 (https://creativecommons.org/licenses/by/4.0/). Selected overall media cohorts and projected fields for AI Charts; published ratings, intervals, and vote counts unchanged.",
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