All rankings / Images

Image editing

Human preference ratings for the overall category of this Arena task. Scores from different boards are not interchangeable.

63 entries · Arena score · Higher is better

Source publication: 2026-11-04. Retrieved 2026-11-05.

Source: Arena (lmarena-ai) · CC-BY-4.0.

Ranks use confidence bounds. Several models can share a rank; the rows within a shared rank are displayed by score.

Image editing · Arena score
Significance rankModel / evaluated variantArena score95% confidence intervalVotes
1GPT-Image-2.5 Sunburstopenai1,517.31,512.58 – 1,522.03114,468
2GPT-Image-2.5 Flareopenai1,482.131,477.61 – 1,486.65111,635
2GPT-Image-2.6 Sunburst (Medium)openai1,476.261,466.19 – 1,486.343,833
3MAI-Image-2.7-Previewmicrosoft-ai1,468.761,462.02 – 1,475.5112,728
3GPT-Image-2.6 Flare (Medium)openai1,4621,452.08 – 1,471.923,850
4GPT-Image-2 (Medium)openai1,460.091,457.09 – 1,463.09359,999
7Grok Imagine Image 2.0xai1,438.041,432.54 – 1,443.5537,138
7Gemini Nano Banana 2.1google1,427.311,421.51 – 1,433.1212,853
8MAI-Image-2.6microsoft-ai1,426.311,421.83 – 1,430.7889,003
10Grok Imagine Image 2.0 (20260801)xai1,416.061,411.75 – 1,420.37114,884
8Krea 3 Ultrakrea1,411.141,400.26 – 1,422.022,918
11MAI-Image-2.5microsoft-ai1,400.281,396.59 – 1,403.96190,011
11Muse Imagemeta1,399.391,395.62 – 1,403.17196,287
14Seedream 5.0 Probytedance1,390.941,387.74 – 1,394.14342,188
13Grok Imagine Image (Quality, 20260519)xai1,390.731,385.12 – 1,396.3438,203
14Gemini 3 Pro Image (nano-banana-pro, 2K)google1,390.21,387.73 – 1,392.68706,552
14Gemini 3.1 Flash Image (nano-banana-2, Web Search)google1,386.551,383.55 – 1,389.55283,121
14ChatGPT Image Latest (High Fidelity, 20251216)openai1,386.361,383.78 – 1,388.95678,695
14Gemini 3 Pro Image Preview (nano-banana-pro)google1,385.221,382.37 – 1,388.06540,524
20Reve 2.1reve1,373.541,367.48 – 1,379.5920,797
20GPT-Image-1.5 (High Fidelity)openai1,367.951,365.42 – 1,370.48704,550
20Qwen-Image-2.1alibaba1,363.711,357.81 – 1,369.6141,482
22Reve 2.0reve1,358.241,351.77 – 1,364.719,289
24Ideogram 4.5ideogram1,346.641,342.22 – 1,351.0687,673
25UNI-1.1 Maxluma-ai1,333.851,328.98 – 1,338.7243,467
25Grok Imagine Imagexai1,328.131,325.74 – 1,330.53844,208
27UNI-1.1luma-ai1,315.981,312.77 – 1,319.2238,890
27Gemini 3.1 Flash-Lite Image (nano-banana-2-lite)google1,312.981,308.27 – 1,317.765,603
29Seedream 4.5bytedance1,302.641,300.53 – 1,304.741,406,120
29Qwen-Image-2.0-Pro (2026-06-22)alibaba1,302.461,297.82 – 1,307.156,688
29Wan 2.7 Image Proalibaba1,302.181,298.1 – 1,306.2643,970
29HunyuanImage 3.0 Instructtencent1,301.91,298.59 – 1,305.21331,417
29Wan 2.7 Imagealibaba1,300.741,296.89 – 1,304.5944,782
33Seedream 5.0 Litebytedance1,294.71,292.11 – 1,297.28520,751
34Gemini 2.5 Flash Image Preview (nano-banana)google1,291.511,289.52 – 1,293.511,489,917
36Seedream 4.0 (2K)bytedance1,266.751,259.85 – 1,273.65210,026
36FLUX.2 [max]bfl1,261.491,258.36 – 1,264.62375,773
36Reve v1.1reve1,261.431,258.7 – 1,264.16672,524
39Kling Image O1kling1,250.451,246.79 – 1,254.11143,679
39FLUX.2 [pro]bfl1,248.11,245.59 – 1,250.61694,796
41Qwen-Image-Editalibaba1,2411,238.42 – 1,243.592,021,532
41Reve v1reve1,234.521,229.55 – 1,239.49395,056
42Qwen-Image-Edit (2511)alibaba1,233.21,230.45 – 1,235.95484,921
42Wan 2.6 Imagealibaba1,231.211,228.67 – 1,233.75734,720
45FLUX.2 [flex]bfl1,224.551,221.43 – 1,227.66443,862
45FLUX.2 [klein] 9Bbfl1,224.371,221.51 – 1,227.23540,673
45FLUX.2 [dev]bfl1,224.151,220.17 – 1,228.13254,033
48Seedream 4.0 (High Res, fal)bytedance1,215.881,213.1 – 1,218.661,229,477
48P-Image-EditOrganization not supplied1,209.991,206.87 – 1,213.11359,820
48Seedream 4.0 (fal)bytedance1,209.771,203.65 – 1,215.89152,100
49Reve v1.1 Fastreve1,206.651,203.66 – 1,209.64553,195
52Reve Edit Fastreve1,198.011,193.88 – 1,202.14230,078
53FLUX.2 [klein] 4Bbfl1,187.111,184.24 – 1,189.99541,193
53FLUX.1 Kontext [max]bfl1,181.951,179.14 – 1,184.75390,856
54Wan 2.5 Previewalibaba1,180.331,177.7 – 1,182.96723,596
54FLUX.1 Kontext [pro]bfl1,177.051,174.38 – 1,179.726,404,206
57FLUX.1 Kontext [dev]bfl1,150.091,146.61 – 1,153.573,639,585
58SeedEdit 3.0bytedance1,138.891,135.11 – 1,142.674,918,170
58GPT-Image-1openai1,138.671,135.95 – 1,141.42,869,508
60GPT-Image-1 miniopenai1,123.871,120.95 – 1,126.79682,664
61Gemini 2.0 Flash Preview Image Generationgoogle1,081.661,079.23 – 1,084.094,942,627
62BAGELbytedance1,026.451,020.7 – 1,032.213,488
63Step1X-Editstepfun996.02991.47 – 1,000.58155,418

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  • The population is the models in this source board, including variants and models without an available API price.
  • Ranks use the published confidence bounds: one plus the number of models whose lower bound exceeds this model’s upper bound. Shared ranks are not proof of equal performance.

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