---
title: "Vision · style controlled: model rankings and source evidence · Undominated.ai"
canonical: https://undominated.ai/rankings/arena-vision-style-control/
description: "Vision · style controlled ranked by Arena score. Inspect exact model variants, source dates, measurement limits and downloadable evidence."
---

# Vision · style controlled: model rankings and source evidence · Undominated.ai

> Vision · style controlled ranked by Arena score. Inspect exact model variants, source dates, measurement limits and downloadable evidence.

[All rankings](/rankings/) / Vision

# Vision · style controlled

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

**167 entries** · Arena score · Higher is better

Source publication: 2026-10-19. Retrieved 2026-11-05.

Source: [Arena (lmarena-ai)](https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset) · [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/).

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

Vision · style controlled · Arena score

| Significance rank | Model / evaluated variant | Arena score | 95% confidence interval | Votes |
| --- | --- | --- | --- | --- |
| 1 | Claude Fable 5 (High) anthropic | 1,308.71 | 1,301.66 – 1,315.77 | 14,714 |
| 1 | Qwen3.8-Max alibaba | 1,300 | 1,292.54 – 1,307.46 | 9,957 |
| 1 | Claude Opus 4.6 (High) anthropic | 1,299.07 | 1,292.65 – 1,305.5 | 22,286 |
| 1 | Claude Opus 4.7 anthropic | 1,298.72 | 1,292.15 – 1,305.3 | 23,139 |
| 1 | Claude Opus 4.7 (High) anthropic | 1,297.72 | 1,291.16 – 1,304.28 | 22,731 |
| 1 | Gemini 3.7 Flash (High) google | 1,295.17 | 1,285.94 – 1,304.4 | 5,369 |
| 1 | Muse Spark meta | 1,294.09 | 1,284.98 – 1,303.19 | 5,865 |
| 2 | Claude Opus 4.6 anthropic | 1,293.71 | 1,287.41 – 1,300.01 | 26,841 |
| 1 | GPT-6.1 Sol (Max) openai | 1,293.53 | 1,280.59 – 1,306.47 | 2,330 |
| 1 | Claude Opus 5.5 (High) anthropic | 1,292.96 | 1,281.21 – 1,304.71 | 3,035 |
| 1 | Muse Spark 1.2 (xHigh) meta | 1,292.67 | 1,278.33 – 1,307.01 | 1,948 |
| 2 | Gemini 3.8 Flash (High) google | 1,291.04 | 1,281.23 – 1,300.84 | 4,645 |
| 2 | Muse Spark 1.3 (Max) meta | 1,289.59 | 1,280.38 – 1,298.8 | 5,392 |
| 2 | Gemini 3 Pro google | 1,289.3 | 1,281.9 – 1,296.69 | 13,623 |
| 2 | Claude Opus 5 (High) anthropic | 1,287.86 | 1,281.2 – 1,294.51 | 17,743 |
| 2 | Muse Spark 1.3 (xHigh) meta | 1,287.63 | 1,278.08 – 1,297.18 | 4,897 |
| 2 | Claude Fable 5.1 (Max) anthropic | 1,287.59 | 1,278.26 – 1,296.91 | 5,026 |
| 2 | GPT-5.6 Sol (xHigh) openai | 1,286.16 | 1,278.83 – 1,293.49 | 11,439 |
| 5 | GPT-5.5 openai | 1,286.05 | 1,280.26 – 1,291.84 | 28,781 |
| 4 | Claude Opus 4.8 (High) anthropic | 1,285.74 | 1,279.26 – 1,292.22 | 18,303 |
| 2 | GPT-6 Astra (Max) openai | 1,284.82 | 1,274.49 – 1,295.15 | 4,012 |
| 6 | GPT-5.4 (High) openai | 1,284.14 | 1,278.37 – 1,289.9 | 30,747 |
| 6 | Gemini 3.5 Flash (Medium) google | 1,282.39 | 1,275.58 – 1,289.19 | 14,061 |
| 6 | Gemini 3.5 Flash (High) google | 1,282.22 | 1,275.36 – 1,289.08 | 13,862 |
| 6 | GPT-5.5 (High) openai | 1,282.16 | 1,276.28 – 1,288.03 | 27,067 |
| 6 | Gemini 3.6 Flash (High) google | 1,281.98 | 1,274.09 – 1,289.88 | 8,979 |
| 7 | Muse Spark 1.1 meta | 1,280.01 | 1,273.05 – 1,286.96 | 12,804 |
| 9 | Gemini 3.1 Pro Preview google | 1,279.55 | 1,274.42 – 1,284.68 | 47,114 |
| 7 | Grok 4.5 xai | 1,278.98 | 1,271.89 – 1,286.06 | 12,599 |
| 8 | Claude Opus 4.8 anthropic | 1,278.86 | 1,272.35 – 1,285.37 | 18,800 |
| 8 | GPT-5.4 openai | 1,278.64 | 1,272.13 – 1,285.15 | 22,804 |
| 9 | GPT-5.2 Chat (20260210) openai | 1,277.7 | 1,271.17 – 1,284.22 | 16,465 |
| 9 | GPT-5.5 Instant openai | 1,276.06 | 1,267.32 – 1,284.8 | 7,590 |
| 11 | Claude Sonnet 4.6 anthropic | 1,275.09 | 1,268.95 – 1,281.22 | 27,408 |
| 22 | Gemini 3 Flash google | 1,272.54 | 1,267.34 – 1,277.74 | 39,131 |
| 22 | GLM-5.3-Flash zai | 1,271.15 | 1,264.75 – 1,277.56 | 16,254 |
| 25 | GPT-5.6 Terra (xHigh) openai | 1,268.04 | 1,260.77 – 1,275.31 | 11,842 |
| 25 | Gemini 3.5 Flash-Lite google | 1,266.95 | 1,259.08 – 1,274.81 | 9,238 |
| 22 | GPT-6 Sol (Max) openai | 1,266.05 | 1,254.69 – 1,277.4 | 3,221 |
| 22 | Claude Sonnet 5.5 (xHigh) anthropic | 1,264.92 | 1,252.36 – 1,277.47 | 2,564 |
| 32 | Kimi K2.6 moonshot | 1,264.57 | 1,257.76 – 1,271.38 | 16,368 |
| 33 | Qwen3.7-Plus alibaba | 1,263.31 | 1,256.61 – 1,270.01 | 14,212 |
| 33 | Grok 4.6 (High) xai | 1,262.14 | 1,253.82 – 1,270.47 | 7,261 |
| 34 | Claude Sonnet 5 (High) anthropic | 1,261.86 | 1,255.03 – 1,268.7 | 14,034 |
| 34 | Gemma 4 31B google | 1,261.85 | 1,256.14 – 1,267.55 | 40,219 |
| 32 | DeepSeek-V4.1-Flash-20260910 (Max) deepseek | 1,261.36 | 1,251.08 – 1,271.64 | 4,100 |
| 36 | Gemini 3 Flash (Minimal) google | 1,259.97 | 1,254.65 – 1,265.28 | 37,173 |
| 37 | GPT-5.6 Luna (xHigh) openai | 1,256.59 | 1,249.15 – 1,264.03 | 11,055 |
| 37 | Dola Seed 2.0 Pro bytedance | 1,256.47 | 1,249.21 – 1,263.74 | 10,972 |
| 37 | Grok 4.20 Beta (Reasoning, 0309) xai | 1,255.19 | 1,249.11 – 1,261.28 | 26,796 |
| 39 | Kimi K2.5 (Thinking) moonshot | 1,252.36 | 1,246.68 – 1,258.04 | 28,249 |
| 32 | Mistral Large 4 mistral | 1,251.94 | 1,232.61 – 1,271.28 | 1,008 |
| 39 | GPT-5.1 (High) openai | 1,251.2 | 1,243.37 – 1,259.03 | 9,848 |
| 40 | GPT-5.4 mini (High) openai | 1,250.44 | 1,244.22 – 1,256.66 | 25,734 |
| 41 | Grok 4.20 Multi-Agent Beta (0309) xai | 1,250.22 | 1,244.1 – 1,256.33 | 24,532 |
| 38 | Grok 4.7 (xHigh) xai | 1,249.77 | 1,239.15 – 1,260.39 | 3,736 |
| 47 | Gemini 2.5 Pro google | 1,247.64 | 1,243.09 – 1,252.19 | 88,755 |
| 37 | Step 5 Preview stepfun | 1,247.18 | 1,232.02 – 1,262.33 | 1,649 |
| 47 | Qwen3.5-397B-A17B alibaba | 1,245.81 | 1,240.51 – 1,251.12 | 32,657 |
| 38 | MiMo-V2.6-Pro xiaomi | 1,244.56 | 1,229.79 – 1,259.34 | 1,754 |
| 42 | MiMo-V2.6-Flash xiaomi | 1,244.53 | 1,233.65 – 1,255.42 | 3,618 |
| 51 | GPT-5.2 (High) openai | 1,242.8 | 1,236.71 – 1,248.88 | 19,022 |
| 48 | Qwen3.8-27B alibaba | 1,242.43 | 1,234.22 – 1,250.65 | 7,614 |
| 51 | Grok 4.3 xai | 1,242.27 | 1,236.42 – 1,248.11 | 27,901 |
| 51 | Gemma 4 26B A4B google | 1,241.74 | 1,235.28 – 1,248.2 | 23,922 |
| 47 | GPT-6 Luna (Max) openai | 1,240.36 | 1,229.47 – 1,251.25 | 3,662 |
| 51 | GPT-5.1 openai | 1,239.84 | 1,232.29 – 1,247.38 | 10,801 |
| 54 | ChatGPT-4o Latest (20250326) openai | 1,238.59 | 1,233.09 – 1,244.09 | 23,400 |
| 51 | Kimi K2.5 (Instant) moonshot | 1,236.47 | 1,225.76 – 1,247.19 | 4,111 |
| 57 | Gemini 3.1 Flash-Lite Preview google | 1,234.63 | 1,228.88 – 1,240.38 | 27,657 |
| 57 | MiMo-V2.5 xiaomi | 1,233.76 | 1,227.92 – 1,239.6 | 29,381 |
| 57 | MiniMax-M3 minimax | 1,233.29 | 1,226.9 – 1,239.68 | 19,844 |
| 60 | GLM-5V-Turbo zai | 1,230.04 | 1,224.56 – 1,235.52 | 42,757 |
| 57 | Gemini 2.5 Flash Preview (09-2025) google | 1,229.8 | 1,219.96 – 1,239.64 | 4,792 |
| 62 | GPT-5.2 openai | 1,228.15 | 1,222.15 – 1,234.14 | 20,100 |
| 64 | Qwen3.5-122B-A10B alibaba | 1,226.17 | 1,219.4 – 1,232.95 | 13,236 |
| 64 | GPT-5 Chat openai | 1,225.84 | 1,218.78 – 1,232.9 | 39,894 |
| 59 | GPT-4.5 Preview (2025-02-27) openai | 1,224.99 | 1,213.29 – 1,236.68 | 2,925 |
| 67 | ERNIE-5.0-Preview (1220) baidu | 1,219.42 | 1,208.25 – 1,230.6 | 3,349 |
| 74 | Qwen3.5-27B alibaba | 1,217.16 | 1,211.65 – 1,222.68 | 30,272 |
| 74 | MiMo-V2-Omni xiaomi | 1,215.89 | 1,208.53 – 1,223.26 | 10,650 |
| 74 | o3 (2025-04-16) openai | 1,215.85 | 1,209.27 – 1,222.43 | 45,567 |
| 75 | Gemini 2.5 Flash google | 1,215.46 | 1,210.87 – 1,220.04 | 60,087 |
| 75 | Qwen3-VL-235B-A22B-Instruct alibaba | 1,215.1 | 1,208.11 – 1,222.1 | 12,724 |
| 75 | GPT-4.1 (2025-04-14) openai | 1,213.87 | 1,207.18 – 1,220.57 | 40,998 |
| 78 | GPT-5 (High) openai | 1,210.72 | 1,203.66 – 1,217.78 | 34,445 |
| 78 | Inkling-Small thinky | 1,208.75 | 1,200.57 – 1,216.93 | 8,074 |
| 74 | Claude Opus 4 (Thinking 16K, 20250514) anthropic | 1,207.5 | 1,191.44 – 1,223.56 | 1,290 |
| 74 | Claude Sonnet 4 (Thinking 32K, 20250514) anthropic | 1,206.55 | 1,189.62 – 1,223.48 | 1,144 |
| 78 | NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4) nvidia | 1,204.01 | 1,191.15 – 1,216.86 | 2,509 |
| 85 | o4-mini (2025-04-16) openai | 1,200.95 | 1,193.82 – 1,208.09 | 41,316 |
| 83 | GPT-4.1 mini (2025-04-14) openai | 1,200.74 | 1,193.22 – 1,208.27 | 40,201 |
| 82 | Mistral Medium 3.5 mistral | 1,199.59 | 1,190.02 – 1,209.17 | 5,375 |
| 86 | Mistral Large 3 mistral | 1,199.09 | 1,191.3 – 1,206.89 | 9,254 |
| 86 | GPT-5.4 nano (High) openai | 1,198.84 | 1,192.5 – 1,205.18 | 25,624 |
| 87 | Grok 4.1 Fast (Reasoning) xai | 1,196.34 | 1,189.42 – 1,203.25 | 13,368 |
| 84 | Claude 3.7 Sonnet (Thinking 32K, 20250219) anthropic | 1,192.66 | 1,177.15 – 1,208.17 | 1,436 |
| 87 | o1 (2024-12-17) openai | 1,192.66 | 1,181.89 – 1,203.42 | 3,694 |
| 87 | Claude Opus 4 (20250514) anthropic | 1,188.94 | 1,176.03 – 1,201.85 | 2,172 |
| 87 | Qwen3-VL-235B-A22B-Thinking alibaba | 1,188.78 | 1,176.44 – 1,201.12 | 2,387 |
| 88 | Gemini 2.5 Flash-Lite Preview (Thinking, 06-17) google | 1,188.75 | 1,181.28 – 1,196.23 | 35,914 |
| 87 | Claude Sonnet 4 (20250514) anthropic | 1,188.55 | 1,174.51 – 1,202.59 | 1,806 |
| 88 | Qwen-VL-Max (2025-08-13) alibaba | 1,185.22 | 1,173.13 – 1,197.32 | 3,170 |
| 91 | GPT-5 mini (High) openai | 1,184.32 | 1,176.22 – 1,192.41 | 28,943 |
| 91 | Grok 4 (0709) xai | 1,184.2 | 1,176.84 – 1,191.55 | 30,173 |
| 97 | Gemini 1.5 Pro (002) google | 1,179.47 | 1,170.39 – 1,188.56 | 8,902 |
| 97 | Claude 3.7 Sonnet (20250219) anthropic | 1,175.11 | 1,165.73 – 1,184.49 | 4,517 |
| 97 | Gemini 2.5 Flash-Lite Preview (Non-Thinking, 09-2025) google | 1,174.57 | 1,164.97 – 1,184.18 | 4,862 |
| 99 | Gemini 2.0 Flash (001) google | 1,172.04 | 1,164.81 – 1,179.28 | 10,135 |
| 106 | GPT-4o (2024-05-13) openai | 1,161.77 | 1,153 – 1,170.53 | 23,273 |
| 104 | GLM-4.6V zai | 1,161.4 | 1,147.64 – 1,175.17 | 2,455 |
| 107 | Claude 3.5 Sonnet (20241022) anthropic | 1,160.75 | 1,152.81 – 1,168.69 | 10,374 |
| 107 | Gemma 3 27B IT google | 1,159.9 | 1,151.79 – 1,168.01 | 16,982 |
| 108 | Mistral Medium 3.1 (2508) mistral | 1,159.52 | 1,153.3 – 1,165.73 | 41,611 |
| 107 | Step-1o Turbo (202506) stepfun | 1,155.93 | 1,141.59 – 1,170.28 | 1,895 |
| 110 | Mistral Medium 3 (2505) mistral | 1,155.41 | 1,147.11 – 1,163.7 | 10,793 |
| 107 | Hunyuan Vision 1.5 Thinking tencent | 1,154.86 | 1,142.62 – 1,167.11 | 2,424 |
| 109 | GLM-4.5V zai | 1,153.08 | 1,141.32 – 1,164.84 | 3,243 |
| 107 | Hunyuan Large Vision tencent | 1,149.77 | 1,133.28 – 1,166.27 | 1,274 |
| 110 | GPT-5 nano (High) openai | 1,147.43 | 1,136.09 – 1,158.78 | 3,928 |
| 110 | Llama 4 Maverick 17B 128E Instruct meta | 1,145.45 | 1,136.33 – 1,154.57 | 6,923 |
| 110 | Claude 3.5 Sonnet (20240620) anthropic | 1,145.23 | 1,135.15 – 1,155.32 | 21,624 |
| 110 | Step-3 stepfun | 1,144.88 | 1,132.95 – 1,156.81 | 3,193 |
| 114 | Gemini 1.5 Flash (002) google | 1,141.69 | 1,131.75 – 1,151.62 | 7,241 |
| 114 | Mistral Small 3.2 (2506) mistral | 1,139.86 | 1,130.76 – 1,148.96 | 10,843 |
| 116 | Gemini 2.0 Flash-Lite Preview (02-05) google | 1,135.82 | 1,125.36 – 1,146.27 | 3,991 |
| 119 | Llama 4 Scout 17B 16E Instruct meta | 1,127.52 | 1,118.02 – 1,137.02 | 6,446 |
| 116 | Claude 3.5 Haiku (20241022) anthropic | 1,127.41 | 1,111.36 – 1,143.46 | 1,398 |
| 121 | Mistral Small 3.1 24B Instruct (2503) mistral | 1,127.35 | 1,118.85 – 1,135.86 | 28,490 |
| 119 | Step-1o Vision 32K (High Res) stepfun | 1,124.16 | 1,111.51 – 1,136.81 | 2,833 |
| 124 | Qwen2.5-VL-72B-Instruct alibaba | 1,121.11 | 1,110.29 – 1,131.94 | 3,768 |
| 125 | Gemini 1.5 Pro (001) google | 1,119.53 | 1,107.9 – 1,131.17 | 16,734 |
| 122 | Qwen2.5-VL-32B-Instruct alibaba | 1,118.8 | 1,103.32 – 1,134.29 | 1,490 |
| 126 | GPT-4o (2024-08-06) openai | 1,117.92 | 1,105.63 – 1,130.2 | 3,376 |
| 125 | Molmo 2 8B allenai | 1,111.95 | 1,092.22 – 1,131.68 | 1,190 |
| 127 | GPT-4 Turbo (2024-04-09) openai | 1,111.94 | 1,100.35 – 1,123.52 | 13,391 |
| 134 | GPT-4o mini (2024-07-18) openai | 1,096.87 | 1,088.57 – 1,105.18 | 17,341 |
| 134 | Pixtral Large (2411) mistral | 1,095.37 | 1,086.03 – 1,104.7 | 5,423 |
| 133 | GPT-4.1 nano (2025-04-14) openai | 1,088.55 | 1,070.26 – 1,106.84 | 1,211 |
| 136 | Qwen2-VL-72B alibaba | 1,084.58 | 1,074.4 – 1,094.75 | 5,937 |
| 135 | Qwen-VL-Max (1119) alibaba | 1,084.55 | 1,068.5 – 1,100.59 | 1,422 |
| 139 | Gemini 1.5 Flash-8B (001) google | 1,071.27 | 1,060.66 – 1,081.88 | 6,243 |
| 139 | Step-1V 32K stepfun | 1,064.15 | 1,047.4 – 1,080.91 | 1,534 |
| 140 | Claude 3 Opus (20240229) anthropic | 1,061.51 | 1,051.11 – 1,071.92 | 15,565 |
| 140 | Gemini 1.5 Flash (001) google | 1,059.13 | 1,047.25 – 1,071.02 | 13,260 |
| 143 | Molmo 72B (0924) allenai | 1,044.84 | 1,031.74 – 1,057.93 | 3,048 |
| 142 | Hunyuan Standard Vision (2024-12-31) tencent | 1,041.5 | 1,020.5 – 1,062.51 | 809 |
| 146 | Llama 3.2 90B Vision Instruct meta | 1,032.21 | 1,022.96 – 1,041.45 | 8,682 |
| 146 | Qwen2-VL-7B-Instruct alibaba | 1,030.64 | 1,020.05 – 1,041.23 | 5,766 |
| 146 | Pixtral 12B (2409) mistral | 1,025.19 | 1,015.63 – 1,034.75 | 7,511 |
| 146 | InternVL2 26B Organization not supplied | 1,024.85 | 1,011.98 – 1,037.72 | 5,148 |
| 146 | Amazon Nova Lite 1.0 amazon | 1,018.73 | 1,003.69 – 1,033.78 | 1,854 |
| 146 | Amazon Nova Pro 1.0 amazon | 1,018.47 | 1,004.64 – 1,032.3 | 2,335 |
| 147 | Claude 3 Sonnet (20240229) anthropic | 1,016.35 | 1,004.95 – 1,027.74 | 12,314 |
| 148 | Yi Vision Organization not supplied | 1,002.39 | 984.27 – 1,020.51 | 1,219 |
| 148 | Aya Vision 32B cohere | 1,000.36 | 978.36 – 1,022.37 | 847 |
| 151 | Claude 3 Haiku (20240307) anthropic | 999.71 | 987.26 – 1,012.17 | 13,380 |
| 152 | Molmo 7B-D (0924) allenai | 993.72 | 979.93 – 1,007.5 | 2,815 |
| 154 | Llama 3.2 11B Vision Instruct meta | 992.75 | 981.43 – 1,004.07 | 4,817 |
| 152 | nvila-internal-15b-v1 nvidia | 985.16 | 965.04 – 1,005.28 | 1,077 |
| 155 | LLaVA-OneVision Qwen2 72B OV Organization not supplied | 977.93 | 959.74 – 996.13 | 1,321 |
| 160 | LLaVA 1.6 34B Organization not supplied | 964.35 | 952.1 – 976.6 | 4,531 |
| 159 | CogVLM2 Llama3 Chat 19B zai | 963.65 | 948.44 – 978.87 | 1,991 |
| 160 | MiniCPM-V 2.6 Organization not supplied | 962.37 | 946.53 – 978.21 | 1,987 |
| 160 | InternVL2 4B Organization not supplied | 958.37 | 945.73 – 971 | 3,703 |
| 166 | Phi-3.5 Vision Instruct microsoft | 919 | 903.18 – 934.83 | 2,592 |
| 167 | Phi-3 Vision 128K Instruct microsoft | 880.54 | 861.9 – 899.18 | 1,401 |

## What this ranking can tell you

 - 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.

## Check the source

The original evidence is retained byte for byte. The downloadable board includes the source URLs, revision and SHA-256 hashes.

[Download this board and provenance →](/data/rankings/arena-vision-style-control.json)

 Source files and licences - [metadata · a7a159f557a1](/data/rankings/evidence/a7a159f557a1e594a5d41218fe8d53c63c63daa39b655e51d6fc5b482a17d059.json) · [upstream source ↗](https://huggingface.co/api/datasets/lmarena-ai/leaderboard-dataset)
- [licence · 88a46d472f35](/data/rankings/evidence/88a46d472f35274fb6b7a852c3d16c8ee8007d51b37f290161537bec26895ee4.txt) · [upstream source ↗](https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset/raw/8b6deb69ace01ee8dcda9e46eba7a5e8a808ec53/README.md)
- [rows · ceae74f1bc8a](/data/rankings/evidence/ceae74f1bc8a0d6c529cbb601e70835bfcd536232244fd60cb599229ecc2d378.parquet) · [upstream source ↗](https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset/resolve/8b6deb69ace01ee8dcda9e46eba7a5e8a808ec53/vision_style_control/latest-00000-of-00001.parquet)

[Explore other model types →](/rankings/)[Read the benchmark guide →](/benchmarks/)

## Continue your investigation

 - [Understand the measurements](/benchmarks/)
- [Compare task performance](/best/)
- [Compare embedding models](/embeddings/)
- [Inspect ranking rules](/methodology/)