Arena Vision Style-Controlled
LMArena · Anonymous human comparisons of image-based answers assess practical visual understanding.
What it measures and how
Only overall in official vision_style_control is used. Image generation and editing are excluded.
How this evidence is used
Receives 6% of the vision budget. Human preferences are not strict image-answer accuracy.
Evaluation results
Fixed rules select one representative configuration per public model. Anonymous test models are omitted. Original ranks are retained, with up to 30 models per evaluation.
| Source rank | Source model name | Raw result | Representative configuration |
|---|---|---|---|
| 1 | claude-fable-5-highAnthropic | 1,308 | High reasoning |
| 2 | qwen3.8-maxAlibaba | 1,300.7 | Source default |
| 3 | claude-opus-4-6-highAnthropic | 1,299.2 | High reasoning |
| 5 | claude-opus-4-7-highAnthropic | 1,297.8 | High reasoning |
| 6 | gemini-3.7-flash-highGoogle | 1,296.9 | High reasoning |
| 8 | gpt-6.1-sol-maxopenai | 1,294.1 | Max reasoning |
| 9 | muse-sparkMeta | 1,293.9 | Source default |
| 10 | muse-spark-1.2 (xHigh)Meta | 1,292.9 | xHigh reasoning |
| 11 | claude-opus-5.5-highAnthropic | 1,292.7 | High reasoning |
| 12 | muse-spark-1.3-maxMeta | 1,289.7 | Max reasoning |
| 13 | gemini-3-proGoogle | 1,289.3 | Source default |
| 14 | gemini-3.8-flash-highGoogle | 1,289.1 | High reasoning |
| 15 | claude-opus-5-highAnthropic | 1,287.4 | High reasoning |
| 16 | gpt-5.6-sol-xhighOpenAI | 1,287 | xHigh reasoning |
| 17 | claude-fable-5.1-maxAnthropic | 1,286.4 | Max reasoning |
| 19 | gpt-6-astra-maxOpenAI | 1,286 | Max reasoning |
| 21 | claude-opus-4-8-highAnthropic | 1,285.6 | High reasoning |
| 23 | gpt-5.4-highOpenAI | 1,285 | High reasoning |
| 24 | gemini-3.5-flash-highGoogle | 1,283.7 | High reasoning |
| 25 | gpt-5.5-highOpenAI | 1,281.1 | High reasoning |
| 26 | gemini-3.6-flash-highGoogle | 1,280.7 | High reasoning |
| 27 | grok-4.5xAI | 1,280 | Source default |
| 28 | muse-spark-1.1Meta | 1,280 | Source default |
| 29 | gemini-3.1-pro-previewGoogle | 1,279.8 | Source default |
| 32 | gpt-5.2-chat-latest-20260210OpenAI | 1,277.9 | Source default |
| 33 | gpt-5.5-instantOpenAI | 1,275.7 | Source default |
| 34 | claude-sonnet-4-6Anthropic | 1,275 | Source default |
| 35 | glm-5.3-flashZ.ai | 1,273.3 | Source default |
| 36 | gemini-3-flashGoogle | 1,272.8 | Source default |
| 37 | gpt-6-sol-maxOpenAI | 1,270.4 | Max reasoning |
Evaluation limits & attribution
Human preferences depend on style, users, and prompts. Overall and creative-writing categories have overlapping votes and share the original human-preference budget, rather than representing independent evaluators.
Data license: CC BY 4.0
Results are published by LMArena. Original scores and the NexGateHub consensus index use different scales and cannot be added directly.