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Arena Vision Style-Controlled

LMArena · People choose between anonymous image-based answers to assess the practical experience of visual understanding.
Across e/accCounts toward ranking
Evidence budget6%
Upstream data time10/09 08:00
Last successful sync10/17 08:05

What it measures and how

Read only overall from the official vision_style_control dataset. Excludes image generation and editing.

How this evidence is used

Receives the 6% vision budget. This is still human-preference evidence, not strict image accuracy.

Benchmark results

Fixed rules select one representative configuration per public model. Anonymous test models are omitted. Original source ranks are retained, with up to 30 models per benchmark.

Source rankSource model nameRaw resultRepresentative configuration
1claude-fable-5-highAnthropic1,308High reasoning
2qwen3.8-maxAlibaba1,300.7Source default configuration
3claude-opus-4-6-highAnthropic1,299.2High reasoning
5claude-opus-4-7-highAnthropic1,297.8High reasoning
6gemini-3.7-flash-highGoogle1,296.9High reasoning
8gpt-6.1-sol-maxOpenAI1,294.1Max reasoning
9muse-sparkMeta1,293.9Source default configuration
10muse-spark-1.2 (xHigh)Meta1,292.9xHigh reasoning
11claude-opus-5.5-highAnthropic1,292.7High reasoning
12muse-spark-1.3-maxMeta1,289.7Max reasoning
13gemini-3-proGoogle1,289.3Source default configuration
14gemini-3.8-flash-highGoogle1,289.1High reasoning
15claude-opus-5-highAnthropic1,287.4High reasoning
16gpt-5.6-sol-xhighOpenAI1,287xHigh reasoning
17claude-fable-5.1-maxAnthropic1,286.4Max reasoning
19gpt-6-astra-maxOpenAI1,286Max reasoning
21claude-opus-4-8-highAnthropic1,285.6High reasoning
23gpt-5.4-highOpenAI1,285High reasoning
24gemini-3.5-flash-highGoogle1,283.7High reasoning
25gpt-5.5-highOpenAI1,281.1High reasoning
26gemini-3.6-flash-highGoogle1,280.7High reasoning
27grok-4.5xAI1,280Source default configuration
28muse-spark-1.1Meta1,280Source default configuration
29gemini-3.1-pro-previewGoogle1,279.8Source default configuration
32gpt-5.2-chat-latest-20260210OpenAI1,277.9Source default configuration
33gpt-5.5-instantOpenAI1,275.7Source default configuration
34claude-sonnet-4-6Anthropic1,275Source default configuration
35glm-5.3-flashZ.ai1,273.3Source default configuration
36gemini-3-flashGoogle1,272.8Source default configuration
37gpt-6-sol-maxOpenAI1,270.4Max reasoning
Limitations and attribution

Human preference depends on style, user demographics and prompt distribution. Overall and creative categories have overlapping votes and share the original human-preference budget. They do not count as two independent organizations.

Data license: CC BY 4.0

Results are published by LMArena. Raw scores and the e/acc consensus index use different scales and cannot be added directly.