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Evaluation sources

Arena Text Style-Controlled

LMArena · Humans compare answers anonymously in pairs to see which they would rather read. This adds the overall experience that multiple-choice questions cannot show.

Official evaluation
In NewsRanked
Evidence budget5%
Upstream data as of11/11 08:00
Last synced11/16 02:05

What it measures, and how

Only the Text Overall style-controlled main leaderboard in the official release snapshot is used; the arena.ai live page is not scraped.

How this evidence is used

The human preference budget of 10% is split into 5% overall and 5% creative; it still shares an evidence family with Arena's coding and visual evaluations. Newness is judged by the timestamp of official score data.

Results

Under fixed rules, each public model uses one representative configuration. Anonymous test variants are not shown, original leaderboard ranks are kept, and each item lists at most 30.

Rank thereModel thereRaw scoreRepresentative configuration
1Gemini 4 Carbon (High)google1,526.2High reasoning
2Gemini 4 Argon (High)Google1,521.7High reasoning
3Muse Wonder (Max)meta1,510.9Max reasoning
4Claude Opus 5.5 (High)Anthropic1,506.8High reasoning
5Claude Fable 5 (High)Anthropic1,504High reasoning
6Claude Opus 4.6 (High)Anthropic1,502.8High reasoning
7Claude Fable 5.1 (Max)Anthropic1,502.3Max reasoning
8Claude Opus 4.7 (High)Anthropic1,501.1High reasoning
9Gemini 3.8 Flash (High)Google1,496.7High reasoning
10Muse Spark 1.3 (Max)Meta1,496.5Max reasoning
13Muse Spark 1.2 (xHigh)Meta1,492.9xHigh reasoning
14Muse Spark 1.1Meta1,490.9Source default configuration
15Gemini 4 Hydrogen (High)google1,490.4High reasoning
17Gemini 3.7 Flash (High)Google1,489.3High reasoning
18Muse SparkMeta1,489.2Source default configuration
19Claude Opus 5 (Max)Anthropic1,489Max reasoning
20Kimi K3 (Max)Moonshot AI1,487.4Max reasoning
21Gemini 3.1 Pro PreviewGoogle1,486.8Source default configuration
22Gemini 3 ProGoogle1,485.6Source default configuration
23GPT-5.6 Sol (xHigh)OpenAI1,485.1xHigh reasoning
24Kimi K3.1 Pro (Max)moonshot1,484.7Max reasoning
25Qwen3.8-MaxAlibaba1,484.1Source default configuration
26Gemini 3.6 Flash (High)Google1,482.6High reasoning
27Claude Opus 4.8 (High)Anthropic1,481.9High reasoning
28GLM-5.3 (Max)Z.ai1,481.6Max reasoning
29GPT-5.5 (High)OpenAI1,481.3High reasoning
30GPT-6.1 Sol (Max)—1,480.8Max reasoning
31MiMo-V2.6-ProXiaomi1,479.9Source default configuration
32Gemini 3.5 Flash (High)Google1,478.4High reasoning
35GPT-5.2 Chat (20260210)openai1,475.6Source default configuration
Limits and data attribution

Human preference is shaped by style, user composition and prompt distribution. Overall and creative categories overlap in voting and share the existing human-preference budget, so they are not treated as two independent evaluators.

Data licence: CC BY 4.0

Scores published by LMArena. Raw scores and the News consensus score use different scales and cannot be added directly.