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Human preference ratings for the overall category of this Arena task. Scores from different boards are not interchangeable.
44 entries · Arena score · Higher is better
Source publication: 2026-09-13. 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.
| Significance rank | Model / evaluated variant | Arena score | 95% confidence interval | Votes |
|---|---|---|---|---|
| 1 | claude-opus-5-highanthropic | 1,516.27 | 1,509.25 – 1,523.29 | 8,794 |
| 1 | claude-fable-5.1-maxanthropic | 1,512.58 | 1,497.4 – 1,527.76 | 1,403 |
| 1 | claude-opus-4-6-highanthropic | 1,507.32 | 1,500.9 – 1,513.74 | 27,929 |
| 1 | claude-opus-4-6anthropic | 1,507.05 | 1,501.18 – 1,512.92 | 41,260 |
| 2 | claude-fable-5anthropic | 1,496.08 | 1,488.22 – 1,503.94 | 8,497 |
| 2 | claude-opus-4-7anthropic | 1,495.04 | 1,488.66 – 1,501.41 | 22,192 |
| 2 | claude-opus-4-7-highanthropic | 1,494.71 | 1,488.21 – 1,501.22 | 21,957 |
| 5 | gpt-5.5openai | 1,485.72 | 1,479.48 – 1,491.96 | 21,279 |
| 5 | gpt-5.5-highopenai | 1,484.48 | 1,478.1 – 1,490.86 | 20,944 |
| 5 | gpt-5.6-sol-xhighopenai | 1,482.71 | 1,473.91 – 1,491.51 | 4,818 |
| 8 | claude-sonnet-4-6anthropic | 1,482.24 | 1,476.36 – 1,488.11 | 57,813 |
| 8 | claude-opus-4-8-highanthropic | 1,474.79 | 1,467.89 – 1,481.69 | 11,551 |
| 8 | gpt-5.6-terra-xhighopenai | 1,471.58 | 1,463.31 – 1,479.85 | 5,787 |
| 10 | gpt-5.4openai | 1,471 | 1,464.97 – 1,477.04 | 33,331 |
| 5 | muse-spark-1.3-maxmeta | 1,470.66 | 1,452.37 – 1,488.95 | 1,006 |
| 8 | gpt-6-astra-maxopenai | 1,467.52 | 1,453.26 – 1,481.79 | 1,621 |
| 12 | claude-sonnet-5-highanthropic | 1,466.14 | 1,458.49 – 1,473.78 | 7,411 |
| 12 | muse-spark-1.1meta | 1,464.7 | 1,455.86 – 1,473.54 | 4,885 |
| 12 | claude-opus-4-8anthropic | 1,464.07 | 1,457.1 – 1,471.03 | 12,128 |
| 12 | gemini-3.5-flash-mediumgoogle | 1,463.27 | 1,455.4 – 1,471.14 | 6,500 |
| 12 | claude-opus-4-5-20251101anthropic | 1,462.2 | 1,451.79 – 1,472.61 | 7,981 |
| 12 | gemini-3.5-flash-highgoogle | 1,461.4 | 1,452.14 – 1,470.66 | 4,061 |
| 13 | gpt-5.6-luna-xhighopenai | 1,456.92 | 1,448.72 – 1,465.11 | 5,766 |
| 13 | gemini-3.6-flash-highgoogle | 1,456.06 | 1,445.28 – 1,466.83 | 2,975 |
| 14 | grok-4.6-highxai | 1,452.33 | 1,440.31 – 1,464.35 | 2,258 |
| 15 | grok-4.5xai | 1,451.96 | 1,443.26 – 1,460.66 | 4,965 |
| 16 | kimi-k2.6moonshot | 1,450.74 | 1,443.1 – 1,458.37 | 11,291 |
| 17 | claude-sonnet-4-5-20250929anthropic | 1,449.81 | 1,443.69 – 1,455.93 | 31,455 |
| 15 | muse-sparkmeta | 1,444.19 | 1,425.9 – 1,462.48 | 1,084 |
| 20 | qwen3.7-plusalibaba | 1,444.14 | 1,435.12 – 1,453.17 | 4,591 |
| 23 | gemini-3.1-pro-previewgoogle | 1,443.92 | 1,438.69 – 1,449.14 | 49,457 |
| 28 | minimax-m3minimax | 1,434.79 | 1,426.53 – 1,443.06 | 6,314 |
| 28 | gemini-3-progoogle | 1,434.09 | 1,425.18 – 1,443 | 10,769 |
| 30 | kimi-k2.5-thinkingmoonshot | 1,430.1 | 1,423.37 – 1,436.82 | 21,569 |
| 31 | gemma-4-31bgoogle | 1,424.51 | 1,416.71 – 1,432.31 | 12,326 |
| 31 | gemini-2.5-progoogle | 1,421.23 | 1,414.98 – 1,427.49 | 25,110 |
| 33 | claude-haiku-4-5-20251001anthropic | 1,419.97 | 1,414.1 – 1,425.84 | 34,677 |
| 35 | grok-4.20-beta-0309-reasoningxai | 1,416.18 | 1,409.21 – 1,423.15 | 20,948 |
| 34 | glm-5v-turbozai | 1,415.59 | 1,407.38 – 1,423.81 | 6,995 |
| 35 | gemini-3-flashgoogle | 1,412.99 | 1,403.59 – 1,422.4 | 7,158 |
| 38 | gpt-5.2-highopenai | 1,404.59 | 1,395.09 – 1,414.09 | 7,108 |
| 38 | gpt-5.1openai | 1,403.17 | 1,393.83 – 1,412.51 | 8,244 |
| 38 | gpt-5.5-instantopenai | 1,402.95 | 1,395.02 – 1,410.88 | 8,497 |
| 40 | gpt-5.2openai | 1,401.12 | 1,395.2 – 1,407.04 | 28,212 |
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.
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