# Arena text / french

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Human pairwise preferences on french prompts in Arena’s text evaluation. The original organizer publishes model ratings and uncertainty; these are preference ratings rather than task accuracy.

Canonical URL: https://benchize.com/benchmarks/lmarena%3Atext%3Afrench
Last updated: Wed, 21 Oct 2026 18:52:20 GMT

Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations.

Human pairwise preferences on french prompts in Arena’s text evaluation. The original organizer publishes model ratings and uncertainty; these are preference ratings rather than task accuracy.

Language & multilingual · Models tested: 132 · Score publishers: [Arena](https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset)

## Model results

| # | Model | Score |  |
| --- | --- | --- | --- |
| 1 | [Muse Wonder](https://benchize.com/models/muse-wonder-max.md)Max | 1,523.45 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1523.4512277577169 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1485.0696630262842 rank 1 upper 1561.8327924891496 variance 383.48569644877125 votes 246 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Muse Wonder (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2838/row` |  |  |  |
| 2 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,523.26 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1523.2550592558005 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1496.540832152827 rank 2 upper 1549.9692863587738 variance 185.77575942367676 votes 551 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Fable 5.1 (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2839/row` |  |  |  |
| 3 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,518.79 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1518.7917690285635 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1504.2540469957976 rank 3 upper 1533.3294910613295 variance 55.01695365402339 votes 2185 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2840/row` |  |  |  |
| 4 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,512.16 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1512.1646557177742 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1498.9775923955226 rank 4 upper 1525.3517190400255 variance 45.2689062103877 votes 2712 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 4.6 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2841/row` |  |  |  |
| 5 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,511.29 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1511.294896124637 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1486.7514916080227 rank 5 upper 1535.8383006412516 variance 156.80988223045102 votes 638 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Muse Spark 1.3 (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2842/row` |  |  |  |
| 6 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-max.md)Max | 1,508.02 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1508.0169297100217 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1488.4546116836616 rank 6 upper 1527.5792477363818 variance 99.61952071512897 votes 1064 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 5 (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2843/row` |  |  |  |
| 7 | [Claude Fable 5](https://benchize.com/models/claude-fable-5-high.md)High | 1,505.3 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1505.3006450458056 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1488.4479570664776 rank 7 upper 1522.1533330251339 variance 73.93365525580998 votes 1513 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Fable 5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2844/row` |  |  |  |
| 8 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,502.91 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1502.910648108262 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1484.2433476908884 rank 8 upper 1521.5779485256357 variance 90.71244054348989 votes 1149 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3.6 Flash (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2845/row` |  |  |  |
| 9 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,502.87 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1502.8672349505869 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1488.6572381904887 rank 9 upper 1517.077231710685 variance 52.56440778024921 votes 2296 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 4.7 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2846/row` |  |  |  |
| 10 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,500.03 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1500.0287378324047 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1479.1936770714055 rank 11 upper 1520.8637985934038 variance 113.00388138381375 votes 925 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3.7 Flash (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2848/row` |  |  |  |
| 11 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5-xhigh.md)Extra high | 1,499.38 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1499.3843314048233 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1466.8593217990956 rank 12 upper 1531.909341010551 variance 275.38398801878463 votes 321 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Sonnet 5.5 (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2849/row` |  |  |  |
| 12 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,498.73 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1498.7254156520637 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1485.9116698125745 rank 13 upper 1511.5391614915527 variance 42.742117019324624 votes 2908 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 4.6 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2850/row` |  |  |  |
| 13 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,497.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1497.6137115345277 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1478.4264638229838 rank 14 upper 1516.8009592460714 variance 95.83611120882044 votes 1045 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3.8-Max Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2851/row` |  |  |  |
| 14 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,496.38 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1496.3827589942798 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1479.1915757891527 rank 15 upper 1513.573942199407 variance 76.93347600140164 votes 1454 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3.8 Flash (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2852/row` |  |  |  |
| 15 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,496.37 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1496.367260541245 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1482.3109493462416 rank 16 upper 1510.4235717362485 variance 51.43355522813561 votes 2378 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 4.7 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2853/row` |  |  |  |
| 16 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2-xhigh.md)Extra high | 1,494.56 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1494.5609809969737 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1461.674754892567 rank 18 upper 1527.4472071013802 variance 281.5346767649927 votes 352 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Muse Spark 1.2 (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2855/row` |  |  |  |
| 17 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,493.05 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1493.0468710634223 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1479.1366956440468 rank 19 upper 1506.957046482798 variance 50.36966143056026 votes 2394 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.4 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2856/row` |  |  |  |
| 18 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5-high.md)High | 1,492.65 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1492.6500284784702 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1460.406949408675 rank 20 upper 1524.8931075482656 variance 270.6305589690564 votes 340 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 5.5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2857/row` |  |  |  |
| 19 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,492.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1492.6071059899973 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1473.0398781627161 rank 21 upper 1512.1743338172785 variance 99.66953251773805 votes 968 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3 Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2858/row` |  |  |  |
| 20 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,491.73 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1491.7331466577768 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1475.1795117912302 rank 24 upper 1508.2867815243235 variance 71.33301177635363 votes 1533 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Muse Spark 1.1 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2861/row` |  |  |  |
| 21 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,489.87 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1489.8727460078605 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1473.376642008287 rank 26 upper 1506.368850007434 variance 70.8380487378423 votes 1543 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3.5 Flash (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2863/row` |  |  |  |
| 22 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,487.08 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1487.0826967639973 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1475.9885114037172 rank 27 upper 1498.1768821242777 variance 32.040158323503036 votes 4283 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3.1 Pro Preview Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2864/row` |  |  |  |
| 23 | [MiMo-V2.5-Pro](https://benchize.com/models/mimo-v2-5-pro.md) | 1,486.77 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1486.7704018589175 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1473.8358106381943 rank 29 upper 1499.7049930796406 variance 43.55211336535408 votes 2864 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiMo-V2.5-Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2866/row` |  |  |  |
| 24 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,485.2 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1485.2037552436623 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1471.536965046418 rank 30 upper 1498.8705454409069 variance 48.622453868124595 votes 2511 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2867/row` |  |  |  |
| 25 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,483.12 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1483.1156614266868 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1469.4807291874702 rank 32 upper 1496.7505936659034 variance 48.39603542448947 votes 2517 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2869/row` |  |  |  |
| 26 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,480.83 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1480.8261817701655 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1466.5735761888925 rank 33 upper 1495.0787873514385 variance 52.88011022297692 votes 2188 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 4.8 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2870/row` |  |  |  |
| 27 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,479.75 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1479.7503371865942 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1451.8512763159174 rank 34 upper 1507.649398057271 variance 202.62031530122806 votes 499 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiMo-V2.6-Flash Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2871/row` |  |  |  |
| 28 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,477.35 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1477.3549091310633 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1463.1478177381323 rank 36 upper 1491.5620005239944 variance 52.5429154048885 votes 2231 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Opus 4.8 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2873/row` |  |  |  |
| 29 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,477.35 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1477.3498957003108 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1456.03216625561 rank 37 upper 1498.6676251450117 variance 118.30026297024025 votes 826 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3 Flash Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2874/row` |  |  |  |
| 30 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,475.95 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1475.9459407238528 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1459.1824571484933 rank 39 upper 1492.7094242992123 variance 73.15303760839804 votes 1503 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3.5 Flash (Medium) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2876/row` |  |  |  |
| 31 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro.md) | 1,473.31 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1473.3085393015767 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1458.890576966354 rank 40 upper 1487.7265016367996 variance 54.11424346918766 votes 2210 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V4-Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2877/row` |  |  |  |
| 32 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,472.79 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1472.7904908158264 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1459.533220369665 rank 41 upper 1486.0477612619875 variance 45.75220713960454 votes 2391 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 2.5 Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2878/row` |  |  |  |
| 33 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,471.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1471.5504684711357 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1454.1248866075143 rank 44 upper 1488.976050334757 variance 79.04572649587867 votes 1373 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.6 Sol (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2881/row` |  |  |  |
| 34 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,471.35 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1471.347211120446 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1457.4409013516101 rank 45 upper 1485.2535208892818 variance 50.34166977009876 votes 2401 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.4 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2882/row` |  |  |  |
| 35 | [MiMo-V2-Pro](https://benchize.com/models/mimo-v2-pro.md) | 1,470.57 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1470.5698910633282 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1450.161290265073 rank 49 upper 1490.9784918615835 variance 108.425211874922 votes 955 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiMo-V2-Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2886/row` |  |  |  |
| 36 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,466.16 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1466.1616286746032 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1449.1971965696316 rank 52 upper 1483.1260607795746 variance 74.91736084579139 votes 1461 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.6 Terra (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2889/row` |  |  |  |
| 37 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,465.48 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1465.4791135869746 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1438.4463788040532 rank 54 upper 1492.5118483698961 variance 190.23209253398363 votes 520 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V4.1-Flash-20260910 (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2891/row` |  |  |  |
| 38 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,464.93 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1464.9255111446269 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1443.806772193771 rank 55 upper 1486.0442500954828 variance 116.1020215736195 votes 869 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3.8-27B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2892/row` |  |  |  |
| 39 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,464.76 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1464.758935804154 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1450.7425609052673 rank 56 upper 1478.7753107030405 variance 51.14170800108707 votes 2278 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Sonnet 4.6 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2893/row` |  |  |  |
| 40 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,463.03 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1463.0337430555421 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1447.202102231229 rank 57 upper 1478.865383879855 variance 65.24626786049137 votes 1708 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Claude Sonnet 5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2894/row` |  |  |  |
| 41 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,461.72 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1461.7218154534594 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1449.3933558791591 rank 59 upper 1474.0502750277592 variance 39.56593642403971 votes 3103 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3.5-397B-A17B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2896/row` |  |  |  |
| 42 | [Beam 1.0 501B A23B](https://benchize.com/models/beam-1-0-501b-a23b.md) | 1,461.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1461.4564967099452 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1422.761249018936 rank 60 upper 1500.1517444009544 variance 389.7795769155197 votes 257 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Beam 1.0 501B A23B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2897/row` |  |  |  |
| 43 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol-max.md)Max | 1,460.21 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1460.2050672535297 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1425.9849504689637 rank 61 upper 1494.425184038096 variance 304.8363778992034 votes 303 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-6.1 Sol (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2898/row` |  |  |  |
| 44 | [Gemma 4 26B A4B](https://benchize.com/models/gemma-4-26b-a4b-it.md) | 1,459.91 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1459.9057346391917 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1422.965465863278 rank 62 upper 1496.8460034151053 variance 355.2253247869437 votes 262 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemma 4 26B A4B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2899/row` |  |  |  |
| 45 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,458 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1457.9998027298182 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1440.6044789041582 rank 67 upper 1475.395126555478 variance 78.77145249337748 votes 1350 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.6 Luna (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2904/row` |  |  |  |
| 46 | [Hy3](https://benchize.com/models/hy3.md) | 1,456.17 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1456.173625292643 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1429.0172808848329 rank 70 upper 1483.329969700453 variance 191.97577691652654 votes 521 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Hy3 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2907/row` |  |  |  |
| 47 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,455.52 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1455.521965906931 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1442.310720067864 rank 73 upper 1468.7332117459978 variance 45.43508723301225 votes 2497 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Mistral Large 3 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2910/row` |  |  |  |
| 48 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,454.37 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1454.3650358748123 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1437.4384593432574 rank 78 upper 1471.2916124063672 variance 74.58338262931554 votes 1439 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.2 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2915/row` |  |  |  |
| 49 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,452.12 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1452.1153034662566 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1412.2491796017175 rank 80 upper 1491.9814273307954 variance 413.7250732511023 votes 262 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-VL-235B-A22B-Instruct Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2917/row` |  |  |  |
| 50 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,451.26 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1451.2632352107823 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1432.2706851820626 rank 82 upper 1470.2557852395023 variance 93.90103432847538 votes 1099 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3.5 Flash-Lite Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2919/row` |  |  |  |
| 51 | [Qwen3.6 Max Preview](https://benchize.com/models/qwen3-6-max-preview.md) | 1,450.98 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1450.9781249258724 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1409.4336907226532 rank 84 upper 1492.5225591290916 variance 449.29285821519045 votes 214 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3.6-Max-Preview Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2921/row` |  |  |  |
| 52 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,450.22 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1450.2152422383917 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1430.369870683435 rank 85 upper 1470.0606137933485 variance 102.52323154752003 votes 944 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.1 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2922/row` |  |  |  |
| 53 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,448.12 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1448.115023399135 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1418.4109821275792 rank 88 upper 1477.8190646706908 variance 229.68619710541546 votes 453 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Mistral Medium 3.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2925/row` |  |  |  |
| 54 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1.md) | 1,447.7 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1447.7027319954416 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1413.3818897066053 rank 90 upper 1482.0235742842779 variance 306.633565631281 votes 288 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3.1 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2927/row` |  |  |  |
| 55 | [MiMo-V2.5](https://benchize.com/models/mimo-v2-5.md) | 1,447.65 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1447.652474893391 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1432.1499274924176 rank 91 upper 1463.1550222943642 variance 62.56190346874456 votes 1825 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiMo-V2.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2928/row` |  |  |  |
| 56 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,446.68 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.6750010345252 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1424.7981018429116 rank 93 upper 1468.5519002261387 variance 124.5877518357839 votes 809 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiMo-V2-Omni Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2930/row` |  |  |  |
| 57 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro-high-budget-20260813.md)High · 20260813 tokens | 1,446.19 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.186482501377 \| rating \| reported \| Higher is better \| ### Configuration category french config text reasoningBudget 20260813 Reasoning effort high thinkingEnabled true ### Reported statistics lower 1413.1046886655226 rank 94 upper 1479.2682763372316 variance 284.8930925674287 votes 315 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V4-Pro (High, 20260813) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2931/row` |  |  |  |
| 58 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,444.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1444.8752574862347 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1432.2069381867245 rank 95 upper 1457.5435767857448 variance 41.77743960440103 votes 2849 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3 Flash (Minimal) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2932/row` |  |  |  |
| 59 | [Qwen3 235B A22B Instruct 2507](https://benchize.com/models/qwen3-235b-a22b-2507.md) | 1,444.78 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1444.7806464707169 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1431.2888094214607 rank 96 upper 1458.2724835199733 variance 47.38555727399306 votes 2165 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-235B-A22B-Instruct (2507) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2933/row` |  |  |  |
| 60 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,444.03 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1444.029061851004 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1430.0915096966085 rank 98 upper 1457.9666140053992 variance 50.56812245650707 votes 2399 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiniMax-M3 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2935/row` |  |  |  |
| 61 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,443.23 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1443.2299559658343 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1422.737204112966 rank 99 upper 1463.7227078187025 variance 109.3211975203087 votes 919 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3.5-122B-A10B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2936/row` |  |  |  |
| 62 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,441.01 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.0102070947862 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1426.6526083340677 rank 101 upper 1455.3678058555047 variance 53.662072612439836 votes 2223 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.4 mini (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2938/row` |  |  |  |
| 63 | [DeepSeek V4 Flash](https://benchize.com/models/deepseek-v4-flash.md) | 1,439.35 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1439.3541669090291 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1424.5544500062201 rank 102 upper 1454.1538838118383 variance 57.01782333923784 votes 2002 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V4-Flash Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2939/row` |  |  |  |
| 64 | [Step 5 Preview](https://benchize.com/models/step-5-preview.md) | 1,438.14 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1438.1385025417821 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1407.293383323429 rank 103 upper 1468.9836217601353 variance 247.67189341431123 votes 388 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Step 5 Preview Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2940/row` |  |  |  |
| 65 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,435.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1435.6071475476524 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1400.8094948320377 rank 106 upper 1470.4048002632671 variance 315.2127072125496 votes 269 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemma 4 31B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2943/row` |  |  |  |
| 66 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,435.49 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1435.4919184734515 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1422.3811469271106 rank 107 upper 1448.6026900197926 variance 44.74662844603488 votes 2732 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.2 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2944/row` |  |  |  |
| 67 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp.md) | 1,433.62 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1433.6167039154636 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1394.167057153124 rank 109 upper 1473.0663506778033 variance 405.12594363621474 votes 227 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3.2-Exp Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2946/row` |  |  |  |
| 68 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,433.14 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1433.13612454163 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1412.8646082472835 rank 110 upper 1453.407640835976 variance 106.97352023096708 votes 920 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.1 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2947/row` |  |  |  |
| 69 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,432.19 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1432.1947309631767 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1401.7074705787404 rank 113 upper 1462.6819913476127 variance 241.95835205659083 votes 400 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-6 Astra (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2950/row` |  |  |  |
| 70 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,432.01 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1432.0100011729758 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1419.4294953470737 rank 114 upper 1444.5905069988778 variance 41.20026641518398 votes 2613 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 2.5 Flash Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2951/row` |  |  |  |
| 71 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-thinking.md)Thinking | 1,429.05 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.0549893778973 \| rating \| reported \| Higher is better \| ### Configuration category french config text thinkingEnabled true ### Reported statistics lower 1398.4597585002464 rank 119 upper 1459.6502202555482 variance 243.67517553855274 votes 349 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiMo-V2-Flash (Thinking) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2956/row` |  |  |  |
| 72 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2.md) | 1,428.97 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1428.9722725816484 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1411.313943167513 rank 120 upper 1446.630601995784 variance 81.17140186909013 votes 1243 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3.2 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2957/row` |  |  |  |
| 73 | [Hy3 preview](https://benchize.com/models/hy3-preview.md) | 1,424.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1424.6050757639368 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1385.0488895963215 rank 125 upper 1464.1612619315517 variance 407.31709935245203 votes 234 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Hy3 preview Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2962/row` |  |  |  |
| 74 | [MiniMax M2.7](https://benchize.com/models/minimax-m2-7.md) | 1,423.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1423.5467675274483 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1411.256466396379 rank 126 upper 1435.8370686585176 variance 39.32139037353275 votes 3297 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiniMax-M2.7 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2963/row` |  |  |  |
| 75 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,423.54 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1423.5371745168663 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1409.0263660894245 rank 127 upper 1438.0479829443082 variance 54.81343704209481 votes 2114 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 3.1 Flash-Lite Preview Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2964/row` |  |  |  |
| 76 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2-thinking.md)Thinking | 1,422.37 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1422.3684858363786 \| rating \| reported \| Higher is better \| ### Configuration category french config text thinkingEnabled true ### Reported statistics lower 1403.5609064652197 rank 128 upper 1441.1760652075372 variance 92.08091465068046 votes 1046 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3.2 (Thinking) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2965/row` |  |  |  |
| 77 | [Step 3.5 Flash](https://benchize.com/models/step-3-5-flash.md) | 1,421.28 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1421.2811026617978 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1406.7488326604157 rank 129 upper 1435.81337266318 variance 54.97569575792311 votes 2047 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Step-3.5-Flash Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2966/row` |  |  |  |
| 78 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-off.md)Non-thinking | 1,419.39 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.3941932135883 \| rating \| reported \| Higher is better \| ### Configuration category french config text thinkingEnabled false ### Reported statistics lower 1402.2923464106252 rank 130 upper 1436.4960400165517 variance 76.13596233192901 votes 1338 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiMo-V2-Flash (Non-Thinking) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2967/row` |  |  |  |
| 79 | [Qwen3 30B A3B Instruct 2507](https://benchize.com/models/qwen3-30b-a3b-instruct-2507.md) | 1,419.23 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.2298236443949 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1387.2291667615198 rank 131 upper 1451.2304805272697 variance 266.5763421486996 votes 336 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-30B-A3B-Instruct (2507) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2968/row` |  |  |  |
| 80 | [R1 0528](https://benchize.com/models/deepseek-r1-0528.md) | 1,417.34 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1417.3388051581346 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1379.7817032371797 rank 135 upper 1454.8959070790893 variance 367.1875635116414 votes 237 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-R1 (0528) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2972/row` |  |  |  |
| 81 | [Qwen3 Next 80B A3B Instruct](https://benchize.com/models/qwen3-next-80b-a3b-instruct.md) | 1,413.79 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1413.7938178593133 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1383.5154908565867 rank 138 upper 1444.07214486204 variance 238.65336812809932 votes 388 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-Next-80B-A3B-Instruct Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2975/row` |  |  |  |
| 82 | [Qwen3.5-35B-A3B](https://benchize.com/models/qwen3-5-35b-a3b.md) | 1,412.33 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.3302810985201 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1391.5852344159869 rank 140 upper 1433.0753277810534 variance 112.02956531569005 votes 889 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3.5-35B-A3B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2977/row` |  |  |  |
| 83 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp-thinking.md)Thinking | 1,410.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.63274882144 \| rating \| reported \| Higher is better \| ### Configuration category french config text thinkingEnabled true ### Reported statistics lower 1364.3953204624572 rank 143 upper 1456.8701771804228 variance 556.5333070174008 votes 147 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3.2-Exp (Thinking) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2980/row` |  |  |  |
| 84 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,409.85 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1409.8497907479373 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1388.7755524797924 rank 144 upper 1430.9240290160822 variance 115.61324468455243 votes 848 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3.5-27B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2981/row` |  |  |  |
| 85 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,409.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1409.461949365501 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1380.7692874137579 rank 145 upper 1438.154611317244 variance 214.31151244990886 votes 433 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5 Chat Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2982/row` |  |  |  |
| 86 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,407.99 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1407.9871492432917 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1379.4865709509743 rank 146 upper 1436.4877275356089 variance 211.4516908578318 votes 480 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2983/row` |  |  |  |
| 87 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,407.78 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1407.7843975580518 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1393.8772189118438 rank 147 upper 1421.6915762042597 variance 50.3479607423187 votes 2755 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-6 Luna (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2984/row` |  |  |  |
| 88 | [Nemotron 3 Super](https://benchize.com/models/nemotron-3-super-120b-a12b.md) | 1,403.4 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1403.4005451622465 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1368.4829747612173 rank 150 upper 1438.3181155632756 variance 317.3889867418949 votes 279 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label NVIDIA-Nemotron-3-Super-120B-A12B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2987/row` |  |  |  |
| 89 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1-thinking.md)Thinking | 1,401.86 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1401.859071816925 \| rating \| reported \| Higher is better \| ### Configuration category french config text thinkingEnabled true ### Reported statistics lower 1357.8769313653988 rank 151 upper 1445.841212268451 variance 503.56616300997575 votes 183 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3.1 (Thinking) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2988/row` |  |  |  |
| 90 | [Solar Pro 4](https://benchize.com/models/solar-pro4.md) | 1,400.04 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1400.0376828722954 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1377.1384114054388 rank 152 upper 1422.936954339152 variance 136.50455678138437 votes 734 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Solar Pro 4 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2989/row` |  |  |  |
| 91 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,398.51 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1398.5138247253153 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1369.9766328796695 rank 154 upper 1427.0510165709613 variance 211.99532689199674 votes 467 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-6 Sol (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2991/row` |  |  |  |
| 92 | [GPT-5.3 Chat](https://benchize.com/models/gpt-5-3-chat.md) | 1,397.56 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1397.5560618978577 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1378.1157383087468 rank 156 upper 1416.9963854869686 variance 98.38090134233265 votes 1071 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.3 Chat Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2993/row` |  |  |  |
| 93 | [GPT-5.4 Nano](https://benchize.com/models/gpt-5-4-nano-high.md)High | 1,395.05 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1395.0525267292226 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1380.2151974393569 rank 159 upper 1409.8898560190883 variance 57.30800477932174 votes 2089 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5.4 nano (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2996/row` |  |  |  |
| 94 | [Gemini 2.0 Flash 001](https://benchize.com/models/gemini-2-0-flash-001.md) | 1,391.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1391.4638291956473 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1365.5454749787036 rank 160 upper 1417.382183412591 variance 174.8713487949311 votes 540 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 2.0 Flash (001) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/2997/row` |  |  |  |
| 95 | [GPT-5 Mini](https://benchize.com/models/gpt-5-mini-high.md)High | 1,386.47 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1386.4670707135683 \| rating \| reported \| Higher is better \| ### Configuration category french config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1356.7026131250138 rank 164 upper 1416.2315283021228 variance 230.62148441325158 votes 414 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5 mini (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/3001/row` |  |  |  |
| 96 | [DeepSeek V3 0324](https://benchize.com/models/deepseek-chat-v3-0324.md) | 1,385.39 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1385.3853210251766 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1360.8700922273372 rank 165 upper 1409.900549823016 variance 156.4500548002278 votes 594 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3 (0324) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/3002/row` |  |  |  |
| 97 | [MiniMax M1](https://benchize.com/models/minimax-m1.md) | 1,370.47 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1370.4663749003973 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1343.5114787409848 rank 173 upper 1397.4212710598097 variance 189.13815320644875 votes 474 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiniMax-M1 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/3010/row` |  |  |  |
| 98 | [gpt-oss-120b](https://benchize.com/models/gpt-oss-120b.md) | 1,369.73 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1369.731791456706 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1341.796003412528 rank 174 upper 1397.6675795008841 variance 203.15413754929284 votes 461 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label gpt-oss-120b Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/3011/row` |  |  |  |
| 99 | [Gemma 3 27B](https://benchize.com/models/gemma-3-27b-it.md) | 1,368.43 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1368.4317164236984 \| rating \| reported \| Higher is better \| ### Configuration category french config text ### Reported statistics lower 1344.775962009458 rank 175 upper 1392.0874708379388 variance 145.67244971943754 votes 657 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemma 3 27B IT Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/3012/row` |  |  |  |
| 100 | [Qwen3 235B A22B](https://benchize.com/models/qwen3-235b-a22b-off.md)Non-thinking | 1,368.36 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1368.3642550971956 \| rating \| reported \| Higher is better \| ### Configuration category french config text thinkingEnabled false ### Reported statistics lower 1342.2801451697237 rank 176 upper 1394.4483650246673 variance 177.1152112950395 votes 530 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-235B-A22B (Non-Thinking) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/3013/row` |  |  |  |

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Cite as: Arena text / french — Benchize, https://benchize.com/benchmarks/lmarena%3Atext%3Afrench (retrieved 2026-10-21)