# Arena text / overall

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

Human preference · Models tested: 151 · Score publishers: [Arena](https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset)

## Model results

| # | Model | Score |  |
| --- | --- | --- | --- |
| 1 | [Gemini 4 Argon](https://benchize.com/models/gemini-4-argon-high.md)High | 1,532.3 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1532.3049251071352 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1523.5204504670612 rank 1 upper 1541.0893997472092 variance 20.087940104004577 votes 4900 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 4 Argon (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/0/row` |  |  |  |
| 2 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5-high.md)High | 1,516.21 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1516.214193109078 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1509.2331722472181 rank 2 upper 1523.1952139709376 variance 12.686496080912269 votes 9496 ### 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/1/row` |  |  |  |
| 3 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,511.94 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1511.9418886616315 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1506.0260537348445 rank 3 upper 1517.8577235884186 variance 9.110367835381401 votes 15623 ### 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/2/row` |  |  |  |
| 4 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-max.md)Max | 1,508.6 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1508.5993931223063 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1503.8622525803921 rank 4 upper 1513.3365336642203 variance 5.841661087959319 votes 33683 ### 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/3/row` |  |  |  |
| 5 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,502.75 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1502.7512109050856 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1499.147085731316 rank 5 upper 1506.3553360788549 variance 3.3814545136401213 votes 69307 ### 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/4/row` |  |  |  |
| 6 | [Muse Wonder](https://benchize.com/models/muse-wonder-max.md)Max | 1,501.69 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1501.6949006218686 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1493.0250789844645 rank 6 upper 1510.3647222592724 variance 19.56699543920066 votes 5099 ### 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/5/row` |  |  |  |
| 7 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,501.23 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1501.2307833641096 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1497.9449480275705 rank 7 upper 1504.5166187006487 variance 2.810576492630064 votes 82619 ### 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/6/row` |  |  |  |
| 8 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,498.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1498.882028339407 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1494.3634034530144 rank 8 upper 1503.4006532257997 variance 5.315160676442832 votes 41423 ### 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/7/row` |  |  |  |
| 9 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,497.02 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1497.0163014341824 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1493.8152977935783 rank 9 upper 1500.2173050747863 variance 2.667326342784592 votes 87372 ### 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/8/row` |  |  |  |
| 10 | [Claude Fable 5](https://benchize.com/models/claude-fable-5-high.md)High | 1,491.28 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1491.2846003921193 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1487.0413236982192 rank 10 upper 1495.5278770860193 variance 4.687124850590438 votes 43399 ### 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/9/row` |  |  |  |
| 11 | [MiMo-V2.6-Pro](https://benchize.com/models/mimo-v2-6-pro.md) | 1,491.08 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1491.0799396993127 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1481.7365174350095 rank 11 upper 1500.4233619636161 variance 22.725621615099005 votes 4065 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiMo-V2.6-Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10/row` |  |  |  |
| 12 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,490.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1490.4580287328113 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1485.0443580566885 rank 12 upper 1495.8716994089343 variance 7.629349046156828 votes 19323 ### 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/11/row` |  |  |  |
| 13 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,489.69 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1489.6856820412977 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1485.9475479420455 rank 13 upper 1493.42381614055 variance 3.6375885298354254 votes 65131 ### 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/12/row` |  |  |  |
| 14 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,488.53 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1488.5288907740603 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1483.7645841846697 rank 14 upper 1493.2931973634509 variance 5.908853468747928 votes 29177 ### 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/13/row` |  |  |  |
| 15 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,483.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1483.1832870808096 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1478.315869562627 rank 15 upper 1488.0507045989918 variance 6.167384424031637 votes 29418 ### 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/14/row` |  |  |  |
| 16 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,483.03 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1483.0326866879482 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1479.2838240320268 rank 16 upper 1486.7815493438693 variance 3.6584984686679616 votes 66185 ### 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/15/row` |  |  |  |
| 17 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2-xhigh.md)Extra high | 1,482.36 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1482.3582636672334 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1475.568089441872 rank 17 upper 1489.1484378925948 variance 12.002332489517846 votes 9578 ### 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/16/row` |  |  |  |
| 18 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,481.98 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1481.983653833525 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1478.1173211730365 rank 18 upper 1485.8499864940134 variance 3.8913675609460574 votes 48479 ### 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/17/row` |  |  |  |
| 19 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,480.07 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1480.065736470125 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1477.1374902637838 rank 19 upper 1482.9939826764664 variance 2.232127492493376 votes 129523 ### 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/18/row` |  |  |  |
| 20 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,479.53 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1479.5345782302822 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1475.1402647781904 rank 20 upper 1483.9288916823741 variance 5.026733753128364 votes 36079 ### 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/19/row` |  |  |  |
| 21 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,479.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1479.455716821703 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1475.6929924822848 rank 21 upper 1483.2184411611208 variance 3.6856035988668605 votes 42059 ### 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/20/row` |  |  |  |
| 22 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,478.32 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1478.3153249630336 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1474.1606988041824 rank 22 upper 1482.4699511218848 variance 4.493323845312465 votes 44815 ### 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/21/row` |  |  |  |
| 23 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,477.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1477.631625314253 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1473.510707681113 rank 23 upper 1481.7525429473928 variance 4.420706541910699 votes 47228 ### 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/22/row` |  |  |  |
| 24 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5-xhigh.md)Extra high | 1,472.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1472.633919472102 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1465.3930080142873 rank 28 upper 1479.8748309299167 variance 13.648668692597742 votes 8126 ### 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/27/row` |  |  |  |
| 25 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,471.35 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1471.3531520551614 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1467.6630516186046 rank 30 upper 1475.0432524917182 variance 3.5447057660808943 votes 69340 ### 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/29/row` |  |  |  |
| 26 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,469.06 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1469.062922020157 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1465.328097529004 rank 33 upper 1472.7977465113102 variance 3.6311502038167633 votes 64755 ### 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/32/row` |  |  |  |
| 27 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,466.71 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1466.7080324156648 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1463.0525919942083 rank 35 upper 1470.363472837121 variance 3.4784297576831866 votes 70970 ### 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/34/row` |  |  |  |
| 28 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,465.68 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1465.6825049647325 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1461.3673677739346 rank 36 upper 1469.9976421555305 variance 4.847223371261633 votes 31311 ### 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/35/row` |  |  |  |
| 29 | [MiMo-V2.5-Pro](https://benchize.com/models/mimo-v2-5-pro.md) | 1,464.09 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1464.0949137766659 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1460.5899846882255 rank 37 upper 1467.5998428651064 variance 3.197880932321351 votes 77367 ### 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/36/row` |  |  |  |
| 30 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,463.58 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1463.5842079947408 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1457.478637024292 rank 38 upper 1469.6897789651898 variance 9.704125077267458 votes 13444 ### 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/37/row` |  |  |  |
| 31 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,460.85 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1460.8504622933615 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1456.9813246843687 rank 40 upper 1464.719599902354 variance 3.8970158307246088 votes 64063 ### 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/39/row` |  |  |  |
| 32 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,457.75 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1457.747662688473 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1454.2524958818224 rank 41 upper 1461.2428294951233 variance 3.1800916205328806 votes 70931 ### 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/40/row` |  |  |  |
| 33 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,457.74 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1457.7356179759422 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1455.301389467933 rank 42 upper 1460.1698464839515 variance 1.5425047373368332 votes 125320 ### 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/41/row` |  |  |  |
| 34 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,456.73 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1456.72532831342 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1452.4481572049906 rank 43 upper 1461.0024994218493 variance 4.762303474979571 votes 41803 ### 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/42/row` |  |  |  |
| 35 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,453.91 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1453.9078221894952 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1450.0680389798235 rank 46 upper 1457.747605399167 variance 3.838108329536377 votes 65151 ### 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/45/row` |  |  |  |
| 36 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,452.72 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1452.7184290889252 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1446.5704573074288 rank 47 upper 1458.8664008704216 variance 9.839375817972556 votes 12629 ### 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/46/row` |  |  |  |
| 37 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,452.15 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1452.1549449444144 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1448.4962071608957 rank 48 upper 1455.813682727933 variance 3.484707969908124 votes 67829 ### 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/47/row` |  |  |  |
| 38 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro.md) | 1,451.35 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1451.3452341889415 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1447.4644927405855 rank 49 upper 1455.2259756372978 variance 3.920425778836791 votes 57564 ### 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/48/row` |  |  |  |
| 39 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,448.07 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1448.0702026084807 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1443.8921940719695 rank 56 upper 1452.248211144992 variance 4.544043329874055 votes 45201 ### 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/55/row` |  |  |  |
| 40 | [Qwen3.6 Max Preview](https://benchize.com/models/qwen3-6-max-preview.md) | 1,446.62 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.6248542209469 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1438.4631496897603 rank 58 upper 1454.7865587521335 variance 17.340657277267372 votes 5427 ### 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/57/row` |  |  |  |
| 41 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro-high-budget-20260813.md)High · 20260813 tokens | 1,445.56 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1445.558129330793 \| rating \| reported \| Higher is better \| ### Configuration category overall config text reasoningBudget 20260813 Reasoning effort high thinkingEnabled true ### Reported statistics lower 1438.9921141566563 rank 60 upper 1452.12414450493 variance 11.222964316250078 votes 9805 ### 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/59/row` |  |  |  |
| 42 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol-max.md)Max | 1,443.41 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1443.40746839841 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1435.8698444339652 rank 66 upper 1450.9450923628544 variance 14.790155948906772 votes 7453 ### 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/65/row` |  |  |  |
| 43 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,442.81 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1442.8107619597724 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1439.1378210477494 rank 67 upper 1446.4837028717955 variance 3.511815581762442 votes 41651 ### 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/66/row` |  |  |  |
| 44 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,442.73 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1442.7332903198899 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1435.3342646214116 rank 68 upper 1450.1323160183679 variance 14.251247726988845 votes 6134 ### 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/67/row` |  |  |  |
| 45 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,442.42 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1442.4196494612604 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1439.4073789952424 rank 70 upper 1445.4319199272782 variance 2.3620644614391586 votes 91005 ### 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/69/row` |  |  |  |
| 46 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,441.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.8782563543814 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1437.8074321013892 rank 71 upper 1445.9490806073734 variance 4.313884613177927 votes 50871 ### 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/70/row` |  |  |  |
| 47 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,440.98 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1440.97967006192 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1434.8338828438714 rank 73 upper 1447.1254572799687 variance 9.832384594638288 votes 13293 ### 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/72/row` |  |  |  |
| 48 | [Step 5 Preview](https://benchize.com/models/step-5-preview.md) | 1,440.32 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1440.3232927002698 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1433.4324098530083 rank 74 upper 1447.2141755475316 variance 12.3609984204139 votes 8756 ### 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/73/row` |  |  |  |
| 49 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,439.67 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1439.6694721001836 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1434.715860100718 rank 76 upper 1444.6230840996493 variance 6.38774824529199 votes 25103 ### 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/75/row` |  |  |  |
| 50 | [Hy3](https://benchize.com/models/hy3.md) | 1,438.07 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1438.0671332571378 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1432.0398368886608 rank 80 upper 1444.094429625615 variance 9.456902496976973 votes 12791 ### 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/79/row` |  |  |  |
| 51 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,437.49 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1437.4909107334572 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1434.438319282118 rank 81 upper 1440.5435021847964 variance 2.4257228838667038 votes 95123 ### 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/80/row` |  |  |  |
| 52 | [MiMo-V2-Pro](https://benchize.com/models/mimo-v2-pro.md) | 1,436.1 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1436.1020744019274 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1431.452396045254 rank 85 upper 1440.7517527586006 variance 5.62794235982717 votes 25439 ### 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/84/row` |  |  |  |
| 53 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,434.99 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1434.9936059575664 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1430.5355829552088 rank 88 upper 1439.4516289599242 variance 5.1735473467756545 votes 35820 ### 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/87/row` |  |  |  |
| 54 | [Gemma 4 26B A4B](https://benchize.com/models/gemma-4-26b-a4b-it.md) | 1,433.99 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1433.987255540653 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1426.5669357981878 rank 90 upper 1441.407575283118 variance 14.333394590565417 votes 6090 ### 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/89/row` |  |  |  |
| 55 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,432.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1432.6284761390891 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1428.8609418160331 rank 91 upper 1436.396010462145 variance 3.695032418137132 votes 65792 ### 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/90/row` |  |  |  |
| 56 | [DeepSeek V4 Flash](https://benchize.com/models/deepseek-v4-flash.md) | 1,432 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1432.0007953071622 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1427.980895305358 rank 92 upper 1436.0206953089664 variance 4.20663002749192 votes 51959 ### 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/91/row` |  |  |  |
| 57 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,430.53 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1430.528898420856 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1426.2503078408818 rank 94 upper 1434.8074890008304 variance 4.765464945876377 votes 41052 ### 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/93/row` |  |  |  |
| 58 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,428.54 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1428.5392708938346 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1425.7278233831605 rank 97 upper 1431.3507184045088 variance 2.057613389656944 votes 85822 ### 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/96/row` |  |  |  |
| 59 | [MiMo-V2.5](https://benchize.com/models/mimo-v2-5.md) | 1,427.87 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1427.8679137073595 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1423.6518185590742 rank 100 upper 1432.084008855645 variance 4.6272676941474655 votes 47330 ### 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/99/row` |  |  |  |
| 60 | [R1 0528](https://benchize.com/models/deepseek-r1-0528.md) | 1,427.82 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1427.8249547428984 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1422.1719641359396 rank 101 upper 1433.4779453498575 variance 8.318793534949807 votes 18165 ### 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/100/row` |  |  |  |
| 61 | [Beam 1.0 501B A23B](https://benchize.com/models/beam-1-0-501b-a23b.md) | 1,425.39 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1425.3924995387245 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1416.0960227619883 rank 104 upper 1434.6889763154609 variance 22.497828167472044 votes 4200 ### 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/103/row` |  |  |  |
| 62 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp-thinking.md)Thinking | 1,424.87 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1424.8707629711632 \| rating \| reported \| Higher is better \| ### Configuration category overall config text thinkingEnabled true ### Reported statistics lower 1418.325148934694 rank 105 upper 1431.4163770076325 variance 11.153331355165077 votes 9000 ### 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/104/row` |  |  |  |
| 63 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2.md) | 1,424.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1424.5488232144774 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1421.0830890190744 rank 106 upper 1428.0145574098804 variance 3.12675836806573 votes 48095 ### 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/105/row` |  |  |  |
| 64 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,423.02 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1423.0210312801664 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1417.4977916378537 rank 109 upper 1428.5442709224794 variance 7.941299795296128 votes 20609 ### 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/108/row` |  |  |  |
| 65 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp.md) | 1,422.24 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1422.2362674788578 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1415.9010297728585 rank 111 upper 1428.571505184857 variance 10.447915405289056 votes 11996 ### 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/110/row` |  |  |  |
| 66 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,422.16 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1422.157042313897 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1418.6024673564948 rank 112 upper 1425.711617271299 variance 3.289115858726667 votes 44412 ### 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/111/row` |  |  |  |
| 67 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,420.87 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1420.874599859863 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1414.4993997859438 rank 113 upper 1427.2497999337827 variance 10.580141003609134 votes 11785 ### 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/112/row` |  |  |  |
| 68 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,420.03 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1420.0290643658057 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1413.528219529607 rank 115 upper 1426.5299092020043 variance 11.001285073438183 votes 11317 ### 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/114/row` |  |  |  |
| 69 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2-thinking.md)Thinking | 1,419.84 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.8352648569082 \| rating \| reported \| Higher is better \| ### Configuration category overall config text thinkingEnabled true ### Reported statistics lower 1416.2822381060748 rank 116 upper 1423.3882916077416 variance 3.286251312686708 votes 42042 ### 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/115/row` |  |  |  |
| 70 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1.md) | 1,419.7 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.7010424034443 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1413.6611006184744 rank 117 upper 1425.7409841884144 variance 9.496625753034595 votes 14604 ### 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/116/row` |  |  |  |
| 71 | [Qwen3 235B A22B Instruct 2507](https://benchize.com/models/qwen3-235b-a22b-2507.md) | 1,419.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.1840966116722 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1416.6497888734414 rank 120 upper 1421.7184043499028 variance 1.6719470419562033 votes 98119 ### 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/119/row` |  |  |  |
| 72 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus-thinking.md)Thinking | 1,418.86 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1418.8628692662362 \| rating \| reported \| Higher is better \| ### Configuration category overall config text thinkingEnabled true ### Reported statistics lower 1408.765236287374 rank 122 upper 1428.9605022450985 variance 26.5425705532836 votes 3375 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3.1-Terminus (Thinking) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/121/row` |  |  |  |
| 73 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,417.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1417.464261180235 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1413.2044230538945 rank 124 upper 1421.7240993065755 variance 4.723783778409775 votes 29731 ### 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/123/row` |  |  |  |
| 74 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus.md) | 1,417.22 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1417.2168110089858 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1407.4939609991952 rank 126 upper 1426.9396610187764 variance 24.608831364695543 votes 3610 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-V3.1-Terminus Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/125/row` |  |  |  |
| 75 | [Qwen3 Next 80B A3B Instruct](https://benchize.com/models/qwen3-next-80b-a3b-instruct.md) | 1,417 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1417.0036960942543 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1412.270213474437 rank 127 upper 1421.7371787140714 variance 5.8326429510084 votes 22763 ### 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/126/row` |  |  |  |
| 76 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,416.93 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1416.9270591291302 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1414.5238494006003 rank 128 upper 1419.3302688576603 variance 1.5034436834747504 votes 125492 ### 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/127/row` |  |  |  |
| 77 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1-thinking.md)Thinking | 1,416.66 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1416.6635715797586 \| rating \| reported \| Higher is better \| ### Configuration category overall config text thinkingEnabled true ### Reported statistics lower 1410.040331404197 rank 129 upper 1423.28681175532 variance 11.419440496629786 votes 11461 ### 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/128/row` |  |  |  |
| 78 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,416.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1416.1788924250673 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1412.662241772294 rank 130 upper 1419.6955430778403 variance 3.2193060998152507 votes 49646 ### 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/129/row` |  |  |  |
| 79 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,415.79 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1415.7886462306226 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1412.1746967330123 rank 131 upper 1419.4025957282329 variance 3.399914350485781 votes 64188 ### 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/130/row` |  |  |  |
| 80 | [Qwen3 235B A22B Thinking 2507](https://benchize.com/models/qwen3-235b-a22b-thinking-2507.md) | 1,415.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1415.1800904773359 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1408.6474081096976 rank 132 upper 1421.7127728449743 variance 11.10930532082159 votes 8820 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-235B-A22B-Thinking (2507) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/131/row` |  |  |  |
| 81 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,412.19 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.1916113887642 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1409.0443077775687 rank 137 upper 1415.3389149999596 variance 2.5785828986846417 votes 83835 ### 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/136/row` |  |  |  |
| 82 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,411.59 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1411.594766571372 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1407.8779238409222 rank 138 upper 1415.311609301822 variance 3.5962691591217784 votes 63442 ### 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/137/row` |  |  |  |
| 83 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-off.md)Non-thinking | 1,410.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.8844642145239 \| rating \| reported \| Higher is better \| ### Configuration category overall config text thinkingEnabled false ### Reported statistics lower 1407.450459863775 rank 140 upper 1414.318468565273 variance 3.0697676146981463 votes 48069 ### 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/139/row` |  |  |  |
| 84 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,408.91 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1408.906793675864 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1404.6378655668948 rank 142 upper 1413.1757217848333 variance 4.7439652616804 votes 28663 ### 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/141/row` |  |  |  |
| 85 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,406.19 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1406.1896566185533 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1401.7699027852443 rank 147 upper 1410.609410451862 variance 5.085105648358566 votes 31717 ### 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/146/row` |  |  |  |
| 86 | [MiniMax M2.7](https://benchize.com/models/minimax-m2-7.md) | 1,404.68 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.6847290524665 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1401.3795927140668 rank 149 upper 1407.989865390866 variance 2.843692129813284 votes 86587 ### 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/148/row` |  |  |  |
| 87 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,403.22 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1403.2197402109805 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1398.9570330446352 rank 150 upper 1407.4824473773256 variance 4.730148944490587 votes 31198 ### 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/149/row` |  |  |  |
| 88 | [Step 3.5 Flash](https://benchize.com/models/step-3-5-flash.md) | 1,402.72 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1402.7184654239616 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1399.2065242821502 rank 151 upper 1406.2304065657727 variance 3.2106892613567877 votes 60308 ### 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/150/row` |  |  |  |
| 89 | [Hy3 preview](https://benchize.com/models/hy3-preview.md) | 1,401.26 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1401.263825504722 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1393.8821683329338 rank 152 upper 1408.64548267651 variance 14.184419290993196 votes 6880 ### 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/151/row` |  |  |  |
| 90 | [Qwen3 VL 235B A22B Thinking](https://benchize.com/models/qwen3-vl-235b-a22b-thinking.md) | 1,400.42 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1400.4166770466652 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1393.594349634397 rank 154 upper 1407.2390044589336 variance 12.11626975394078 votes 7861 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-VL-235B-A22B-Thinking Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/153/row` |  |  |  |
| 91 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,398.12 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1398.1158649410277 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1391.9614721130702 rank 157 upper 1404.270257768985 variance 9.85993937427364 votes 13790 ### 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/156/row` |  |  |  |
| 92 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-thinking.md)Thinking | 1,394.65 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1394.6506640518687 \| rating \| reported \| Higher is better \| ### Configuration category overall config text thinkingEnabled true ### Reported statistics lower 1388.530238932101 rank 162 upper 1400.7710891716363 variance 9.751400547335622 votes 11138 ### 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/161/row` |  |  |  |
| 93 | [Qwen3.5-35B-A3B](https://benchize.com/models/qwen3-5-35b-a3b.md) | 1,394.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1394.610252258565 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1390.4069606330902 rank 163 upper 1398.8135438840397 variance 4.5992060083034385 votes 30472 ### 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/162/row` |  |  |  |
| 94 | [Qwen3 235B A22B](https://benchize.com/models/qwen3-235b-a22b-off.md)Non-thinking | 1,393.5 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1393.5007297806658 \| rating \| reported \| Higher is better \| ### Configuration category overall config text thinkingEnabled false ### Reported statistics lower 1389.0007115722822 rank 165 upper 1398.0007479890494 variance 5.271477535225838 votes 37483 ### 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/164/row` |  |  |  |
| 95 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,389.37 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1389.3743969603784 \| rating \| reported \| Higher is better \| ### Configuration category overall config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1384.9985518007836 rank 167 upper 1393.750242119973 variance 4.98457012153733 votes 63594 ### 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/166/row` |  |  |  |
| 96 | [GPT-5.3 Chat](https://benchize.com/models/gpt-5-3-chat.md) | 1,388.79 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1388.7871400633626 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1384.5845149426564 rank 169 upper 1392.9897651840686 variance 4.5977475562262065 votes 34343 ### 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/168/row` |  |  |  |
| 97 | [Solar Pro 4](https://benchize.com/models/solar-pro4.md) | 1,387.91 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1387.9146944444703 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1382.7607625649764 rank 170 upper 1393.0686263239643 variance 6.914824564920177 votes 23181 ### 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/169/row` |  |  |  |
| 98 | [Qwen3 30B A3B Instruct 2507](https://benchize.com/models/qwen3-30b-a3b-instruct-2507.md) | 1,383.81 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1383.814937982436 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1378.9352107479194 rank 171 upper 1388.6946652169527 variance 6.198618544342796 votes 23315 ### 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/170/row` |  |  |  |
| 99 | [Nemotron 3 Super](https://benchize.com/models/nemotron-3-super-120b-a12b.md) | 1,377.57 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1377.570080254072 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1370.5154043058087 rank 176 upper 1384.6247562023354 variance 12.955612713301083 votes 7871 ### 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/175/row` |  |  |  |
| 100 | [DeepSeek V3 0324](https://benchize.com/models/deepseek-chat-v3-0324.md) | 1,374.67 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1374.6731705342747 \| rating \| reported \| Higher is better \| ### Configuration category overall config text ### Reported statistics lower 1370.819518812618 rank 180 upper 1378.5268222559312 variance 3.865883323237948 votes 44980 ### 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/179/row` |  |  |  |

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