# Arena text / non english > Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/lmarena%3Atext%3Anon_english. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/lmarena%3Atext%3Anon_english. Human pairwise preferences on non english 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%3Anon_english 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 non english 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: 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 | 1,521.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1521.5306575051807 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1510.4650375385818 rank 1 upper 1532.5962774717796 variance 31.875376246533534 votes 3000 ### 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/9731/row` | | | | | 2 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,508.06 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1508.0622499003719 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1501.0973856737926 rank 2 upper 1515.0271141269511 variance 12.627841650510511 votes 9296 ### 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/9732/row` | | | | | 3 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5-high.md)High | 1,507.23 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1507.2339282692205 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1498.7149952296322 rank 3 upper 1515.752861308809 variance 18.891838627044773 votes 5874 ### 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/9733/row` | | | | | 4 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-max.md)Max | 1,501.89 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1501.8871925662559 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1496.3111035746142 rank 4 upper 1507.4632815578973 variance 8.094000194719827 votes 20151 ### 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/9734/row` | | | | | 5 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,496.1 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1496.0951927593358 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1491.5653856395454 rank 5 upper 1500.624999879126 variance 5.341500065538994 votes 41143 ### 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/9735/row` | | | | | 6 | [Muse Wonder](https://benchize.com/models/muse-wonder-max.md)Max | 1,492.1 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1492.1038518871264 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1481.1658617721112 rank 6 upper 1503.0418420021417 variance 31.144321295771245 votes 3052 ### 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/9736/row` | | | | | 7 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,491.08 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1491.0774941352827 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1485.6608501777653 rank 7 upper 1496.4941380928 variance 7.637731687882121 votes 25170 ### 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/9737/row` | | | | | 8 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,487.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1487.7201435371994 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1483.7161630816647 rank 8 upper 1491.7241239927341 variance 4.173377937032492 votes 46377 ### 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/9738/row` | | | | | 9 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,486.56 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1486.560534558977 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1480.8249872060828 rank 9 upper 1492.2960819118712 variance 8.563544469115925 votes 17501 ### 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/9739/row` | | | | | 10 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,484.75 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1484.7548428816922 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1480.8293976570642 rank 10 upper 1488.6802881063204 variance 4.01126783620485 votes 48497 ### 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/9740/row` | | | | | 11 | [Claude Fable 5](https://benchize.com/models/claude-fable-5-high.md)High | 1,481.67 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1481.6708130370241 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1476.6935038039321 rank 11 upper 1486.6481222701163 variance 6.449010221941634 votes 24932 ### 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/9741/row` | | | | | 12 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,481.07 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1481.0744800838813 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1474.6191934678927 rank 12 upper 1487.5297666998702 variance 10.847630350761957 votes 11699 ### 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/9742/row` | | | | | 13 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,480.42 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1480.4170540651903 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1475.8090681380668 rank 13 upper 1485.025039992314 variance 5.5274663339308665 votes 34967 ### 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/9743/row` | | | | | 14 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,476.31 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1476.3105577898873 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1472.7075594077376 rank 14 upper 1479.9135561720368 variance 3.379340492169208 votes 72740 ### 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/9744/row` | | | | | 15 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2-xhigh.md)Extra high | 1,475.94 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1475.9411408552703 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1467.4488626057855 rank 15 upper 1484.4334191047553 variance 18.773802670528752 votes 5780 ### 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/9745/row` | | | | | 16 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,475.37 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1475.37279924753 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1470.6623898265054 rank 16 upper 1480.0832086685548 variance 5.775919500724898 votes 27914 ### 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/9746/row` | | | | | 17 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,474.3 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1474.3044947314233 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1469.5951882059069 rank 17 upper 1479.0138012569396 variance 5.773215069181324 votes 25105 ### 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/9747/row` | | | | | 18 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,474.18 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1474.17815068951 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1469.5555405974662 rank 18 upper 1478.8007607815537 variance 5.562606567054966 votes 35670 ### 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/9748/row` | | | | | 19 | [MiMo-V2.6-Pro](https://benchize.com/models/mimo-v2-6-pro.md) | 1,474 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1474.0043957691619 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1462.387931834545 rank 19 upper 1485.6208597037787 variance 35.12786174286497 votes 2559 ### 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/9749/row` | | | | | 20 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,472.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1472.527531381275 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1466.9339421933203 rank 21 upper 1478.1211205692296 variance 8.144884915869161 votes 18267 ### 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/9751/row` | | | | | 21 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,471.45 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1471.4549397296155 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1466.545501013087 rank 22 upper 1476.364378446144 variance 6.27433213171701 votes 26699 ### 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/9752/row` | | | | | 22 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,471.29 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1471.2895305677062 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1466.3710319182744 rank 23 upper 1476.208029217138 variance 6.297510944056301 votes 27188 ### 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/9753/row` | | | | | 23 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,469.65 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1469.6522397401077 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1464.3240146261362 rank 24 upper 1474.9804648540792 variance 7.390417075986448 votes 20937 ### 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/9754/row` | | | | | 24 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,466.92 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1466.9191675466705 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1462.4257325051137 rank 25 upper 1471.4126025882272 variance 5.256065316624106 votes 37804 ### 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/9755/row` | | | | | 25 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,465.11 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1465.1057639868961 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1460.5153401868786 rank 28 upper 1469.6961877869137 variance 5.485413653337022 votes 35432 ### 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/9758/row` | | | | | 26 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,459.45 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1459.4523350859718 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1455.0096378395572 rank 31 upper 1463.895032332386 variance 5.138037330237995 votes 38735 ### 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/9761/row` | | | | | 27 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,458.27 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1458.2742745817095 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1452.9382303629268 rank 34 upper 1463.610318800492 variance 7.412123683694339 votes 18809 ### 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/9764/row` | | | | | 28 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5-xhigh.md)Extra high | 1,456.05 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1456.054590193189 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1447.224854890756 rank 35 upper 1464.884325495622 variance 20.295473451657067 votes 5048 ### 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/9765/row` | | | | | 29 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,451.54 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1451.5369480841825 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1448.4883203398783 rank 37 upper 1454.5855758284865 variance 2.419427503237215 votes 71221 ### 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/9767/row` | | | | | 30 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,450.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1450.5347596469257 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1445.4794987552832 rank 38 upper 1455.5900205385685 variance 6.652593161978691 votes 24988 ### 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/9768/row` | | | | | 31 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,449.82 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1449.8229796723267 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1445.1799588443932 rank 39 upper 1454.4660005002602 variance 5.6118374333449035 votes 36042 ### 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/9769/row` | | | | | 32 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,449.47 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1449.4674161130963 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1442.3300893165656 rank 40 upper 1456.6047429096268 variance 13.26096053042379 votes 8493 ### 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/9770/row` | | | | | 33 | [MiMo-V2.5-Pro](https://benchize.com/models/mimo-v2-5-pro.md) | 1,448.31 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1448.3104009444871 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1444.1592561887142 rank 42 upper 1452.46154570026 variance 4.485796565240303 votes 45078 ### 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/9772/row` | | | | | 34 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,447.77 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1447.7749851628741 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1443.2297529830564 rank 43 upper 1452.3202173426919 variance 5.377940134919258 votes 36970 ### 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/9773/row` | | | | | 35 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,444.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1444.3782838383754 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1439.7367908624726 rank 46 upper 1449.0197768142782 variance 5.608144731188717 votes 36420 ### 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/9776/row` | | | | | 36 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,440.6 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1440.5996032325793 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1435.6635629899322 rank 48 upper 1445.5356434752266 variance 6.342510596698212 votes 26877 ### 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/9778/row` | | | | | 37 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,439.96 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1439.9565885001712 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1435.6507648157844 rank 51 upper 1444.262412184558 variance 4.826322099601568 votes 38959 ### 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/9781/row` | | | | | 38 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro.md) | 1,439.15 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1439.1477420586436 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1434.449924841075 rank 53 upper 1443.845559276212 variance 5.7450795751847155 votes 32289 ### 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/9783/row` | | | | | 39 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,437.89 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1437.892179481522 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1434.1300375672345 rank 54 upper 1441.6543213958093 variance 3.68446271166356 votes 50737 ### 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/9784/row` | | | | | 40 | [Qwen3.6 Max Preview](https://benchize.com/models/qwen3-6-max-preview.md) | 1,436.64 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1436.6375707065718 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1425.7255877280916 rank 56 upper 1447.549553685052 variance 30.996394359662872 votes 2954 ### 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/9786/row` | | | | | 41 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol-max.md)Max | 1,433.36 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1433.3591708872882 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1424.0988679664072 rank 62 upper 1442.6194738081692 variance 22.323084585605827 votes 4624 ### 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/9792/row` | | | | | 42 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,431.52 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1431.5232768844476 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1424.1544873958358 rank 65 upper 1438.8920663730596 variance 14.135009917317237 votes 7914 ### 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/9795/row` | | | | | 43 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,431.44 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1431.436398495548 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1426.8720590212567 rank 67 upper 1436.0007379698393 variance 5.423250855728019 votes 24937 ### 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/9797/row` | | | | | 44 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,431.42 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1431.4188080864271 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1424.1150435477846 rank 68 upper 1438.72257262507 variance 13.886645393297488 votes 7962 ### 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/9798/row` | | | | | 45 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,430.84 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1430.8353352670795 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1426.0475914020235 rank 69 upper 1435.6230791321357 variance 5.9671318598802054 votes 29520 ### 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/9799/row` | | | | | 46 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro-high-budget-20260813.md)High · 20260813 tokens | 1,430.75 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1430.745342876463 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text reasoningBudget 20260813 Reasoning effort high thinkingEnabled true ### Reported statistics lower 1422.8472701049823 rank 70 upper 1438.6434156479438 variance 16.2385063631459 votes 6040 ### 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/9800/row` | | | | | 47 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,430.43 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1430.4295851080124 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1421.169207680613 rank 71 upper 1439.6899625354117 variance 22.323443801069413 votes 3807 ### 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/9801/row` | | | | | 48 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,429.71 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.7065553636405 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1426.015927339561 rank 73 upper 1433.3971833877201 variance 3.545719438340915 votes 53245 ### 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/9803/row` | | | | | 49 | [Step 5 Preview](https://benchize.com/models/step-5-preview.md) | 1,428.45 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1428.4512434741875 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1420.1781208822847 rank 75 upper 1436.7243660660906 variance 17.81733466774171 votes 5647 ### 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/9805/row` | | | | | 50 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,428.34 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1428.3352466239537 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1422.4783525380724 rank 76 upper 1434.1921407098348 variance 8.929734752963519 votes 15692 ### 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/9806/row` | | | | | 51 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,427.03 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1427.0312160131493 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1421.700600094184 rank 78 upper 1432.3618319321147 variance 7.397050808524147 votes 21206 ### 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/9808/row` | | | | | 52 | [Hy3](https://benchize.com/models/hy3.md) | 1,425.79 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1425.787759773208 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1418.606034082735 rank 81 upper 1432.9694854636812 variance 13.426457577874295 votes 7927 ### 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/9811/row` | | | | | 53 | [Gemma 4 26B A4B](https://benchize.com/models/gemma-4-26b-a4b-it.md) | 1,421.27 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1421.2727134053757 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1412.0194540423486 rank 88 upper 1430.5259727684029 variance 22.289138797531038 votes 3841 ### 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/9818/row` | | | | | 54 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,419.86 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.85821379592 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1415.3976737001688 rank 90 upper 1424.3187538916711 variance 5.1793911830112735 votes 38730 ### 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/9820/row` | | | | | 55 | [DeepSeek V4 Flash](https://benchize.com/models/deepseek-v4-flash.md) | 1,419.3 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.3030369399864 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1414.3965004852957 rank 92 upper 1424.209573394677 variance 6.266916061033678 votes 28839 ### 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/9822/row` | | | | | 56 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,417 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1416.999962059078 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1411.9005132118289 rank 96 upper 1422.099410906327 variance 6.769401875564327 votes 24403 ### 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/9826/row` | | | | | 57 | [MiMo-V2-Pro](https://benchize.com/models/mimo-v2-pro.md) | 1,416.31 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1416.3070809482178 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1410.5860096441131 rank 99 upper 1422.0281522523226 variance 8.520371659414431 votes 14422 ### 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/9829/row` | | | | | 58 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,413.75 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1413.7461124909719 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1410.29820597379 rank 100 upper 1417.194019008154 variance 3.09467311928096 votes 50237 ### 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/9830/row` | | | | | 59 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,412.87 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.8689247149305 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1408.4440793248073 rank 102 upper 1417.2937701050535 variance 5.096828481153873 votes 26536 ### 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/9832/row` | | | | | 60 | [Beam 1.0 501B A23B](https://benchize.com/models/beam-1-0-501b-a23b.md) | 1,412.67 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.6672820764459 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1400.9916635652667 rank 103 upper 1424.3429005876253 variance 35.48653623051504 votes 2612 ### 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/9833/row` | | | | | 61 | [R1 0528](https://benchize.com/models/deepseek-r1-0528.md) | 1,411.93 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1411.9259902569577 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1405.0977082838328 rank 104 upper 1418.7542722300825 variance 12.13742926341621 votes 9997 ### 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/9834/row` | | | | | 62 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,410.48 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.4807492937932 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1405.9781737140115 rank 106 upper 1414.9833248735747 variance 5.277470824998402 votes 34693 ### 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/9836/row` | | | | | 63 | [Qwen3 235B A22B Instruct 2507](https://benchize.com/models/qwen3-235b-a22b-2507.md) | 1,409.37 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1409.37030534857 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1406.224529053401 rank 108 upper 1412.5160816437387 variance 2.576080848748598 votes 57029 ### 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/9838/row` | | | | | 64 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,409.26 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1409.261445163569 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1406.2687642524193 rank 109 upper 1412.254126074719 variance 2.3314421562229324 votes 70735 ### 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/9839/row` | | | | | 65 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2.md) | 1,408.95 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1408.9541524160966 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1404.6436911737997 rank 110 upper 1413.2646136583935 variance 4.836724012568409 votes 28481 ### 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/9840/row` | | | | | 66 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus.md) | 1,407.59 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1407.586374506822 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1394.7109363859934 rank 112 upper 1420.4618126276507 variance 43.15467496624988 votes 2029 ### 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/9842/row` | | | | | 67 | [Qwen3 Next 80B A3B Instruct](https://benchize.com/models/qwen3-next-80b-a3b-instruct.md) | 1,406.79 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1406.7867034213346 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1400.9468251540395 rank 113 upper 1412.6265816886296 variance 8.87792366616147 votes 12992 ### 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/9843/row` | | | | | 68 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,405.16 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1405.1580079608584 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1401.2649444059732 rank 116 upper 1409.0510715157436 variance 3.945361527951283 votes 46245 ### 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/9846/row` | | | | | 69 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,405.03 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1405.0294089366275 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1400.4134966676322 rank 117 upper 1409.6453212056228 variance 5.546498627105195 votes 34283 ### 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/9847/row` | | | | | 70 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus-thinking.md)Thinking | 1,404.77 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.7674733932936 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text thinkingEnabled true ### Reported statistics lower 1391.44667017621 rank 118 upper 1418.0882766103773 variance 46.19177417505278 votes 1909 ### 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/9848/row` | | | | | 71 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,404.74 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.740710913681 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1400.3727231385421 rank 119 upper 1409.1086986888197 variance 4.966685338648109 votes 28429 ### 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/9849/row` | | | | | 72 | [MiMo-V2.5](https://benchize.com/models/mimo-v2-5.md) | 1,404.71 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.7123632157918 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1399.5633326009277 rank 120 upper 1409.861393830656 variance 6.901679156362253 votes 25975 ### 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/9850/row` | | | | | 73 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,404.55 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.5472153874855 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1396.2632456945935 rank 122 upper 1412.8311850803775 variance 17.864086815943555 votes 6382 ### 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/9852/row` | | | | | 74 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp-thinking.md)Thinking | 1,404.43 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.429525548065 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text thinkingEnabled true ### Reported statistics lower 1396.2394397759315 rank 123 upper 1412.6196113201984 variance 17.461466616159754 votes 5109 ### 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/9853/row` | | | | | 75 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,404.4 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.3981690278563 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1396.281132352063 rank 124 upper 1412.5152057036494 variance 17.151370734795023 votes 6128 ### 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/9854/row` | | | | | 76 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp.md) | 1,404.24 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.2432156178852 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1396.4370039597418 rank 125 upper 1412.0494272760286 variance 15.86296854816323 votes 6918 ### 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/9855/row` | | | | | 77 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,403.57 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1403.568917820722 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1396.6518294112764 rank 128 upper 1410.4860062301675 variance 12.455193273538788 votes 11061 ### 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/9858/row` | | | | | 78 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,400.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1400.5346291951919 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1395.2836118119824 rank 132 upper 1405.7856465784012 variance 7.177789700680535 votes 16570 ### 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/9862/row` | | | | | 79 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1-thinking.md)Thinking | 1,400.03 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1400.0277141568738 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text thinkingEnabled true ### Reported statistics lower 1392.2025687534021 rank 134 upper 1407.8528595603457 variance 15.940012230669158 votes 6800 ### 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/9864/row` | | | | | 80 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1.md) | 1,399.73 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1399.7286565934544 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1392.5494580950563 rank 135 upper 1406.9078550918523 variance 13.417009913459669 votes 8609 ### 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/9865/row` | | | | | 81 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2-thinking.md)Thinking | 1,398.84 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1398.8351827920494 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text thinkingEnabled true ### Reported statistics lower 1394.4075521211846 rank 137 upper 1403.262813462914 variance 5.103247040414537 votes 24872 ### 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/9867/row` | | | | | 82 | [Qwen3 235B A22B Thinking 2507](https://benchize.com/models/qwen3-235b-a22b-thinking-2507.md) | 1,397.42 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1397.4228153392867 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1389.0475042324508 rank 139 upper 1405.7981264461225 variance 18.260207751911473 votes 4910 ### 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/9869/row` | | | | | 83 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,396.99 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1396.9930155722832 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1391.5693500436535 rank 141 upper 1402.4166811009127 variance 7.6575460364115715 votes 18082 ### 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/9871/row` | | | | | 84 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,394.52 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1394.5193463239693 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1389.2535746110696 rank 144 upper 1399.7851180368689 variance 7.2181827338616324 votes 17867 ### 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/9874/row` | | | | | 85 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-off.md)Non-thinking | 1,391.41 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1391.411278787342 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text thinkingEnabled false ### Reported statistics lower 1387.1561984338337 rank 146 upper 1395.6663591408508 variance 4.713237772399742 votes 28138 ### 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/9876/row` | | | | | 86 | [Hy3 preview](https://benchize.com/models/hy3-preview.md) | 1,390.21 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1390.2124527735011 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1380.0747488560835 rank 148 upper 1400.3501566909188 variance 26.753648942839625 votes 3540 ### 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/9878/row` | | | | | 87 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,389.69 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1389.686944659252 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1384.3867803591731 rank 149 upper 1394.987108959331 variance 7.312779576472299 votes 15917 ### 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/9879/row` | | | | | 88 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,387.57 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1387.5739006077458 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1380.2522155626684 rank 151 upper 1394.8955856528232 variance 13.954873500276882 votes 8405 ### 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/9881/row` | | | | | 89 | [Step 3.5 Flash](https://benchize.com/models/step-3-5-flash.md) | 1,385.16 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1385.1587384461945 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1380.927781704456 rank 155 upper 1389.389695187933 variance 4.65994711541051 votes 35062 ### 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/9885/row` | | | | | 90 | [Qwen3 235B A22B](https://benchize.com/models/qwen3-235b-a22b-off.md)Non-thinking | 1,384.16 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1384.1628274591683 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text thinkingEnabled false ### Reported statistics lower 1378.8607314508668 rank 158 upper 1389.46492346747 variance 7.3181110076743145 votes 20861 ### 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/9888/row` | | | | | 91 | [MiniMax M2.7](https://benchize.com/models/minimax-m2-7.md) | 1,382.45 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1382.4494739868444 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1378.5094438495507 rank 160 upper 1386.389504124138 variance 4.04113078061773 votes 50881 ### 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/9890/row` | | | | | 92 | [GPT-5.3 Chat](https://benchize.com/models/gpt-5-3-chat.md) | 1,381.9 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1381.9039520366005 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1376.6590314155678 rank 161 upper 1387.1488726576333 variance 7.161131644244481 votes 19243 ### 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/9891/row` | | | | | 93 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,380.59 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1380.5885910510115 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1375.5060366492864 rank 163 upper 1385.6711454527365 variance 6.724622194915666 votes 39008 ### 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/9893/row` | | | | | 94 | [Qwen3.5-35B-A3B](https://benchize.com/models/qwen3-5-35b-a3b.md) | 1,378.12 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1378.1189697822913 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1372.8924007274597 rank 164 upper 1383.345538837123 variance 7.111106837268798 votes 16907 ### 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/9894/row` | | | | | 95 | [Qwen3 VL 235B A22B Thinking](https://benchize.com/models/qwen3-vl-235b-a22b-thinking.md) | 1,376.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1376.7232199778261 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1367.9365943433158 rank 167 upper 1385.5098456123367 variance 20.0977789024134 votes 4368 ### 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/9897/row` | | | | | 96 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-thinking.md)Thinking | 1,373.41 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1373.4119737254994 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text thinkingEnabled true ### Reported statistics lower 1366.0071446362592 rank 168 upper 1380.8168028147397 variance 14.273612291632398 votes 6772 ### 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/9898/row` | | | | | 97 | [Qwen3 30B A3B Instruct 2507](https://benchize.com/models/qwen3-30b-a3b-instruct-2507.md) | 1,371.62 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1371.6161047615697 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1365.763792735969 rank 171 upper 1377.46841678717 variance 8.91576810884571 votes 13552 ### 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/9901/row` | | | | | 98 | [Solar Pro 4](https://benchize.com/models/solar-pro4.md) | 1,363.32 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1363.320608720102 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text ### Reported statistics lower 1357.1162880203667 rank 175 upper 1369.5249294198372 variance 10.020566962164374 votes 13960 ### 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/9905/row` | | | | | 99 | [GPT-5 Mini](https://benchize.com/models/gpt-5-mini-high.md)High | 1,362.58 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1362.5792085768514 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1356.9430843239384 rank 177 upper 1368.2153328297645 variance 8.26922741515547 votes 15291 ### 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/9907/row` | | | | | 100 | [GPT-5.4 Nano](https://benchize.com/models/gpt-5-4-nano-high.md)High | 1,359.41 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1359.4117331807365 \| rating \| reported \| Higher is better \| ### Configuration category non_english config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1354.7506957810338 rank 180 upper 1364.0727705804393 variance 5.655473781052212 votes 33477 ### 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/9910/row` | | | | [Next page](https://benchize.com/benchmarks/lmarena%3Atext%3Anon_english.md?cursor=%7B%22score%22%3A1359.4117331807365%2C%22id%22%3A%224c6756b378e1c402ca30044768700b3105a4c720da0dbc15b4d4d806aa8658aa%22%7D) --- Cite as: Arena text / non english — Benchize, https://benchize.com/benchmarks/lmarena%3Atext%3Anon_english (retrieved 2026-10-21)