# Arena text / polish > Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/lmarena%3Atext%3Apolish. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/lmarena%3Atext%3Apolish. Human pairwise preferences on polish 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%3Apolish 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 polish 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: 117 · Score publishers: [Arena](https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset) ## Model results | # | Model | Score | | | --- | --- | --- | --- | | 1 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,525.09 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1525.0933850895494 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1488.135985522731 rank 1 upper 1562.0507846563678 variance 355.5548676933797 votes 240 ### 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/10148/row` | | | | | 2 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-max.md)Max | 1,521.86 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1521.8595457288557 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1496.6822837846044 rank 2 upper 1547.036807673107 variance 165.01400863511228 votes 526 ### 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/10149/row` | | | | | 3 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,516.76 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1516.7580441035973 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1497.3223628984845 rank 3 upper 1536.1937253087103 variance 98.33391988268721 votes 1009 ### 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/10150/row` | | | | | 4 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,516.31 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1516.3072595316546 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1494.939342307913 rank 4 upper 1537.6751767553965 variance 118.85794116053593 votes 797 ### 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/10151/row` | | | | | 5 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,503.28 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1503.2772009573282 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1475.5878038109506 rank 5 upper 1530.9665981037058 variance 199.58634209471634 votes 453 ### 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/10152/row` | | | | | 6 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,503.25 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1503.2533600332777 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1486.7904495117484 rank 6 upper 1519.7162705548067 variance 70.55325476348561 votes 1356 ### 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/10153/row` | | | | | 7 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,499.06 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1499.064987819473 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1476.2811536067009 rank 7 upper 1521.8488220322452 variance 135.13176261024938 votes 682 ### 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/10154/row` | | | | | 8 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,498.69 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1498.6928679816865 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1475.5626487761317 rank 8 upper 1521.8230871872413 variance 139.27184058694257 votes 671 ### 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/10155/row` | | | | | 9 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,498.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1498.5250626539244 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1483.3591878853063 rank 9 upper 1513.6909374225424 variance 59.874065617563595 votes 1561 ### 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/10156/row` | | | | | 10 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,497.68 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1497.6810845879886 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1485.3608249682575 rank 10 upper 1510.0013442077197 variance 39.513321418385324 votes 2473 ### 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/10157/row` | | | | | 11 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,497.47 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1497.4703942706026 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1473.2108023417334 rank 11 upper 1521.7299861994718 variance 153.20424558108832 votes 596 ### 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/10158/row` | | | | | 12 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,493.87 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1493.865764072658 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1474.8143749336898 rank 12 upper 1512.9171532116263 variance 94.48374824926897 votes 972 ### 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/10159/row` | | | | | 13 | [Claude Fable 5](https://benchize.com/models/claude-fable-5-high.md)High | 1,493.57 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1493.5721760849933 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1470.8298426780555 rank 13 upper 1516.3145094919312 variance 134.6399253341126 votes 646 ### 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/10160/row` | | | | | 14 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,490.16 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1490.1567203773866 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1454.9989333562928 rank 14 upper 1525.3145073984806 variance 321.7709849086068 votes 281 ### 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/10161/row` | | | | | 15 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,489.84 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1489.8389317776257 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1474.594570171945 rank 15 upper 1505.0832933833065 variance 60.49539292543071 votes 1614 ### 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/10162/row` | | | | | 16 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,489.35 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1489.3532841542249 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1471.5891341991146 rank 16 upper 1507.117434109335 variance 82.14718375417057 votes 1122 ### 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/10163/row` | | | | | 17 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,479.31 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1479.311710269549 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1462.2655410694756 rank 20 upper 1496.3578794696223 variance 75.64102544382439 votes 1195 ### 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/10167/row` | | | | | 18 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,478.7 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1478.6976389978613 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1470.2962885724387 rank 21 upper 1487.098989423284 variance 18.373928308307168 votes 6495 ### 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/10168/row` | | | | | 19 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,473.45 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1473.4496119593944 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1448.0709632731634 rank 23 upper 1498.828260645625 variance 167.6643793939565 votes 529 ### 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/10170/row` | | | | | 20 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,472.18 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1472.182662133058 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1455.5765753715093 rank 24 upper 1488.788748894607 variance 71.78577993509687 votes 1317 ### 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/10171/row` | | | | | 21 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,471.44 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1471.435061366318 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1444.2208394871093 rank 25 upper 1498.6492832455267 variance 192.7949529228529 votes 432 ### 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/10172/row` | | | | | 22 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,468.54 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1468.537592329418 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1455.0665955311374 rank 26 upper 1482.0085891276985 variance 47.23928153588699 votes 1910 ### 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/10173/row` | | | | | 23 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,465.4 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1465.4018987813577 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1447.902655703531 rank 30 upper 1482.9011418591842 variance 79.71542129964287 votes 1168 ### 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/10177/row` | | | | | 24 | [MiMo-V2.5-Pro](https://benchize.com/models/mimo-v2-5-pro.md) | 1,463.68 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1463.6783759579755 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1447.4907989199476 rank 31 upper 1479.865952996003 variance 68.21305722463359 votes 1376 ### 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/10178/row` | | | | | 25 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro.md) | 1,460.81 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1460.8088273487385 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1442.9549507620948 rank 32 upper 1478.662703935382 variance 82.97912955721937 votes 1125 ### 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/10179/row` | | | | | 26 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,459.13 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1459.1262420338164 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1441.8194060348926 rank 33 upper 1476.43307803274 variance 77.9720898425567 votes 1196 ### 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/10180/row` | | | | | 27 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,459.12 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1459.1200589317884 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1441.4906057383052 rank 34 upper 1476.7495121252716 variance 80.906143839661 votes 1091 ### 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/10181/row` | | | | | 28 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,459.07 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1459.0685022214311 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1435.6578628198038 rank 35 upper 1482.4791416230585 variance 142.6692469643594 votes 631 ### 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/10182/row` | | | | | 29 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,456.75 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1456.7488591386725 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1419.6601195729272 rank 37 upper 1493.8375987044178 variance 358.08651524920543 votes 222 ### 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/10184/row` | | | | | 30 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,456.48 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1456.4803088329497 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1438.2384811633387 rank 38 upper 1474.7221365025607 variance 86.62445499484863 votes 1075 ### 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/10185/row` | | | | | 31 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,455 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1455.0043275331566 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1413.9365543163503 rank 40 upper 1496.0721007499628 variance 439.042060766455 votes 200 ### 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/10187/row` | | | | | 32 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,454.17 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1454.1704613611678 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1437.57696411997 rank 42 upper 1470.7639586023656 variance 71.67697573909933 votes 1302 ### 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/10189/row` | | | | | 33 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,447.36 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1447.363876435893 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1432.921476561449 rank 53 upper 1461.806276310337 variance 54.29783940665793 votes 1687 ### 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/10200/row` | | | | | 34 | [Hy3](https://benchize.com/models/hy3.md) | 1,446.56 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.5598903325551 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1409.9155196166166 rank 55 upper 1483.2042610484934 variance 349.5572822317767 votes 241 ### 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/10202/row` | | | | | 35 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,446.26 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.2594616659735 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1423.6915890626228 rank 56 upper 1468.8273342693242 variance 132.582151108166 votes 654 ### 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/10203/row` | | | | | 36 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,442.99 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1442.991760007996 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1426.5120489047974 rank 58 upper 1459.4714711111942 variance 70.69732898914842 votes 1266 ### 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/10205/row` | | | | | 37 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,442.55 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1442.547212357332 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1426.7391736877573 rank 59 upper 1458.3552510269064 variance 65.05187176094961 votes 1407 ### 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/10206/row` | | | | | 38 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,440.16 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1440.1573201255749 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1426.6028261110444 rank 60 upper 1453.7118141401054 variance 47.82670244965565 votes 1883 ### 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/10207/row` | | | | | 39 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,439.95 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1439.946529091821 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1424.1946631999658 rank 61 upper 1455.6983949836765 variance 64.59037846204609 votes 1323 ### 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/10208/row` | | | | | 40 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,439.81 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1439.8135572268213 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1422.9239410321659 rank 62 upper 1456.7031734214768 variance 74.25802241223164 votes 1198 ### 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/10209/row` | | | | | 41 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,439.15 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1439.1468962223905 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1409.5235559420819 rank 64 upper 1468.7702365026994 variance 228.43985327542777 votes 389 ### 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/10211/row` | | | | | 42 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,436.84 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1436.8435960595077 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1411.3848681856018 rank 69 upper 1462.3023239334136 variance 168.72413716008006 votes 522 ### 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/10216/row` | | | | | 43 | [DeepSeek V4 Flash](https://benchize.com/models/deepseek-v4-flash.md) | 1,435.61 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1435.6095734591763 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1416.968907783026 rank 70 upper 1454.2502391353264 variance 90.45376589178696 votes 1026 ### 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/10217/row` | | | | | 44 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp-thinking.md)Thinking | 1,434.88 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1434.878422460885 \| rating \| reported \| Higher is better \| ### Configuration category polish config text thinkingEnabled true ### Reported statistics lower 1405.9399683237311 rank 72 upper 1463.8168765980392 variance 217.99898604584038 votes 397 ### 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/10219/row` | | | | | 45 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,433.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1433.3828004620605 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1395.9124896483768 rank 74 upper 1470.8531112757441 variance 365.4924490952549 votes 202 ### 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/10221/row` | | | | | 46 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,431.02 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1431.01758561015 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1416.45392310442 rank 81 upper 1445.5812481158798 variance 55.21346849749115 votes 1796 ### 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/10228/row` | | | | | 47 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,429.73 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.7308161984568 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1392.6481648380493 rank 84 upper 1466.8134675588642 variance 357.9689633817439 votes 233 ### 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/10231/row` | | | | | 48 | [MiMo-V2-Pro](https://benchize.com/models/mimo-v2-pro.md) | 1,429.22 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.2223923585836 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1405.6816229184583 rank 85 upper 1452.7631617987095 variance 144.25973352826884 votes 588 ### 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/10232/row` | | | | | 49 | [R1 0528](https://benchize.com/models/deepseek-r1-0528.md) | 1,428.15 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1428.1499998441495 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1413.9985573133515 rank 87 upper 1442.3014423749476 variance 52.13210268548223 votes 1980 ### 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/10234/row` | | | | | 50 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus-thinking.md)Thinking | 1,426.78 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1426.7788550020807 \| rating \| reported \| Higher is better \| ### Configuration category polish config text thinkingEnabled true ### Reported statistics lower 1387.9375927453275 rank 90 upper 1465.6201172588344 variance 392.72675410986204 votes 205 ### 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/10237/row` | | | | | 51 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,425.94 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1425.9421728091443 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1411.0153393356463 rank 91 upper 1440.869006282642 variance 58.001495771670136 votes 1633 ### 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/10238/row` | | | | | 52 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,425.1 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1425.0957971249763 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1403.208840330372 rank 92 upper 1446.982753919581 variance 124.70233317308526 votes 732 ### 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/10239/row` | | | | | 53 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,422.98 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1422.9839846814903 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1405.9569932357888 rank 93 upper 1440.0109761271917 variance 75.47092165356185 votes 1183 ### 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/10240/row` | | | | | 54 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,422.69 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1422.6886598488418 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1405.088030718536 rank 94 upper 1440.2892889791478 variance 80.6417978799523 votes 1138 ### 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/10241/row` | | | | | 55 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,422.27 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1422.2719053266462 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1380.1889479688477 rank 97 upper 1464.3548626844447 variance 461.01634369681494 votes 184 ### 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/10244/row` | | | | | 56 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp.md) | 1,420.03 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1420.0320988788283 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1392.511889177086 rank 98 upper 1447.5523085805703 variance 197.1547730637941 votes 440 ### 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/10245/row` | | | | | 57 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,419.33 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.33009455038 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1392.8522052918063 rank 100 upper 1445.8079838089536 variance 182.50322398682184 votes 540 ### 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/10247/row` | | | | | 58 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2-thinking.md)Thinking | 1,419.22 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.2179961698184 \| rating \| reported \| Higher is better \| ### Configuration category polish config text thinkingEnabled true ### Reported statistics lower 1402.0967731344515 rank 101 upper 1436.3392192051854 variance 76.30858273103004 votes 1119 ### 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/10248/row` | | | | | 59 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,414.94 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1414.9391259540637 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1397.547162247241 rank 104 upper 1432.3310896608866 variance 78.74102410000319 votes 1189 ### 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/10251/row` | | | | | 60 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,413 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.997451646839 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1404.7344770415107 rank 106 upper 1421.2604262521675 variance 17.773651239079154 votes 6188 ### 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/10253/row` | | | | | 61 | [MiMo-V2.5](https://benchize.com/models/mimo-v2-5.md) | 1,412.79 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.7865637867685 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1393.881839840721 rank 108 upper 1431.6912877328161 variance 93.03460069674325 votes 945 ### 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/10255/row` | | | | | 62 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,411.5 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1411.5017464028858 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1397.1597086905388 rank 109 upper 1425.843784115233 variance 53.545815624601026 votes 1919 ### 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/10256/row` | | | | | 63 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1.md) | 1,410.17 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.1706160977046 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1391.133554936688 rank 110 upper 1429.2076772587213 variance 94.34168490781983 votes 1007 ### 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/10257/row` | | | | | 64 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,410.14 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.1407056286862 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1383.2484633524252 rank 111 upper 1437.0329479049472 variance 188.2599107269465 votes 428 ### 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/10258/row` | | | | | 65 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2.md) | 1,408.96 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1408.9593409883907 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1392.833385000982 rank 113 upper 1425.0852969757993 variance 67.69471407762097 votes 1338 ### 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/10260/row` | | | | | 66 | [Qwen3 235B A22B Instruct 2507](https://benchize.com/models/qwen3-235b-a22b-2507.md) | 1,406.47 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1406.473949800507 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1396.8235073300652 rank 115 upper 1416.1243922709484 variance 24.24366476964493 votes 3942 ### 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/10262/row` | | | | | 67 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-off.md)Non-thinking | 1,406.06 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1406.0593400613836 \| rating \| reported \| Higher is better \| ### Configuration category polish config text thinkingEnabled false ### Reported statistics lower 1389.238214608928 rank 116 upper 1422.880465513839 variance 73.65698155163876 votes 1204 ### 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/10263/row` | | | | | 68 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,405.14 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1405.1389131392968 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1381.2005091993558 rank 118 upper 1429.0773170792377 variance 149.17436576561633 votes 611 ### 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/10265/row` | | | | | 69 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus.md) | 1,405.01 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1405.009521972567 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1366.9322708385594 rank 119 upper 1443.0867731065746 variance 377.4287638101765 votes 229 ### 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/10266/row` | | | | | 70 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1-thinking.md)Thinking | 1,404.84 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.8350618749896 \| rating \| reported \| Higher is better \| ### Configuration category polish config text thinkingEnabled true ### Reported statistics lower 1384.3137253744576 rank 120 upper 1425.3563983755214 variance 109.62638711612496 votes 787 ### 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/10267/row` | | | | | 71 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,398.41 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1398.4071838380287 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1375.0271149989926 rank 123 upper 1421.787252677065 variance 142.29688366652832 votes 601 ### 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/10270/row` | | | | | 72 | [Qwen3 Next 80B A3B Instruct](https://benchize.com/models/qwen3-next-80b-a3b-instruct.md) | 1,397.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1397.7161424087267 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1379.2107197121152 rank 125 upper 1416.2215651053382 variance 89.14599509318404 votes 1023 ### 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/10272/row` | | | | | 73 | [GPT-5.3 Chat](https://benchize.com/models/gpt-5-3-chat.md) | 1,395.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1395.8491355016545 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1374.2597612066945 rank 126 upper 1417.4385097966147 variance 121.33439513576894 votes 745 ### 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/10273/row` | | | | | 74 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-thinking.md)Thinking | 1,393.48 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1393.4821250850766 \| rating \| reported \| Higher is better \| ### Configuration category polish config text thinkingEnabled true ### Reported statistics lower 1366.0322996058665 rank 129 upper 1420.9319505642868 variance 196.1475975689217 votes 418 ### 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/10276/row` | | | | | 75 | [Qwen3 235B A22B Thinking 2507](https://benchize.com/models/qwen3-235b-a22b-thinking-2507.md) | 1,389.91 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1389.90975400114 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1369.2952409548145 rank 130 upper 1410.5242670474656 variance 110.6241581577952 votes 783 ### 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/10277/row` | | | | | 76 | [Step 3.5 Flash](https://benchize.com/models/step-3-5-flash.md) | 1,389.15 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1389.1477092025586 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1372.9811158247735 rank 131 upper 1405.3143025803438 variance 68.03632516758877 votes 1365 ### 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/10278/row` | | | | | 77 | [MiniMax M2.7](https://benchize.com/models/minimax-m2-7.md) | 1,387.39 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1387.392481919772 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1372.5633585989242 rank 133 upper 1402.22160524062 variance 57.24463250270662 votes 1680 ### 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/10280/row` | | | | | 78 | [Qwen3 235B A22B](https://benchize.com/models/qwen3-235b-a22b-off.md)Non-thinking | 1,385.39 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1385.39096737472 \| rating \| reported \| Higher is better \| ### Configuration category polish config text thinkingEnabled false ### Reported statistics lower 1374.3913892675725 rank 135 upper 1396.3905454818678 variance 31.496034236644373 votes 3629 ### 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/10282/row` | | | | | 79 | [Qwen3.5-35B-A3B](https://benchize.com/models/qwen3-5-35b-a3b.md) | 1,384.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1384.7157776821455 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1361.7466343823078 rank 137 upper 1407.6849209819832 variance 137.33885186699655 votes 587 ### 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/10284/row` | | | | | 80 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,382.8 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1382.7956979228584 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1362.10211972314 rank 138 upper 1403.4892761225767 variance 111.47436395803413 votes 883 ### 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/10285/row` | | | | | 81 | [GPT-5 Mini](https://benchize.com/models/gpt-5-mini-high.md)High | 1,378.11 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1378.1097256802334 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1362.6539746708947 rank 144 upper 1393.565476689572 variance 62.184771570585184 votes 1562 ### 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/10291/row` | | | | | 82 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,374.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1374.5305919060759 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1349.6962495243235 rank 147 upper 1399.3649342878282 variance 160.54956992163181 votes 537 ### 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/10294/row` | | | | | 83 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,372.3 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1372.3049610680143 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1330.4158287114792 rank 148 upper 1414.1940934245495 variance 456.7794401779525 votes 196 ### 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/10295/row` | | | | | 84 | [DeepSeek V3 0324](https://benchize.com/models/deepseek-chat-v3-0324.md) | 1,368.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1368.5320698863982 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1356.5599502004104 rank 153 upper 1380.504189572386 variance 37.31177567321059 votes 2736 ### 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/10300/row` | | | | | 85 | [GPT-5.4 Nano](https://benchize.com/models/gpt-5-4-nano-high.md)High | 1,365.6 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1365.6038469343912 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1347.4460556572988 rank 155 upper 1383.7616382114836 variance 85.82817087256466 votes 1129 ### 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/10302/row` | | | | | 86 | [Qwen3 VL 235B A22B Thinking](https://benchize.com/models/qwen3-vl-235b-a22b-thinking.md) | 1,365.53 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1365.5335889544453 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1338.0088877706278 rank 156 upper 1393.058290138263 variance 197.21913226745238 votes 399 ### 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/10303/row` | | | | | 87 | [GPT-4o (2024-05-13)](https://benchize.com/models/gpt-4o-2024-05-13.md) | 1,364.62 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1364.6246285637174 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1307.8762959754015 rank 157 upper 1421.3729611520334 variance 838.3203886517864 votes 166 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-4o (2024-05-13) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10304/row` | | | | | 88 | [Qwen3 235B A22B](https://benchize.com/models/qwen3-235b-a22b.md) | 1,358.68 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1358.681184433395 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1344.6544607043265 rank 160 upper 1372.7079081624631 variance 51.217255671650584 votes 1885 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-235B-A22B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10307/row` | | | | | 89 | [Grok 3 Mini](https://benchize.com/models/grok-3-mini-high.md)High | 1,355.98 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1355.9811063244792 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1340.652959934742 rank 162 upper 1371.3092527142167 variance 61.16219975586313 votes 1571 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Grok 3 Mini (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10309/row` | | | | | 90 | [gpt-oss-120b](https://benchize.com/models/gpt-oss-120b.md) | 1,353.44 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1353.43517408355 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1338.9276599087757 rank 164 upper 1367.9426882583243 variance 54.78855230660752 votes 1732 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label gpt-oss-120b Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10311/row` | | | | | 91 | [Qwen3 30B A3B Instruct 2507](https://benchize.com/models/qwen3-30b-a3b-instruct-2507.md) | 1,353.16 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1353.1576214231718 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1337.953622872509 rank 165 upper 1368.3616199738346 variance 60.1754652902383 votes 1541 ### 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/10312/row` | | | | | 92 | [Gemini 2.0 Flash 001](https://benchize.com/models/gemini-2-0-flash-001.md) | 1,349.04 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1349.0396579708015 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1332.8535006769155 rank 168 upper 1365.2258152646873 variance 68.20109238996794 votes 1349 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemini 2.0 Flash (001) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10315/row` | | | | | 93 | [Nemotron 3 Super](https://benchize.com/models/nemotron-3-super-120b-a12b.md) | 1,345.56 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1345.5562292182403 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1310.7352494577171 rank 170 upper 1380.3772089787637 variance 315.6354624839319 votes 276 ### 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/10317/row` | | | | | 94 | [Gemma 3 27B](https://benchize.com/models/gemma-3-27b-it.md) | 1,345.1 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1345.0983466288367 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1333.3534289042514 rank 171 upper 1356.8432643534222 variance 35.90903841378537 votes 2829 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Gemma 3 27B IT Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10318/row` | | | | | 95 | [Qwen3 Next 80B A3B Thinking](https://benchize.com/models/qwen3-next-80b-a3b-thinking.md) | 1,344.91 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1344.9096624022682 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1322.7277813412963 rank 172 upper 1367.09154346324 variance 128.08567535658 votes 709 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Qwen3-Next-80B-A3B-Thinking Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10319/row` | | | | | 96 | [MiniMax M2.5](https://benchize.com/models/minimax-m2-5.md) | 1,334.06 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1334.0565990870468 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1314.727949552625 rank 176 upper 1353.3852486214687 variance 97.253858563295 votes 928 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiniMax-M2.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10323/row` | | | | | 97 | [MiniMax M1](https://benchize.com/models/minimax-m1.md) | 1,329.26 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1329.2621603243813 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1318.544819017014 rank 177 upper 1339.9795016317482 variance 29.90046491708586 votes 3528 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiniMax-M1 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10324/row` | | | | | 98 | [Command A](https://benchize.com/models/command-a.md) | 1,324.22 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1324.21728402996 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1312.9105547273577 rank 183 upper 1335.524013332562 variance 33.27957775666613 votes 3071 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Command A (03-2025) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10330/row` | | | | | 99 | [Llama 3.3 Nemotron Super 49B V1.5](https://benchize.com/models/llama-3-3-nemotron-super-49b-v1-5.md) | 1,322.97 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1322.9687935527722 \| rating \| reported \| Higher is better \| ### Configuration category polish config text ### Reported statistics lower 1294.1061305211233 rank 184 upper 1351.8314565844212 variance 216.85858320042757 votes 397 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Llama 3.3 Nemotron Super 49B v1.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10331/row` | | | | | 100 | [GPT-5 Nano](https://benchize.com/models/gpt-5-nano-high.md)High | 1,313.6 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1313.6045814161391 \| rating \| reported \| Higher is better \| ### Configuration category polish config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1288.645680648748 rank 187 upper 1338.5634821835304 variance 162.16410394942488 votes 571 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label GPT-5 nano (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/10334/row` | | | | [Next page](https://benchize.com/benchmarks/lmarena%3Atext%3Apolish.md?cursor=%7B%22score%22%3A1313.6045814161391%2C%22id%22%3A%22e2dbc85c0d8d403888c857e7edbcb8742e20fce4873953fc3715d8b6c63b6973%22%7D) --- Cite as: Arena text / polish — Benchize, https://benchize.com/benchmarks/lmarena%3Atext%3Apolish (retrieved 2026-10-21)