# Arena text / multi turn > Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/lmarena%3Atext%3Amulti_turn. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/lmarena%3Atext%3Amulti_turn. Human pairwise preferences on multi turn 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%3Amulti_turn 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 multi turn prompts in Arena’s text evaluation. The original organizer publishes model ratings and uncertainty; these are preference ratings rather than task accuracy. Human preference · Models tested: 151 · Score publishers: [Arena](https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset) ## Model results | # | Model | Score | | | --- | --- | --- | --- | | 1 | [Gemini 4 Argon](https://benchize.com/models/gemini-4-argon-high.md)High | 1,556.05 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1556.047269102325 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1532.7074497819558 rank 1 upper 1579.3870884226942 variance 141.8073683291615 votes 677 ### 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/9316/row` | | | | | 2 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,511.07 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1511.0664851049878 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1504.9376502233088 rank 2 upper 1517.1953199866668 variance 9.778216755711059 votes 14017 ### 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/9317/row` | | | | | 3 | [Muse Wonder](https://benchize.com/models/muse-wonder-max.md)Max | 1,509.87 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1509.8721129340092 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1487.7758670784747 rank 3 upper 1531.968358789544 variance 127.09861115210656 votes 724 ### 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/9318/row` | | | | | 4 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,506.15 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1506.1450667388951 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1500.2407778164127 rank 4 upper 1512.0493556613776 variance 9.074840915215027 votes 15259 ### 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/9319/row` | | | | | 5 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,505.31 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1505.3142448510703 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1498.4758120918764 rank 5 upper 1512.1526776102642 variance 12.173542600559877 votes 11427 ### 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/9320/row` | | | | | 6 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,504.36 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1504.3640961819417 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1497.5229232718787 rank 6 upper 1511.205269092005 variance 12.183300399644708 votes 11704 ### 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/9321/row` | | | | | 7 | [Claude Fable 5](https://benchize.com/models/claude-fable-5-high.md)High | 1,504.36 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1504.3630163365813 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1496.5285439155807 rank 7 upper 1512.1974887575816 variance 15.978033601392706 votes 7046 ### 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/9322/row` | | | | | 8 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,502.9 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1502.9004796330746 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1494.4802659615702 rank 8 upper 1511.320693304579 variance 18.456529558991306 votes 6188 ### 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/9323/row` | | | | | 9 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2-xhigh.md)Extra high | 1,502.18 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1502.1822461714908 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1485.660194302247 rank 9 upper 1518.7042980407348 variance 71.06107619830286 votes 1393 ### 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/9324/row` | | | | | 10 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5-high.md)High | 1,501.44 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1501.4426613540677 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1484.251385776957 rank 10 upper 1518.6339369311786 variance 76.9343027643769 votes 1269 ### 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/9325/row` | | | | | 11 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-max.md)Max | 1,499.89 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1499.886853015518 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1490.9014012260056 rank 11 upper 1508.87230480503 variance 21.01762575891885 votes 5078 ### 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/9326/row` | | | | | 12 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,493.28 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1493.2818321859345 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1479.8350892627873 rank 12 upper 1506.728575109082 variance 47.06933060616284 votes 2065 ### 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/9327/row` | | | | | 13 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,492.76 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1492.7566451454363 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1485.8361541734087 rank 13 upper 1499.677136117464 variance 12.467449875009423 votes 10765 ### 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/9328/row` | | | | | 14 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,489.32 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1489.3236782684698 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1479.8890452712724 rank 14 upper 1498.7583112656673 variance 23.17148352919807 votes 4441 ### 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/9329/row` | | | | | 15 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,486.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1486.849985756305 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1475.3943919354635 rank 16 upper 1498.305579577146 variance 34.161665115645654 votes 2885 ### 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/9331/row` | | | | | 16 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,486.56 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1486.5574344400923 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1481.339828469819 rank 17 upper 1491.7750404103656 variance 7.0867379638113315 votes 21947 ### 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/9332/row` | | | | | 17 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,485.23 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1485.228799138689 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1475.6180822729577 rank 18 upper 1494.8395160044204 variance 24.0444797105914 votes 4434 ### 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/9333/row` | | | | | 18 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,484.06 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1484.0636518024244 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1476.3233839595482 rank 19 upper 1491.8039196453005 variance 15.596092285752212 votes 6856 ### 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/9334/row` | | | | | 19 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,483.76 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1483.755572557009 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1475.877364284927 rank 20 upper 1491.6337808290912 variance 16.156925916776515 votes 6815 ### 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/9335/row` | | | | | 20 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,481.95 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1481.9516598862076 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1475.3753985895673 rank 21 upper 1488.5279211828476 variance 11.25801802396293 votes 11981 ### 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/9336/row` | | | | | 21 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,481.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1481.37781727395 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1472.9291163009093 rank 22 upper 1489.8265182469909 variance 18.581625227200263 votes 5787 ### 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/9337/row` | | | | | 22 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,480.87 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1480.8744454774587 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1473.514516124301 rank 23 upper 1488.2343748306164 variance 14.101038853172966 votes 8089 ### 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/9338/row` | | | | | 23 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,476.22 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1476.218092330642 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1468.6066630894236 rank 27 upper 1483.8295215718608 variance 15.081212059852094 votes 7652 ### 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/9342/row` | | | | | 24 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,475.95 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1475.9504476589739 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1469.2729158127577 rank 28 upper 1482.62797950519 variance 11.607421461093454 votes 11821 ### 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/9343/row` | | | | | 25 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,475.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1475.7165022726542 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1469.0476666378079 rank 29 upper 1482.3853379075003 variance 11.577208243132967 votes 11184 ### 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/9344/row` | | | | | 26 | [MiMo-V2.5-Pro](https://benchize.com/models/mimo-v2-5-pro.md) | 1,475.68 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1475.6827742138723 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1469.4177044953508 rank 30 upper 1481.9478439323939 variance 10.217758515720053 votes 13010 ### 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/9345/row` | | | | | 27 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,472.52 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1472.5209678421375 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1465.9682262639558 rank 32 upper 1479.0737094203191 variance 11.177634381792446 votes 12382 ### 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/9347/row` | | | | | 28 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,472.5 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1472.500541080691 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1465.824030889679 rank 33 upper 1479.177051271703 variance 11.603869886761599 votes 11394 ### 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/9348/row` | | | | | 29 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,471.05 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1471.046950672182 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1462.5659257304367 rank 35 upper 1479.5279756139275 variance 18.724080465220535 votes 5454 ### 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/9350/row` | | | | | 30 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro.md) | 1,467.62 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1467.6208574782954 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1460.639141362739 rank 39 upper 1474.6025735938515 variance 12.689023153294746 votes 10355 ### 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/9354/row` | | | | | 31 | [MiMo-V2.6-Pro](https://benchize.com/models/mimo-v2-6-pro.md) | 1,465.77 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1465.7669906051592 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1441.8953191778514 rank 41 upper 1489.638662032467 variance 148.3438254403507 votes 582 ### 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/9356/row` | | | | | 32 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5-xhigh.md)Extra high | 1,464.96 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1464.9624966105673 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1447.5661035064606 rank 42 upper 1482.3588897146738 variance 78.78113684371596 votes 1192 ### 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/9357/row` | | | | | 33 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,463.58 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1463.5759058269207 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1457.1819947907518 rank 44 upper 1469.9698168630896 variance 10.642336738899406 votes 12702 ### 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/9359/row` | | | | | 34 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,463.18 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1463.1836678862862 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1456.675999064268 rank 45 upper 1469.6913367083046 variance 11.024393459310183 votes 12645 ### 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/9360/row` | | | | | 35 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,461.34 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1461.3359123835667 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1453.3859692329931 rank 46 upper 1469.2858555341402 variance 16.452498659332367 votes 6832 ### 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/9361/row` | | | | | 36 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,460.78 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1460.7788183735302 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1447.1236982277994 rank 47 upper 1474.433938519261 variance 48.5394520409432 votes 1944 ### 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/9362/row` | | | | | 37 | [MiMo-V2-Pro](https://benchize.com/models/mimo-v2-pro.md) | 1,455.88 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1455.8811874416851 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1446.6850606573287 rank 53 upper 1465.0773142260416 variance 22.014747985422492 votes 4597 ### 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/9368/row` | | | | | 38 | [Qwen3.6 Max Preview](https://benchize.com/models/qwen3-6-max-preview.md) | 1,455.67 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1455.6744693645958 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1435.799202872268 rank 54 upper 1475.5497358569235 variance 102.83234484072003 votes 932 ### 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/9369/row` | | | | | 39 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,455.09 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1455.0860613918444 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1449.5088667209486 rank 56 upper 1460.66325606274 variance 8.097210421598755 votes 16284 ### 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/9371/row` | | | | | 40 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro-high-budget-20260813.md)High · 20260813 tokens | 1,453.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1453.846006970733 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text reasoningBudget 20260813 Reasoning effort high thinkingEnabled true ### Reported statistics lower 1438.5241897912802 rank 58 upper 1469.167824150186 variance 61.111700694519655 votes 1569 ### 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/9373/row` | | | | | 41 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,452.89 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1452.89350765308 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1445.6684799269676 rank 61 upper 1460.1185353791923 variance 13.588854672053808 votes 8582 ### 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/9376/row` | | | | | 42 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,452.68 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1452.679333285437 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1444.9282035482368 rank 62 upper 1460.430463022637 variance 15.63989489598426 votes 7223 ### 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/9377/row` | | | | | 43 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,452.59 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1452.5877300745747 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1447.9136954456403 rank 63 upper 1457.2617647035092 variance 5.6870581547795815 votes 21187 ### 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/9378/row` | | | | | 44 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,452.24 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1452.243218779879 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1435.03716101636 rank 64 upper 1469.449276543398 variance 77.0666659672945 votes 1122 ### 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/9379/row` | | | | | 45 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,449.76 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1449.7581813896693 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1442.2639599844454 rank 67 upper 1457.252402794893 variance 14.620319282862221 votes 7247 ### 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/9382/row` | | | | | 46 | [DeepSeek V4 Flash](https://benchize.com/models/deepseek-v4-flash.md) | 1,448.71 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1448.7122492686299 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1441.4747767978783 rank 68 upper 1455.9497217393814 variance 13.63570721693216 votes 9346 ### 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/9383/row` | | | | | 47 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,447.09 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1447.0858316193908 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1433.1786526425722 rank 69 upper 1460.9930105962092 variance 50.34796313612784 votes 1899 ### 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/9384/row` | | | | | 48 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,447.05 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1447.0519628208876 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1432.7880269233099 rank 70 upper 1461.3158987184654 variance 52.964219268512835 votes 1827 ### 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/9385/row` | | | | | 49 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,446.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.3777737132611 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1440.7267114837775 rank 71 upper 1452.028835942745 variance 8.313119002985253 votes 15321 ### 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/9386/row` | | | | | 50 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,445.02 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1445.0204324006295 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1436.5683427547212 rank 75 upper 1453.4725220465375 variance 18.596533951536347 votes 5870 ### 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/9390/row` | | | | | 51 | [MiMo-V2.5](https://benchize.com/models/mimo-v2-5.md) | 1,444.89 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1444.8868148333813 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1437.3136952089792 rank 76 upper 1452.4599344577832 variance 14.929781502939287 votes 8371 ### 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/9391/row` | | | | | 52 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,444.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1444.7188525656309 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1434.0209606533658 rank 77 upper 1455.4167444778957 variance 29.792039094623142 votes 3506 ### 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/9392/row` | | | | | 53 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,443.08 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1443.077039409174 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1436.5438589952391 rank 81 upper 1449.610219823109 variance 11.11099931387808 votes 11454 ### 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/9396/row` | | | | | 54 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol-max.md)Max | 1,441.61 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.6104169935018 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1422.629145609949 rank 83 upper 1460.5916883770547 variance 93.78954198212116 votes 1020 ### 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/9398/row` | | | | | 55 | [Gemma 4 26B A4B](https://benchize.com/models/gemma-4-26b-a4b-it.md) | 1,441.31 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.311219635806 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1424.3835238016109 rank 84 upper 1458.2389154700015 variance 74.5932468965678 votes 1144 ### 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/9399/row` | | | | | 56 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,439.6 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1439.598166840159 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1429.7214659232113 rank 87 upper 1449.4748677571065 variance 25.393795835408337 votes 3972 ### 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/9402/row` | | | | | 57 | [Step 5 Preview](https://benchize.com/models/step-5-preview.md) | 1,437.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1437.3812785801904 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1420.3537423236487 rank 89 upper 1454.4088148367318 variance 75.47575140098611 votes 1231 ### 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/9404/row` | | | | | 58 | [Hy3](https://benchize.com/models/hy3.md) | 1,435.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1435.8540734950047 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1422.4909433585963 rank 92 upper 1449.2172036314134 variance 46.48578974232588 votes 2060 ### 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/9407/row` | | | | | 59 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,434.09 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1434.0875308957354 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1426.0560879878306 rank 94 upper 1442.1189738036403 variance 16.791557112482675 votes 6617 ### 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/9409/row` | | | | | 60 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,432.98 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1432.9813475546277 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1425.848752869895 rank 98 upper 1440.1139422393605 variance 13.243382087715668 votes 8249 ### 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/9413/row` | | | | | 61 | [Qwen3 235B A22B Instruct 2507](https://benchize.com/models/qwen3-235b-a22b-2507.md) | 1,432.39 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1432.3870912277223 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1427.3883562364576 rank 99 upper 1437.3858262189867 variance 6.504651664697045 votes 17048 ### 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/9414/row` | | | | | 62 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,429.83 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.8305084423846 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1424.361907337445 rank 103 upper 1435.299109547324 variance 7.784958642233119 votes 14405 ### 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/9418/row` | | | | | 63 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,429.14 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.1392212908504 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1422.5092135545387 rank 104 upper 1435.769229027162 variance 11.442788959952736 votes 11874 ### 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/9419/row` | | | | | 64 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,427.81 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1427.811187131092 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1413.4291347035473 rank 105 upper 1442.1932395586368 variance 53.845021301379376 votes 1928 ### 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/9420/row` | | | | | 65 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2.md) | 1,426.97 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1426.9716569650004 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1419.9186850709482 rank 108 upper 1434.0246288590529 variance 12.949354622863005 votes 8335 ### 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/9423/row` | | | | | 66 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,426 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1425.9977561396256 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1417.6984099051977 rank 109 upper 1434.2971023740536 variance 17.930466297818526 votes 5689 ### 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/9424/row` | | | | | 67 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2-thinking.md)Thinking | 1,423.83 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1423.8281995031623 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text thinkingEnabled true ### Reported statistics lower 1416.3993731641845 rank 112 upper 1431.2570258421404 variance 14.366276810620498 votes 6992 ### 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/9427/row` | | | | | 68 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,423.25 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1423.250860757965 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1409.3262266938993 rank 113 upper 1437.1754948220305 variance 50.47442726018905 votes 1923 ### 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/9428/row` | | | | | 69 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp.md) | 1,421.59 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1421.5877701797385 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1408.6546973570275 rank 115 upper 1434.5208430024493 variance 43.541888757594045 votes 1991 ### 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/9430/row` | | | | | 70 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,419.34 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.3427690003546 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1412.5196348571544 rank 117 upper 1426.165903143555 variance 12.119135388178558 votes 9239 ### 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/9432/row` | | | | | 71 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,418.49 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1418.4875883921065 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1412.8199533026066 rank 119 upper 1424.1552234816068 variance 8.361950240020644 votes 15934 ### 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/9434/row` | | | | | 72 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,416.86 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1416.8557729429524 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1410.421537552912 rank 122 upper 1423.2900083329926 variance 10.776995664102294 votes 11598 ### 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/9437/row` | | | | | 73 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,416.49 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1416.4923653720698 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1407.8855741403056 rank 123 upper 1425.099156603834 variance 19.283521902699377 votes 5207 ### 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/9438/row` | | | | | 74 | [Qwen3 Next 80B A3B Instruct](https://benchize.com/models/qwen3-next-80b-a3b-instruct.md) | 1,415.69 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1415.6945789339527 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1406.2642173252054 rank 126 upper 1425.1249405427 variance 23.150507196030276 votes 4016 ### 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/9441/row` | | | | | 75 | [Beam 1.0 501B A23B](https://benchize.com/models/beam-1-0-501b-a23b.md) | 1,413.94 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1413.9408677603865 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1390.6658693638576 rank 129 upper 1437.2158661569154 variance 141.02078810271718 votes 668 ### 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/9444/row` | | | | | 76 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,413.83 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1413.8317218916363 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1400.5261859432737 rank 131 upper 1427.1372578399987 variance 46.085952013713104 votes 2185 ### 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/9446/row` | | | | | 77 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp-thinking.md)Thinking | 1,412.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.7237009107769 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text thinkingEnabled true ### Reported statistics lower 1397.1612330244698 rank 132 upper 1428.2861687970842 variance 63.046466984795295 votes 1403 ### 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/9447/row` | | | | | 78 | [MiniMax M2.7](https://benchize.com/models/minimax-m2-7.md) | 1,412.07 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.0654121041691 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1406.1353304547079 rank 133 upper 1417.9954937536304 variance 9.15430049121868 votes 14802 ### 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/9448/row` | | | | | 79 | [GPT-5.3 Chat](https://benchize.com/models/gpt-5-3-chat.md) | 1,411.99 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1411.9898698931986 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1404.0133265348277 rank 134 upper 1419.9664132515695 variance 16.56278172376083 votes 6453 ### 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/9449/row` | | | | | 80 | [Hy3 preview](https://benchize.com/models/hy3-preview.md) | 1,411.04 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1411.0393986916188 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1393.5045367929197 rank 136 upper 1428.574260590318 variance 80.0402649509326 votes 1209 ### 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/9451/row` | | | | | 81 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus-thinking.md)Thinking | 1,410.8 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.797033434754 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text thinkingEnabled true ### Reported statistics lower 1386.3977901292062 rank 137 upper 1435.1962767403018 variance 154.97317599144358 votes 571 ### 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/9452/row` | | | | | 82 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,410.24 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.23996769471 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1401.3996831536967 rank 138 upper 1419.080252235723 variance 20.343998052269665 votes 4888 ### 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/9453/row` | | | | | 83 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,407.91 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1407.913795433801 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1403.3529331170605 rank 142 upper 1412.4746577505416 variance 5.414991034188743 votes 21708 ### 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/9457/row` | | | | | 84 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1-thinking.md)Thinking | 1,407.61 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1407.6136377473 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text thinkingEnabled true ### Reported statistics lower 1393.7304541060046 rank 143 upper 1421.4968213885952 variance 50.17437307400337 votes 1816 ### 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/9458/row` | | | | | 85 | [Qwen3 235B A22B Thinking 2507](https://benchize.com/models/qwen3-235b-a22b-thinking-2507.md) | 1,406.46 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1406.4578120062858 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1390.7763099443346 rank 144 upper 1422.139314068237 variance 64.01461486304497 votes 1357 ### 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/9459/row` | | | | | 86 | [R1 0528](https://benchize.com/models/deepseek-r1-0528.md) | 1,404.54 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.5421649458456 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1393.5712493201856 rank 148 upper 1415.5130805715053 variance 31.332104620504094 votes 2847 ### 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/9463/row` | | | | | 87 | [Step 3.5 Flash](https://benchize.com/models/step-3-5-flash.md) | 1,404.45 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1404.4520062705476 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1397.9806144219212 rank 149 upper 1410.923398119174 variance 10.901825169350632 votes 10384 ### 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/9464/row` | | | | | 88 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-off.md)Non-thinking | 1,403.73 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1403.7253378780608 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text thinkingEnabled false ### Reported statistics lower 1396.869698512562 rank 150 upper 1410.5809772435598 variance 12.234880888632173 votes 8516 ### 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/9465/row` | | | | | 89 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1.md) | 1,399.99 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1399.9862829363092 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1388.0609078697325 rank 152 upper 1411.911658002886 variance 37.02098007986315 votes 2397 ### 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/9467/row` | | | | | 90 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,398.88 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1398.8790742317317 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1390.0782528276225 rank 153 upper 1407.679895635841 variance 20.162771749569323 votes 4961 ### 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/9468/row` | | | | | 91 | [Qwen3 235B A22B](https://benchize.com/models/qwen3-235b-a22b-off.md)Non-thinking | 1,398.15 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1398.152176309514 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text thinkingEnabled false ### Reported statistics lower 1390.2462622100384 rank 155 upper 1406.0580904089898 variance 16.270766046372586 votes 6540 ### 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/9470/row` | | | | | 92 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,391.65 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1391.6536247219922 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1384.2805531395766 rank 163 upper 1399.0266963044076 variance 14.151442745284886 votes 9135 ### 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/9478/row` | | | | | 93 | [DeepSeek R1](https://benchize.com/models/deepseek-r1.md) | 1,390.56 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1390.5597800945284 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1378.6821706899811 rank 164 upper 1402.4373894990754 variance 36.72500780354436 votes 2418 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label DeepSeek-R1 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/9479/row` | | | | | 94 | [Qwen3.5-35B-A3B](https://benchize.com/models/qwen3-5-35b-a3b.md) | 1,390.39 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1390.3944199519408 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1382.009009412996 rank 165 upper 1398.7798304908856 variance 18.304272722606413 votes 5480 ### 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/9480/row` | | | | | 95 | [DeepSeek V3 0324](https://benchize.com/models/deepseek-chat-v3-0324.md) | 1,388.59 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1388.5919752114355 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1381.396170498904 rank 167 upper 1395.787779923967 variance 13.479151509305018 votes 7687 ### 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/9482/row` | | | | | 96 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus.md) | 1,388.47 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1388.465630852353 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1365.8710132895526 rank 168 upper 1411.0602484151532 variance 132.8965808663705 votes 659 ### 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/9483/row` | | | | | 97 | [Qwen3 VL 235B A22B Thinking](https://benchize.com/models/qwen3-vl-235b-a22b-thinking.md) | 1,387.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1387.3794936273118 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1370.7741328911616 rank 170 upper 1403.9848543634623 variance 71.77950306073097 votes 1257 ### 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/9485/row` | | | | | 98 | [Solar Pro 4](https://benchize.com/models/solar-pro4.md) | 1,384.83 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1384.827863798607 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1373.9109892306378 rank 172 upper 1395.744738366576 variance 31.024190521255445 votes 3423 ### 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/9487/row` | | | | | 99 | [GPT-5.4 Nano](https://benchize.com/models/gpt-5-4-nano-high.md)High | 1,381.96 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1381.9647234575102 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1375.2149758488572 rank 174 upper 1388.714471066163 variance 11.859841509972009 votes 11787 ### 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/9489/row` | | | | | 100 | [Qwen3 30B A3B Instruct 2507](https://benchize.com/models/qwen3-30b-a3b-instruct-2507.md) | 1,378.41 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1378.4096804431047 \| rating \| reported \| Higher is better \| ### Configuration category multi_turn config text ### Reported statistics lower 1368.8689934588624 rank 177 upper 1387.9503674273467 variance 23.69534918373534 votes 3929 ### 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/9492/row` | | | | [Next page](https://benchize.com/benchmarks/lmarena%3Atext%3Amulti_turn.md?cursor=%7B%22score%22%3A1378.4096804431047%2C%22id%22%3A%22734e82b6671c8d8e622ac6a593a6c49b0a26d0da5e0ea381115f75dc2b2fe30b%22%7D) --- Cite as: Arena text / multi turn — Benchize, https://benchize.com/benchmarks/lmarena%3Atext%3Amulti_turn (retrieved 2026-10-21)