# Arena text / chinese

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Human pairwise preferences on chinese 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%3Achinese
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 chinese 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: 146 · 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 | 1,611.06 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1611.062615926973 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1579.5238392404513 rank 1 upper 1642.6013926134947 variance 258.93663873833987 votes 361 ### 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/417/row` |  |  |  |
| 2 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,583.86 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1583.8557357264121 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1566.0194598233832 rank 2 upper 1601.6920116294411 variance 82.81560546091968 votes 1198 ### 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/418/row` |  |  |  |
| 3 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5-high.md)High | 1,582.32 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1582.3219498648652 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1561.3686820440419 rank 3 upper 1603.2752176856886 variance 114.28976669124378 votes 860 ### 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/419/row` |  |  |  |
| 4 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-max.md)Max | 1,572.96 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1572.9562190506795 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1560.6026917673544 rank 4 upper 1585.3097463340043 variance 39.727000460798465 votes 2681 ### 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/420/row` |  |  |  |
| 5 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,566.8 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1566.7993910215037 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1557.7216270725062 rank 5 upper 1575.877154970501 variance 21.45169378617114 votes 5563 ### 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/421/row` |  |  |  |
| 6 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,552.6 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1552.6021501977134 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1541.6276634446765 rank 6 upper 1563.5766369507505 variance 31.35250567929395 votes 3409 ### 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/422/row` |  |  |  |
| 7 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,551.58 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1551.5773141938462 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1538.4677166519295 rank 7 upper 1564.6869117357628 variance 44.73861512850259 votes 2289 ### 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/423/row` |  |  |  |
| 8 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,550.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1550.6315448717585 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1541.9624141469021 rank 8 upper 1559.3006755966146 variance 19.563876910456386 votes 5775 ### 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/424/row` |  |  |  |
| 9 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,546.72 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1546.716919271216 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1538.226180519868 rank 9 upper 1555.2076580225641 variance 18.766996578298993 votes 6019 ### 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/425/row` |  |  |  |
| 10 | [Claude Fable 5](https://benchize.com/models/claude-fable-5-high.md)High | 1,542.82 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1542.8240389680766 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1531.7913164017211 rank 10 upper 1553.856761534432 variance 31.686130948599885 votes 3248 ### 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/426/row` |  |  |  |
| 11 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,538.52 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1538.524760470509 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1525.3772517963748 rank 11 upper 1551.672269144643 variance 44.99774497262399 votes 2205 ### 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/427/row` |  |  |  |
| 12 | [Muse Wonder](https://benchize.com/models/muse-wonder-max.md)Max | 1,536.86 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1536.8556872542028 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1508.24456264366 rank 12 upper 1565.466811864746 variance 213.09520411105427 votes 402 ### 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/428/row` |  |  |  |
| 13 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5-xhigh.md)Extra high | 1,534.81 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1534.8055502911807 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1511.768803879181 rank 13 upper 1557.8422967031804 variance 138.14847692546374 votes 685 ### 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/429/row` |  |  |  |
| 14 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,533.73 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1533.7331720562936 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1524.05271394521 rank 14 upper 1543.4136301673775 variance 24.39470878501176 votes 4471 ### 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/430/row` |  |  |  |
| 15 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,531.86 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1531.864299444007 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1516.294720011717 rank 17 upper 1547.4338788762973 variance 63.1041005548488 votes 1519 ### 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/433/row` |  |  |  |
| 16 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,531.31 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1531.3119547784809 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1521.5015124958986 rank 18 upper 1541.122397061063 variance 25.054226082394212 votes 4200 ### 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/434/row` |  |  |  |
| 17 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,530.71 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1530.707536467056 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1518.8304296542897 rank 20 upper 1542.5846432798219 variance 36.721899889158756 votes 2690 ### 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/436/row` |  |  |  |
| 18 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,530.13 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1530.127111729463 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1520.1515923578552 rank 21 upper 1540.102631101071 variance 25.90447831882351 votes 4142 ### 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/437/row` |  |  |  |
| 19 | [MiMo-V2.6-Pro](https://benchize.com/models/mimo-v2-6-pro.md) | 1,529.49 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1529.4924959639334 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1496.8170477244155 rank 22 upper 1562.1679442034513 variance 277.9373585632978 votes 298 ### 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/438/row` |  |  |  |
| 20 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,527.49 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1527.4942473427725 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1520.2980829723165 rank 24 upper 1534.6904117132285 variance 13.480498962439677 votes 8966 ### 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/440/row` |  |  |  |
| 21 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,526.66 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1526.6607111012427 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1515.9670616525216 rank 26 upper 1537.3543605499638 variance 29.768414519010978 votes 3433 ### 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/442/row` |  |  |  |
| 22 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,524.95 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1524.9478295985198 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1514.4668288762214 rank 27 upper 1535.428830320818 variance 28.596265447137498 votes 3620 ### 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/443/row` |  |  |  |
| 23 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,524.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1524.877898942544 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1513.7539113962544 rank 28 upper 1536.0018864888339 variance 32.212527767680434 votes 3238 ### 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/444/row` |  |  |  |
| 24 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,524.57 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1524.5658382044585 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1515.036561390131 rank 29 upper 1534.095115018786 variance 23.63870624224753 votes 4508 ### 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/445/row` |  |  |  |
| 25 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,523.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1523.1762278313356 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1512.804558076067 rank 30 upper 1533.5478975866042 variance 28.002781894435675 votes 3452 ### 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/446/row` |  |  |  |
| 26 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,519.56 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1519.5584750610408 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1509.6606124856573 rank 33 upper 1529.4563376364245 variance 25.50272907610585 votes 4135 ### 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/449/row` |  |  |  |
| 27 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,515.36 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1515.3592441773183 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1504.6581032959944 rank 34 upper 1526.060385058642 variance 29.810137634443322 votes 3542 ### 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/450/row` |  |  |  |
| 28 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,513.8 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1513.8046750278957 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1503.3444060293161 rank 36 upper 1524.2649440264754 variance 28.4832488463005 votes 3583 ### 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/452/row` |  |  |  |
| 29 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,510.35 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1510.3464401288124 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1498.3193771060526 rank 39 upper 1522.373503151572 variance 37.655029431579244 votes 2473 ### 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/455/row` |  |  |  |
| 30 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2-xhigh.md)Extra high | 1,509.45 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1509.4507744503828 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1488.330262017108 rank 40 upper 1530.5712868836574 variance 116.1215221261973 votes 821 ### 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/456/row` |  |  |  |
| 31 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,508.69 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1508.687921162429 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1489.9759710819894 rank 42 upper 1527.3998712428686 variance 91.14690333960074 votes 1002 ### 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/458/row` |  |  |  |
| 32 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,508.62 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1508.6238840175863 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1498.9447074892084 rank 43 upper 1518.3030605459642 variance 24.388250047822034 votes 4367 ### 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/459/row` |  |  |  |
| 33 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,507.37 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1507.3748268707816 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1500.715589378647 rank 45 upper 1514.0340643629158 variance 11.543907157811338 votes 9314 ### 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/461/row` |  |  |  |
| 34 | [MiMo-V2.5-Pro](https://benchize.com/models/mimo-v2-5-pro.md) | 1,506.75 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1506.7547194986585 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1497.7587833222367 rank 47 upper 1515.7506556750805 variance 21.06670186188116 votes 4991 ### 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/463/row` |  |  |  |
| 35 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,506.16 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1506.156793375171 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1496.5361190154063 rank 48 upper 1515.777467734936 variance 24.094329643214014 votes 4395 ### 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/464/row` |  |  |  |
| 36 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,506.01 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1506.0115083937567 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1496.3698676510442 rank 49 upper 1515.6531491364692 variance 24.199461858278237 votes 4368 ### 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/465/row` |  |  |  |
| 37 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,501.04 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1501.0396707876837 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1487.2327153553067 rank 50 upper 1514.8466262200607 variance 49.62490220764628 votes 1916 ### 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/466/row` |  |  |  |
| 38 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,500.78 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1500.7768409538821 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1482.3683070598818 rank 51 upper 1519.1853748478825 variance 88.21495581340926 votes 1031 ### 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/467/row` |  |  |  |
| 39 | [Step 5 Preview](https://benchize.com/models/step-5-preview.md) | 1,499.79 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1499.7891313088298 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1478.0850484470095 rank 53 upper 1521.4932141706502 variance 122.62716714158128 votes 710 ### 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/469/row` |  |  |  |
| 40 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,498.4 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1498.4034115453726 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1490.529956931363 rank 55 upper 1506.2768661593823 variance 16.137433837613884 votes 6635 ### 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/471/row` |  |  |  |
| 41 | [Gemma 4 26B A4B](https://benchize.com/models/gemma-4-26b-a4b-it.md) | 1,495.49 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1495.4874189257196 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1470.5866953632205 rank 57 upper 1520.3881424882186 variance 161.40900186038027 votes 523 ### 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/473/row` |  |  |  |
| 42 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,495 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1495.0024944472154 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1484.7026634200533 rank 58 upper 1505.3023254743778 variance 27.616206274709928 votes 3427 ### 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/474/row` |  |  |  |
| 43 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,490.78 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1490.7830506533203 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1481.373474269183 rank 65 upper 1500.1926270374574 variance 23.0485687499611 votes 4524 ### 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/481/row` |  |  |  |
| 44 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,489.23 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1489.2307060683881 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1470.8843160710082 rank 68 upper 1507.5770960657678 variance 87.62036550352428 votes 1020 ### 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/484/row` |  |  |  |
| 45 | [Qwen3.6 Max Preview](https://benchize.com/models/qwen3-6-max-preview.md) | 1,488 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1487.9951326135467 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1457.0274345477133 rank 69 upper 1518.9628306793802 variance 249.64430656667682 votes 357 ### 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/485/row` |  |  |  |
| 46 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol-max.md)Max | 1,486.51 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1486.505085301317 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1463.900998957232 rank 70 upper 1509.109171645402 variance 133.00799079203068 votes 681 ### 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/486/row` |  |  |  |
| 47 | [Hy3](https://benchize.com/models/hy3.md) | 1,484.96 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1484.960800662788 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1465.9182481014357 rank 72 upper 1504.00335322414 variance 94.39612006210082 votes 973 ### 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/488/row` |  |  |  |
| 48 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro.md) | 1,481.11 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1481.1120026844856 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1470.395902654021 rank 73 upper 1491.8281027149499 variance 29.893539205548244 votes 3391 ### 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/489/row` |  |  |  |
| 49 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro-high-budget-20260813.md)High · 20260813 tokens | 1,481 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1481.000792219238 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text reasoningBudget 20260813 Reasoning effort high thinkingEnabled true ### Reported statistics lower 1458.6608725999665 rank 74 upper 1503.3407118385096 variance 129.91731315899713 votes 711 ### 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/490/row` |  |  |  |
| 50 | [Qwen3 235B A22B Thinking 2507](https://benchize.com/models/qwen3-235b-a22b-thinking-2507.md) | 1,480.94 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1480.9356580903761 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1454.9462278799401 rank 75 upper 1506.9250883008121 variance 175.83176449124966 votes 536 ### 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/491/row` |  |  |  |
| 51 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,478.1 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1478.102805952251 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1464.9663120029259 rank 77 upper 1491.2392999015763 variance 44.92238009972406 votes 2057 ### 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/493/row` |  |  |  |
| 52 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,477.77 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1477.7706843000926 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1467.7212889724585 rank 79 upper 1487.8200796277265 variance 26.28958194398229 votes 3923 ### 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/495/row` |  |  |  |
| 53 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,476.91 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1476.9062331975501 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1468.734309415406 rank 80 upper 1485.078156979694 variance 17.384108855058656 votes 5993 ### 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/496/row` |  |  |  |
| 54 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,475.4 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1475.397316425635 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1450.4535668038118 rank 85 upper 1500.341066047458 variance 161.9672822846453 votes 522 ### 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/501/row` |  |  |  |
| 55 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,469.99 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1469.990544186321 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1458.8878252064562 rank 86 upper 1481.0932631661858 variance 32.08946769955866 votes 3207 ### 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/502/row` |  |  |  |
| 56 | [MiMo-V2.5](https://benchize.com/models/mimo-v2-5.md) | 1,468.93 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1468.9333204605527 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1456.9809651269682 rank 88 upper 1480.8856757941373 variance 37.18868395794837 votes 2604 ### 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/504/row` |  |  |  |
| 57 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1-thinking.md)Thinking | 1,468.68 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1468.681964738315 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text thinkingEnabled true ### Reported statistics lower 1450.5568692700797 rank 89 upper 1486.8070602065502 variance 85.51935633486261 votes 1143 ### 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/505/row` |  |  |  |
| 58 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,467.62 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1467.6190755382756 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1448.7524144871886 rank 90 upper 1486.4857365893627 variance 92.66034489269558 votes 1001 ### 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/506/row` |  |  |  |
| 59 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,467.54 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1467.5372546289009 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1455.5993597594131 rank 91 upper 1479.4751494983886 variance 37.09875351187333 votes 2749 ### 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/507/row` |  |  |  |
| 60 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,466.21 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1466.214794935511 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1456.190205341432 rank 94 upper 1476.23938452959 variance 26.159956730073503 votes 3612 ### 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/510/row` |  |  |  |
| 61 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,465.57 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1465.5657881927964 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1455.7420150232565 rank 95 upper 1475.3895613623363 variance 25.12236204815907 votes 4220 ### 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/511/row` |  |  |  |
| 62 | [Qwen3 235B A22B Instruct 2507](https://benchize.com/models/qwen3-235b-a22b-2507.md) | 1,464.77 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1464.7738144188384 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1457.5440864545897 rank 97 upper 1472.0035423830873 variance 13.606540868137266 votes 7316 ### 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/513/row` |  |  |  |
| 63 | [DeepSeek V4 Flash](https://benchize.com/models/deepseek-v4-flash.md) | 1,462.92 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1462.924407882446 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1451.64635104496 rank 102 upper 1474.2024647199319 variance 33.11100599187983 votes 3008 ### 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/518/row` |  |  |  |
| 64 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,462.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1462.6088696547583 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1449.6246594887123 rank 103 upper 1475.5930798208046 variance 43.886898572973394 votes 2124 ### 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/519/row` |  |  |  |
| 65 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,462.58 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1462.583479308842 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1439.4228768284459 rank 104 upper 1485.7440817892384 variance 139.63796887923314 votes 714 ### 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/520/row` |  |  |  |
| 66 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-off.md)Non-thinking | 1,462.17 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1462.174762117619 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text thinkingEnabled false ### Reported statistics lower 1451.8887990082924 rank 106 upper 1472.4607252269454 variance 27.54189021016422 votes 3373 ### 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/522/row` |  |  |  |
| 67 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp.md) | 1,461.25 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1461.25236484485 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1443.2775556575796 rank 107 upper 1479.2271740321205 variance 84.107049014364 votes 1030 ### 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/523/row` |  |  |  |
| 68 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,460.15 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1460.147833039032 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1450.5392526328346 rank 108 upper 1469.7564134452293 variance 24.03379073725861 votes 4190 ### 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/524/row` |  |  |  |
| 69 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp-thinking.md)Thinking | 1,459.73 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1459.7275130815526 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text thinkingEnabled true ### Reported statistics lower 1433.7430301721206 rank 110 upper 1485.7119959909846 variance 175.76482882837774 votes 517 ### 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/526/row` |  |  |  |
| 70 | [Qwen3 Next 80B A3B Instruct](https://benchize.com/models/qwen3-next-80b-a3b-instruct.md) | 1,459.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1459.6302211529937 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1445.41144337103 rank 111 upper 1473.8489989349575 variance 52.62939186637918 votes 1729 ### 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/527/row` |  |  |  |
| 71 | [Qwen3.5-35B-A3B](https://benchize.com/models/qwen3-5-35b-a3b.md) | 1,456.59 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1456.5910568758284 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1443.6173803553825 rank 116 upper 1469.564733396274 variance 43.81571957779179 votes 2097 ### 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/532/row` |  |  |  |
| 72 | [MiMo-V2-Pro](https://benchize.com/models/mimo-v2-pro.md) | 1,456.11 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1456.11121858281 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1440.683142985475 rank 120 upper 1471.539294180145 variance 61.96227208133235 votes 1564 ### 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/536/row` |  |  |  |
| 73 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2.md) | 1,455.17 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1455.1655650201603 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1445.1212575221778 rank 121 upper 1465.2098725181427 variance 26.262968789496625 votes 3732 ### 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/537/row` |  |  |  |
| 74 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1.md) | 1,451.22 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1451.224068002589 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1435.319888327236 rank 123 upper 1467.1282476779425 variance 65.84554018470918 votes 1396 ### 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/539/row` |  |  |  |
| 75 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,449.47 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1449.4660813691382 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1442.9002474064844 rank 125 upper 1456.031915331792 variance 11.222344853185284 votes 9162 ### 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/541/row` |  |  |  |
| 76 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2-thinking.md)Thinking | 1,447.89 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1447.8931527761022 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text thinkingEnabled true ### Reported statistics lower 1437.308057319191 rank 130 upper 1458.4782482330136 variance 29.167108398594706 votes 3129 ### 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/546/row` |  |  |  |
| 77 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,446.64 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.6411258198486 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1438.9189586817592 rank 132 upper 1454.363292957938 variance 15.523234295093571 votes 6543 ### 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/548/row` |  |  |  |
| 78 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,446.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.5523107433846 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1436.3774993583718 rank 133 upper 1456.7271221283975 variance 26.949862422807186 votes 3579 ### 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/549/row` |  |  |  |
| 79 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,446.29 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.2852679462762 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1436.1751316484585 rank 134 upper 1456.395404244094 variance 26.608343530800244 votes 3943 ### 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/550/row` |  |  |  |
| 80 | [Step 3.5 Flash](https://benchize.com/models/step-3-5-flash.md) | 1,446.09 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.0912161869344 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1436.074084511208 rank 135 upper 1456.1083478626606 variance 26.121047157472702 votes 3672 ### 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/551/row` |  |  |  |
| 81 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,445.28 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1445.279799405149 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1436.707202459665 rank 137 upper 1453.8523963506334 variance 19.130601633377637 votes 5357 ### 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/553/row` |  |  |  |
| 82 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,443.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1443.8774140058597 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1420.4035099021985 rank 138 upper 1467.3513181095207 variance 143.44138505389708 votes 617 ### 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/554/row` |  |  |  |
| 83 | [R1 0528](https://benchize.com/models/deepseek-r1-0528.md) | 1,442.11 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1442.1054447292297 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1424.479951918155 rank 139 upper 1459.7309375403047 variance 80.86979747374168 votes 1186 ### 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/555/row` |  |  |  |
| 84 | [MiniMax M2.7](https://benchize.com/models/minimax-m2-7.md) | 1,441.54 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.537715664601 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1432.9725062072398 rank 140 upper 1450.1029251219618 variance 19.09764401306517 votes 5669 ### 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/556/row` |  |  |  |
| 85 | [Qwen3 VL 235B A22B Thinking](https://benchize.com/models/qwen3-vl-235b-a22b-thinking.md) | 1,441.53 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.5301991708848 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1413.9135588270776 rank 141 upper 1469.146839514692 variance 198.5388518993382 votes 444 ### 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/557/row` |  |  |  |
| 86 | [Hy3 preview](https://benchize.com/models/hy3-preview.md) | 1,434.51 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1434.508588151864 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1405.9296855726145 rank 146 upper 1463.0874907311136 variance 212.61549602831758 votes 458 ### 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/562/row` |  |  |  |
| 87 | [Qwen3 30B A3B Instruct 2507](https://benchize.com/models/qwen3-30b-a3b-instruct-2507.md) | 1,432.47 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1432.4712104954249 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1418.1012439335977 rank 147 upper 1446.8411770572518 variance 53.754562687390035 votes 1753 ### 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/563/row` |  |  |  |
| 88 | [GPT-5.3 Chat](https://benchize.com/models/gpt-5-3-chat.md) | 1,431.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1431.4648522713142 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1418.7146963417042 rank 149 upper 1444.2150082009239 variance 42.318942833282684 votes 2281 ### 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/565/row` |  |  |  |
| 89 | [Nemotron 3 Super](https://benchize.com/models/nemotron-3-super-120b-a12b.md) | 1,430.85 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1430.847394104587 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1407.83945687453 rank 150 upper 1453.855331334644 variance 137.803162884509 votes 583 ### 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/566/row` |  |  |  |
| 90 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-thinking.md)Thinking | 1,429.01 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.011129384417 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text thinkingEnabled true ### Reported statistics lower 1409.0529106867307 rank 152 upper 1448.9693480821034 variance 103.69250646104891 votes 792 ### 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/568/row` |  |  |  |
| 91 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,426.69 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1426.6852150962122 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1417.412541765013 rank 155 upper 1435.9578884274117 variance 22.382765173465728 votes 5366 ### 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/571/row` |  |  |  |
| 92 | [Beam 1.0 501B A23B](https://benchize.com/models/beam-1-0-501b-a23b.md) | 1,424.48 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1424.4820866529615 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1382.8981542004567 rank 160 upper 1466.0660191054662 variance 450.1475920811831 votes 205 ### 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/576/row` |  |  |  |
| 93 | [Qwen3 235B A22B](https://benchize.com/models/qwen3-235b-a22b-off.md)Non-thinking | 1,424.48 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1424.4778523475743 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text thinkingEnabled false ### Reported statistics lower 1412.49899325637 rank 161 upper 1436.4567114387785 variance 37.35379495777034 votes 2576 ### 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/577/row` |  |  |  |
| 94 | [Solar Pro 4](https://benchize.com/models/solar-pro4.md) | 1,422.43 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1422.4279500862458 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1408.0140125931218 rank 162 upper 1436.8418875793698 variance 54.08403519425086 votes 1822 ### 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/578/row` |  |  |  |
| 95 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,421.83 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1421.8314550348036 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1409.5086423089092 rank 163 upper 1434.1542677606983 variance 39.529699670197196 votes 2343 ### 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/579/row` |  |  |  |
| 96 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,421.75 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1421.7501184600767 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1408.854827344444 rank 164 upper 1434.6454095757092 variance 43.287860346468065 votes 2243 ### 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/580/row` |  |  |  |
| 97 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,411.78 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1411.7773506017397 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1393.4290357650284 rank 173 upper 1430.1256654384513 variance 87.63875211507728 votes 1135 ### 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/589/row` |  |  |  |
| 98 | [Qwen3 Next 80B A3B Thinking](https://benchize.com/models/qwen3-next-80b-a3b-thinking.md) | 1,407 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1407.0038100779068 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1389.1387539100815 rank 175 upper 1424.8688662457319 variance 83.08308035484308 votes 1059 ### 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/591/row` |  |  |  |
| 99 | [DeepSeek R1](https://benchize.com/models/deepseek-r1.md) | 1,400.24 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1400.2368304478275 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1382.1947621819718 rank 181 upper 1418.278898713683 variance 84.73765892171498 votes 1151 ### 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/597/row` |  |  |  |
| 100 | [Ring Flash 2.0](https://benchize.com/models/ring-flash-2-0.md) | 1,398.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1398.5484610050273 \| rating \| reported \| Higher is better \| ### Configuration category chinese config text ### Reported statistics lower 1371.9647147550495 rank 182 upper 1425.1322072550054 variance 183.96541461702378 votes 442 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Ring-flash-2.0 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/598/row` |  |  |  |

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