# Arena text / longer query > Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/lmarena%3Atext%3Alonger_query. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/lmarena%3Atext%3Alonger_query. Human pairwise preferences on longer query 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%3Alonger_query 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 longer query 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: 150 · 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 | 1,546.82 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1546.8188818443746 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1533.191741178497 rank 1 upper 1560.446022510252 variance 48.34074017069808 votes 2063 ### 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/8518/row` | | | | | 2 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5-high.md)High | 1,531.89 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1531.8923603035817 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1521.4858431473635 rank 2 upper 1542.2988774597998 variance 28.191269092686422 votes 4043 ### 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/8519/row` | | | | | 3 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,523.8 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1523.7980788906405 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1515.507623390306 rank 3 upper 1532.0885343909752 variance 17.892070593798305 votes 6456 ### 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/8520/row` | | | | | 4 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,517.62 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1517.6162867741198 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1512.89736126068 rank 4 upper 1522.3352122875594 variance 5.796823300937639 votes 35006 ### 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/8521/row` | | | | | 5 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-max.md)Max | 1,517.16 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1517.163352225774 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1510.9801195372747 rank 5 upper 1523.3465849142729 variance 9.952564446132671 votes 15833 ### 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/8522/row` | | | | | 6 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,514.89 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1514.894703459426 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1510.3073290613966 rank 6 upper 1519.4820778574554 variance 5.478128192948767 votes 37950 ### 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/8523/row` | | | | | 7 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,513.09 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1513.094882745197 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1507.9104409687568 rank 7 upper 1518.2793245216376 variance 6.996934703166742 votes 32535 ### 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/8524/row` | | | | | 8 | [Claude Fable 5](https://benchize.com/models/claude-fable-5-high.md)High | 1,509.67 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1509.6697131891863 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1504.097664182844 rank 8 upper 1515.2417621955285 variance 8.082275921278796 votes 20128 ### 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/8525/row` | | | | | 9 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,506.91 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1506.9133001237606 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1500.8634092434472 rank 9 upper 1512.963191004074 variance 9.527937528973842 votes 19059 ### 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/8526/row` | | | | | 10 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,505.18 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1505.1763824408342 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1500.0445170085065 rank 10 upper 1510.3082478731621 variance 6.8557399792097105 votes 30103 ### 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/8527/row` | | | | | 11 | [MiMo-V2.6-Pro](https://benchize.com/models/mimo-v2-6-pro.md) | 1,500.71 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1500.7086801871162 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1486.110802070968 rank 11 upper 1515.3065583032646 variance 55.473208341047496 votes 1648 ### 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/8528/row` | | | | | 12 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,498.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1498.8515347810956 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1493.7330136248584 rank 12 upper 1503.9700559373327 variance 6.820132676084294 votes 30835 ### 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/8529/row` | | | | | 13 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5-xhigh.md)Extra high | 1,495.26 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1495.2598441390867 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1484.4036211661933 rank 13 upper 1506.11606711198 variance 30.680421875739995 votes 3434 ### 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/8530/row` | | | | | 14 | [Muse Wonder](https://benchize.com/models/muse-wonder-max.md)Max | 1,493.04 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1493.0373485219725 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1480.1649705473053 rank 15 upper 1505.9097264966395 variance 43.13416398740775 votes 2257 ### 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/8532/row` | | | | | 15 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,492.09 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1492.0863768469255 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1485.6409708784402 rank 16 upper 1498.5317828154111 variance 10.814448374350004 votes 13535 ### 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/8533/row` | | | | | 16 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,488.28 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1488.2846347010743 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1481.850113742403 rank 17 upper 1494.7191556597459 variance 10.77795230930019 votes 13032 ### 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/8534/row` | | | | | 17 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,488.07 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1488.074611500391 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1480.6910212411644 rank 18 upper 1495.4582017596179 variance 14.191849414722224 votes 8715 ### 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/8535/row` | | | | | 18 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,484.25 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1484.2472526117854 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1479.2543876285717 rank 19 upper 1489.240117594999 variance 6.489383826349944 votes 32009 ### 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/8536/row` | | | | | 19 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,483.33 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1483.33353165987 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1478.207678112247 rank 20 upper 1488.4593852074927 variance 6.8396866445985145 votes 30196 ### 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/8537/row` | | | | | 20 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,482.6 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1482.6018166023598 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1477.301523467218 rank 22 upper 1487.9021097375014 variance 7.313135095211981 votes 22814 ### 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/8539/row` | | | | | 21 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,482.36 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1482.3594101800056 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1478.2318873496206 rank 23 upper 1486.4869330103909 variance 4.434889324746742 votes 57242 ### 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/8540/row` | | | | | 22 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,482.29 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1482.290624878899 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1477.3628554012187 rank 24 upper 1487.2183943565792 variance 6.3212735470034165 votes 33397 ### 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/8541/row` | | | | | 23 | [MiMo-V2.5-Pro](https://benchize.com/models/mimo-v2-5-pro.md) | 1,481.21 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1481.2105193219159 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1476.4401083775147 rank 27 upper 1485.980930266317 variance 5.924004822300949 votes 34292 ### 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/8544/row` | | | | | 24 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,480.81 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1480.8101846944244 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1475.1101391144953 rank 28 upper 1486.5102302743537 variance 8.457859664730082 votes 19254 ### 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/8545/row` | | | | | 25 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,479.84 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1479.836246740046 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1474.7256024952626 rank 30 upper 1484.946890984829 variance 6.7991577720509255 votes 30850 ### 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/8547/row` | | | | | 26 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,478.87 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1478.870770222512 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1473.9328283204688 rank 32 upper 1483.8087121245549 variance 6.347398570719424 votes 31084 ### 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/8549/row` | | | | | 27 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,476.97 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1476.9740475120245 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1471.5745177879799 rank 34 upper 1482.3735772360692 variance 7.5895441293766215 votes 22640 ### 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/8551/row` | | | | | 28 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,474.59 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1474.5897481675925 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1468.6938208768431 rank 38 upper 1480.485675458342 variance 9.049155604776882 votes 17142 ### 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/8555/row` | | | | | 29 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,473.47 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1473.468680562838 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1465.0466150988905 rank 39 upper 1481.8907460267856 variance 18.464648455140903 votes 5836 ### 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/8556/row` | | | | | 30 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,473.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1473.3786763166363 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1468.1440539244695 rank 40 upper 1478.613298708803 variance 7.133037959684084 votes 28436 ### 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/8557/row` | | | | | 31 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2-xhigh.md)Extra high | 1,472.73 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1472.7303889690024 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1462.9257858225772 rank 41 upper 1482.534992115428 variance 25.02441060699041 votes 4199 ### 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/8558/row` | | | | | 32 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,471.15 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1471.1526057573988 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1464.77929947109 rank 42 upper 1477.5259120437072 variance 10.573856161175781 votes 11157 ### 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/8559/row` | | | | | 33 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,463.91 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1463.9051576290042 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1458.7479089375174 rank 45 upper 1469.062406320491 variance 6.923727497106384 votes 29935 ### 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/8562/row` | | | | | 34 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,462.38 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1462.3838396476872 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1457.0393400824898 rank 46 upper 1467.7283392128843 variance 7.435632382291827 votes 23486 ### 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/8563/row` | | | | | 35 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,461.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1461.8485292756816 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1456.3823333787188 rank 47 upper 1467.3147251726446 variance 7.77811216484025 votes 20636 ### 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/8564/row` | | | | | 36 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,460.19 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1460.1886564751535 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1451.48949284165 rank 50 upper 1468.887820108657 variance 19.699663970053138 votes 5537 ### 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/8567/row` | | | | | 37 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,459.24 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1459.2445306391828 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1450.2721291574135 rank 51 upper 1468.216932120952 variance 20.956618854372607 votes 5153 ### 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/8568/row` | | | | | 38 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol-max.md)Max | 1,458.34 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1458.3383873196149 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1446.773104847834 rank 52 upper 1469.9036697913957 variance 34.8190010345896 votes 2980 ### 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/8569/row` | | | | | 39 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro.md) | 1,457.75 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1457.7503078032023 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1452.4553528749834 rank 53 upper 1463.045262731421 variance 7.298411619261288 votes 25924 ### 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/8570/row` | | | | | 40 | [DeepSeek V4 Pro](https://benchize.com/models/deepseek-v4-pro-high-budget-20260813.md)High · 20260813 tokens | 1,457.59 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1457.591608852711 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text reasoningBudget 20260813 Reasoning effort high thinkingEnabled true ### Reported statistics lower 1448.3801659743704 rank 54 upper 1466.803051731052 variance 22.08813991284806 votes 4568 ### 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/8571/row` | | | | | 41 | [Qwen3.6 Max Preview](https://benchize.com/models/qwen3-6-max-preview.md) | 1,457.1 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1457.0995388606332 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1444.1368218447153 rank 55 upper 1470.0622558765513 variance 43.741724245375856 votes 2304 ### 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/8572/row` | | | | | 42 | [MiMo-V2-Pro](https://benchize.com/models/mimo-v2-pro.md) | 1,455.15 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1455.1501362567324 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1448.3322241336953 rank 57 upper 1461.9680483797695 variance 12.100591959243667 votes 9987 ### 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/8574/row` | | | | | 43 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,453.56 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1453.5576964019074 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1447.9930208169874 rank 60 upper 1459.1223719868271 variance 8.06089972866318 votes 20928 ### 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/8577/row` | | | | | 44 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,451.64 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1451.638603143852 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1444.5395761060684 rank 61 upper 1458.7376301816355 variance 13.119022547292682 votes 8458 ### 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/8578/row` | | | | | 45 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,449.13 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1449.1335467171357 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1445.219832694383 rank 63 upper 1453.0472607398883 variance 3.9873282955359777 votes 34001 ### 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/8580/row` | | | | | 46 | [Step 5 Preview](https://benchize.com/models/step-5-preview.md) | 1,448.58 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1448.5836104482355 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1438.381055531172 rank 64 upper 1458.7861653652992 variance 27.09703050178487 votes 3705 ### 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/8581/row` | | | | | 47 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,448.46 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1448.4598575470845 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1441.6930595676079 rank 65 upper 1455.2266555265612 variance 11.919834894071622 votes 11101 ### 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/8582/row` | | | | | 48 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,447.78 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1447.783205625188 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1441.4674166300279 rank 66 upper 1454.098994620348 variance 10.383865217167239 votes 10938 ### 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/8583/row` | | | | | 49 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,446.08 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1446.0794105616662 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1432.6676356331072 rank 68 upper 1459.491185490225 variance 46.824843146911185 votes 1797 ### 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/8585/row` | | | | | 50 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,445.66 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1445.6567692439367 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1440.64832193453 rank 69 upper 1450.6652165533435 variance 6.529952713789778 votes 29633 ### 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/8586/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` \| 1444.8858239162437 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1439.1437521063037 rank 71 upper 1450.6278957261836 variance 8.583038426154502 votes 21277 ### 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/8588/row` | | | | | 52 | [Hy3](https://benchize.com/models/hy3.md) | 1,441.66 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.659243242107 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1433.234736106105 rank 74 upper 1450.0837503781095 variance 18.475356315736633 votes 5770 ### 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/8591/row` | | | | | 53 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,441.37 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.3747777331266 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1433.815189141822 rank 75 upper 1448.9343663244315 variance 14.876478529960842 votes 9194 ### 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/8592/row` | | | | | 54 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,441.31 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1441.3075734847832 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1437.01675711605 rank 76 upper 1445.5983898535164 variance 4.792737855474877 votes 41898 ### 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/8593/row` | | | | | 55 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,436.43 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1436.4303222247133 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1430.7113285848602 rank 84 upper 1442.1493158645665 variance 8.514184266791451 votes 19340 ### 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/8601/row` | | | | | 56 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,435.01 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1435.01058213254 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1429.042344341748 rank 86 upper 1440.978819923332 variance 9.272483186739096 votes 17104 ### 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/8603/row` | | | | | 57 | [DeepSeek V4 Flash](https://benchize.com/models/deepseek-v4-flash.md) | 1,434.37 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1434.370198356563 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1428.8506498303245 rank 88 upper 1439.8897468828015 variance 7.930689187499126 votes 23342 ### 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/8605/row` | | | | | 58 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,429.92 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.9199725387564 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1423.9254300503019 rank 91 upper 1435.9145150272109 variance 9.354399285059458 votes 12218 ### 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/8608/row` | | | | | 59 | [Beam 1.0 501B A23B](https://benchize.com/models/beam-1-0-501b-a23b.md) | 1,429.32 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1429.3227568128082 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1415.1635159158027 rank 92 upper 1443.4819977098132 variance 52.18957488217981 votes 1856 ### 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/8609/row` | | | | | 60 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,428.77 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1428.7666199841165 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1424.2370524777796 rank 93 upper 1433.2961874904531 variance 5.340934981246102 votes 36499 ### 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/8610/row` | | | | | 61 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2.md) | 1,428.24 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1428.237285924479 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1422.5247351021114 rank 95 upper 1433.9498367468466 variance 8.495011510298019 votes 13730 ### 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/8612/row` | | | | | 62 | [Gemma 4 26B A4B](https://benchize.com/models/gemma-4-26b-a4b-it.md) | 1,427.06 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1427.0577306626355 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1413.3348871653438 rank 99 upper 1440.7805741599273 variance 49.02211436881574 votes 1712 ### 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/8616/row` | | | | | 63 | [Qwen3 235B A22B Instruct 2507](https://benchize.com/models/qwen3-235b-a22b-2507.md) | 1,426.09 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1426.0926612664632 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1421.923964840964 rank 101 upper 1430.2613576919625 variance 4.523810015704083 votes 27124 ### 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/8618/row` | | | | | 64 | [DeepSeek V3.2](https://benchize.com/models/deepseek-v3-2-thinking.md)Thinking | 1,425.93 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1425.9273958045035 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text thinkingEnabled true ### Reported statistics lower 1419.9813997451083 rank 102 upper 1431.8733918638986 variance 9.20350075025782 votes 11724 ### 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/8619/row` | | | | | 65 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1-thinking.md)Thinking | 1,421.61 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1421.6131472566597 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text thinkingEnabled true ### Reported statistics lower 1409.655616238193 rank 109 upper 1433.5706782751263 variance 37.22089829190303 votes 2375 ### 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/8626/row` | | | | | 66 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus-thinking.md)Thinking | 1,421.56 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1421.560842082834 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text thinkingEnabled true ### Reported statistics lower 1399.3284855470797 rank 110 upper 1443.7931986185881 variance 128.66926347620736 votes 680 ### 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/8627/row` | | | | | 67 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,419.34 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1419.3437398788342 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1406.558228247743 rank 111 upper 1432.1292515099253 variance 42.55396590174263 votes 2250 ### 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/8628/row` | | | | | 68 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,418.9 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1418.9020539600226 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1414.9986910165862 rank 112 upper 1422.8054169034592 variance 3.96626463522519 votes 33317 ### 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/8629/row` | | | | | 69 | [MiniMax M2.7](https://benchize.com/models/minimax-m2-7.md) | 1,418.35 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1418.3496349811378 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1413.8098293545575 rank 113 upper 1422.8894406077184 variance 5.365106353894842 votes 36817 ### 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/8630/row` | | | | | 70 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp.md) | 1,417.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1417.719870254742 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1407.0780294607312 rank 114 upper 1428.361711048753 variance 29.480668873761516 votes 3061 ### 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/8631/row` | | | | | 71 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,415.85 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1415.849152200511 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1407.1971076734355 rank 117 upper 1424.5011967275866 variance 19.48683507818298 votes 5776 ### 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/8634/row` | | | | | 72 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,415.19 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1415.1875563362166 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1406.182243095681 rank 119 upper 1424.1928695767522 variance 21.110643207549078 votes 5098 ### 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/8636/row` | | | | | 73 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,414.55 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1414.5481018189305 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1410.3159942693458 rank 121 upper 1418.780209368515 variance 4.6624824441084 votes 32739 ### 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/8638/row` | | | | | 74 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,413 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.9964684191973 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1406.6301783633137 rank 123 upper 1419.362758475081 variance 10.55058793219581 votes 11054 ### 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/8640/row` | | | | | 75 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,412.73 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1412.7330091404344 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1408.0611459569552 rank 124 upper 1417.4048723239137 variance 5.681775237982269 votes 34079 ### 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/8641/row` | | | | | 76 | [DeepSeek V3.2 Exp](https://benchize.com/models/deepseek-v3-2-exp-thinking.md)Thinking | 1,410.83 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.8333679527882 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text thinkingEnabled true ### Reported statistics lower 1398.250488867061 rank 128 upper 1423.4162470385152 variance 41.21581239739049 votes 2110 ### 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/8645/row` | | | | | 77 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,410.42 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1410.4225588263564 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1404.1394369318095 rank 129 upper 1416.7056807209035 variance 10.276726260624399 votes 11736 ### 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/8646/row` | | | | | 78 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-off.md)Non-thinking | 1,409.27 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1409.2713017086542 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text thinkingEnabled false ### Reported statistics lower 1403.9034902325725 rank 132 upper 1414.639113184736 variance 7.50064009212735 votes 16450 ### 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/8649/row` | | | | | 79 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,408.48 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1408.4760775103475 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1403.0460228809459 rank 134 upper 1413.9061321397494 variance 7.675597905526808 votes 17221 ### 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/8651/row` | | | | | 80 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,407.64 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1407.6373180848589 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort max thinkingEnabled true ### Reported statistics lower 1401.9628308963197 rank 135 upper 1413.311805273398 variance 8.382181446130037 votes 27335 ### 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/8652/row` | | | | | 81 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,407.55 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1407.5459326051339 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1402.3348960988021 rank 136 upper 1412.7569691114657 variance 7.0689034395053 votes 27798 ### 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/8653/row` | | | | | 82 | [Qwen3 Next 80B A3B Instruct](https://benchize.com/models/qwen3-next-80b-a3b-instruct.md) | 1,402.36 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1402.3640375806208 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1394.1597966316283 rank 143 upper 1410.5682785296133 variance 17.52187715420146 votes 5398 ### 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/8660/row` | | | | | 83 | [Step 3.5 Flash](https://benchize.com/models/step-3-5-flash.md) | 1,401.95 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1401.9548936452557 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1396.8334531850583 rank 145 upper 1407.0763341054528 variance 6.827914501139254 votes 22820 ### 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/8662/row` | | | | | 84 | [Hy3 preview](https://benchize.com/models/hy3-preview.md) | 1,401.51 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1401.5148484719684 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1390.2194086620868 rank 147 upper 1412.8102882818503 variance 33.21315324567377 votes 3060 ### 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/8664/row` | | | | | 85 | [Qwen3 235B A22B Thinking 2507](https://benchize.com/models/qwen3-235b-a22b-thinking-2507.md) | 1,399.67 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1399.6660352698018 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1385.51284254668 rank 149 upper 1413.8192279929235 variance 52.144998451820136 votes 1639 ### 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/8666/row` | | | | | 86 | [DeepSeek V3.1](https://benchize.com/models/deepseek-v3-1.md) | 1,399.49 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1399.4910049254177 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1389.1353042116841 rank 150 upper 1409.8467056391512 variance 27.916617690839804 votes 3239 ### 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/8667/row` | | | | | 87 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,398.59 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1398.5877220626123 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1391.1178357527854 rank 152 upper 1406.0576083724395 variance 14.525523788293343 votes 6847 ### 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/8669/row` | | | | | 88 | [DeepSeek V3.1 Terminus](https://benchize.com/models/deepseek-v3-1-terminus.md) | 1,395.58 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1395.5800095978834 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1375.919825289551 rank 154 upper 1415.2401939062158 variance 100.61876622375435 votes 842 ### 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/8671/row` | | | | | 89 | [GPT-5.3 Chat](https://benchize.com/models/gpt-5-3-chat.md) | 1,394.97 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1394.9736279740384 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1388.7911004763303 rank 156 upper 1401.1561554717466 variance 9.95029441784076 votes 13434 ### 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/8673/row` | | | | | 90 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,394.34 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1394.3375488596935 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1389.163282418771 rank 157 upper 1399.511815300616 variance 6.969496342751428 votes 27222 ### 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/8674/row` | | | | | 91 | [MiMo-V2-Flash](https://benchize.com/models/mimo-v2-flash-thinking.md)Thinking | 1,392.79 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1392.785982080356 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text thinkingEnabled true ### Reported statistics lower 1382.1990766804254 rank 158 upper 1403.3728874802866 variance 29.17708380558133 votes 2990 ### 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/8675/row` | | | | | 92 | [R1 0528](https://benchize.com/models/deepseek-r1-0528.md) | 1,391.48 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1391.482593045238 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1380.8986429175186 rank 161 upper 1402.0665431729574 variance 29.160796857328165 votes 3128 ### 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/8678/row` | | | | | 93 | [Qwen3 VL 235B A22B Thinking](https://benchize.com/models/qwen3-vl-235b-a22b-thinking.md) | 1,390.27 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1390.2659800640643 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1376.7034789003455 rank 163 upper 1403.828481227783 variance 47.88322520209544 votes 1768 ### 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/8680/row` | | | | | 94 | [Qwen3.5-35B-A3B](https://benchize.com/models/qwen3-5-35b-a3b.md) | 1,389.44 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1389.4369952117786 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1383.196697657433 rank 166 upper 1395.6772927661239 variance 10.137115971929624 votes 11927 ### 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/8683/row` | | | | | 95 | [Qwen3 235B A22B](https://benchize.com/models/qwen3-235b-a22b-off.md)Non-thinking | 1,388.79 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1388.7942363125028 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text thinkingEnabled false ### Reported statistics lower 1381.3330517361774 rank 167 upper 1396.2554208888282 variance 14.49170168950006 votes 7152 ### 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/8684/row` | | | | | 96 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,387.13 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1387.1322551710505 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1379.583909087596 rank 168 upper 1394.6806012545048 variance 14.832263276821125 votes 6998 ### 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/8685/row` | | | | | 97 | [Solar Pro 4](https://benchize.com/models/solar-pro4.md) | 1,381.61 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1381.6109206928656 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1374.6958680049186 rank 172 upper 1388.5259733808127 variance 12.447863144982074 votes 10670 ### 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/8689/row` | | | | | 98 | [Qwen3 30B A3B Instruct 2507](https://benchize.com/models/qwen3-30b-a3b-instruct-2507.md) | 1,378.25 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1378.2461308833049 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1369.7234102725165 rank 174 upper 1386.7688514940933 variance 18.90864122199058 votes 4942 ### 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/8691/row` | | | | | 99 | [Grok 3 Mini](https://benchize.com/models/grok-3-mini-high.md)High | 1,371.72 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1371.7218491950791 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text Reasoning effort high thinkingEnabled true ### Reported statistics lower 1361.3461329624888 rank 180 upper 1382.0975654276697 variance 28.024636567570823 votes 3229 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label Grok 3 Mini (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/8697/row` | | | | | 100 | [MiniMax M2.5](https://benchize.com/models/minimax-m2-5.md) | 1,365.81 | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1365.8062729556939 \| rating \| reported \| Higher is better \| ### Configuration category longer_query config text ### Reported statistics lower 1360.0503877666104 rank 184 upper 1371.5621581447774 variance 8.624383562680904 votes 16260 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/text/latest) Source Arena Original model label MiniMax-M2.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `8e027ef69b8de06c4b2a8b217bfe816b1f1536269bb257fd295b4ef1ba8246ac` Source locator `/rows/8701/row` | | | | [Next page](https://benchize.com/benchmarks/lmarena%3Atext%3Alonger_query.md?cursor=%7B%22score%22%3A1365.8062729556939%2C%22id%22%3A%228861db55fabd0674bae33c0d8e80ac2331c30d620f8edf39e0bbe8b3ba3b55c2%22%7D) --- Cite as: Arena text / longer query — Benchize, https://benchize.com/benchmarks/lmarena%3Atext%3Alonger_query (retrieved 2026-10-21)