# Arena vision / overall (config: vision)

> Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/benchmark%3Avision%3Aoverall--config-vision. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/benchmark%3Avision%3Aoverall--config-vision.

Human pairwise preferences on the complete prompt population in Arena’s vision evaluation. The original organizer publishes model ratings and uncertainty; these are preference ratings rather than task accuracy.

Canonical URL: https://benchize.com/benchmarks/benchmark%3Avision%3Aoverall--config-vision
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 the complete prompt population in Arena’s vision evaluation. The original organizer publishes model ratings and uncertainty; these are preference ratings rather than task accuracy.

Multimodal · Models tested: 82 · Score publishers: [Arena](https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset)

## Model results

| # | Model | Score |  |
| --- | --- | --- | --- |
| 1 | [Claude Fable 5](https://benchize.com/models/claude-fable-5-high.md)High | 1,324.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1324.8788723175815 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1317.8460735542742 rank 1 upper 1331.911671080889 variance 12.875384262544252 votes 14714 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Fable 5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/0/row` |  |  |  |
| 2 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5-high.md)High | 1,320.82 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1320.823800046 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1309.1114030857393 rank 2 upper 1332.5361970062609 variance 35.71045505309778 votes 3035 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Opus 5.5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/1/row` |  |  |  |
| 3 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,319.62 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1319.623943187484 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1313.0129002694086 rank 3 upper 1326.2349861055593 variance 11.377419492092038 votes 17743 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Opus 5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/2/row` |  |  |  |
| 4 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,319.49 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1319.4899087995987 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1310.2080295817752 rank 4 upper 1328.771788017422 variance 22.42723034024237 votes 5026 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Fable 5.1 (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/3/row` |  |  |  |
| 5 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,316.94 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1316.9363635860252 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1310.386681307773 rank 5 upper 1323.4860458642772 variance 11.167199740617907 votes 23139 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Opus 4.7 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/4/row` |  |  |  |
| 6 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,315.67 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1315.6723027974679 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1309.2951990436795 rank 6 upper 1322.0494065512562 variance 10.586460556990193 votes 22286 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Opus 4.6 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/5/row` |  |  |  |
| 7 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,315.38 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1315.379362654793 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1305.640678093509 rank 7 upper 1325.1180472160775 variance 24.689052105225585 votes 4645 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3.8 Flash (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/6/row` |  |  |  |
| 8 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,314.23 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1314.2261159913364 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1305.0524834470314 rank 8 upper 1323.3997485356413 variance 21.90718109604157 votes 5369 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3.7 Flash (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/7/row` |  |  |  |
| 9 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,313.11 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1313.1064247103911 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1306.5760324762916 rank 9 upper 1319.6368169444906 variance 11.10151760613747 votes 22731 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Opus 4.7 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/8/row` |  |  |  |
| 10 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,312.94 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1312.935382439709 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1305.4878945640567 rank 10 upper 1320.3828703153613 variance 14.43854489841033 votes 9957 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Qwen3.8-Max Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/9/row` |  |  |  |
| 11 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,312.44 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1312.4357611862335 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1306.1937840876421 rank 11 upper 1318.6777382848247 variance 10.142573412331123 votes 26841 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Opus 4.6 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/10/row` |  |  |  |
| 12 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,308.41 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1308.414166200037 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1299.2559004944405 rank 12 upper 1317.5724319056335 variance 21.83384871457472 votes 5392 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Muse Spark 1.3 (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/11/row` |  |  |  |
| 13 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,308.33 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1308.32534406439 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1301.510036969659 rank 13 upper 1315.140651159121 variance 12.091346793897781 votes 13862 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3.5 Flash (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/12/row` |  |  |  |
| 14 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,306.27 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1306.2726858221172 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1299.4825604199425 rank 14 upper 1313.0628112242916 variance 12.002159890113179 votes 14061 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3.5 Flash (Medium) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/13/row` |  |  |  |
| 15 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,304.75 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1304.7505620472593 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1297.3851147121188 rank 16 upper 1312.1160093823996 variance 14.122190807950432 votes 13623 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3 Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/15/row` |  |  |  |
| 16 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2-xhigh.md)Extra high | 1,304.22 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1304.2153267211183 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1289.8892398576515 rank 17 upper 1318.541413584585 variance 53.426777273772124 votes 1948 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Muse Spark 1.2 (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/16/row` |  |  |  |
| 17 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,302.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1302.6274518457858 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1296.9368919311194 rank 18 upper 1308.318011760452 variance 8.429732987884908 votes 30747 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.4 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/17/row` |  |  |  |
| 18 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-xhigh.md)Extra high | 1,301.82 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1301.8247778879463 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1292.3025886512332 rank 19 upper 1311.3469671246596 variance 23.603555860425374 votes 4897 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Muse Spark 1.3 (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/18/row` |  |  |  |
| 19 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,298.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1298.8770393167063 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1291.008058752065 rank 20 upper 1306.7460198813476 variance 16.119099023821907 votes 8979 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3.6 Flash (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/19/row` |  |  |  |
| 20 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,297 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1296.996303119526 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1291.2446697018709 rank 21 upper 1302.747936537181 variance 8.611646906866982 votes 28781 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/20/row` |  |  |  |
| 21 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,295.78 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1295.7822786391075 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1290.6742454998869 rank 22 upper 1300.890311778328 variance 6.792211961460016 votes 47114 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3.1 Pro Preview Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/21/row` |  |  |  |
| 22 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,294.49 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1294.491387370161 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1288.0428346799724 rank 23 upper 1300.9399400603493 variance 10.825010429403246 votes 18303 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Opus 4.8 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/22/row` |  |  |  |
| 23 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,293.13 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1293.1289585205832 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1287.2857612996659 rank 25 upper 1298.9721557415005 variance 8.8880176402275 votes 27067 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/24/row` |  |  |  |
| 24 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,292.5 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1292.5016810249715 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1285.6065956672933 rank 26 upper 1299.3967663826497 variance 12.376080106223423 votes 12804 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Muse Spark 1.1 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/25/row` |  |  |  |
| 25 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,292.03 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1292.0285907748362 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1285.5741361438882 rank 27 upper 1298.483045405784 variance 10.844834352652747 votes 22804 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.4 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/26/row` |  |  |  |
| 26 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,288.5 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1288.5014584649741 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1282.0168181156716 rank 28 upper 1294.9860988142766 variance 10.946508194562476 votes 18800 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Opus 4.8 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/27/row` |  |  |  |
| 27 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol-max.md)Max | 1,287.73 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1287.7313467775475 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1274.871343958036 rank 29 upper 1300.5913495970588 variance 43.051267822248334 votes 2330 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-6.1 Sol (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/28/row` |  |  |  |
| 28 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5-xhigh.md)Extra high | 1,287.22 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1287.21834956692 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1274.7071592826233 rank 30 upper 1299.7295398512167 variance 40.74751016115199 votes 2564 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Sonnet 5.5 (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/29/row` |  |  |  |
| 29 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,284.95 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1284.9469808114234 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1279.756109578555 rank 32 upper 1290.1378520442918 variance 7.014299882915933 votes 39131 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3 Flash Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/31/row` |  |  |  |
| 30 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,282.76 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1282.7633262406994 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1276.6553478883338 rank 33 upper 1288.871304593065 variance 9.711779116826508 votes 27408 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Sonnet 4.6 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/32/row` |  |  |  |
| 31 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,280.62 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1280.6177272297055 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1273.3291814474167 rank 35 upper 1287.906273011994 variance 13.82883485157827 votes 11439 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.6 Sol (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/34/row` |  |  |  |
| 32 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,279.9 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1279.8986527925117 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1269.6318590168198 rank 36 upper 1290.1654465682038 variance 27.43932952365799 votes 4012 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-6 Astra (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/35/row` |  |  |  |
| 33 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,277.86 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1277.8593561291239 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1267.6435999971422 rank 38 upper 1288.0751122611055 variance 27.167198249247615 votes 4100 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label DeepSeek-V4.1-Flash-20260910 (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/37/row` |  |  |  |
| 34 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,276.47 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1276.471135628896 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1270.8031941048023 rank 39 upper 1282.13907715299 variance 8.362854483167986 votes 40219 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemma 4 31B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/38/row` |  |  |  |
| 35 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,272.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1272.5476789147583 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1265.7406613512776 rank 41 upper 1279.354696478239 variance 12.061951011923975 votes 14034 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Claude Sonnet 5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/40/row` |  |  |  |
| 36 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,270.97 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1270.9741940618744 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1263.7383467318705 rank 43 upper 1278.2100413918783 variance 13.629584235309895 votes 11842 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.6 Terra (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/42/row` |  |  |  |
| 37 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,269.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1269.463029799551 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1261.2873203087488 rank 44 upper 1277.638739290353 variance 17.400219239084105 votes 7614 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Qwen3.8-27B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/43/row` |  |  |  |
| 38 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,269.07 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1269.067499973593 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1261.241966157978 rank 45 upper 1276.8930337892082 variance 15.941594679978722 votes 9238 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3.5 Flash-Lite Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/44/row` |  |  |  |
| 39 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,265.71 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1265.707045846503 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1260.4008758403443 rank 48 upper 1271.013215852662 variance 7.3293614349279395 votes 37173 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3 Flash (Minimal) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/47/row` |  |  |  |
| 40 | [Step 5 Preview](https://benchize.com/models/step-5-preview.md) | 1,264.58 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1264.584469224122 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1249.540070014401 rank 49 upper 1279.628868433843 variance 58.9187488779479 votes 1649 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Step 5 Preview Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/48/row` |  |  |  |
| 41 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,263.33 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1263.3321928931312 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1258.8049867165712 rank 51 upper 1267.859399069691 variance 5.335367817734212 votes 88755 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 2.5 Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/50/row` |  |  |  |
| 42 | [MiMo-V2.6-Pro](https://benchize.com/models/mimo-v2-6-pro.md) | 1,262.84 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1262.8399732080727 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1248.1499470323265 rank 53 upper 1277.529999383819 variance 56.17576007364742 votes 1754 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label MiMo-V2.6-Pro Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/52/row` |  |  |  |
| 43 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,262.47 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1262.4660916015766 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1257.1891508537085 rank 54 upper 1267.7430323494445 variance 7.248835652357253 votes 32657 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Qwen3.5-397B-A17B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/53/row` |  |  |  |
| 44 | [Gemma 4 26B A4B](https://benchize.com/models/gemma-4-26b-a4b-it.md) | 1,259.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1259.550227985578 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1253.1214069365844 rank 56 upper 1265.9790490345717 variance 10.758865839544978 votes 23922 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemma 4 26B A4B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/55/row` |  |  |  |
| 45 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,257.15 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1257.1473899499424 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1249.7488759761088 rank 58 upper 1264.5459039237762 variance 14.249276531648672 votes 11055 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.6 Luna (xHigh) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/57/row` |  |  |  |
| 46 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,255.74 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1255.7442227458723 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1244.922977554965 rank 59 upper 1266.56546793678 variance 30.483041195422825 votes 3618 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label MiMo-V2.6-Flash Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/58/row` |  |  |  |
| 47 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,251.05 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1251.0548647162113 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1244.7144877626376 rank 62 upper 1257.395241669785 variance 10.464873317617544 votes 19844 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label MiniMax-M3 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/61/row` |  |  |  |
| 48 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,249.51 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1249.5112060955219 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1241.7296476951592 rank 64 upper 1257.2927644958845 variance 15.762931210418255 votes 9848 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.1 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/63/row` |  |  |  |
| 49 | [MiMo-V2.5](https://benchize.com/models/mimo-v2-5.md) | 1,247.04 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1247.0433261116336 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1241.2269549133898 rank 66 upper 1252.8596973098774 variance 8.806595487504637 votes 29381 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label MiMo-V2.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/65/row` |  |  |  |
| 50 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,246.99 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1246.9892089993264 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1240.059736609198 rank 67 upper 1253.9186813894548 variance 12.499831404381984 votes 12724 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Qwen3-VL-235B-A22B-Instruct Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/66/row` |  |  |  |
| 51 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,245.79 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1245.7853715616577 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1239.7475448396067 rank 68 upper 1251.8231982837087 variance 9.489975873000857 votes 19022 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.2 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/67/row` |  |  |  |
| 52 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,244.82 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1244.8170157186942 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1238.6478544124027 rank 69 upper 1250.9861770249854 variance 9.907317245734848 votes 25734 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.4 mini (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/68/row` |  |  |  |
| 53 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,244.5 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1244.4983243612196 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1237.7414247607242 rank 70 upper 1251.255223961715 variance 11.884988058501555 votes 13236 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Qwen3.5-122B-A10B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/69/row` |  |  |  |
| 54 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,241.02 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1241.0169654688623 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1235.5439075797435 rank 72 upper 1246.4900233579808 variance 7.797652937545233 votes 30272 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Qwen3.5-27B Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/71/row` |  |  |  |
| 55 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,240.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1240.1779210359143 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1234.439118646929 rank 73 upper 1245.9167234248994 variance 8.573267187560413 votes 27657 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 3.1 Flash-Lite Preview Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/72/row` |  |  |  |
| 56 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,239.95 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1239.9451140020133 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1228.6627325812826 rank 74 upper 1251.227495422744 variance 33.13640376336157 votes 3221 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-6 Sol (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/73/row` |  |  |  |
| 57 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,235.48 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1235.476708760441 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1230.9483957245939 rank 76 upper 1240.005021796288 variance 5.3379770310585775 votes 60087 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 2.5 Flash Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/75/row` |  |  |  |
| 58 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,234.9 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1234.898372511408 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1227.3887810217473 rank 77 upper 1242.4079640010686 variance 14.68035113061391 votes 10801 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.1 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/76/row` |  |  |  |
| 59 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,232.19 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1232.1875376313596 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1225.1536468837319 rank 78 upper 1239.2214283789874 variance 12.879382900849013 votes 39894 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5 Chat Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/77/row` |  |  |  |
| 60 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,228.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1228.610129112436 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1222.6457641738446 rank 81 upper 1234.5744940510274 variance 9.260453067741262 votes 20100 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.2 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/80/row` |  |  |  |
| 61 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,227.65 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1227.6477705024006 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1220.3348983503092 rank 82 upper 1234.9606426544922 variance 13.921299591901356 votes 10650 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label MiMo-V2-Omni Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/81/row` |  |  |  |
| 62 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,222.45 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1222.4523372948931 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1212.976630194342 rank 83 upper 1231.9280443954444 variance 23.373678918992415 votes 5375 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Mistral Medium 3.5 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/82/row` |  |  |  |
| 63 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,219.94 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1219.9399099367704 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1212.1931266834126 rank 84 upper 1227.6866931901282 variance 15.62235951904816 votes 9254 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Mistral Large 3 Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/83/row` |  |  |  |
| 64 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,216.1 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1216.103808862197 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1205.300900513246 rank 85 upper 1226.9067172111481 variance 30.379820334700003 votes 3662 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-6 Luna (Max) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/84/row` |  |  |  |
| 65 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,208.24 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1208.2372274682316 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1201.4396783726463 rank 90 upper 1215.034776563817 variance 12.028418333674866 votes 34445 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5 (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/89/row` |  |  |  |
| 66 | [Qwen3 VL 235B A22B Thinking](https://benchize.com/models/qwen3-vl-235b-a22b-thinking.md) | 1,206.96 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1206.9593711708753 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1194.7146361439607 rank 91 upper 1219.20410619779 variance 39.03036395227066 votes 2387 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Qwen3-VL-235B-A22B-Thinking Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/90/row` |  |  |  |
| 67 | [GPT-5 Mini](https://benchize.com/models/gpt-5-mini-high.md)High | 1,202.23 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1202.226332986973 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1194.4235813474256 rank 93 upper 1210.0290846265202 variance 15.848909487322556 votes 28943 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5 mini (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/92/row` |  |  |  |
| 68 | [GPT-5.4 Nano](https://benchize.com/models/gpt-5-4-nano-high.md)High | 1,195.6 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1195.6011013077389 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1189.3127974784918 rank 96 upper 1201.889405136986 variance 10.2936844815061 votes 25624 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5.4 nano (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/95/row` |  |  |  |
| 69 | [Gemma 3 27B](https://benchize.com/models/gemma-3-27b-it.md) | 1,164.55 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1164.5475341760637 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1156.530712137832 rank 112 upper 1172.564356214295 variance 16.730476257210015 votes 16982 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemma 3 27B IT Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/111/row` |  |  |  |
| 70 | [Gemini 1.5 Pro 002](https://benchize.com/models/gemini-1-5-pro-002.md) | 1,161.41 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1161.4112593754335 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1152.346767953316 rank 114 upper 1170.4757507975507 variance 21.389010940066157 votes 8902 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 1.5 Pro (002) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/113/row` |  |  |  |
| 71 | [GPT-5 Nano](https://benchize.com/models/gpt-5-nano-high.md)High | 1,159.45 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1159.4544819902562 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1148.4072243170122 rank 115 upper 1170.5017396635003 variance 31.769675999545704 votes 3928 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-5 nano (High) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/114/row` |  |  |  |
| 72 | [Gemini 2.0 Flash 001](https://benchize.com/models/gemini-2-0-flash-001.md) | 1,157.87 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1157.8670571616651 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1150.6774661935206 rank 116 upper 1165.05664812981 variance 13.455882439964919 votes 10135 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 2.0 Flash (001) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/115/row` |  |  |  |
| 73 | [Llama 4 Maverick](https://benchize.com/models/llama-4-maverick.md) | 1,141.71 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1141.7080159614773 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1132.6595232044056 rank 122 upper 1150.7565087185492 variance 21.31357512768733 votes 6923 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Llama 4 Maverick 17B 128E Instruct Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/121/row` |  |  |  |
| 74 | [Gemini 1.5 Flash 002](https://benchize.com/models/gemini-1-5-flash-002.md) | 1,140.65 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1140.6509804901093 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1130.7016361605226 rank 123 upper 1150.600324819696 variance 25.76871371246172 votes 7241 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 1.5 Flash (002) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/122/row` |  |  |  |
| 75 | [GPT-4o (2024-05-13)](https://benchize.com/models/gpt-4o-2024-05-13.md) | 1,136.64 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1136.635611496261 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1127.854248366772 rank 124 upper 1145.4169746257496 variance 20.073712100344913 votes 23273 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-4o (2024-05-13) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/123/row` |  |  |  |
| 76 | [Mistral Small 3.1 24B](https://benchize.com/models/mistral-small-3-1-24b-instruct.md) | 1,136.47 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1136.4712697816929 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1128.011333090045 rank 125 upper 1144.9312064733406 variance 18.63108057833017 votes 28490 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Mistral Small 3.1 24B Instruct (2503) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/124/row` |  |  |  |
| 77 | [Llama 4 Scout](https://benchize.com/models/llama-4-scout.md) | 1,118.36 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1118.3570237168362 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1108.9192288772972 rank 129 upper 1127.794818556375 variance 23.18701711792196 votes 6446 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Llama 4 Scout 17B 16E Instruct Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/128/row` |  |  |  |
| 78 | [Qwen2.5 VL 72B Instruct](https://benchize.com/models/qwen2-5-vl-72b-instruct.md) | 1,107.39 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1107.3900594968854 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1096.5139177938001 rank 130 upper 1118.2662011999707 variance 30.793108521261196 votes 3768 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Qwen2.5-VL-72B-Instruct Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/129/row` |  |  |  |
| 79 | [Gemini 1.5 Pro 001](https://benchize.com/models/gemini-1-5-pro-001.md) | 1,088.32 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1088.3158922587286 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1076.629531856522 rank 135 upper 1100.0022526609355 variance 35.55186345212157 votes 16734 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Gemini 1.5 Pro (001) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/134/row` |  |  |  |
| 80 | [GPT-4o-mini (2024-07-18)](https://benchize.com/models/gpt-4o-mini-2024-07-18.md) | 1,065.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1065.6313069345274 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1057.3146385345801 rank 137 upper 1073.9479753344744 variance 18.005392353049384 votes 17341 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-4o mini (2024-07-18) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/136/row` |  |  |  |
| 81 | [GPT-4o (2024-08-06)](https://benchize.com/models/gpt-4o-2024-08-06.md) | 1,064.56 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1064.564991850618 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 1052.075712483359 rank 138 upper 1077.0542712178772 variance 40.60491245491397 votes 3376 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label GPT-4o (2024-08-06) Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/137/row` |  |  |  |
| 82 | [Llama 3.2 11B Vision Instruct](https://benchize.com/models/llama-3-2-11b-vision-instruct.md) | 966.4 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 966.3977682142548 \| rating \| reported \| Higher is better \| ### Configuration category overall config vision ### Reported statistics lower 955.0598737941644 rank 157 upper 977.7356626343452 variance 33.463289828495455 votes 4817 ### Source [Original source](https://datasets-server.huggingface.co/parquet/lmarena-ai%2Fleaderboard-dataset/vision/latest) Source Arena Original model label Llama 3.2 11B Vision Instruct Observed 2026-10-21T18:45:05.190Z Evidence SHA-256 `06e61305486dce3fec5dc776ac2fd8321104e84c346cf9e08fa6f8e8a66ce0d7` Source locator `/rows/156/row` |  |  |  |

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Cite as: Arena vision / overall (config: vision) — Benchize, https://benchize.com/benchmarks/benchmark%3Avision%3Aoverall--config-vision (retrieved 2026-10-21)