# Arena vision / ocr (config: vision)

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

Human pairwise preferences on ocr prompts 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%3Aocr--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 ocr prompts in Arena’s vision evaluation. The original organizer publishes model ratings and uncertainty; these are preference ratings rather than task accuracy.

Multimodal · Models tested: 74 · 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 | 1,336.98 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1336.9761739715698 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1329.6727094981236 rank 1 upper 1344.279638445016 variance 13.885504388994583 votes 10497 ### 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/1019/row` |  |  |  |
| 2 | [Gemini 3.8 Flash](https://benchize.com/models/gemini-3-8-flash-high.md)High | 1,333.35 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1333.351557801051 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1322.1593929782812 rank 2 upper 1344.5437226238212 variance 32.60858941015929 votes 3137 ### 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/1020/row` |  |  |  |
| 3 | [Claude Opus 5](https://benchize.com/models/claude-opus-5-high.md)High | 1,328.85 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1328.8488534900946 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1321.9479587966143 rank 3 upper 1335.749748183575 variance 12.396943399200815 votes 12218 ### 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/1021/row` |  |  |  |
| 4 | [Claude Fable 5.1](https://benchize.com/models/claude-fable-5-1-max.md)Max | 1,327.21 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1327.2105346969008 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1316.7629467399524 rank 4 upper 1337.6581226538494 variance 28.414229909264638 votes 3456 ### 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/1022/row` |  |  |  |
| 5 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7.md) | 1,326.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1326.6071147597515 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1319.9638311577066 rank 5 upper 1333.2503983617967 variance 11.488660708648865 votes 16736 ### 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/1023/row` |  |  |  |
| 6 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6.md) | 1,326.38 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1326.37737208282 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1320.118028921397 rank 6 upper 1332.6367152442433 variance 10.19908806555298 votes 19407 ### 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/1024/row` |  |  |  |
| 7 | [Claude Opus 4.6](https://benchize.com/models/claude-opus-4-6-high.md)High | 1,325.89 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1325.8945919286462 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1319.3728839950911 rank 7 upper 1332.4162998622012 variance 11.07201101349047 votes 15908 ### 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/1025/row` |  |  |  |
| 8 | [Claude Opus 5.5](https://benchize.com/models/claude-opus-5-5-high.md)High | 1,325.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1325.8797841873654 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1312.3438254015168 rank 8 upper 1339.4157429732143 variance 47.69598967589294 votes 2118 ### 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/1026/row` |  |  |  |
| 9 | [Qwen3.8 Max](https://benchize.com/models/qwen3-8-max.md) | 1,322.31 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1322.3098518735383 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1314.3632284717255 rank 9 upper 1330.2564752753512 variance 16.4387610118462 votes 6896 ### 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/1027/row` |  |  |  |
| 10 | [Gemini 3.7 Flash](https://benchize.com/models/gemini-3-7-flash-high.md)High | 1,321.77 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1321.766264262086 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1311.4278728307643 rank 10 upper 1332.1046556934077 variance 27.823371894928318 votes 3653 ### 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/1028/row` |  |  |  |
| 11 | [Claude Opus 4.7](https://benchize.com/models/claude-opus-4-7-high.md)High | 1,320.44 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1320.441275467049 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1313.864234446638 rank 11 upper 1327.0183164874604 variance 11.260687828056604 votes 16364 ### 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/1029/row` |  |  |  |
| 12 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-max.md)Max | 1,319.14 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1319.143812885201 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1308.7887113068637 rank 12 upper 1329.4989144635385 variance 27.91338751831547 votes 3701 ### 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/1030/row` |  |  |  |
| 13 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-medium.md)Medium | 1,316.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1316.6326678758305 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort medium thinkingEnabled true ### Reported statistics lower 1309.537426382103 rank 13 upper 1323.7279093695581 variance 13.105034884954573 votes 9712 ### 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/1031/row` |  |  |  |
| 14 | [Muse Spark 1.2](https://benchize.com/models/muse-spark-1-2-xhigh.md)Extra high | 1,312.75 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1312.7508021712206 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1295.850142669873 rank 14 upper 1329.651461672568 variance 74.35516164894723 votes 1343 ### 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/1032/row` |  |  |  |
| 15 | [Gemini 3.5 Flash](https://benchize.com/models/gemini-3-5-flash-high.md)High | 1,312.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1312.182870733333 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1305.1002356220777 rank 15 upper 1319.265505844588 variance 13.058507837946863 votes 9583 ### 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/1033/row` |  |  |  |
| 16 | [GPT-5.4](https://benchize.com/models/gpt-5-4-high.md)High | 1,311.63 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1311.6349891589696 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1305.9929637154262 rank 16 upper 1317.2770146025127 variance 8.286552737232993 votes 21790 ### 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/1034/row` |  |  |  |
| 17 | [Gemini 3.6 Flash](https://benchize.com/models/gemini-3-6-flash-high.md)High | 1,311.58 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1311.5822655395593 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1303.1454043791628 rank 17 upper 1320.0191266999557 variance 18.529582005761 votes 6075 ### 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/1035/row` |  |  |  |
| 18 | [Gemini 3 Pro](https://benchize.com/models/gemini-3-pro.md) | 1,309.58 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1309.5771343645079 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1301.3076245217637 rank 18 upper 1317.846644207252 variance 17.801776937149857 votes 8321 ### 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/1036/row` |  |  |  |
| 19 | [Muse Spark 1.3](https://benchize.com/models/muse-spark-1-3-xhigh.md)Extra high | 1,308.6 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1308.5957406245645 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1297.6752880607937 rank 19 upper 1319.5161931883351 variance 31.04453015482756 votes 3280 ### 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/1037/row` |  |  |  |
| 20 | [GPT-5.5](https://benchize.com/models/gpt-5-5.md) | 1,306.04 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1306.0409869668513 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1300.2891881153278 rank 21 upper 1311.7927858183748 variance 8.61214230650241 votes 20286 ### 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/1039/row` |  |  |  |
| 21 | [GPT-5.5](https://benchize.com/models/gpt-5-5-high.md)High | 1,304.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1304.1760033300409 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1298.3504560811018 rank 22 upper 1310.00155057898 variance 8.834404410845526 votes 18851 ### 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/1040/row` |  |  |  |
| 22 | [Gemini 3.1 Pro Preview](https://benchize.com/models/gemini-3-1-pro-preview.md) | 1,303.57 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1303.5654298960042 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1298.6180011465146 rank 23 upper 1308.5128586454937 variance 6.371811432525523 votes 32719 ### 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/1041/row` |  |  |  |
| 23 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8-high.md)High | 1,302.76 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1302.756836568892 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1296.1246879718233 rank 24 upper 1309.3889851659603 variance 11.450180014073359 votes 12994 ### 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/1042/row` |  |  |  |
| 24 | [Muse Spark 1.1](https://benchize.com/models/muse-spark-1-1.md) | 1,301.17 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1301.1680533742315 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1293.8876140458576 rank 25 upper 1308.448492702605 variance 13.798090592196777 votes 8699 ### 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/1043/row` |  |  |  |
| 25 | [GPT-5.4](https://benchize.com/models/gpt-5-4.md) | 1,299.2 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1299.1982985333382 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1292.6271604606777 rank 27 upper 1305.7694366059986 variance 11.240483781149749 votes 16434 ### 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/1045/row` |  |  |  |
| 26 | [Claude Opus 4.8](https://benchize.com/models/claude-opus-4-8.md) | 1,298.36 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1298.3588479810253 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1291.6989602566523 rank 28 upper 1305.018735705398 variance 11.546161646277397 votes 13248 ### 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/1046/row` |  |  |  |
| 27 | [Claude Sonnet 5.5](https://benchize.com/models/claude-sonnet-5-5-xhigh.md)Extra high | 1,296.52 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1296.5213417503217 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1282.0907350170878 rank 29 upper 1310.9519484835555 variance 54.20920030886228 votes 1780 ### 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/1047/row` |  |  |  |
| 28 | [Claude Sonnet 4.6](https://benchize.com/models/claude-sonnet-4-6.md) | 1,295.74 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1295.739329120542 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1289.6056185125847 rank 30 upper 1301.8730397284994 variance 9.793780846873817 votes 19839 ### 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/1048/row` |  |  |  |
| 29 | [GPT-6 Astra](https://benchize.com/models/gpt-6-astra-max.md)Max | 1,291.92 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1291.9232352489832 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1280.140837233899 rank 32 upper 1303.7056332640677 variance 36.13858939161558 votes 2740 ### 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/1050/row` |  |  |  |
| 30 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash.md) | 1,290.54 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1290.5371472575694 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1285.453540094826 rank 34 upper 1295.620754420313 variance 6.72740825591549 votes 26690 ### 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/1052/row` |  |  |  |
| 31 | [GPT-5.6 Sol](https://benchize.com/models/gpt-5-6-sol-xhigh.md)Extra high | 1,290.05 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1290.0492120403608 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1282.2900738762999 rank 35 upper 1297.8083502044215 variance 15.67222970728281 votes 7710 ### 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/1053/row` |  |  |  |
| 32 | [GPT-6.1 Sol](https://benchize.com/models/gpt-6-1-sol-max.md)Max | 1,288.84 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1288.843178996039 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1274.035543257893 rank 36 upper 1303.6508147341847 variance 57.078856337705794 votes 1654 ### 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/1054/row` |  |  |  |
| 33 | [Claude Sonnet 5](https://benchize.com/models/claude-sonnet-5-high.md)High | 1,287.62 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1287.6201190163122 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1280.5581953890674 rank 38 upper 1294.6820426435572 variance 12.982246496665512 votes 9827 ### 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/1056/row` |  |  |  |
| 34 | [DeepSeek V4.1 Flash](https://benchize.com/models/deepseek-v4-1-flash-max.md)Max | 1,282.06 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1282.062295454143 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1270.2906654022865 rank 41 upper 1293.833925505999 variance 36.07256527943951 votes 2786 ### 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/1059/row` |  |  |  |
| 35 | [Step 5 Preview](https://benchize.com/models/step-5-preview.md) | 1,282.06 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1282.0568798452775 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1264.2111254359086 rank 42 upper 1299.9026342546465 variance 82.9036481463481 votes 1102 ### 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/1060/row` |  |  |  |
| 36 | [Gemma 4 31B](https://benchize.com/models/gemma-4-31b-it.md) | 1,281.94 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1281.9356431353556 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1276.2882857099162 rank 43 upper 1287.583000560795 variance 8.302222509547349 votes 28054 ### 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/1061/row` |  |  |  |
| 37 | [Qwen3.8 27B](https://benchize.com/models/qwen3-8-27b.md) | 1,280.77 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1280.7667184727638 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1271.7441599735414 rank 44 upper 1289.7892769719863 variance 21.19157478230664 votes 5124 ### 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/1062/row` |  |  |  |
| 38 | [Gemini 3.5 Flash-Lite](https://benchize.com/models/gemini-3-5-flash-lite.md) | 1,280.24 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1280.2426591436636 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1271.8615423045394 rank 45 upper 1288.623775982788 variance 18.28553233283401 votes 6262 ### 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/1063/row` |  |  |  |
| 39 | [GPT-5.6 Terra](https://benchize.com/models/gpt-5-6-terra-xhigh.md)Extra high | 1,278.01 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1278.006672776666 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1270.3552252261868 rank 46 upper 1285.6581203271448 variance 15.240212729171704 votes 8104 ### 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/1064/row` |  |  |  |
| 40 | [Gemini 3 Flash](https://benchize.com/models/gemini-3-flash-minimal.md)Minimal | 1,272.27 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1272.2657335056879 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort minimal thinkingEnabled true ### Reported statistics lower 1267.0418283275403 rank 49 upper 1277.4896386838357 variance 7.103859909487974 votes 25665 ### 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/1067/row` |  |  |  |
| 41 | [Qwen3.5 397B A17B](https://benchize.com/models/qwen3-5-397b-a17b.md) | 1,270.5 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1270.5023178691142 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1265.325341336047 rank 51 upper 1275.6792944021815 variance 6.976798990933019 votes 22696 ### 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/1069/row` |  |  |  |
| 42 | [Gemini 2.5 Pro](https://benchize.com/models/gemini-2-5-pro.md) | 1,270.37 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1270.3670553491884 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1265.5653946379787 rank 52 upper 1275.1687160603979 variance 6.001872377589847 votes 32875 ### 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/1070/row` |  |  |  |
| 43 | [MiMo-V2.6-Flash](https://benchize.com/models/mimo-v2-6-flash.md) | 1,270 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1270.0034996968593 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1257.4885345419768 rank 54 upper 1282.518464851742 variance 40.772102510687546 votes 2504 ### 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/1072/row` |  |  |  |
| 44 | [MiMo-V2.6-Pro](https://benchize.com/models/mimo-v2-6-pro.md) | 1,269.81 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1269.8140484419898 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1252.4765690141699 rank 55 upper 1287.1515278698096 variance 78.24844855574085 votes 1195 ### 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/1073/row` |  |  |  |
| 45 | [Gemma 4 26B A4B](https://benchize.com/models/gemma-4-26b-a4b-it.md) | 1,267.74 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1267.7383127469063 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1261.2259554485984 rank 56 upper 1274.2506700452143 variance 11.040284319164206 votes 16862 ### 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/1074/row` |  |  |  |
| 46 | [GPT-5.6 Luna](https://benchize.com/models/gpt-5-6-luna-xhigh.md)Extra high | 1,264.14 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1264.13695216732 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort xhigh thinkingEnabled true ### Reported statistics lower 1256.2341204144716 rank 58 upper 1272.0397839201682 variance 16.25808127302593 votes 7472 ### 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/1076/row` |  |  |  |
| 47 | [MiniMax M3](https://benchize.com/models/minimax-m3.md) | 1,258.56 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1258.5648495261528 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1252.112132589012 rank 61 upper 1265.0175664632939 variance 10.838995760298879 votes 13947 ### 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/1079/row` |  |  |  |
| 48 | [GPT-6 Sol](https://benchize.com/models/gpt-6-sol-max.md)Max | 1,257.85 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1257.8479042328988 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1244.981686862782 rank 62 upper 1270.7141216030157 variance 43.092886619876204 votes 2285 ### 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/1080/row` |  |  |  |
| 49 | [GPT-5.2](https://benchize.com/models/gpt-5-2-high.md)High | 1,256.91 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1256.9110095107055 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1250.5424604876744 rank 63 upper 1263.2795585337367 variance 10.558076645325908 votes 12905 ### 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/1081/row` |  |  |  |
| 50 | [MiMo-V2.5](https://benchize.com/models/mimo-v2-5.md) | 1,255.88 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1255.8822233146077 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1250.1267057501398 rank 64 upper 1261.6377408790759 variance 8.623281930408675 votes 20901 ### 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/1082/row` |  |  |  |
| 51 | [GPT-5.1](https://benchize.com/models/gpt-5-1-high.md)High | 1,255.1 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1255.1000241772645 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1246.3307843033203 rank 66 upper 1263.8692640512083 variance 20.01832417218909 votes 6005 ### 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/1084/row` |  |  |  |
| 52 | [GPT-5.4 Mini](https://benchize.com/models/gpt-5-4-mini-high.md)High | 1,252.78 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1252.7795555717641 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1246.5640038652248 rank 68 upper 1258.9951072783033 variance 10.05687808197887 votes 18272 ### 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/1086/row` |  |  |  |
| 53 | [Qwen3 VL 235B A22B Instruct](https://benchize.com/models/qwen3-vl-235b-a22b-instruct.md) | 1,252.61 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1252.6126634511515 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1244.765254202255 rank 69 upper 1260.460072700048 variance 16.030845258036315 votes 7752 ### 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/1087/row` |  |  |  |
| 54 | [Qwen3.5-122B-A10B](https://benchize.com/models/qwen3-5-122b-a10b.md) | 1,250.83 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1250.8253949502591 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1243.654625726216 rank 70 upper 1257.9961641743025 variance 13.385521923984877 votes 9185 ### 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/1088/row` |  |  |  |
| 55 | [Gemini 3.1 Flash Lite Preview](https://benchize.com/models/gemini-3-1-flash-lite-preview.md) | 1,245.94 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1245.9444871435232 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1240.1187892283433 rank 73 upper 1251.7701850587032 variance 8.834861385498396 votes 19353 ### 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/1091/row` |  |  |  |
| 56 | [GPT-5 Chat](https://benchize.com/models/gpt-5-chat.md) | 1,245.72 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1245.716230512117 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1236.6572442919578 rank 74 upper 1254.775216732276 variance 21.36303814971093 votes 10674 ### 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/1092/row` |  |  |  |
| 57 | [Qwen3.5-27B](https://benchize.com/models/qwen3-5-27b.md) | 1,245.71 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1245.7131112320042 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1240.343533492561 rank 75 upper 1251.0826889714474 variance 7.505577033548814 votes 21340 ### 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/1093/row` |  |  |  |
| 58 | [GPT-5.1](https://benchize.com/models/gpt-5-1.md) | 1,241.32 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1241.3186371708366 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1232.8384709478241 rank 78 upper 1249.7988033938493 variance 18.720288964838936 votes 6725 ### 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/1096/row` |  |  |  |
| 59 | [MiMo-V2-Omni](https://benchize.com/models/mimo-v2-omni.md) | 1,238.15 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1238.1494288748804 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1230.2438331059905 rank 79 upper 1246.0550246437706 variance 16.269455792265973 votes 7549 ### 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/1097/row` |  |  |  |
| 60 | [Gemini 2.5 Flash](https://benchize.com/models/gemini-2-5-flash.md) | 1,237.46 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1237.4596876947876 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1232.5781433571512 rank 80 upper 1242.341232032424 variance 6.203235862360097 votes 27156 ### 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/1098/row` |  |  |  |
| 61 | [GPT-5.2](https://benchize.com/models/gpt-5-2.md) | 1,233.19 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1233.1897255582983 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1226.9472368483548 rank 83 upper 1239.4322142682418 variance 10.144236112553246 votes 13789 ### 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/1101/row` |  |  |  |
| 62 | [Mistral Medium 3.5](https://benchize.com/models/mistral-medium-3-5.md) | 1,232.7 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1232.703226529258 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1222.2864377468215 rank 84 upper 1243.1200153116943 variance 28.24694825657004 votes 3905 ### 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/1102/row` |  |  |  |
| 63 | [Mistral Large 3](https://benchize.com/models/mistral-large-3.md) | 1,228.26 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1228.2586962427442 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1219.8330510774972 rank 85 upper 1236.6843414079913 variance 18.480348160500306 votes 6194 ### 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/1103/row` |  |  |  |
| 64 | [GPT-6 Luna](https://benchize.com/models/gpt-6-luna-max.md)Max | 1,224.72 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1224.71622839308 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort max thinkingEnabled true ### Reported statistics lower 1212.2921165211822 rank 86 upper 1237.1403402649778 variance 40.18227527883338 votes 2489 ### 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/1104/row` |  |  |  |
| 65 | [GPT-5](https://benchize.com/models/gpt-5-high.md)High | 1,215.17 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1215.1681471277088 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1206.5984020053502 rank 90 upper 1223.7378922500675 variance 19.117875497340357 votes 10702 ### 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/1108/row` |  |  |  |
| 66 | [Qwen3 VL 235B A22B Thinking](https://benchize.com/models/qwen3-vl-235b-a22b-thinking.md) | 1,212.18 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1212.1751745228237 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1196.2158466422347 rank 91 upper 1228.1345024034126 variance 66.30297454395749 votes 1322 ### 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/1109/row` |  |  |  |
| 67 | [GPT-5.4 Nano](https://benchize.com/models/gpt-5-4-nano-high.md)High | 1,203.79 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1203.791846970892 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1197.4489416480242 rank 92 upper 1210.13475229376 variance 10.473221193503633 votes 18222 ### 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/1110/row` |  |  |  |
| 68 | [GPT-5 Mini](https://benchize.com/models/gpt-5-mini-high.md)High | 1,198.57 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1198.569579963165 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1188.2596432261182 rank 94 upper 1208.8795167002122 variance 27.67042430581207 votes 7999 ### 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/1112/row` |  |  |  |
| 69 | [Gemma 3 27B](https://benchize.com/models/gemma-3-27b-it.md) | 1,156.27 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1156.2739576246106 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1146.3294903572046 rank 112 upper 1166.2184248920166 variance 25.743456808588043 votes 6196 ### 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/1130/row` |  |  |  |
| 70 | [GPT-5 Nano](https://benchize.com/models/gpt-5-nano-high.md)High | 1,152.05 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1152.0542993728461 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision Reasoning effort high thinkingEnabled true ### Reported statistics lower 1136.9877073609678 rank 114 upper 1167.1208913847245 variance 59.09270551841483 votes 1673 ### 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/1132/row` |  |  |  |
| 71 | [Gemini 2.0 Flash 001](https://benchize.com/models/gemini-2-0-flash-001.md) | 1,148.09 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1148.0893884001928 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1136.5085550035622 rank 116 upper 1159.6702217968234 variance 34.91270072661642 votes 3690 ### 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/1134/row` |  |  |  |
| 72 | [Llama 4 Maverick](https://benchize.com/models/llama-4-maverick.md) | 1,142.94 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1142.9432053739358 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1131.2010191492632 rank 117 upper 1154.6853915986085 variance 35.8923377213191 votes 3083 ### 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/1135/row` |  |  |  |
| 73 | [Mistral Small 3.1 24B](https://benchize.com/models/mistral-small-3-1-24b-instruct.md) | 1,131.7 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1131.6968694488453 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1121.1757350075927 rank 120 upper 1142.218003890098 variance 28.815685680293694 votes 7209 ### 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/1138/row` |  |  |  |
| 74 | [Llama 4 Scout](https://benchize.com/models/llama-4-scout.md) | 1,116.71 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `rating` \| 1116.7148618356043 \| rating \| reported \| Higher is better \| ### Configuration category ocr config vision ### Reported statistics lower 1104.282501099349 rank 121 upper 1129.1472225718596 variance 40.23565022843385 votes 2788 ### 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/1139/row` |  |  |  |

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