Qwen3-VL-235B-A22B Thinking is a multimodal model that unifies strong text generation with visual understanding across images and video. The Thinking model is optimized for multimodal reasoning in STEM and math....
text+image->text| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Novita | novita/bf16 | 131K | $0.980 | $3.95 | 99.95% | - | bf16 | - |
| Alibaba | alibaba | 131K | $0.260 | $2.60 | 95.04% | - | - | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #76 | German | thinking | 1420 | 170 | |
| #84 | Korean | thinking | 1363 | 211 | |
| #85 | Industry Mathematical | thinking | 1432 | 378 | |
| #101 | Expert | thinking | 1433 | 381 | |
| #109 | Chinese | thinking | 1440 | 296 | |
| #109 | Coding | thinking | 1456 | 1,626 | |
| #114 | Math | thinking | 1405 | 428 | |
| #116 | Industry Software And It Services | thinking | 1437 | 2,837 | |
| #119 | Polish | thinking | 1377 | 390 | |
| #121 | Hard Prompts | thinking | 1419 | 4,040 | |
| #121 | Spanish | thinking | 1385 | 331 | |
| #122 | Non English | thinking | 1382 | 4,052 | |
| #123 | Longer Query | thinking | 1407 | 1,727 | |
| #124 | Industry Entertainment And Sports And Media | thinking | 1361 | 1,447 | |
| #125 | Industry Legal And Government | thinking | 1405 | 512 | |
| #125 | Overall | thinking | 1396 | 7,939 | |
| #128 | Industry Business And Management And Financial Operations | thinking | 1392 | 1,583 | |
| #129 | Industry Medicine And Healthcare | thinking | 1415 | 432 | |
| #130 | Exclude Ties | thinking | 1373 | 5,581 | |
| #130 | Instruction Following | thinking | 1384 | 2,132 | |
| #132 | Industry Life And Physical And Social Science | thinking | 1406 | 1,249 | |
| #133 | Russian | thinking | 1378 | 482 | |
| #134 | English | thinking | 1404 | 3,887 | |
| #135 | Hard Prompts English | thinking | 1420 | 2,098 | |
| #139 | Industry Writing And Literature And Language | thinking | 1366 | 1,754 | |
| #142 | Multi Turn | thinking | 1388 | 1,287 | |
| #150 | Creative Writing | thinking | 1339 | 1,032 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #60 | Homework | thinking | 1229 | 311 | |
| #62 | Diagram | thinking | 1211 | 480 | |
| #62 | English | thinking | 1198 | 1,103 | |
| #63 | Ocr | thinking | 1201 | 1,357 | |
| #65 | Overall | thinking | 1190 | 2,362 |