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 | 99.93% | - | bf16 | - |
| Alibaba | alibaba | 131K | $0.260 | $2.60 | 88.23% | - | - | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #75 | German | thinking | 1419 | 170 | |
| #80 | Korean | thinking | 1367 | 214 | |
| #83 | Industry Mathematical | thinking | 1432 | 376 | |
| #97 | Expert | thinking | 1434 | 378 | |
| #106 | Chinese | thinking | 1440 | 296 | |
| #108 | Coding | thinking | 1456 | 1,625 | |
| #111 | Math | thinking | 1405 | 427 | |
| #114 | Industry Software And It Services | thinking | 1437 | 2,835 | |
| #119 | Hard Prompts | thinking | 1419 | 4,040 | |
| #119 | Spanish | thinking | 1384 | 331 | |
| #121 | Longer Query | thinking | 1407 | 1,732 | |
| #122 | Industry Entertainment And Sports And Media | thinking | 1362 | 1,449 | |
| #122 | Industry Legal And Government | thinking | 1404 | 512 | |
| #125 | Overall | thinking | 1396 | 7,944 | |
| #126 | Industry Business And Management And Financial Operations | thinking | 1393 | 1,582 | |
| #127 | Industry Medicine And Healthcare | thinking | 1414 | 433 | |
| #128 | Exclude Ties | thinking | 1373 | 5,589 | |
| #129 | Instruction Following | thinking | 1384 | 2,132 | |
| #131 | Industry Life And Physical And Social Science | thinking | 1407 | 1,251 | |
| #131 | Russian | thinking | 1377 | 481 | |
| #132 | English | thinking | 1404 | 3,887 | |
| #132 | Hard Prompts English | thinking | 1420 | 2,097 | |
| #136 | Industry Writing And Literature And Language | thinking | 1366 | 1,759 | |
| #140 | Multi Turn | thinking | 1387 | 1,288 | |
| #149 | Creative Writing | thinking | 1339 | 1,033 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #58 | Homework | thinking | 1227 | 311 | |
| #60 | English | thinking | 1197 | 1,103 | |
| #61 | Diagram | thinking | 1211 | 480 | |
| #61 | Ocr | thinking | 1201 | 1,357 | |
| #63 | Overall | thinking | 1190 | 2,363 |