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 | 99.78% | - | bf16 | - |
| Alibaba | alibaba | 131K | $0.260 | $2.60 | 97.90% | - | - | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #71 | German | thinking | 1419 | 170 | |
| #75 | Industry Mathematical | thinking | 1433 | 379 | |
| #80 | Korean | thinking | 1364 | 212 | |
| #90 | Expert | thinking | 1434 | 378 | |
| #100 | Chinese | thinking | 1440 | 296 | |
| #100 | Coding | thinking | 1455 | 1,625 | |
| #104 | Math | thinking | 1405 | 428 | |
| #107 | Industry Software And It Services | thinking | 1437 | 2,834 | |
| #112 | Hard Prompts | thinking | 1419 | 4,040 | |
| #112 | Spanish | thinking | 1384 | 331 | |
| #113 | Industry Legal And Government | thinking | 1405 | 511 | |
| #114 | Longer Query | thinking | 1407 | 1,730 | |
| #115 | Industry Entertainment And Sports And Media | thinking | 1362 | 1,446 | |
| #117 | Overall | thinking | 1396 | 7,947 | |
| #119 | Industry Business And Management And Financial Operations | thinking | 1393 | 1,580 | |
| #120 | Exclude Ties | thinking | 1373 | 5,589 | |
| #120 | Industry Medicine And Healthcare | thinking | 1415 | 435 | |
| #120 | Instruction Following | thinking | 1384 | 2,132 | |
| #124 | Industry Life And Physical And Social Science | thinking | 1407 | 1,250 | |
| #125 | English | thinking | 1404 | 3,887 | |
| #125 | Russian | thinking | 1377 | 480 | |
| #126 | Hard Prompts English | thinking | 1420 | 2,096 | |
| #129 | Industry Writing And Literature And Language | thinking | 1365 | 1,756 | |
| #133 | Multi Turn | thinking | 1388 | 1,287 | |
| #142 | Creative Writing | thinking | 1339 | 1,032 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #53 | Homework | thinking | 1230 | 314 | |
| #55 | Diagram | thinking | 1210 | 479 | |
| #55 | English | thinking | 1197 | 1,110 | |
| #56 | Ocr | thinking | 1201 | 1,363 | |
| #58 | Overall | thinking | 1190 | 2,370 |