Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video. The Instruct model targets general vision-language use (VQA, document parsing, chart/table...
text+image->text| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Alibaba | alibaba | 131K | $0.260 | $1.04 | 99.72% | - | - | - |
| Parasail | parasail/fp8 | 131K | $0.210 | $1.90 | 98.91% | - | fp8 | - |
| DeepInfra | deepinfra/fp8 | 262K | $0.200 | $0.880 | 96.22% | - | fp8 | - |
| Venice | venice/fp8 | 256K | $0.250 | $1.50 | 95.47% | - | fp8 | - |
| Novita | novita/bf16 | 131K | $0.300 | $1.50 | 85.00% | - | bf16 | - |
| AtlasCloud | atlas-cloud/fp8 | 131K | $0.300 | $1.50 | 84.47% | - | fp8 | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #58 | French | - | 1457 | 234 | |
| #60 | Industry Business And Management And Financial Operations | - | 1438 | 2,234 | |
| #64 | Korean | - | 1382 | 308 | |
| #69 | Expert | - | 1449 | 563 | |
| #72 | Industry Legal And Government | - | 1438 | 753 | |
| #75 | Hard Prompts English | - | 1452 | 2,952 | |
| #75 | Japanese | - | 1368 | 151 | |
| #77 | Industry Life And Physical And Social Science | - | 1441 | 1,750 | |
| #77 | Multi Turn | - | 1426 | 2,012 | |
| #80 | Coding | - | 1466 | 2,315 | |
| #80 | German | - | 1409 | 259 | |
| #80 | Industry Software And It Services | - | 1455 | 4,093 | |
| #80 | Instruction Following | - | 1413 | 2,925 | |
| #83 | Hard Prompts | - | 1440 | 5,717 | |
| #84 | Chinese | - | 1455 | 494 | |
| #88 | Longer Query | - | 1425 | 2,204 | |
| #91 | English | - | 1427 | 5,644 | |
| #91 | Exclude Ties | - | 1402 | 8,129 | |
| #91 | Industry Medicine And Healthcare | - | 1436 | 628 | |
| #92 | Overall | - | 1415 | 11,515 | |
| #94 | Spanish | - | 1400 | 406 | |
| #95 | Math | - | 1410 | 704 | |
| #99 | Russian | - | 1401 | 717 | |
| #102 | Industry Writing And Literature And Language | - | 1388 | 2,367 | |
| #106 | Industry Mathematical | - | 1411 | 591 | |
| #116 | Industry Entertainment And Sports And Media | - | 1361 | 1,911 | |
| #119 | Creative Writing | - | 1362 | 1,385 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #11 | Captioning | - | 1206 | 148 | |
| #19 | Entity Recognition | - | 1194 | 148 | |
| #37 | Homework | - | 1260 | 1,612 | |
| #41 | Creative Writing Vision | - | 1230 | 819 | |
| #44 | Chinese | - | 1243 | 719 | |
| #44 | Ocr | - | 1230 | 7,620 | |
| #45 | Diagram | - | 1240 | 2,693 | |
| #45 | English | - | 1218 | 5,143 | |
| #45 | Overall | - | 1215 | 12,232 | |
| #48 | Creative Writing | - | 1201 | 819 | |
| #48 | Humor | - | 1164 | 457 |