The Qwen3.5 122B-A10B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. In terms of...
text+image+video->text| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Novita | novita/bf16 | 262K | $0.400 | $3.20 | 99.53% | - | bf16 | - |
| AtlasCloud | atlas-cloud/fp8 | 262K | $0.300 | $2.40 | 98.63% | - | fp8 | - |
| Alibaba | alibaba | 262K | $0.260 | $2.08 | 94.02% | - | - | - |
| SiliconFlow | siliconflow/fp8 | 262K | $0.260 | $2.08 | 86.11% | - | fp8 | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #70 | French | - | 1451 | 871 | |
| #81 | Industry Business And Management And Financial Operations | - | 1422 | 5,451 | |
| #83 | German | - | 1413 | 423 | |
| #83 | Math | - | 1424 | 1,779 | |
| #85 | Chinese | - | 1463 | 1,641 | |
| #86 | Expert | - | 1445 | 2,478 | |
| #87 | Industry Mathematical | - | 1430 | 1,591 | |
| #87 | Spanish | - | 1411 | 858 | |
| #90 | Japanese | - | 1364 | 228 | |
| #93 | Industry Life And Physical And Social Science | - | 1436 | 4,637 | |
| #94 | English | - | 1431 | 13,463 | |
| #96 | Hard Prompts English | - | 1444 | 8,854 | |
| #96 | Instruction Following | - | 1406 | 9,043 | |
| #97 | Exclude Ties | - | 1404 | 20,894 | |
| #97 | Industry Legal And Government | - | 1425 | 2,218 | |
| #98 | Korean | - | 1349 | 451 | |
| #98 | Overall | - | 1417 | 28,563 | |
| #99 | Coding | - | 1459 | 7,816 | |
| #99 | Multi Turn | - | 1418 | 4,955 | |
| #100 | Industry Software And It Services | - | 1451 | 11,209 | |
| #101 | Hard Prompts | - | 1433 | 17,877 | |
| #104 | Non English | - | 1398 | 15,100 | |
| #106 | Industry Writing And Literature And Language | - | 1389 | 6,475 | |
| #107 | Longer Query | - | 1418 | 10,943 | |
| #110 | Industry Medicine And Healthcare | - | 1434 | 2,071 | |
| #113 | Polish | - | 1383 | 585 | |
| #116 | Russian | - | 1397 | 3,004 | |
| #122 | Creative Writing | - | 1366 | 4,360 | |
| #122 | Industry Entertainment And Sports And Media | - | 1366 | 5,500 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #34 | Chinese | - | 1280 | 747 | |
| #36 | Humor | - | 1227 | 421 | |
| #44 | English | - | 1227 | 5,341 | |
| #44 | Ocr | - | 1240 | 8,786 | |
| #44 | Overall | - | 1228 | 12,584 | |
| #45 | Creative Writing Vision | - | 1228 | 742 | |
| #46 | Homework | - | 1253 | 1,898 | |
| #48 | Diagram | - | 1246 | 3,265 | |
| #50 | Creative Writing | - | 1209 | 742 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #53 | Webdev-react | - | 1359 | 7,144 | |
| #57 | Overall | - | 1364 | 8,166 | |
| #57 | Webdev | - | 1364 | 8,166 | |
| #64 | Webdev-html | - | 1347 | 993 |