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 | 97.81% | - | bf16 | - |
| Alibaba | alibaba | 262K | $0.260 | $2.08 | 96.60% | - | - | - |
| AtlasCloud | atlas-cloud/fp8 | 262K | $0.300 | $2.40 | 95.04% | - | fp8 | - |
| SiliconFlow | siliconflow/fp8 | 262K | $0.260 | $2.08 | 82.29% | - | fp8 | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #69 | French | - | 1451 | 872 | |
| #79 | Industry Business And Management And Financial Operations | - | 1421 | 5,448 | |
| #80 | Math | - | 1424 | 1,779 | |
| #82 | Chinese | - | 1464 | 1,639 | |
| #82 | German | - | 1413 | 423 | |
| #84 | Industry Mathematical | - | 1430 | 1,581 | |
| #84 | Spanish | - | 1412 | 854 | |
| #85 | Expert | - | 1445 | 2,473 | |
| #86 | Japanese | - | 1362 | 229 | |
| #91 | English | - | 1431 | 13,479 | |
| #92 | Industry Life And Physical And Social Science | - | 1436 | 4,641 | |
| #94 | Exclude Ties | - | 1404 | 20,913 | |
| #94 | Hard Prompts English | - | 1444 | 8,868 | |
| #94 | Instruction Following | - | 1407 | 9,045 | |
| #94 | Overall | - | 1417 | 28,575 | |
| #95 | Industry Legal And Government | - | 1423 | 2,216 | |
| #97 | Korean | - | 1349 | 451 | |
| #97 | Multi Turn | - | 1417 | 4,953 | |
| #98 | Industry Software And It Services | - | 1451 | 11,212 | |
| #100 | Coding | - | 1459 | 7,816 | |
| #100 | Hard Prompts | - | 1433 | 17,878 | |
| #104 | Industry Writing And Literature And Language | - | 1389 | 6,476 | |
| #105 | Industry Medicine And Healthcare | - | 1433 | 2,072 | |
| #106 | Longer Query | - | 1418 | 10,944 | |
| #111 | Russian | - | 1397 | 3,007 | |
| #119 | Creative Writing | - | 1367 | 4,361 | |
| #119 | Industry Entertainment And Sports And Media | - | 1367 | 5,504 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #32 | Chinese | - | 1282 | 739 | |
| #33 | Humor | - | 1229 | 419 | |
| #42 | Creative Writing Vision | - | 1230 | 741 | |
| #42 | Overall | - | 1228 | 12,571 | |
| #43 | Homework | - | 1253 | 1,902 | |
| #43 | Ocr | - | 1240 | 8,775 | |
| #44 | English | - | 1226 | 5,328 | |
| #46 | Creative Writing | - | 1210 | 741 | |
| #46 | Diagram | - | 1245 | 3,251 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #51 | Webdev-react | - | 1359 | 7,131 | |
| #54 | Webdev | - | 1365 | 8,151 | |
| #55 | Overall | - | 1364 | 8,152 | |
| #62 | Webdev-html | - | 1348 | 992 |