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 |
|---|---|---|---|---|---|---|---|---|
| Alibaba | alibaba | 262K | $0.260 | $2.08 | 99.94% | - | - | - |
| AtlasCloud | atlas-cloud/fp8 | 262K | $0.300 | $2.40 | 99.83% | - | fp8 | - |
| Novita | novita/bf16 | 262K | $0.400 | $3.20 | 99.80% | - | bf16 | - |
| DeepInfra | deepinfra/fp8 | 262K | $0.290 | $2.40 | 99.79% | - | fp8 | - |
| SiliconFlow | siliconflow/fp8 | 262K | $0.260 | $2.08 | 98.43% | - | fp8 | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #69 | Spanish | - | 1421 | 778 | |
| #71 | French | - | 1445 | 770 | |
| #73 | Chinese | - | 1465 | 1,466 | |
| #75 | Industry Business And Management And Financial Operations | - | 1421 | 5,017 | |
| #76 | Industry Mathematical | - | 1431 | 1,443 | |
| #76 | Math | - | 1422 | 1,682 | |
| #80 | Expert | - | 1444 | 2,306 | |
| #83 | English | - | 1431 | 12,499 | |
| #83 | German | - | 1406 | 408 | |
| #83 | Japanese | - | 1358 | 214 | |
| #86 | Industry Life And Physical And Social Science | - | 1435 | 4,336 | |
| #87 | Exclude Ties | - | 1404 | 18,980 | |
| #87 | Overall | - | 1417 | 26,670 | |
| #88 | Hard Prompts English | - | 1443 | 8,029 | |
| #90 | Industry Legal And Government | - | 1422 | 2,078 | |
| #91 | Multi Turn | - | 1417 | 4,538 | |
| #92 | Industry Software And It Services | - | 1450 | 10,201 | |
| #92 | Instruction Following | - | 1404 | 8,253 | |
| #93 | Korean | - | 1349 | 414 | |
| #95 | Hard Prompts | - | 1432 | 16,289 | |
| #97 | Industry Writing And Literature And Language | - | 1391 | 6,028 | |
| #101 | Coding | - | 1455 | 7,029 | |
| #102 | Longer Query | - | 1416 | 9,621 | |
| #103 | Industry Medicine And Healthcare | - | 1432 | 1,944 | |
| #108 | Russian | - | 1393 | 2,800 | |
| #111 | Creative Writing | - | 1369 | 4,100 | |
| #113 | Industry Entertainment And Sports And Media | - | 1365 | 5,069 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #28 | Humor | - | 1239 | 315 | |
| #31 | Chinese | - | 1278 | 562 | |
| #35 | Homework | - | 1261 | 1,535 | |
| #40 | Ocr | - | 1236 | 6,872 | |
| #41 | English | - | 1224 | 4,208 | |
| #41 | Overall | - | 1223 | 10,089 | |
| #42 | Creative Writing Vision | - | 1229 | 632 | |
| #44 | Diagram | - | 1241 | 2,575 | |
| #45 | Creative Writing | - | 1210 | 632 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #47 | Webdev-react | - | 1360 | 7,129 | |
| #51 | Overall | - | 1365 | 8,148 | |
| #51 | Webdev | - | 1365 | 8,148 | |
| #55 | Webdev-html | - | 1349 | 990 |