The Qwen3.5 27B native vision-language Dense model incorporates a linear attention mechanism, delivering fast response times while balancing inference speed and performance. Its overall capabilities are comparable to those of...
text+image+video->text| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Novita | novita/bf16 | 262K | $0.300 | $2.40 | 99.92% | - | bf16 | - |
| DeepInfra | deepinfra/fp8 | 262K | $0.260 | $2.60 | 99.31% | - | fp8 | - |
| Alibaba | alibaba | 262K | $0.195 | $1.56 | 98.38% | - | - | - |
| SiliconFlow | siliconflow/fp8 | 262K | $0.250 | $2.00 | 98.10% | - | fp8 | - |
| AtlasCloud | atlas-cloud/fp8 | 262K | $0.270 | $2.16 | 97.37% | - | fp8 | - |
| Phala | phala | 262K | $0.300 | $2.40 | 91.76% | - | - | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #69 | Math | - | 1429 | 1,653 | |
| #71 | Chinese | - | 1472 | 1,531 | |
| #77 | Industry Mathematical | - | 1437 | 1,531 | |
| #85 | Industry Life And Physical And Social Science | - | 1439 | 4,496 | |
| #91 | Japanese | - | 1352 | 203 | |
| #92 | Expert | - | 1439 | 2,383 | |
| #95 | Spanish | - | 1404 | 850 | |
| #96 | German | - | 1397 | 443 | |
| #96 | Hard Prompts English | - | 1441 | 8,482 | |
| #98 | Korean | - | 1349 | 444 | |
| #98 | Longer Query | - | 1423 | 10,267 | |
| #98 | Multi Turn | - | 1416 | 4,595 | |
| #99 | English | - | 1426 | 12,928 | |
| #103 | Industry Software And It Services | - | 1446 | 10,774 | |
| #104 | Industry Business And Management And Financial Operations | - | 1408 | 5,353 | |
| #106 | Instruction Following | - | 1401 | 8,631 | |
| #108 | Hard Prompts | - | 1427 | 17,115 | |
| #111 | Coding | - | 1451 | 7,536 | |
| #111 | Exclude Ties | - | 1392 | 20,054 | |
| #111 | Overall | - | 1409 | 27,421 | |
| #114 | French | - | 1415 | 800 | |
| #114 | Industry Medicine And Healthcare | - | 1428 | 1,943 | |
| #117 | Industry Writing And Literature And Language | - | 1381 | 6,176 | |
| #119 | Industry Legal And Government | - | 1406 | 2,093 | |
| #120 | Russian | - | 1391 | 2,865 | |
| #126 | Industry Entertainment And Sports And Media | - | 1361 | 5,104 | |
| #128 | Creative Writing | - | 1360 | 4,099 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #31 | Chinese | - | 1284 | 852 | |
| #32 | Entity Recognition | - | 1165 | 87 | |
| #39 | Humor | - | 1213 | 493 | |
| #43 | Creative Writing Vision | - | 1229 | 827 | |
| #43 | English | - | 1227 | 6,406 | |
| #46 | Overall | - | 1221 | 14,945 | |
| #47 | Ocr | - | 1232 | 10,590 | |
| #48 | Diagram | - | 1243 | 3,943 | |
| #49 | Creative Writing | - | 1207 | 827 | |
| #52 | Homework | - | 1241 | 2,140 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #51 | Webdev-html | - | 1383 | 931 | |
| #57 | Webdev | - | 1357 | 7,661 | |
| #57 | Webdev-react | - | 1347 | 6,710 | |
| #59 | Overall | - | 1357 | 7,662 |