DeepSeek: DeepSeek V3.1 wins on more metrics (8 of 9), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | DeepSeek: DeepSeek V3.1 | Qwen: Qwen3 VL 235B A22B Thinking |
|---|---|---|
| Intelligence Index | 28.1✓ | 27.6 |
| Coding Index | 28.4✓ | 20.9 |
| GPQA Diamond | 74% | 77%✓ |
| Design Arena Elo | 1167✓ | — |
| Speed (tokens/sec) | 96✓ | 45 |
| Latency | 399ms✓ | 1.0s |
| Input price /M | $0.210✓ | $0.260 |
| Output price /M | $0.790✓ | $2.60 |
| Context window | 164K✓ | 131K |
| Capabilities | ReasoningToolsJSON | ReasoningToolsJSONVision |