DeepSeek: R1 0528 wins on more metrics (6 of 9), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | DeepSeek: R1 0528 | Qwen: Qwen3 VL 235B A22B Thinking |
|---|---|---|
| Intelligence Index | 27.1 | 27.6✓ |
| Coding Index | 24.0✓ | 20.9 |
| GPQA Diamond | 81%✓ | 77% |
| Design Arena Elo | 1222✓ | — |
| Speed (tokens/sec) | 26 | 45✓ |
| Latency | 648ms✓ | 1.0s |
| Input price /M | $0.500 | $0.260✓ |
| Output price /M | $2.15✓ | $2.60 |
| Context window | 164K✓ | 131K |
| Capabilities | ReasoningToolsJSON | ReasoningToolsJSONVision |