Amazon: Nova Pro 1.0 wins on more metrics (5 of 9), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | Amazon: Nova Pro 1.0 | Qwen: Qwen3 VL 8B Instruct |
|---|---|---|
| Intelligence Index | 13.5 | 14.3✓ |
| Coding Index | 11.0✓ | 7.3 |
| GPQA Diamond | 50%✓ | 43% |
| Design Arena Elo | 841✓ | — |
| Speed (tokens/sec) | 79✓ | 71 |
| Latency | 653ms | 569ms✓ |
| Input price /M | $0.800 | $0.080✓ |
| Output price /M | $3.20 | $0.500✓ |
| Context window | 300K✓ | 256K |
| Capabilities | ToolsVision | ToolsJSONVision |