Qwen: Qwen3 Coder 30B A3B Instruct wins on more metrics (7 of 9), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | Amazon: Nova Premier 1.0 | Qwen: Qwen3 Coder 30B A3B Instruct |
|---|---|---|
| Intelligence Index | 19.0 | 20.0✓ |
| Coding Index | 13.8 | 19.4✓ |
| GPQA Diamond | 57%✓ | 52% |
| Design Arena Elo | 880 | 1132✓ |
| Speed (tokens/sec) | 12 | 39✓ |
| Latency | 13.2s | 1.3s✓ |
| Input price /M | $2.50 | $0.070✓ |
| Output price /M | $12.50 | $0.270✓ |
| Context window | 1M✓ | 160K |
| Capabilities | ToolsVision | ToolsJSON |