Meta: Llama 4 Scout wins on more metrics (6 of 9), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | Meta: Llama 4 Scout | Qwen: Qwen3 VL 8B Instruct |
|---|---|---|
| Intelligence Index | 13.5 | 14.3✓ |
| Coding Index | 6.7 | 7.3✓ |
| GPQA Diamond | 59%✓ | 43% |
| Design Arena Elo | 940✓ | — |
| Speed (tokens/sec) | 100✓ | 56 |
| Latency | 316ms✓ | 542ms |
| Input price /M | $0.100 | $0.080✓ |
| Output price /M | $0.300✓ | $0.500 |
| Context window | 10M✓ | 256K |
| Capabilities | ToolsJSONVision | ToolsJSONVision |