Google: Gemini 3.5 Flash wins on more metrics (5 of 9), but the right pick depends on what you optimize for — see the breakdown below.
| Metric | Google: Gemini 3.5 Flash | Kwaipilot: KAT-Coder-Pro V2 |
|---|---|---|
| Intelligence Index | 43.3 | 43.8✓ |
| Coding Index | 47.1✓ | 45.6 |
| GPQA Diamond | 83% | 86%✓ |
| Design Arena Elo | 1328✓ | — |
| Speed (tokens/sec) | 148✓ | 46 |
| Latency | 2.0s✓ | 2.4s |
| Input price /M | $1.50 | $0.300✓ |
| Output price /M | $9.00 | $1.20✓ |
| Context window | 1.0M✓ | 256K |
| Capabilities | ReasoningToolsJSONVisionAudio | ToolsJSON |