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Side-by-side comparison for AI agent model selection.
Side-by-side comparison of KAT-Coder-Pro V2 and Gemini 3 Flash. KAT-Coder-Pro V2 scores 44 on quality benchmarks at $1.50/1M tokens. Gemini 3 Flash scores 46 at $0.38/1M tokens.
KAT-Coder-Pro V2 is the more affordable option. Gemini 3 Flash leads in quality benchmarks at a lower price point. For budget-conscious users, go with Gemini 3 Flash. For maximum quality, choose Gemini 3 Flash.
| KAT-Coder-Pro V2 | Gemini 3 Flash | |
|---|---|---|
| Provider | KwaiPilot | |
| Tier | Mid-Range | Budget |
| Quality Score | 44 | 46 |
| Input Price | $0.30/1M | $0.07/1M |
| Output Price | $1.20/1M | $0.30/1M |
| Speed | 100 tok/s | 160 tok/s |
| Context Window | 256K | 1.0M |
| Max Output | 80K | 66K |
| Reasoning | No | Yes |
| Vision | No | Yes |
| Task | KAT-Coder-Pro V2 | Gemini 3 Flash | Savings |
|---|---|---|---|
| Coding | $2.97 | $0.74 | Gemini 3 Flash saves $2.23 |
| Analysis | $1.65 | $0.41 | Gemini 3 Flash saves $1.24 |
| Research | $1.32 | $0.33 | Gemini 3 Flash saves $0.99 |
| $0.26 | $0.07 | Gemini 3 Flash saves $0.20 | |
| Summarization | $0.53 | $0.13 | Gemini 3 Flash saves $0.40 |
| Image Analysis | $0.40 | $0.10 | Gemini 3 Flash saves $0.30 |