Model Comparator
Compare up to four models using the same criteria.
2 models compared
- KAT Coder Pro V2
KwaiKAT
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | KAT Coder Pro V2 KwaiKAT | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 21.4 | Best: 21.7 | |
| Coding | — | 59.5 | |
| Speed | 56.4 t/s | — | |
| TTFT | 2.43 s | — | |
| Input · $ / 1M tokens | $0.60×2 relative to the lowest price among the compared models | Best: $0.30 | |
| Output · $ / 1M tokens | $3.60×3 relative to the lowest price among the compared models | Best: $1.20 | |
| Context window | Best: 262K | 256K | |
| Reasoning | No | No | |
| Open weights | Yes | No |
Intelligence
- Qwen3.5 397B A17B (Non-reasoning)
- 21.4
- KAT Coder Pro V2
- Best: 21.7
Coding
- Qwen3.5 397B A17B (Non-reasoning)
- —
- KAT Coder Pro V2
- 59.5
Speed
- Qwen3.5 397B A17B (Non-reasoning)
- 56.4 t/s
- KAT Coder Pro V2
- —
TTFT
- Qwen3.5 397B A17B (Non-reasoning)
- 2.43 s
- KAT Coder Pro V2
- —
Input · $ / 1M tokens
- Qwen3.5 397B A17B (Non-reasoning)
- $0.60×2 relative to the lowest price among the compared models
- KAT Coder Pro V2
- Best: $0.30
Output · $ / 1M tokens
- Qwen3.5 397B A17B (Non-reasoning)
- $3.60×3 relative to the lowest price among the compared models
- KAT Coder Pro V2
- Best: $1.20
Context window
- Qwen3.5 397B A17B (Non-reasoning)
- Best: 262K
- KAT Coder Pro V2
- 256K
Reasoning
- Qwen3.5 397B A17B (Non-reasoning)
- No
- KAT Coder Pro V2
- No
Open weights
- Qwen3.5 397B A17B (Non-reasoning)
- Yes
- KAT Coder Pro V2
- No
Each reasoning level remains a separate configuration.
Score and cost
Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.
- Qwen3.5 397B A17B (Non-reasoning)21.4 · $1.35
- KAT Coder Pro V221.7 · $0.525