Model Comparator
Compare up to four models using the same criteria.
2 models compared
- KAT-Coder-Pro V1
KwaiKAT
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | KAT-Coder-Pro V1 KwaiKAT | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 18.4 | Best: 18.6 | |
| Coding | 48.2 | — | |
| Math | — | 94.7 | |
| Agentic | 8.3 | — | |
| Speed | 55.9 t/s | — | |
| TTFT | 2.5 s | — | |
| Input · $ / 1M tokens | $0.60 | — | |
| Output · $ / 1M tokens | $3.60 | — | |
| Context window | Best: 262K | 256K | |
| Reasoning | Yes | No | |
| Open weights | Yes | No | |
| Cost / task | $0.475 | — |
Intelligence
- Qwen3.5 397B A17B (Reasoning)
- 18.4
- KAT-Coder-Pro V1
- Best: 18.6
Coding
- Qwen3.5 397B A17B (Reasoning)
- 48.2
- KAT-Coder-Pro V1
- —
Math
- Qwen3.5 397B A17B (Reasoning)
- —
- KAT-Coder-Pro V1
- 94.7
Agentic
- Qwen3.5 397B A17B (Reasoning)
- 8.3
- KAT-Coder-Pro V1
- —
Speed
- Qwen3.5 397B A17B (Reasoning)
- 55.9 t/s
- KAT-Coder-Pro V1
- —
TTFT
- Qwen3.5 397B A17B (Reasoning)
- 2.5 s
- KAT-Coder-Pro V1
- —
Input · $ / 1M tokens
- Qwen3.5 397B A17B (Reasoning)
- $0.60
- KAT-Coder-Pro V1
- —
Output · $ / 1M tokens
- Qwen3.5 397B A17B (Reasoning)
- $3.60
- KAT-Coder-Pro V1
- —
Context window
- Qwen3.5 397B A17B (Reasoning)
- Best: 262K
- KAT-Coder-Pro V1
- 256K
Reasoning
- Qwen3.5 397B A17B (Reasoning)
- Yes
- KAT-Coder-Pro V1
- No
Open weights
- Qwen3.5 397B A17B (Reasoning)
- Yes
- KAT-Coder-Pro V1
- No
Cost / task
- Qwen3.5 397B A17B (Reasoning)
- $0.475
- KAT-Coder-Pro V1
- —
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 (Reasoning)18.4 · $0.475
Not plotted for lack of data on these axes: KAT-Coder-Pro V1.