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 | Best: 18.9 | 18.6 | |
| Math | — | 94.7 | |
| Input · $ / 1M tokens | $0.0938 | — | |
| Output · $ / 1M tokens | $0.188 | — | |
| Context window | Best: 1M | 256K | |
| Reasoning | No | No | |
| Open weights | Yes | No |
Intelligence
- DeepSeek V4 Flash 0420 (Non-reasoning)
- Best: 18.9
- KAT-Coder-Pro V1
- 18.6
Math
- DeepSeek V4 Flash 0420 (Non-reasoning)
- —
- KAT-Coder-Pro V1
- 94.7
Input · $ / 1M tokens
- DeepSeek V4 Flash 0420 (Non-reasoning)
- $0.0938
- KAT-Coder-Pro V1
- —
Output · $ / 1M tokens
- DeepSeek V4 Flash 0420 (Non-reasoning)
- $0.188
- KAT-Coder-Pro V1
- —
Context window
- DeepSeek V4 Flash 0420 (Non-reasoning)
- Best: 1M
- KAT-Coder-Pro V1
- 256K
Reasoning
- DeepSeek V4 Flash 0420 (Non-reasoning)
- No
- KAT-Coder-Pro V1
- No
Open weights
- DeepSeek V4 Flash 0420 (Non-reasoning)
- Yes
- KAT-Coder-Pro V1
- 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.
- DeepSeek V4 Flash 0420 (Non-reasoning)18.9 · $0.117
Not plotted for lack of data on these axes: KAT-Coder-Pro V1.