Model Comparator
Compare up to four models using the same criteria.
2 models compared
- KAT-Coder-Pro V1
KwaiKAT
- MiniMax-M2
MiniMax
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | KAT-Coder-Pro V1 KwaiKAT | MiniMax-M2 MiniMax | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 18.6 | 18.6 | |
| Math | Best: 94.7 | 78.3 | |
| Speed | — | 64.7 t/s | |
| TTFT | — | 1.46 s | |
| Input · $ / 1M tokens | — | $0.30 | |
| Output · $ / 1M tokens | — | $1.20 | |
| Context window | Best: 256K | 205K | |
| Reasoning | No | Yes | |
| Open weights | No | Yes |
Intelligence
- KAT-Coder-Pro V1
- 18.6
- MiniMax-M2
- 18.6
Math
- KAT-Coder-Pro V1
- Best: 94.7
- MiniMax-M2
- 78.3
Speed
- KAT-Coder-Pro V1
- —
- MiniMax-M2
- 64.7 t/s
TTFT
- KAT-Coder-Pro V1
- —
- MiniMax-M2
- 1.46 s
Input · $ / 1M tokens
- KAT-Coder-Pro V1
- —
- MiniMax-M2
- $0.30
Output · $ / 1M tokens
- KAT-Coder-Pro V1
- —
- MiniMax-M2
- $1.20
Context window
- KAT-Coder-Pro V1
- Best: 256K
- MiniMax-M2
- 205K
Reasoning
- KAT-Coder-Pro V1
- No
- MiniMax-M2
- Yes
Open weights
- KAT-Coder-Pro V1
- No
- MiniMax-M2
- Yes
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.
- MiniMax-M218.6 · $0.525
Not plotted for lack of data on these axes: KAT-Coder-Pro V1.