Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | MiniMax-M2.1 | KAT Coder Pro V2 |
|---|---|---|
| Input ($/M tokens) | $0.3 | $0.3 |
| Output ($/M tokens) | $1.2 | $1.2 |
Data from Artificial Analysis API — 12 benchmarks
Both models have similar pricing. Check the detailed breakdown above for input vs output token costs.
MiniMax-M2.1 wins 7 out of 12 benchmarks compared to 4 for KAT Coder Pro V2. See the detailed benchmark chart above for per-category results.
KAT Coder Pro V2 generates tokens faster at 99 tok/s vs 63 tok/s. MiniMax-M2.1 also has lower time-to-first-token (1.56s vs 2.03s).
Choose based on your priorities: both are similarly priced, MiniMax-M2.1 for stronger benchmark performance, and KAT Coder Pro V2 for faster generation. For latency-sensitive apps, check the TTFT comparison above.