Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | KAT-Coder-Pro V1 | MiniMax-M2.7 |
|---|---|---|
| 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-M2.7 wins 6 out of 12 benchmarks compared to 5 for KAT-Coder-Pro V1. See the detailed benchmark chart above for per-category results.
MiniMax-M2.7 generates tokens faster at 44 tok/s vs 38 tok/s. KAT-Coder-Pro V1 also has lower time-to-first-token (1.13s vs 1.58s).
Choose based on your priorities: both are similarly priced, MiniMax-M2.7 for stronger benchmark performance, and MiniMax-M2.7 for faster generation. For latency-sensitive apps, check the TTFT comparison above.