MiniMax-M2.7-highspeed is the performance-optimized variant of the M2.7 flagship series. It delivers the same state-of-the-art intelligence—including recursive self-improvement and expert-level office productivity—but is engineered for applications requiring sub-second latency and high-velocity token generation. By leveraging an enhanced inference backbone, it achieves a 66% increase in output speed (100 tps) compared to the standard model. It is the premier choice for interactive coding assistants, real-time agentic loop execution, and high-throughput enterprise pipelines where time-to-completion is a critical success factor.