MiniMax M2.7 is now available on Vercel AI Gateway in two variants: standard and high-speed. M2.7 is a major step up from previous M2-series models in software engineering, agentic workflows, and professional office tasks. It natively supports multi-agent collaboration, complex skill orchestration, and dynamic tool search for building agentic workflows, and improves production debugging and end-to-end project delivery.
The high-speed variant delivers the same performance for 2x the cost of standard at ~100 tokens per second for latency-sensitive use cases.
To use M2.7, set model to minimax/minimax-m2.7 or minimax/minimax-m2.7-highspeed in the AI SDK. AI Gateway provides a unified API for calling models, tracking usage and cost, and configuring retries, failover, and performance optimizations. It includes built-in observability, Bring Your Own Key support, and intelligent provider routing with automatic retries.
Learn more about AI Gateway, view the AI Gateway model leaderboard or try it in the model playground.
Fetched March 26, 2026