MiniMax M2.1

MiniMax M2.1 achieves 93.6% success rate on the OpenClaw agent benchmark, second only to Gemini 3 Flash. It automates browser-based enterprise workflows without complex API integrations, handling nested pages and multi-step tasks efficiently. The model is open-weight, enabling local deployment, and is available on AWS Frankfurt and US-East-1. It integrates with tools like Kiro, OpenClaw, and Eigent, with free access on several platforms. Current evidence is limited to community evaluations and promotional trials. Long-context recall claims have not been independently verified. The M2.5 variant scored only 35.5% on the same benchmark, so version choice matters. Free access periods are temporary and subject to change. It suits developers prototyping coding assistants or browser-based agents, especially those replacing API integrations. Not recommended for production-critical systems requiring guaranteed stability and official support.