MiniMax-M2.7 is now available on Ollama's cloud ā a model built for coding and agentic tasks from MiniMax. It achieves 56.22% on SWE-Pro and 57.0% on Terminal Bench 2, with an 88% win-rate against predecessor M2.5. Both Claude Code and OpenClaw, an AI agent with Ollama model support, can access it as a cloud-hosted backend.
MiniMax describes M2.7 as their "first model which deeply participated in its own evolution" and labels it "Production-Ready SWE" ā with the company claiming it reduced intervention-to-recovery time for online incidents.
If you're already using Claude Code or OpenClaw, you can now route agentic coding sessions through MiniMax-M2.7 via Ollama's cloud ā no local model download needed.