If you are building a coding agent that will run thousands of agentic loops per day, the model you choose determines whether your infrastructure bill is $50/day or $1,000/day — for nearly identical task performance.

MiniMax M2.5 is the clearest illustration of that gap yet. It scores 80.2% on SWE-Bench Verified — within 0.6 percentage points of...