October 19, 2026·6 min read·Expert
MiniMax M3.1 Flash: Cheap Tokens Change the Experiment, Not the Acceptance Test
A primary-source assessment of MiniMax M3.1 Flash: inference economics, reasoning controls, API compatibility gaps, and a concrete migration experiment.