← Tuesday, October 20, 2026AgentsRelease

MiniMax M3.1 Flash claims faster inference and stronger agent performance

minimax.io Editor score 7/10

MiniMax says M3.1 Flash cuts online inference time by nearly three times and usage costs by 70%, with reported results on agent, coding and computer-use benchmarks. Those claims are relevant to teams weighing model capability against serving cost.

What
MiniMax M3.1 Flash is a model for agentic tasks, coding, computer use and cybersecurity; the company claims nearly three times faster online inference.
How
The model uses more aggressive sparsity, and MiniMax reports 70% lower usage costs than its predecessor for agentic tasks.
Why it matters
Lower task costs and faster inference could support complex, multi-step agent workflows, including software development and enterprise automation.

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