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MiniMax releases M3.1 Flash, a low-cost model for agents and coding

MiniMax rolled out M3.1 Flash, a faster, cheaper model aimed at agent tasks, coding, computer use and security work, priced at $0.15 per million input tokens and $0.60 per million output tokens through its API.

What happened

  • On October 19, 2026, MiniMax officially released M3.1 Flash and said an early version had already run anonymously as "Space Bunny".
  • MiniMax says online inference is nearly three times faster and overall agent-task cost is 70% lower than the previous Flash model.
  • Pricing is $0.15 per million input tokens, $0.60 per million output tokens and $0.015 per million cached input tokens.
  • MiniMax reports scores including 73.7% on DeepSWE v1.1, 61.7 on OSWorld V2 and 82% on CyberGym.
  • It's available now through the MiniMax API, the M Plan subscription and MiniMax Code; MiniMax says model weights and a Pro model will come later.
Why it matters: Cheaper models that can handle multi-step agent work lower the cost of automating routine business tasks. Benchmark figures are MiniMax's own and haven't been independently confirmed.

Sources

Checked October 20, 2026 against the sources above. Claims about performance or benchmarks are the company's own unless stated otherwise.

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