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  1. Home/
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  3. MiniMax
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Model evolution

One challenge, every MiniMax generation.

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MiniMax

MiniMax: every model, side by side

Chinese AI company building the MiniMax model family with long-context and MoE architectures.

  • Chinese research lab, generative models only.
  • Long-context reasoning on MoE architectures.
Compare MiniMax models
Total models
9
Text models
8
Image models
1
Active period
Mar 2025 to Jun 2026

MiniMax models and answers

Models9Responses6
  • MiniMax M3

    Jun 2026

    MiniMax M3 takes text, image and video, returns text, over a 1M token context, for long-horizon agent work, coding and tool use. MiniMax Sparse Attention swaps full attention for KV-block selection, cutting per-token compute at long context to roughly a twentieth of the last generation.

    conversation · reasoning · code-generation · analysis · agentic-tool-use · tool-use · planning

  • MiniMax M2.7

    Mar 2026

    MiniMax M2.7 runs multi-agent collaboration internally, planning, executing and refining across changing environments. Handles live debugging, root cause analysis, financial modelling and document generation across Word, Excel and PowerPoint. Scores 56.2% on SWE-Pro, 57.0% on Terminal Bench 2, 1495 ELO on GDPval-AA.

    conversation · reasoning · code-generation · analysis · agentic-tool-use · planning · data-extraction

  • MiniMax M2.5

    Feb 2026

    MiniMax M2.5 extends M2.1's coding into office work: it generates and operates Word, Excel and PowerPoint files, switches software environments, and works alongside other agents. Scores 80.2% on SWE-Bench Verified, 51.3% on Multi-SWE-Bench and 76.3% on BrowseComp, on fewer tokens than earlier generations.

    conversation · reasoning · code-generation · analysis · agentic-tool-use · planning · data-extraction

  • MiniMax M2-her

    Jan 2026

    A dialogue-first model for roleplay, character chat and long multi-turn conversation. Holds tone and personality, supports rich message roles, and can learn pacing from example dialogue.

    conversation · reasoning

  • MiniMax M2.1

    Dec 2025

    MiniMax's 230B mixture-of-experts model with open weights under MIT, tuned for coding and agent work. Available from MiniMax's own platform, Hugging Face and OpenRouter.

    conversation · reasoning · code-generation · analysis

  • MiniMax M2

    Oct 2025

    MiniMax M2: 10B activated parameters for coding agents, compile-run-fix loops and long-horizon reasoning. Good SWE-Bench and Terminal-Bench results, and it holds reasoning continuity across multi-step tasks.

    conversation · reasoning · code-generation · analysis · planning · agentic-tool-use · tool-use

  • MiniMax M1

    Jun 2025

    MiniMax M1, an open-weight reasoning model with 456B total parameters and 45.9B active per token. It pairs a mixture-of-experts backbone with a lightning attention mechanism to hold context up to 1 million tokens without the usual FLOP cost, and is tuned for multi-step reasoning.

    conversation · reasoning · code-generation · analysis · agentic-tool-use · memory

  • MiniMax Image-01

    Jun 2025

    MiniMax's first image generation model with character reference support for consistent character generation across multiple images. Produces high-quality, detailed images with strong compositional abilities.

    image-generation

  • MiniMax Speech-02 HD

    Mar 2025

    High-definition text-to-speech with studio-quality output and fine-grained emotion control.

    text-to-speech · audio-generation