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MiniMax M3

MiniMax M3 is a large language model designed for coding and agentic tasks, featuring a 1 million token context window and a novel sparse attention architecture.

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MiniMax M3 screenshot
Category
AI Models
Best for
Best for developers and engineering teams building complex autonomous agents or applications requiring analysis of very large codebases and documents.
Pricing
Token-based plans; referral discounts often available.

What it is

MiniMax M3 is a frontier large language model optimized for production-grade engineering and agentic workflows. It targets developers and builders who need to process vast amounts of data, offering a context window of 1 million tokens. Key capabilities include native multimodal support for interleaved text and images, alongside a proprietary Mixture-of-Sequence-Attention (MSA) architecture designed for scaling. It moves beyond simple code generation to support complex task automation.

How it helps you

It allows users to analyze entire large codebases or document sets in a single pass, streamlining the development workflow. By supporting extensive context and agentic capabilities, it helps automate repetitive engineering tasks and build sophisticated AI agents.

Key benefits

  • 1 million token context window
  • Optimized for complex coding tasks
  • Native multimodal support
  • Proprietary MSA architecture for efficiency
  • Supports agentic workflow automation
  • High-throughput token pricing available

Pros

  • + Large context window handles massive inputs
  • + Specifically tuned for coding and agents
  • + Cost-efficient token plans compared to competitors
  • + Multimodal capabilities built-in

Cons

  • Novel MSA architecture may differ from standard implementations
  • Heavy focus on coding may affect general text versatility
  • Ecosystem reliance on specific MiniMax tools

How to set up

  1. 01 Sign up at platform.minimax.io.
  2. 02 Choose a token plan or pay-as-you-go credits.
  3. 03 Generate an API key in the dashboard.
  4. 04 Connect via OpenAI-compatible API in Cursor, OpenCode or your agent.

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