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MiniMax M3 Open-Sourced, Response Speed Doubles

MiniMax M3 Open-Sourced, Response Speed Doubles

June 30, 2026
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MiniMax, a prominent AI company based in China, today announced the open-source release of its native multimodal flagship model, MiniMax M3. Prior to this, the team had already released the model's weights to the industry and published a highly technical paper on sparse attention mechanisms, which drew significant attention from the open-source community.

MiniMax M3 flagship model

Outstanding Performance Leads the Open-Source Race

As MiniMax's flagship model, M3 features a total of 428 billion parameters, with 23 billion active. Notably, it is the first open-source large language model to undergo multimodal mixed training from the very start of its training process.

Thanks to its advanced architecture, M3 rapidly claimed the top spot among open-source models on a leading global intelligence index within two weeks of launch. Following an initial surge in traffic that caused delays, the team optimized the model's output speed from 30 TPS to 80 TPS, with further enhancements planned.

Top-Tier Coding and Code Delivery Capabilities

In challenging coding and agent capability benchmarks, MiniMax M3 has achieved industry-leading performance. It can autonomously break down complex tasks and skillfully leverage external tools for multi-step reasoning.

Compared to traditional models, M3's code generation ability has taken a qualitative leap. The team stated that its code is designed to be deliverable-ready, not a barely functional prototype that needs heavy manual edits—a shift that will significantly improve developer productivity.

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