MiniMax-M2.1

MiniMax M2.1 is a multilingual large model optimized for programming and office scenarios, launched by MiniMax (Shanghai Xiyu Technology). Its core positioning is as an “efficient executor of complex real-world tasks,” specifically designed for developers and digital employees.

• Comprehensive enhancement of multilingual programming: Systematically improves proficiency in languages such as Rust, Java, Golang, C++, Kotlin, Objective-C, and TypeScript, covering the entire full-stack development pipeline.
• Leap forward in web and app development: Significantly boosts native Android/iOS development capabilities and integrates an understanding of design aesthetics, enabling the creation of high-quality UIs and 3D interactions.
• Upgraded execution of composite instructions: Pioneers the introduction of the Interleaved Thinking mechanism, precisely integrating multiple constraints and delivering reliable performance in office automation scenarios.
• Simpler and more efficient responses: Compared to M2, the thought chain is more concise, token consumption is reduced, response speed is improved, and agent workflows are smoother.
• Outstanding tool generalization capability: Demonstrates stable and consistent performance across mainstream coding agent frameworks such as Claude Code, Cline, Kilo, and BlackBox.

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Core Capabilities

💻 Full-stack application development capability: From backend APIs to iOS widgets, Android sensor interactions, and web-based 3D Christmas trees—end-to-end generation of runnable applications.

🎨 Code as design: Not only can it write functional code, but it can also implement visual expressions such as asymmetric layouts, contrasting color typography, and particle animations, driving the realization of “vibe coding.”

🧾 Office task automation: Can manipulate Excel, read internal documents, and facilitate cross-software communication (e.g., Slack + Jira), completing end-to-end processes such as budget calculations and issue tracking.

🤖 Digital employee readiness: By controlling mouse and keyboard actions via text commands, it can perform administrative, financial, and development tasks in real office environments, moving toward an AI-native way of working.