MiniMax M2.5: Agent-Native LLM with Coding at Opus 4.6 Level

Designed for agent-verse — the perfect workhorse model for the future workspace. 3x faster than Opus, at the best price of any SOTA model.

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MiniMax M2.5

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Key Features

1. Agent-Native Architecture

MiniMax M2.5 is designed from the ground up for the agent-verse. It excels at autonomous multi-step workflows, tool orchestration, and complex task decomposition — making it the ideal backbone for always-on AI agents in the future workspace.

2. Coding & Agentic at Opus 4.6 Level

Scoring higher than Opus 4.6 on SWE-bench Pro and SWE-bench Verified, MiniMax M2.5 delivers frontier-level coding and agentic capabilities. From web and app development to 3D projects, it handles real-world software engineering tasks with precision.

3. Lightning Fast: 3x Faster Than Opus

With optimized thinking efficiency and 100 tokens per second output speed, MiniMax M2.5 achieves 3x the speed of Opus. Fast enough for real-time agent loops, interactive coding sessions, and latency-sensitive production workloads.

4. SOTA Workspace Productivity

The perfect workhorse for the future workspace. MiniMax M2.5 is state-of-the-art in Excel data analysis, deep research, document generation and summarization, Word, and PPT creation — handling the tasks that define modern knowledge work.

5. Best Price & Smallest Footprint

At just $0.3/M input tokens and $0.06/M blended cost with cache, MiniMax M2.5 offers the best pricing of any SOTA model for always-on agents. With only 10B activated parameters — the smallest among all Tier-1 models — it provides an unparalleled advantage for self-hosting.

Using cases

Web Dev: Build responsive websites and web applications with clean, production-ready code.

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App Dev: Develop mobile and desktop applications with modern frameworks and best practices.

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3D Dev: Create 3D scenes, models, and interactive experiences with code-driven workflows.

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Excel: Analyze spreadsheet data, generate formulas, create pivot tables, and automate data workflows.

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Word: Generate professional documents, reports, summaries, and structured content from any source.

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PPT: Create presentation outlines, slide content, and structured decks for any topic.

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Q & A

What is MiniMax M2.5?

MiniMax M2.5 is an agent-native large language model by MiniMax with coding and agentic capabilities at or above Opus 4.6 level. It scores higher than Opus 4.6 on SWE-bench Pro and SWE-bench Verified, and is designed as the perfect workhorse for agent-driven workflows.

How fast is MiniMax M2.5?

MiniMax M2.5 achieves 100 tokens per second with optimized thinking efficiency, making it approximately 3x faster than Opus. This speed enables real-time agent loops, interactive coding, and latency-sensitive production deployments.

What is MiniMax M2.5 best at?

MiniMax M2.5 is SOTA in workspace productivity tasks: Excel data analysis, deep research, document generation and summarization. It also excels at web dev, app dev, and 3D development. Its agent-native design makes it ideal for autonomous multi-step workflows.

How much does MiniMax M2.5 cost?

MiniMax M2.5 offers the best pricing of any SOTA model at $0.3/M input tokens and $0.06/M blended cost with cache. With only 10B activated parameters — the smallest among all Tier-1 models — it also provides an unparalleled advantage for self-hosting deployments.