What makes MiniMax M2.7 'self-evolving'?

M2.7 utilizes a self-improvement harness that allows the model to analyze its own performance, extract reusable 'Skills' from successful tasks, and perform self-criticism to optimize its reasoning in future iterations.

Does MiniMax Agent support coding?

Yes, it is specifically optimized for software engineering, scoring high on benchmarks like SWE-Pro. It can handle end-to-end project delivery, bug hunting via log analysis, and secure code generation.

How do the credits work?

The platform uses a credit-based system. Free users typically receive 200 daily credits that expire at the end of the day. Paid plans offer monthly credit pools that can roll over depending on the specific plan terms.

Can I use MiniMax Agent via API?

Yes, MiniMax provides an Open Platform with standard and high-speed API versions of the M2.7 model, compatible with common SDKs and supporting automatic caching.

Subagents are parallel AI instances that the main Agent can deploy to handle different parts of a complex task simultaneously, reducing total wait time and improving accuracy.

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Agents

Freemium

MiniMax Agentv2.7 M

Advanced AI supercompanion for productivity and coding. Features self-evolving agents, multi-file editing, and persistent memory across web, mobile, and API.

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Rating

Reviews

Upvotes

3 months ago

Listed

Agents

AI Coding Assistant

Productivity

Autonomous Agents

Software Development

MoE Model

Multi-Agent Systems

Workflow Automation

Tool information

Provider

MiniMax

Platforms

Web

iOS

Android

Windows

macOS

Languages

English

Chinese

Japanese

Spanish

French

German

API Available

Yes

Added to directory

3 months ago

Last updated

about 2 months ago

Rating

Not available

Pricing

Freemium

About MiniMax Agentv2.7 M

What the tool does and who it's for

MiniMax Agentv2.7 M is an advanced AI assistant and autonomous agent framework powered by the MiniMax-M2.7 MoE (Mixture of Experts) model. It specializes in 'self-evolving' agentic workflows, capable of executing complex engineering tasks, multi-file code editing, and long-horizon tool chains. The platform features MaxHermes, a cloud-based assistant that remembers user feedback across sessions and extracts reusable skills from tasks. It integrates deeply with office suites for high-fidelity document editing and supports parallel subagents to accelerate productivity. Built for developers and power users, it provides a seamless 'zero-setup' experience with a web interface, mobile apps, and robust API compatibility for external tool integration.

Key capabilities

MaxHermes Assistant: A self-evolving AI companion that learns from user interactions and improves over time.

Advanced Coding: Excels at complex developer workflows, including multi-file edits and test-validated repairs.

Persistent Memory: Maintains cross-session memory of user feedback and refined skills for consistent performance.

Parallel Subagents: Executes multiple sub-tasks simultaneously to accelerate complex project delivery.

Generative UI: Automatically renders HTML and UI elements for design tasks and interactive step-by-step processes.

Office Suite Integration: Supports high-fidelity, multi-turn modifications for Excel, Word, and PowerPoint files.

Natural Language Scheduling: Create recurring automated workflows (e.g., daily web updates) using simple voice or text commands.

Omni-Channel Support: Seamless integration with platforms like Feishu (Lark) and Discord for 24/7 real-time agent access.

Pricing

Freemium — plans below

Free / Basic

200 daily credits
Access to MiniMax-M2 base model
Web & Mobile app access
Basic task execution

Basic Plan

5,000 monthly credits (valid for 1 year)
30 Pro mode tasks
Peak hour priority
Watermark removal
Deploy 24/7 online cloud MaxClaw x1

Pro Plan

Ultra Plan

109

40,000 monthly credits
~240 Pro mode tasks
Highest priority processing
Enterprise-grade reliability
Full suite of agentic capabilities

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