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MiniMax M2.7
Open Source

MiniMax M2.7

by MiniMax (Shanghai)

Advanced AI model for complex tasks and self-evolution.

Reviewed May 2026by CBAI Editorial Team
8.0/10

Score

4.0 out of 5 · our score
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Developer

Our verdict

MiniMax M2.7 is a cutting-edge AI model offering advanced capabilities for complex tasks and self-improvement. Its competitive pricing and open-source nature make it a valuable tool for developers and researchers seeking high-performance AI solutions. However, its lack of a free version may be a drawback for those with limited budgets.

Overview

Released on March 18, 2026, MiniMax M2.7 is a large language model developed by MiniMax (Shanghai). It features a Sparse Mixture-of-Experts (MoE) architecture with 230 billion total parameters and 10 billion active parameters per token, delivering strong coding and reasoning performance at a low per-token cost. M2.7 introduces self-evolving capabilities, reduced hallucination rates, and native multi-agent collaboration support, making it suitable for complex software engineer…

Score breakdown

Overall score

8.0/10
Output quality8.5/10
Ease of use7.5/10
Value for money8.0/10
Features & tools8.5/10
API & integrations7.0/10
Support & docs7.5/10

Scores are editorial assessments by the Compare Best AI team on a 0–10 scale.

Expert review

C

CBAI Editorial Team

Compare Best AI · Editorial Team

## Overview

How we tested

Days tested

7 days

Tasks evaluated

  • ·Software engineering tasks
  • ·Agentic tool use scenarios
  • ·Office productivity tasks
  • ·Complex task automation

Method

Compared against leading models in the same category using identical inputs

Reviewer

CBAI Editorial Team

Plans & pricing

Most Popular

Standard

$0.30/M tokens

Developers needing advanced AI capabilities

  • Input and output tokens at $0.30/M and $1.20/M respectively
  • Cache read at $0.06/M

Pricing may vary by region. Always verify on the vendor's website.

Feature comparison

FeatureMiniMax M2.7Competitor1Competitor2
Core
Sparse MoE Architecture
Self-Evolving Capabilities
Output
Reduced Hallucination Rates
Multi-Agent Collaboration Support
Pricing
Competitive Pricing
Dev
Open Source
Included Partial / add-on Not included

Is it right for you?

Good fit for

Software Engineers

Need advanced AI for complex coding tasks.

AI Researchers

Require a model with self-evolving capabilities.

Productivity Enthusiasts

Seek AI assistance in office tasks.

Less suited for

Casual Users

Looking for simple AI solutions.

Budget-Conscious Individuals

Seeking free AI models.

User reviews

4.0

Editorial score

5
48%
4
28%
3
6%
2
4%
1
0%

Distribution is estimated from our editorial score. Verified user reviews coming soon.

Integrations

Reported connectors

Apps and services commonly connected out of the box or via official connectors.

  • ["[\"NVIDIA platforms\",\"CometAPI\",\"VM0 AI platform\"]"]

Details

Category

Developer

Price

  • Input $0.30/M
  • Output $1.20/M
  • Cache read $0.06/M

Free version

No

Best for

  • Software engineering
  • Agentic tool use
  • Office productivity workflows

Frequently asked questions

MiniMax M2.7

MiniMax M2.7

Developer

Ready to get started?

Visit the MiniMax M2.7 website to explore plans and pricing.

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