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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 September 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

M2.7 PAYG

$0.30
  • $0.30 / MTok input
  • $1.20 / MTok output
  • Cache read $0.06; cache write $0.375

Token Plan Plus

$22/month
  • Personal projects / prototyping

Token Plan Max

$55/month
  • Daily coding with agents

Token Plan Ultra

$132/month
  • Heavy Agent workflows

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.

Use cases

Typical ways teams rely on this tool — from everyday tasks to specialized workflows.

  • Agents
  • Coding
  • Multimodal

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

  • Official MiniMax Open Platform: MiniMax-M2.7 $0.30 / 1M input, $1.20 / 1M output (highspeed $0.60/$2.40). Token Plan Plus $22 / Max $55 / Ultra $132 per month. Credits packs $5 / $25 / $100 (1,000 credits = $1, 365-day validity)

Free version

Yes

Best for

API users of MiniMax M2.7 ($0.30/$1.20 per 1M tokens or Token Plan)

Frequently asked questions

MiniMax M2.7

MiniMax M2.7

Developer

Ready to get started?

Visit the MiniMax M2.7 website to explore plans and start your free trial.

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