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MiniMax M2.7

by minimax · Released Mar 2026

Open Source
70.1
avg score
Rank #38
Compare
Better than 84% of all models
Context
197K tokens (~98 books)
Input $/1M
$0.30
Output $/1M
$1.20
Type
text
License
Open Source
Benchmarks
13 tested
Data updated today
About

MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent...

Tested on 13 benchmarks with 63.5% average. Top scores: Chatbot Arena Elo — Coding (1427.7%), Chatbot Arena Elo — Overall (1403.0%), LiveBench — Mathematics (80.5%).

Capabilities
coding
52.4
#59 globally
reasoning
65.6
#27 globally
math
80.5
#18 globally
knowledge
63.5
#33 globally
language
64.0
#81 globally
speed
85.0
#12 globally
Benchmark Scores
Compare All
Tested on 13 benchmarks · Ranked across 7 categories
Score Distribution (all 233 models)
0255075100
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LiveBench — Coding

Regularly refreshed coding problems that avoid data contamination. New problems added monthly to prevent memorization.

54.9
LiveBench — Agentic Coding

LiveBench coding tasks that require multi-step reasoning and tool use. Tests planning and execution of complex coding workflows.

50.0
LiveBench — Reasoning

Regularly refreshed reasoning problems testing logical deduction, spatial reasoning, and analytical thinking.

74.8
LiveBench — Data Analysis

Fresh data analysis tasks testing ability to interpret tables, charts, and statistical data.

56.3
LiveBench — Mathematics

Regularly updated math problems that test numerical reasoning, algebra, calculus, and combinatorics.

80.5
Excellent (85+) Good (70-85) Average (50-70) Below (<50)
Recently Happened
MiniMax M2.7 released by MiniMax
Mar 10, 2026
Links
Documentation
Community
BenchGecko API
minimax-m2-7
Specifications
  • Typetext
  • Context197K tokens (~98 books)
  • ReleasedMar 2026
  • LicenseOpen Source
  • StatusActive
  • Cost / Message~$0.002
Available On
minimax logominimax$0.30
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MiniMax M2.7 is an open-source text AI model by minimax, released in March 2026. It has an average benchmark score of 70.1. Context window: 197K tokens.