MiniMax: MiniMax M2.7

MiniMax: MiniMax M2.7

minimax · Released Mar 18, 2026 Professional
Intelligence #29 / 556
79.5 Our Score
Speed #208 / 257
50.8 tokens / sec
Input #313 / 557
$0.279 per 1M tokens
Output #323 / 557
$1.20 per 1M tokens
Context #170 / 557
204,800 tokens

Analysis Summary

MiniMax: MiniMax M2.7 sits in the Professional tier on our leaderboard, ranked #29 of 556 published models on overall intelligence. At $0.279 input and $1.20 output per 1M tokens, it is among the most expensive on the market. It offers a generous context window for extended reasoning and code review and supports tool use and function calling.

Editorial notes

MiniMax M2.7 reaches an intelligence index of 49.6 with strong instruction following, tool use, function calling, and a 196K context at $0.26 input per million tokens, making it a competitive value option.

Assessed May 14, 2026

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence8.5Technical7.8Value7.8Content7.5
Intelligence 8.5/10
Technical 7.8/10
Content 7.5/10
Value 7.8/10

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..

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

49.6 Intelligence Index
41.9 Coding Index
62.1 Agentic Index

Benchmark Scores

Intelligence

GPQA Diamond 87.4% Graduate-level scientific reasoning
HLE 28.1% Humanity's Last Exam
SciCode 47% Scientific computing

Technical

TerminalBench Hard 39.4% Agentic terminal tasks
τ²-Bench 84.8% Conversational agent benchmark

Content

IFBench 75.7% Instruction following
LCR 68.7% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does MiniMax: MiniMax M2.7 stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID minimax/minimax-m2.7
Providerminimax
Release Date March 18, 2026
Context Length204,800 tokens
Max Completion131,072 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.28 $0.000279
Output $1.20 $0.001200

Live Performance

Live endpoint metrics — refreshed every 30 minutes.

96.6%
Avg Uptime
480ms
Best Latency (TTFT)
168 tok/s
Best Throughput
6/6
Active Endpoints
Available via: Morph, Fireworks, Together, Minimax, SambaNova

Leaderboard Categories