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MiniMax M2.7

Rank #55 minimax

minimax/minimax-m2.7-20260318

Usage data date 2026-07-27 · updated daily

Usage and specs

Daily rank#55
Daily tokens137.9B
Daily requests6.1M
Daily change +19.3%
Context window204.8K
Released

What is MiniMax M2.7

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 collaboration, enabling it to plan, execute, and refine complex tasks across dynamic environments. Trained for production-grade performance, M2.7 handles workflows such as live debugging, root cause analysis, financial modeling, and full document generation across Word, Excel, and PowerPoint. It delivers strong results on benchmarks including 56.2% on SWE-Pro and 57.0% on Terminal Bench 2, while achieving a 1495 ELO on GDPval-AA, setting a new standard for multi-agent systems operating in real-world digital workflows.

MiniMax M2.7 capabilities

Input: Text   Output: Text

Reasoning output Reasoning JSON output Structured outputs Tool choice Tool use

MiniMax M2.7 API pricing

Input · per 1M tokens$0.25
Output · per 1M tokens$1.00

USD list-price snapshot, not independently verified; confirm current pricing and terms on the provider site before purchase.