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MiniMax: MiniMax M2.7

🇨🇳 MiniMax · MiniMax M2.7

Input Price $0.180 per million tokens NT$5.8
Output Price $0.720 per million tokens NT$23.0
Context Window 205K tokens Output limit: 197K
OpenRouter Route Price Please verify with official pricing pages
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Overview

MiniMax: MiniMax M2.7 is a large language model API from MiniMax, part of its MiniMax M2.7 model family. At $0.180 per million input tokens and $0.720 per million output tokens, it sits in the budget tier — among the cheaper options for high-throughput or cost-sensitive workloads. Output tokens cost about 4× as much as input, so prompt-heavy workloads run noticeably cheaper than generation-heavy ones. A large 205K-token context window (≈307 pages of text) lets it take in whole books, large codebases, or lengthy transcripts in a single call. On Artificial Analysis's Intelligence Index it scores 38 (B grade), a useful proxy for its general reasoning strength relative to the other models tracked here. All prices on this page reflect OpenRouter's routed rates and are re-synced automatically every day; confirm against the provider's official pricing before committing to production.

Dimension Unit Price (USD) Price (TWD) Effective From
Input per 1M tokens $0.180 NT$5.8
Output per 1M tokens $0.720 NT$23.0
Cached Input per 1M tokens $0.050 NT$1.6

Provider
MiniMax
Model Family
MiniMax M2.7
Version String
minimax/minimax-m2.7
Status
Active
Modality
Text
Context Window
204,800 tokens
Output Limit
196,608 tokens

Index Metrics

Cross-domain capability indexes evaluated by Artificial Analysis — Artificial Analysis

Agentic Index 26 C Measured: 2026-07-01
Coding Index 53 A Measured: 2026-07-01
Intelligence Index 38 B Measured: 2026-07-01

Benchmark Scores

Data source: Artificial Analysis

AA-LCR 68.7% B Measured: 2026-07-01
GPQA Diamond 87.4% S Measured: 2026-07-01
HLE 28.1% A Measured: 2026-07-01
IFBench 75.7% A Measured: 2026-07-01
IFBench 75.7% A Measured: 2026-07-01
Non-Hallucination 65.6% Measured: 2026-07-01
Omniscience Accuracy 26.1% Measured: 2026-07-01
SciCode 47.0% A Measured: 2026-07-01
Tau2 84.8% Measured: 2026-07-01
TerminalBench 39.4% Measured: 2026-07-01

Performance Metrics

Real-world benchmarks, updated every 72 hours by Artificial Analysis — Artificial Analysis

First Token Latency 2.2s Measured: 2026-07-01
Output Speed 46 t/s Measured: 2026-07-01
Response Time 67.1s Measured: 2026-07-01

Use Case Analysis

Model strengths, weaknesses, and ideal use cases based on benchmarks and official documentation

Strength

  • Model Self-Evolution First model deeply participating in its own evolution. Autonomously optimized programming scaffold over 100+ rounds achieving 30% performance improvement. Official
  • Professional Software Engineering Delivers outstanding real-world programming capabilities. SWE-Pro: 56.22%, matching Opus 4.6. Official
  • Native Agent Teams Supports native Agent Teams for multi-agent collaboration with stable role identity and autonomous decision-making. Official

Best For

  • Real-World Software Engineering End-to-end project delivery, log analysis, bug troubleshooting, and production incident resolution. Official
  • Multi-Agent Collaboration Multi-agent workflows with stable role identity and autonomous decision-making. Official

Weakness

  • Limited Context Window 204,800 token context window, smaller than frontier models like GPT-5.5 or Claude Opus 4.8. Official

90-Day Price Trend

Input / Output price (USD per 1M tokens)

Past 90 days of records; every price change is shown here

Date Dimension Price (USD) Source
Output $0.720 OpenRouter
Input $0.180 OpenRouter
Output $0.720 OpenRouter
Input $0.180 OpenRouter
Output $0.720 OpenRouter
Input $0.180 OpenRouter
Output $0.720 OpenRouter
Input $0.180 OpenRouter
Output $0.720 OpenRouter
Input $0.180 OpenRouter
Output $0.720 OpenRouter
Input $0.180 OpenRouter
Output $0.720 OpenRouter
Input $0.180 OpenRouter
Output $0.960 OpenRouter
Input $0.240 OpenRouter
Output $0.960 OpenRouter
Input $0.240 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter
Input $0.250 OpenRouter
Cached Input $0.050 OpenRouter
Output $1.00 OpenRouter

Key Insights

Key data points from this page for quick reference and citation.

  • MiniMax: MiniMax M2.7 Input price: $0.18/M tokens
  • MiniMax: MiniMax M2.7 Output price: $0.72/M tokens
  • Context window: 204,800 tokens
  • Provider: MiniMax
  • Model family: MiniMax M2.7
  • Modalities: Text
  • Data source: OpenRouter, updated daily