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MiniMax-M2.7

Open MiniMax flagship for coding agents, office automation, and complex environments

Source-linked minimax Open weights Released 2026-03-18
API data Report
Input modalitiesT
Output modalitiesT
Input price$0.3/1M tokens
Output price$1.2/1M tokens
Context window204.8K
Max output131.072K
Overview

Capabilities and specifications

✓ Reasoning Yes
✓ Tool calling Yes
? Structured output Unknown
× Attachments No
× Vision input No
✓ Open weights Yes
Creator
MiniMax
Model family
minimax
Knowledge cutoff
Not documented
License
Not documented
Release date
2026-03-18
Model ID
minimax/MiniMax-M2.7
Inference availability

Provider pricing and availability

Provider-specific identifiers, limits, and prices per million tokens.

Report a price
Providers offering MiniMax-M2.7
ProviderProvider model IDContextInputOutputCache readCapabilitiesSource
MiniMax Token Plan (minimax.io) MiniMax-M2.7 204.8K Not listed Not listed - ReasoningTools Docs
Nvidia minimaxai/minimax-m2.7 204.8K Not listed Not listed - ReasoningTools Docs
UnoRouter minimax-m2.7:free 204.8K Not listed Not listed - ReasoningTools Docs
MiniMax Token Plan (minimaxi.com) MiniMax-M2.7 204.8K Not listed Not listed - ReasoningTools Docs
LLM Gateway minimax-m2.7 204.8K $0.08 $0.32 $0.017 ReasoningTools Docs
Deep Infra MiniMaxAI/MiniMax-M2.7 196.608K $0.25 $1 $0.05 ReasoningTools Docs
OpenRouter minimax/minimax-m2.7 204.8K $0.25 $1 $0.05 ReasoningToolsJSON Docs
Pioneer MiniMaxAI/MiniMax-M2.7 204.8K $0.279 $1.2 $0.279 ReasoningTools Docs
Alibaba (China) MiniMax/MiniMax-M2.7 204.8K $0.3 $1.2 $0.06 ReasoningTools Docs
Hugging Face MiniMaxAI/MiniMax-M2.7 204.8K $0.3 $1.2 $0.06 ReasoningToolsJSON Docs
Fireworks AI accounts/fireworks/models/minimax-m2p7 196.608K $0.3 $1.2 $0.06 ReasoningTools Docs
Vultr MiniMaxAI/MiniMax-M2.7 204.8K $0.3 $1.2 - ReasoningTools Docs
Auriko minimax-m2-7 204.8K $0.3 $1.2 - ReasoningTools Docs
Merge Gateway minimax/minimax-m2.7 204.8K $0.3 $1.2 $0.06 ReasoningTools Docs
OrcaRouter minimax/minimax-m2.7 204.8K $0.3 $1.2 $0.06 ReasoningTools Docs
Abacus MiniMaxAI/MiniMax-M2.7 204.8K $0.3 $1.2 - ReasoningTools Docs
OpenCode Zen minimax-m2.7 204.8K $0.3 $1.2 $0.06 ReasoningTools Docs
MiniMax (minimaxi.com) MiniMax-M2.7 204.8K $0.3 $1.2 $0.06 ReasoningTools Docs
Together AI MiniMaxAI/MiniMax-M2.7 202.752K $0.3 $1.2 $0.06 ReasoningToolsJSON Docs
FrogBot minimax-m2-7 192K $0.3 $1.2 $0.06 Tools Docs
FastRouter minimax/minimax-m2.7 204.8K $0.3 $1.2 - ReasoningTools Docs
MiniMax (minimax.io) MiniMax-M2.7 204.8K $0.3 $1.2 $0.06 ReasoningTools Docs
CrossModel minimax/minimax-m2.7 204.8K $0.33 $1.32 $0.066 ReasoningTools Docs
Charm Hyper minimax-m2.7 204.8K $0.48 $1.86 - Tools Docs
UnoRouter minimax-m2.7 204.8K $0.819 $3.276 - ReasoningTools Docs

Capability badges appear only when the provider catalog explicitly lists support.

Serving quality

Performance and reliability

Observed serving measurements stay separate from model specifications and are never estimated from price or model size.

Throughput Not reported

Generation speed; higher is faster.

Latency / TTFT Not reported

Time until the first output token arrives.

Uptime Not reported

Successful requests over a measured period.

Performance varies by inference provider, region, and load. Provider-level measurements appear only when a source reports them.

Published evaluations

Benchmarks

Raw results remain attached to their original source and version.

Benchmark registry
SWE-Bench Pro - Unversioned - resolve rate - Claude CodeTop 2 reported models
MiniMax-M3
59.0
MiniMax-M2.7
56.2
SWE-Bench Verified - Unversioned - resolved - Claude CodeTop 2 reported models
MiniMax-M3
80.5
MiniMax-M2.7
79.9
Terminal-Bench - 2.1 - success rateTop 8 reported models
GPT-5.6 Sol
88.8
Claude Fable 5
88.0
GPT-5.6 Terra
87.4
GPT-5.6 Luna
84.7
Grok 4.5
83.3
Muse Spark 1.1
80.0
LongCat-2.0
70.8
MiniMax-M2.7
51.1
Catalog activity

Recent record changes

Detected changes from successful source imports.

Full change log
No recent changes detected

This record has not changed in the retained import history.

Public API

Use this record

Fetch the complete source-linked model record without an API key.

API documentation
Endpoint
GET https://www.modelbench.lol/api/v1/models/minimax/MiniMax-M2.7
curl
curl "https://www.modelbench.lol/api/v1/models/minimax/MiniMax-M2.7"