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MiniMax-M2.7

minimax/MiniMax-M2.7

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

Input modalitiesT
Output modalitiesT
Source-linkedminimaxOpen weightsReleased 2026-03-18
Report data
Context window204.8K
Maximum output131.072K
Provider offers24
Knowledge cutoffUndisclosed
Capabilities

What this model supports

ReasoningYes
Tool callingYes
Structured outputNo
AttachmentsNo
Temperature controlYes
Open weightsYes
Creator
MiniMax
Family
minimax
Modalities
Text
License
Not documented
Release date
2026-03-18
Model ID
minimax/MiniMax-M2.7
Market availability

Provider pricing

Report price →
Providers offering MiniMax-M2.7
ProviderProvider model IDContextInput / 1MOutput / 1MCached / 1MFeaturesAll pricing
Nvidia logoNvidiaminimaxai/minimax-m2.7204.8K$0$0R T ·
View
{
  "input": 0,
  "output": 0
}
MiniMax Token Plan (minimaxi.com) logoMiniMax Token Plan (minimaxi.com)MiniMax-M2.7204.8K$0$0$0R T ·
View
{
  "cache_read": 0,
  "cache_write": 0,
  "input": 0,
  "output": 0
}
MiniMax Token Plan (minimax.io) logoMiniMax Token Plan (minimax.io)MiniMax-M2.7204.8K$0$0$0R T ·
View
{
  "cache_read": 0,
  "cache_write": 0,
  "input": 0,
  "output": 0
}
UnoRouter logoUnoRouterminimax-m2.7:free204.8K$0$0R T ·
View
{
  "input": 0,
  "output": 0
}
OpenRouter logoOpenRouterminimax/minimax-m2.7204.8K$0.24$0.96R T S
View
{
  "input": 0.24,
  "output": 0.96
}
Deep Infra logoDeep InfraMiniMaxAI/MiniMax-M2.7196.608K$0.25$1$0.05R T ·
View
{
  "cache_read": 0.05,
  "input": 0.25,
  "output": 1
}
Pioneer logoPioneerMiniMaxAI/MiniMax-M2.7204.8K$0.279$1.2$0.279R T ·
View
{
  "cache_read": 0.279,
  "cache_write": 0.279,
  "input": 0.279,
  "output": 1.2
}
Fireworks AI logoFireworks AIaccounts/fireworks/models/minimax-m2p7196.608K$0.3$1.2$0.06R T ·
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
OpenCode Zen logoOpenCode Zenminimax-m2.7204.8K$0.3$1.2$0.06R T ·
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
MiniMax (minimaxi.com) logoMiniMax (minimaxi.com)MiniMax-M2.7204.8K$0.3$1.2$0.06R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
MiniMax (minimax.io) logoMiniMax (minimax.io)MiniMax-M2.7204.8K$0.3$1.2$0.06R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
Auriko logoAurikominimax-m2-7204.8K$0.3$1.2R T ·
View
{
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
Merge Gateway logoMerge Gatewayminimax/minimax-m2.7204.8K$0.3$1.2$0.06R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
OrcaRouter logoOrcaRouterminimax/minimax-m2.7204.8K$0.3$1.2$0.06R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
FastRouter logoFastRouterminimax/minimax-m2.7204.8K$0.3$1.2R T ·
View
{
  "input": 0.3,
  "output": 1.2
}
Alibaba (China) logoAlibaba (China)MiniMax/MiniMax-M2.7204.8K$0.3$1.2$0.06R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
Hugging Face logoHugging FaceMiniMaxAI/MiniMax-M2.7204.8K$0.3$1.2$0.06R T S
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
Abacus logoAbacusMiniMaxAI/MiniMax-M2.7204.8K$0.3$1.2R T ·
View
{
  "input": 0.3,
  "output": 1.2
}
Vultr logoVultrMiniMaxAI/MiniMax-M2.7204.8K$0.3$1.2R T ·
View
{
  "input": 0.3,
  "output": 1.2
}
Together AI logoTogether AIMiniMaxAI/MiniMax-M2.7202.752K$0.3$1.2$0.06R T S
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
FrogBot logoFrogBotminimax-m2-7192K$0.3$1.2$0.06· T ·
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
LLM Gateway logoLLM Gatewayminimax-m2.7204.8K$0.3$1.2$0.06R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
CrossModel logoCrossModelminimax/minimax-m2.7204.8K$0.33$1.32$0.066R T ·
View
{
  "cache_read": 0.066,
  "cache_write": 0.42,
  "input": 0.33,
  "output": 1.32
}
UnoRouter logoUnoRouterminimax-m2.7204.8K$0.819$3.276R T ·
View
{
  "input": 0.819,
  "output": 3.276
}
Evidence

Published benchmark results

SWE-Bench Pro vs top 8 models
Claude Fable 5
80.3
Claude Opus 4.8
69.2
Grok 4.5
64.7
GPT-5.6 Sol
64.6
Claude Opus 4.7
64.3
GPT-5.6 Terra
63.4
Claude Sonnet 5
63.2
MiniMax-M2.7
56.2
SWE-Bench Verified vs top 8 models
Claude Fable 5
95.0
Claude Opus 4.8
88.6
Claude Sonnet 5
85.2
Ornith 1.0 397B
82.4
DeepSeek V4 Pro
80.6
Qwen3.7 Max
80.4
Kimi K2.6
80.2
MiniMax-M2.7
79.9
Terminal-Bench vs top 8 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
GPT-5.5
82.7
Muse Spark 1.1
80.0
MiniMax-M2.7
51.1