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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 if offer.cost.input is defined else '—'}}$0 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "input": 0,
  "output": 0
}
MiniMax Token Plan (minimaxi.com) logoMiniMax Token Plan (minimaxi.com)MiniMax-M2.7204.8K$0 if offer.cost.input is defined else '—'}}$0 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R 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 if offer.cost.input is defined else '—'}}$0 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0,
  "cache_write": 0,
  "input": 0,
  "output": 0
}
UnoRouter logoUnoRouterminimax-m2.7:free204.8K$0 if offer.cost.input is defined else '—'}}$0 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "input": 0,
  "output": 0
}
OpenRouter logoOpenRouterminimax/minimax-m2.7204.8K$0.24 if offer.cost.input is defined else '—'}}$0.96 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R T S
View
{
  "input": 0.24,
  "output": 0.96
}
Deep Infra logoDeep InfraMiniMaxAI/MiniMax-M2.7196.608K$0.25 if offer.cost.input is defined else '—'}}$1 if offer.cost.output is defined else '—'}}$0.05 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0.05,
  "input": 0.25,
  "output": 1
}
Pioneer logoPioneerMiniMaxAI/MiniMax-M2.7204.8K$0.279 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.279 if offer.cost.cache_read is defined else '—'}}R 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 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
OpenCode Zen logoOpenCode Zenminimax-m2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
MiniMax (minimaxi.com) logoMiniMax (minimaxi.com)MiniMax-M2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R 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 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
Auriko logoAurikominimax-m2-7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
Merge Gateway logoMerge Gatewayminimax/minimax-m2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
OrcaRouter logoOrcaRouterminimax/minimax-m2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
FastRouter logoFastRouterminimax/minimax-m2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "input": 0.3,
  "output": 1.2
}
Alibaba (China) logoAlibaba (China)MiniMax/MiniMax-M2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R 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 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R T S
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
Abacus logoAbacusMiniMaxAI/MiniMax-M2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "input": 0.3,
  "output": 1.2
}
Vultr logoVultrMiniMaxAI/MiniMax-M2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "input": 0.3,
  "output": 1.2
}
Together AI logoTogether AIMiniMaxAI/MiniMax-M2.7202.752K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R T S
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
FrogBot logoFrogBotminimax-m2-7192K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}· T ·
View
{
  "cache_read": 0.06,
  "input": 0.3,
  "output": 1.2
}
LLM Gateway logoLLM Gatewayminimax-m2.7204.8K$0.3 if offer.cost.input is defined else '—'}}$1.2 if offer.cost.output is defined else '—'}}$0.06 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0.06,
  "cache_write": 0.375,
  "input": 0.3,
  "output": 1.2
}
CrossModel logoCrossModelminimax/minimax-m2.7204.8K$0.33 if offer.cost.input is defined else '—'}}$1.32 if offer.cost.output is defined else '—'}}$0.066 if offer.cost.cache_read is defined else '—'}}R T ·
View
{
  "cache_read": 0.066,
  "cache_write": 0.42,
  "input": 0.33,
  "output": 1.32
}
UnoRouter logoUnoRouterminimax-m2.7204.8K$0.819 if offer.cost.input is defined else '—'}}$3.276 if offer.cost.output is defined else '—'}}$0 if offer.cost.cache_read is defined else '—'}}R 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