MiniMax M2.7 is MiniMax's language model with a 1.0M context window and up to 177K output tokens, available from 10 providers, starting at $0.25 / 1M input and $0.55 / 1M output. MiniMax's M2.7 MoE language model with vision support and advanced agent capabilities, designed for complex multi-step productivity tasks and dynamic tool use.
Specifications
Canonical IDminimax-m2-7
TypeLanguage
StatusDeprecated
CreatorMiniMaxMiniMax
Providers
Context Window1.0M tokens
Max Output177K tokens
Input ModalitiesImagePDFText
Output ModalitiesText
Reasoning Effortsdefault
Parameters229B
HuggingFace Likes1,015
HuggingFace Downloads (30d)358,255
HuggingFace Downloads (all-time)358,255
Release Date · 7 months ago
Deprecation Date
Benchmarks
Intelligence Index
#141
Coding Index
#63
GPQA
#70
HLE
#91
IFBench
#28
Time to First Token
#465
SciCode
#66
LCR
#66
TerminalBench Hard
#45
TAU2
#97
Output TPS
#184

Capabilities

Input3/5
Text✓
Image✓
Audio·
Video·
PDF✓
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities6/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs✓
Native JSON Schema✓
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching✓
Assistant Prefill✓

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandardFast
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
Cache Write 5m
$ / 1M
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
Aihubmix
aihubmix/minimax-m2.7
$0.296$1.18$0.0592N/A———
DeepInfra logo
DeepInfra
deepinfra/MiniMaxAI/MiniMax-M2.7
$0.25$1.00$0.05N/A———
Fireworks AI logo
Fireworks AI
fireworks_ai/accounts/fireworks/models/minimax-m2p7
————$1.20$1.20$0.6
Hugging Face logo
Hugging Face
novita:minimax/minimax-m2.7
$0.3$1.20N/AN/A———
Novita logo
Novita
novita/minimax/minimax-m2.7
$0.3$1.20$0.06N/A———
OpenRouter logo
OpenRouter
minimax/minimax-m2.7
$0.3$1.20$0.06N/A———
Pinstripes
pinstripes/ps/minimax-m2.7
$0.255$0.55N/AN/A———
SambaNova logo
SambaNova
sambanova/MiniMax-M2.7
$0.6$2.40N/AN/A———
Together AI logo
Together AI
together_ai/MiniMaxAI/MiniMax-M2.7
$0.3$1.20$0.06N/A———
Vercel AI Gateway logo
Vercel AI Gateway
minimax/minimax-m2.7
$0.3$1.20$0.06$0.375———

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host MiniMax M2.7, ranked by cheapest on-demand price. The model needs about 549 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
p4de.24xlargeAWS8× A100640 GB$27.45/hr
Standard_ND96amsr_A100_v4Azure8× NVIDIA A100 (80GB)640 GB$32.77/hr
g7e.48xlargeAWS8× RTX PRO Server 6000768 GB$33.14/hr
7 more instances can run MiniMax M2.7
Unlock the full ranked list and FP8 / INT4 quantization with a CloudPrice subscription.

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
MiniMax M2.71.0M$0.250$0.550Current
MiniMax M2.51.0M$0.270$0.950Deprecated
MiniMax M2.11.0M$0.300$1.20Deprecated

Model IDs

accounts/fireworks/models/minimax-m2p7
aihubmix/minimax-m2.7
deepinfra/MiniMaxAI/MiniMax-M2.7
fireworks_ai/accounts/fireworks/models/minimax-m2p7
fireworks_ai/minimax-m2p7
huggingface-llm-minimax-m2-7
minimax-m2-7
minimax/minimax-m2.7
minimax/minimax-m2.7-free
MiniMaxAI/MiniMax-M2.7
novita/minimax/minimax-m2.7
openrouter/minimax/minimax-m2.7
pinstripes/ps/minimax-m2.7
sambanova/MiniMax-M2.7
together_ai/MiniMaxAI/MiniMax-M2.7