MiniMax M2.7 is MiniMax's language model with a 1.0M context window and up to 131K output tokens, available from 6 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
StatusActive
CreatorMiniMaxMiniMax
Providers
Context Window1.0M tokens
Max Output131K tokens
Input ModalitiesImagePDFText
Output ModalitiesText
Reasoning Effortsdefault
Parameters229B
HuggingFace Likes1,015
HuggingFace Downloads (30d)358,255
HuggingFace Downloads (all-time)358,255
Release Date · 4 months ago
Benchmarks
Intelligence Index
38.1
#43
Coding Index
52.6
#35
GPQA
0.9
#43
HLE
0.3
#44
IFBench
0.8
#26
Time to First Token
1.14s
#385
SciCode
0.5
#38
LCR
0.7
#37
TerminalBench Hard
0.4
#41
TAU2
0.8
#90
Output TPS
52.0
#207

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
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
Cache Write 5m
$ / 1M
Fireworks AI logo
Fireworks AI
fireworks_ai/minimax-m2p7
$0.3$1.20$0.06N/A
Hugging Face logo
Hugging Face
novita:minimax/minimax-m2.7
$0.3$1.20N/AN/A
OpenRouter logo
OpenRouter
minimax/minimax-m2.7
$0.25$1.00$0.05N/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
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/hrus-east-1
Standard_ND96amsr_A100_v4Azure8× NVIDIA A100 (80GB)640 GB$32.77/hrwestus2
g7e.48xlargeAWS8× RTX PRO Server 6000768 GB$33.14/hrus-east-1
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$0.150$0.900Available
MiniMax M2.11.0M$0.300$1.20Available

Model IDs

accounts/fireworks/models/minimax-m2p7
fireworks_ai/accounts/fireworks/models/minimax-m2p7
fireworks_ai/minimax-m2p7
huggingface-llm-minimax-m2-7
minimax-m2-7
minimax/minimax-m2.7
MiniMaxAI/MiniMax-M2.7
pinstripes/ps/minimax-m2.7
sambanova/MiniMax-M2.7