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MiniMax M2.7
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Tool use · Reasoning
Overview
Deployment
Pricing
Evaluations
Evaluation overview
Overall rank
#73
69.7 points · 180 models
Open-weight rank
#24
77.1 points · 109 models
Data coverage
65 items
6 sources · updated through 2026-07-16
Domain performance
Coding
#52 / 160
74.5
Research
#86 / 174
78.2
Agents
#61 / 125
68.2
Long context
#42 / 82
74.6
Evaluation highlights
All evaluations
SWE-bench Verified
Coding · MiniMax M3 Technical Report
79.9%
13
/ 60
Arena Text Rating
Reasoning · Arena.ai Text
1,416.9Elo
87
/ 354
Tool-Decathlon
Agents · GLM-5.1 Technical Report
46.3%
9
/ 21
GPQA-Diamond
Reasoning · GLM-5.1 Technical Report
87%
36
/ 126
OmniScience Non-Hallucination
Reasoning · Nemotron-3-Ultra Technical Report
74.4%
2
/ 7
MMLU-Pro
Reasoning · Nemotron-3-Ultra Technical Report
81.9%
41
/ 95
Basic information
Context (input / output)
197K / 16K
Parameters
229.9B / 9.8B active
Release date
2026-05
Input modalities
Text
Output modalities
Text
Active parameters
9.8B
Availability
MiniMax Open Platform
Full pricing
Input
≈ $0.3 /1M
Output
≈ $1.2 /1M
vLLM · FP8
Deployment options
FP8 · 4 × 141 GB VRAM
Related links
Official site
HuggingFace
Version relationships
MiniMax M2 family
MiniMax M2.1
2025-12 · Same series
MiniMax M2.7
Current
2026-05 · Current model