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MiniMax

MiniMax-M2.7

ReasoningOpen weightsModels.devHugging Face
Intelligence
22.8
Rank 206 of 744 measured models
Coding
52.6
Rank 111 of 298 measured models
Output speed
57.3 t/s
Rank 293 of 403 measured models
Price/1M
$0.525
Rank 283 of 659 measured models
Context window
205K
Rank 612 of 1199 measured models

MiniMax-M2.7 scores 22.8 on the Artificial Analysis Intelligence Index, ranking 206th of 744 measured models. The closest models on this index are Nemotron 3 Ultra 550B A55B (22.9), Qwen3.5 27B (22.9), and MiniMax-M2.5 (22.8). At $0.525 per million tokens (3:1 input/output blended price), it is cheaper than Nemotron 3 Ultra 550B A55B ($1.08) and Qwen3.5 27B ($0.825), priced close to MiniMax-M2.5 ($0.525). With an output speed of 57.3 t/s, it is slower than Nemotron 3 Ultra 550B A55B (155 t/s), Qwen3.5 27B (76.5 t/s), and MiniMax-M2.5 (66.5 t/s).

Artificial Analysis Indices
Intelligence22.8
Rank 206 of 744 measured models
Coding52.6
Rank 111 of 298 measured models
Agentic15.3
Rank 112 of 189 measured models
Capability indexes
Performance in specific industries, measured by Artificial Analysis
Finance & Accounting23.5
Rank 143 of 218 measured models
Strategy & Ops16.3
Rank 153 of 218 measured models
Legal26.9
Rank 136 of 218 measured models
Healthcare & Medical21.1
Rank 69 of 82 measured models
Engineering25.6
Rank 134 of 217 measured models
Economics35.9
Rank 127 of 225 measured models
Standard Benchmarks
GPQA Diamond87.4%
Rank 103 of 619 measured models
HLE29.6%
Rank 154 of 664 measured models
SciCode50.1%
Rank 108 of 231 measured models
IFBench75.7%
Rank 28 of 450 measured models
AA-LCR78.3%
Rank 111 of 575 measured models
TerminalBench Hard39.4%
Rank 58 of 432 measured models
Terminal-Bench 2.155.4%
Rank 112 of 244 measured models
Terminal-Bench v40.0%
Rank 151 of 218 measured models
Additional benchmarks8
Design Arena · 3d49.9%
Design Arena · Asciiart46.7%
Design Arena · Codecategories51.0%
Design Arena · Dataviz52.4%
Design Arena · Gamedev50.0%
Design Arena · Svg47.4%
Design Arena · Uicomponent48.5%
Design Arena · Website51.5%
Models at a similar level
The closest models on the Intelligence Index, one configuration per family.

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