gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

minimax-m2.7:cloud

OLLAMA GGUF

minimax

Not Rec.

Apr 1, 2026 · Apple M4

Global Score

85 vs 74

Hardware Fit

64 vs 34

Quality Score

94 vs 91

Hardware

gemma-4-31b-it-mlx minimax-m2.7:cloud

MachineMacBook ProMac mini

CPUApple M4 MaxApple M4

Cores1610

RAM128 GB24 GB

GPUApple M4 MaxApple M4

OSmacOS 26.5.2macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

gemma-4-31b-it-mlx minimax-m2.7:cloud

Tokens/sec13.60.0

First chunk16 ms7588 ms

TTFT558 ms11.4 s

Load time12.3 s0.0 s

Memory usage0.0 GB0.7 GB

Memory %0%3%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

minimax-m2.7:cloud

Speed

0/50

TTFT

4/20

Memory

30/30

Quality

gemma-4-31b-it-mlx

Reasoning

19/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

14/15

Multilingual

9/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

minimax-m2.7:cloud

Reasoning

19/20

Coding

18/20

Instruction

15/20

Structured

14/15

Math

15/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

View gemma-4-31b-it-mlx details | View minimax-m2.7:cloud details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest