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gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

granite3.1-moe:3b

OLLAMA GGUF

granitemoe · 3.3B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
85 vs 66
Hardware Fit
64 vs 99
Quality Score
94 vs 52

Hardware

gemma-4-31b-it-mlx granite3.1-moe:3b
MachineMacBook ProDell Inc. Inspiron 15 3530
CPUApple M4 MaxIntel Gen Intel® Core™ i7-1355U
Cores1612
RAM128 GB31 GB
GPUApple M4 MaxRaptor Lake-P [Iris Xe Graphics]
OSmacOS 26.5.2cachyos rolling
Archarm64x64
Power Modebalancedlow-power

Performance

gemma-4-31b-it-mlx granite3.1-moe:3b
Tokens/sec13.627.2
First chunk16 ms527 ms
TTFT558 ms527 ms
Load time12.3 s1.9 s
Memory usage0.0 GB2.9 GB
Memory %0%9%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed
14/50
TTFT
20/20
Memory
30/30

granite3.1-moe:3b

Speed
49/50
TTFT
20/20
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

granite3.1-moe:3b

Reasoning
7/20
Coding
9/20
Instruction
13/20
Structured
12/15
Math
5/15
Multilingual
6/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Adequate
View gemma-4-31b-it-mlx details | View granite3.1-moe:3b details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest