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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

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

Global Score
84 vs 72
Hardware Fit
82 vs 71
Quality Score
85 vs 72

Hardware

gemma4:12b-mlx gemma4:e2b
MachineMacBook ProDell Inc. Inspiron 15 3530
CPUApple M2 ProIntel Gen Intel® Core™ i7-1355U
Cores1012
RAM16 GB31 GB
GPUApple M2 ProRaptor Lake-P [Iris Xe Graphics]
OSmacOS 26.5cachyos rolling
Archarm64x64
Power Modebalancedlow-power

Performance

gemma4:12b-mlx gemma4:e2b
Tokens/sec27.210.8
First chunk732 ms1408 ms
TTFT8.1 s1.4 s
Load time3.5 s6.0 s
Memory usage7.1 GB7.2 GB
Memory %44%23%

HW Fit Score Breakdown

gemma4:12b-mlx

Speed
50/50
TTFT
6/20
Memory
26/30

gemma4:e2b

Speed
21/50
TTFT
20/20
Memory
30/30

Quality

gemma4:12b-mlx

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

gemma4:e2b

Reasoning
10/20
Coding
16/20
Instruction
14/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

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