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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

unsloth/gemma-4-e4b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_K_XL

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
81 vs 79
Hardware Fit
82 vs 69
Quality Score
81 vs 83

Hardware

gemma4:12b-mlx unsloth/gemma-4-e4…
MachineMacBook ProDocker Container
CPUApple M2 ProIntel Gen Intel® Core™ i9-11900H
Cores1016
RAM16 GB15 GB
GPUApple M2 ProTigerLake-H GT1 [UHD Graphics]
OSmacOS 26.5Ubuntu 26.04 LTS
Archarm64x64
Power Modebalancedperformance

Performance

gemma4:12b-mlx unsloth/gemma-4-e4…
Tokens/sec25.312.1
First chunk761 ms40 ms
TTFT7.7 s2.1 s
Load time3.6 s7.2 s
Memory usage7.1 GB0.8 GB
Memory %44%6%

HW Fit Score Breakdown

gemma4:12b-mlx

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

unsloth/gemma-4-e4b-it-…

Speed
22/50
TTFT
17/20
Memory
30/30

Quality

gemma4:12b-mlx

Reasoning
16/20
Coding
15/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

unsloth/gemma-4-e4b-it-…

Reasoning
15/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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