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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

GPT-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Not Rec.

Aug 25, 2026 · Intel Core™ Ultra X7 358H

Global Score
81 vs 68
Hardware Fit
82 vs 21
Quality Score
81 vs 88

Hardware

gemma4:12b-mlx GPT-120B:120b
MachineMacBook ProGMKtec NucBox EVO-T2S
CPUApple M2 ProIntel Core™ Ultra X7 358H
Cores1016
RAM16 GB64 GB
GPUApple M2 ProIntel(R) Arc(TM) B390 GPU
OSmacOS 26.5Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx GPT-120B:120b
Tokens/sec25.312.1
First chunk761 ms4392 ms
TTFT7.7 s8.7 s
Load time3.6 s80.1 s
Memory usage7.1 GB61.0 GB
Memory %44%96%

HW Fit Score Breakdown

gemma4:12b-mlx

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

GPT-120B:120b

Speed
15/50
TTFT
4/20
Memory
2/30

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

GPT-120B:120b

Reasoning
18/20
Coding
19/20
Instruction
11/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View gemma4:12b-mlx details | View GPT-120B:120b 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