lmstudio-community/gemma-4-e4b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_0

Good

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

gemma4:12b-mlx

OLLAMA GGUF

Not Rec.

Aug 24, 2026 · Apple M1 Pro

Global Score

77 vs 71

Hardware Fit

68 vs 76

Quality Score

81 vs 69

Hardware

lmstudio-community… gemma4:12b-mlx

MachineDocker ContainerMacBook Pro

CPUIntel Gen Intel® Core™ i9-11900HApple M1 Pro

Cores1610

RAM15 GB16 GB

GPUTigerLake-H GT1 [UHD Graphics]Apple M1 Pro

OSUbuntu 26.04 LTSmacOS 26.6.2

Archx64arm64

Power Modeperformancebalanced

Performance

lmstudio-community… gemma4:12b-mlx

Tokens/sec11.425.0

First chunk28 ms787 ms

TTFT2.2 s30.0 s

Load time6.8 s4.0 s

Memory usage0.6 GB7.1 GB

Memory %4%45%

HW Fit Score Breakdown

lmstudio-community/gemm…

Speed

21/50

TTFT

17/20

Memory

30/30

gemma4:12b-mlx

Speed

50/50

TTFT

0/20

Memory

26/30

Quality

lmstudio-community/gemm…

Reasoning

14/20

Coding

19/20

Instruction

15/20

Structured

15/15

Math

8/15

Multilingual

10/10

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

gemma4:12b-mlx

Reasoning

14/20

Coding

10/20

Instruction

9/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View lmstudio-community… details | View gemma4:12b-mlx 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