gemma4:12b-mlx
OLLAMA GGUFJul 4, 2026 · Apple M2 Pro
lmstudio-community/gemma-4-e2b-it
LM-STUDIO GGUFgemma4 · Q8_0
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
Global Score
81 vs 77
Hardware Fit
82 vs 75
Quality Score
81 vs 78
Hardware
gemma4:12b-mlx lmstudio-community…
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 lmstudio-community…
Tokens/sec25.313.3
First chunk761 ms18 ms
TTFT7.7 s1.4 s
Load time3.6 s8.1 s
Memory usage7.1 GB0.0 GB
Memory %44%0%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
6/20
Memory
26/30
lmstudio-community/gemm…
Speed
25/50
TTFT
20/20
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
lmstudio-community/gemm…
Reasoning
12/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest