gemma4:12b-mlx
OLLAMA GGUFJul 4, 2026 · Apple M2 Pro
llama3.2:1b
OLLAMA GGUFllama · 1.2B · Q8_0
Mar 5, 2026 · AMD Ryzen 9 8945HS
Global Score
81 vs 62
Hardware Fit
82 vs 91
Quality Score
81 vs 50
Hardware
gemma4:12b-mlx llama3.2:1b
MachineMacBook ProASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UV
CPUApple M2 ProAMD Ryzen 9 8945HS
Cores1016
RAM16 GB15 GB
GPUApple M2 ProNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics
OSmacOS 26.5Microsoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:12b-mlx llama3.2:1b
Tokens/sec25.3170.2
First chunk761 ms142 ms
TTFT7.7 s142 ms
Load time3.6 s3.2 s
Memory usage7.1 GB1.6 GB
Memory %44%11%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
6/20
Memory
26/30
llama3.2:1b
Speed
50/50
TTFT
20/20
Memory
21/30
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
llama3.2:1b
Reasoning
4/20
Coding
13/20
Instruction
14/20
Structured
13/15
Math
0/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate
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