gemma4:12b-mlx
OLLAMA GGUFJul 4, 2026 · Apple M2 Pro
qwen3-coder:30b-a3b-q8_0
OLLAMA GGUFqwen3moe · 30.5B · Q8_0
Jun 18, 2026 · AMD Ryzen 5 5500U
Global Score
91 vs 78
Hardware Fit
96 vs 54
Quality Score
89 vs 88
Hardware
gemma4:12b-mlx qwen3-coder:30b-a3…
MachineMacBook ProHP HP Pavilion Laptop 15-eh1xxx
CPUApple M2 ProAMD Ryzen 5 5500U
Cores1012
RAM16 GB63 GB
GPUApple M2 ProAMD Radeon(TM) Graphics
OSmacOS 26.5Microsoft Windows 10 Enterprise LTSC 10.0.19044
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:12b-mlx qwen3-coder:30b-a3…
Tokens/sec24.78.0
First chunk610 ms1468 ms
TTFT610 ms1.5 s
Load time3.6 s114.5 s
Memory usage7.1 GB33.5 GB
Memory %45%53%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
20/20
Memory
26/30
qwen3-coder:30b-a3b-q8_0
Speed
11/50
TTFT
19/20
Memory
24/30
Quality
gemma4:12b-mlx
Reasoning
16/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
qwen3-coder:30b-a3b-q8_0
Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong 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