gemma4:12b-mlx
OLLAMA GGUFAug 24, 2026 · Apple M1 Pro
qwen3-coder:30b-a3b-q8_0
OLLAMA GGUFqwen3moe · 30.5B · Q8_0
Jun 18, 2026 · AMD Ryzen 5 5500U
Global Score
71 vs 78
Hardware Fit
76 vs 54
Quality Score
69 vs 88
Hardware
gemma4:12b-mlx qwen3-coder:30b-a3…
MachineMacBook ProHP HP Pavilion Laptop 15-eh1xxx
CPUApple M1 ProAMD Ryzen 5 5500U
Cores1012
RAM16 GB63 GB
GPUApple M1 ProAMD Radeon(TM) Graphics
OSmacOS 26.6.2Microsoft Windows 10 Enterprise LTSC 10.0.19044
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:12b-mlx qwen3-coder:30b-a3…
Tokens/sec25.08.0
First chunk787 ms1468 ms
TTFT30.0 s1.5 s
Load time4.0 s114.5 s
Memory usage7.1 GB33.5 GB
Memory %45%53%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
0/20
Memory
26/30
qwen3-coder:30b-a3b-q8_0
Speed
11/50
TTFT
19/20
Memory
24/30
Quality
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
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