gemma4:12b-mlx
OLLAMA GGUFAug 24, 2026 · Apple M1 Pro
qwen3-coder:30b-a3b-q4_K_M
OLLAMA GGUFqwen3moe · 30.5B · Q4_K_M
Jun 18, 2026 · Intel Core™ Ultra 9 285HX
Global Score
71 vs 91
Hardware Fit
76 vs 100
Quality Score
69 vs 87
Hardware
gemma4:12b-mlx qwen3-coder:30b-a3…
MachineMacBook ProMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJG
CPUApple M1 ProIntel Core™ Ultra 9 285HX
Cores1024
RAM16 GB63 GB
GPUApple M1 ProIntel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPU
OSmacOS 26.6.2Microsoft Windows 11 Home Single Language 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:12b-mlx qwen3-coder:30b-a3…
Tokens/sec25.0175.3
First chunk787 ms224 ms
TTFT30.0 s224 ms
Load time4.0 s6.1 s
Memory usage7.1 GB18.7 GB
Memory %45%30%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
0/20
Memory
26/30
qwen3-coder:30b-a3b-q4_…
Speed
50/50
TTFT
20/20
Memory
30/30
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-q4_…
Reasoning
16/20
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