gemma4:12b-mlx
OLLAMA GGUFJul 4, 2026 · Apple M2 Pro
qwen3.8:latest
OLLAMA GGUFqwen35 · 27.3B · Q4_K_M
Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor
Global Score
81 vs 68
Hardware Fit
82 vs 22
Quality Score
81 vs 88
Hardware
gemma4:12b-mlx qwen3.8:latest
MachineMacBook ProSystem manufacturer
CPUApple M2 ProAMD Ryzen 9 5950X 16-Core Processor
Cores1032
RAM16 GB32 GB
GPUApple M2 ProNVIDIA GeForce RTX 3090
OSmacOS 26.5Microsoft Windows 11 Pro 10.0.26300
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:12b-mlx qwen3.8:latest
Tokens/sec25.310.0
First chunk761 ms1041 ms
TTFT7.7 s14.3 s
Load time3.6 s22.3 s
Memory usage7.1 GB26.2 GB
Memory %44%82%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
6/20
Memory
26/30
qwen3.8:latest
Speed
12/50
TTFT
1/20
Memory
9/30
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
qwen3.8:latest
Reasoning
19/20
Coding
19/20
Instruction
10/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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