qwen3.5:4b-mlx
OLLAMA GGUFnvfp4
Aug 24, 2026 · Apple M2
gemma4:12b-it-qat
OLLAMA GGUFgemma4 · 11.9B · Q4_0
Jun 25, 2026 · Apple M4 Pro
Global Score
53 vs 88
Hardware Fit
82 vs 86
Quality Score
41 vs 89
Hardware
qwen3.5:4b-mlx gemma4:12b-it-qat
MachineMac miniMac mini
CPUApple M2Apple M4 Pro
Cores812
RAM8 GB24 GB
GPUApple M2Apple M4 Pro
OSmacOS 26.5.2macOS 15.6.1
Archarm64arm64
Power Modebalancedbalanced
Performance
qwen3.5:4b-mlx gemma4:12b-it-qat
Tokens/sec24.730.0
First chunk302 ms686 ms
TTFT7.4 s7.1 s
Load time3.2 s5.4 s
Memory usage3.8 GB7.1 GB
Memory %47%30%
HW Fit Score Breakdown
qwen3.5:4b-mlx
Speed
50/50
TTFT
6/20
Memory
26/30
gemma4:12b-it-qat
Speed
50/50
TTFT
6/20
Memory
30/30
Quality
qwen3.5:4b-mlx
Reasoning
13/20
Coding
2/20
Instruction
4/20
Structured
4/15
Math
10/15
Multilingual
8/10
Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Adequate Multilingual: Strong
gemma4:12b-it-qat
Reasoning
18/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
14/15
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