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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

Global Score
84 vs 71
Hardware Fit
82 vs 56
Quality Score
85 vs 78

Hardware

gemma4:12b-mlx qwen3.5:9b
MachineMacBook ProSystem manufacturer
CPUApple M2 ProAMD Ryzen 5 5500
Cores1012
RAM16 GB16 GB
GPUApple M2 ProNVIDIA GeForce RTX 3060
OSmacOS 26.5Microsoft Windows 11 IoT Enterprise LTSC 10.0.26100
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx qwen3.5:9b
Tokens/sec27.25.3
First chunk732 ms1624 ms
TTFT8.1 s1.6 s
Load time3.5 s4.0 s
Memory usage7.1 GB7.9 GB
Memory %44%50%

HW Fit Score Breakdown

gemma4:12b-mlx

Speed
50/50
TTFT
6/20
Memory
26/30

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

Quality

gemma4:12b-mlx

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View gemma4:12b-mlx details | View qwen3.5:9b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest