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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 5, 2026 · Intel Core™ Ultra 9 285K

Global Score
84 vs 90
Hardware Fit
82 vs 96
Quality Score
85 vs 87

Hardware

gemma4:12b-mlx qwen3-coder:30b
MachineMacBook ProASUS
CPUApple M2 ProIntel Core™ Ultra 9 285K
Cores1024
RAM16 GB47 GB
GPUApple M2 ProNVIDIA GeForce RTX 5090, Intel(R) Graphics
OSmacOS 26.5Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx qwen3-coder:30b
Tokens/sec27.2207.9
First chunk732 ms513 ms
TTFT8.1 s513 ms
Load time3.5 s4.9 s
Memory usage7.1 GB20.5 GB
Memory %44%43%

HW Fit Score Breakdown

gemma4:12b-mlx

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

qwen3-coder:30b

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

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-coder:30b

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
View gemma4:12b-mlx details | View qwen3-coder:30b 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