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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 4, 2026 · Intel Gen Intel® Core™ i7-12700K

Global Score
84 vs 80
Hardware Fit
82 vs 60
Quality Score
85 vs 88

Hardware

gemma4:12b-mlx qwen3-coder:30b
MachineMacBook ProASUS
CPUApple M2 ProIntel Gen Intel® Core™ i7-12700K
Cores1020
RAM16 GB96 GB
GPUApple M2 ProParsec Virtual Display Adapter, NVIDIA GeForce RTX 2060
OSmacOS 26.5Microsoft Windows 11 Enterprise 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx qwen3-coder:30b
Tokens/sec27.214.7
First chunk732 ms796 ms
TTFT8.1 s796 ms
Load time3.5 s0.2 s
Memory usage7.1 GB17.9 GB
Memory %44%19%

HW Fit Score Breakdown

gemma4:12b-mlx

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

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

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
17/20
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