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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

Jun 19, 2026 · Apple M4 Max

Global Score
81 vs 89
Hardware Fit
82 vs 96
Quality Score
81 vs 86

Hardware

gemma4:12b-mlx qwen3-coder:30b
MachineMacBook ProMacBook Pro
CPUApple M2 ProApple M4 Max
Cores1016
RAM16 GB64 GB
GPUApple M2 ProApple M4 Max
OSmacOS 26.5macOS 26.5.1
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx qwen3-coder:30b
Tokens/sec25.389.9
First chunk761 ms188 ms
TTFT7.7 s188 ms
Load time3.6 s4.0 s
Memory usage7.1 GB30.2 GB
Memory %44%47%

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
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-coder:30b

Reasoning
14/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate 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