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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

qwen3-30b-a3b-thinking-2507-claude-4.5-sonnet-high-reasoning-distill-mlx

LM-STUDIO MLX

qwen3_moe · 30B · MXFP4

Excellent

Apr 22, 2026 · Apple M2 Max

Global Score
91 vs 95
Hardware Fit
96 vs 94
Quality Score
89 vs 96

Hardware

gemma4:12b-mlx qwen3-30b-a3b-thin…
MachineMacBook ProMac Studio
CPUApple M2 ProApple M2 Max
Cores1012
RAM16 GB96 GB
GPUApple M2 ProApple M2 Max
OSmacOS 26.5macOS 26.1
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx qwen3-30b-a3b-thin…
Tokens/sec24.780.4
First chunk610 ms46 ms
TTFT610 ms1.8 s
Load time3.6 sN/A
Memory usage7.1 GB21.2 GB
Memory %45%22%

HW Fit Score Breakdown

gemma4:12b-mlx

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

qwen3-30b-a3b-thinking-…

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

Quality

gemma4:12b-mlx

Reasoning
16/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3-30b-a3b-thinking-…

Reasoning
19/20
Coding
18/20
Instruction
19/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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