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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

qwen3-vl:4b-instruct

OLLAMA GGUF

qwen3vl · 4.4B · Q4_K_M

Excellent

Apr 20, 2026 · Apple M2 Max

Global Score
91 vs 83
Hardware Fit
96 vs 96
Quality Score
89 vs 78

Hardware

gemma4:12b-mlx qwen3-vl:4b-instruct
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-vl:4b-instruct
Tokens/sec24.791.2
First chunk610 ms150 ms
TTFT610 ms150 ms
Load time3.6 s5.3 s
Memory usage7.1 GB42.5 GB
Memory %45%44%

HW Fit Score Breakdown

gemma4:12b-mlx

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

qwen3-vl:4b-instruct

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

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-vl:4b-instruct

Reasoning
14/20
Coding
16/20
Instruction
16/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View gemma4:12b-mlx details | View qwen3-vl:4b-instruct 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