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gemma4:12b-mlx

OLLAMA GGUF
Excellent

Jul 4, 2026 · Apple M2 Pro

mistral:latest

OLLAMA GGUF

llama · 7.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score
84 vs 73
Hardware Fit
82 vs 100
Quality Score
85 vs 62

Hardware

gemma4:12b-mlx mistral:latest
MachineMacBook ProMicro-Star International Co., Ltd. MS-7B79
CPUApple M2 ProAMD Ryzen 5 2600X Six-Core Processor
Cores1012
RAM16 GB16 GB
GPUApple M2 ProNVIDIA GeForce GTX 1080
OSmacOS 26.5Microsoft Windows 11 Famille 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b-mlx mistral:latest
Tokens/sec27.231.7
First chunk732 ms102 ms
TTFT8.1 s102 ms
Load time3.5 s14.3 s
Memory usage7.1 GB4.8 GB
Memory %44%30%

HW Fit Score Breakdown

gemma4:12b-mlx

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

mistral:latest

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

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

mistral:latest

Reasoning
8/20
Coding
13/20
Instruction
16/20
Structured
12/15
Math
5/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak 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