gemma4:12b-it-qat

OLLAMA GGUF

gemma4 · 11.9B · Q4_0

Excellent

Jun 25, 2026 · Apple M4 Pro

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

88 vs 74

Hardware Fit

86 vs 66

Quality Score

89 vs 78

Hardware

gemma4:12b-it-qat mistralai/magistra…

MachineMac miniMacBook Air

CPUApple M4 ProApple M4

Cores1210

RAM24 GB32 GB

GPUApple M4 ProApple M4

OSmacOS 15.6.1macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

gemma4:12b-it-qat mistralai/magistra…

Tokens/sec30.07.9

First chunk686 ms1356 ms

TTFT7.1 s1.4 s

Load time5.4 sN/A

Memory usage7.1 GB13.2 GB

Memory %30%41%

HW Fit Score Breakdown

gemma4:12b-it-qat

Speed

50/50

TTFT

6/20

Memory

30/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

gemma4:12b-it-qat

Reasoning

18/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

14/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

mistralai/magistral-sma…

Reasoning

14/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

7/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

View gemma4:12b-it-qat details | View mistralai/magistra… 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