mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

gemma4:12b-mlx

OLLAMA GGUF

Not Rec.

Aug 24, 2026 · Apple M1 Pro

Global Score

73 vs 71

Hardware Fit

64 vs 76

Quality Score

77 vs 69

Hardware

mistralai/devstral… gemma4:12b-mlx

MachineMacBook ProMacBook Pro

CPUApple M1 ProApple M1 Pro

Cores1010

RAM32 GB16 GB

GPUApple M1 ProApple M1 Pro

OSmacOS 15.6.1macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

mistralai/devstral… gemma4:12b-mlx

Tokens/sec11.925.0

First chunk7 ms787 ms

TTFT1.1 s30.0 s

Load timeN/A4.0 s

Memory usage19.7 GB7.1 GB

Memory %62%45%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

gemma4:12b-mlx

Speed

50/50

TTFT

0/20

Memory

26/30

Quality

mistralai/devstral-smal…

Reasoning

17/20

Coding

16/20

Instruction

13/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

gemma4:12b-mlx

Reasoning

14/20

Coding

10/20

Instruction

9/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View mistralai/devstral… details | View gemma4:12b-mlx 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