mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

gemma4:12b-mlx

OLLAMA GGUF

Not Rec.

Aug 24, 2026 · Apple M1 Pro

Global Score

69 vs 71

Hardware Fit

50 vs 76

Quality Score

77 vs 69

Hardware

mistralai/devstral… gemma4:12b-mlx

MachineMacBook AirMacBook Pro

CPUApple M4Apple M1 Pro

Cores1010

RAM32 GB16 GB

GPUApple M4Apple M1 Pro

OSmacOS 26.3macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

mistralai/devstral… gemma4:12b-mlx

Tokens/sec5.725.0

First chunk5007 ms787 ms

TTFT5.0 s30.0 s

Load timeN/A4.0 s

Memory usage13.2 GB7.1 GB

Memory %41%45%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

Memory

30/30

gemma4:12b-mlx

Speed

50/50

TTFT

0/20

Memory

26/30

Quality

mistralai/devstral-smal…

Reasoning

16/20

Coding

18/20

Instruction

13/20

Structured

14/15

Math

6/15

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