mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

gemma4:12b-mlx

OLLAMA GGUF

Excellent

Jul 4, 2026 · Apple M2 Pro

Global Score

73 vs 91

Hardware Fit

64 vs 96

Quality Score

77 vs 89

Hardware

mistralai/devstral… gemma4:12b-mlx

MachineMacBook ProMacBook Pro

CPUApple M1 ProApple M2 Pro

Cores1010

RAM32 GB16 GB

GPUApple M1 ProApple M2 Pro

OSmacOS 15.6.1macOS 26.5

Archarm64arm64

Power Modebalancedbalanced

Performance

mistralai/devstral… gemma4:12b-mlx

Tokens/sec11.924.7

First chunk7 ms610 ms

TTFT1.1 s610 ms

Load timeN/A3.6 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

20/20

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

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

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