mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

gemma4:e2b-mlx

OLLAMA GGUF

Excellent

Aug 25, 2026 · Apple M1 Pro

Global Score

73 vs 82

Hardware Fit

64 vs 99

Quality Score

77 vs 75

Hardware

mistralai/devstral… gemma4:e2b-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:e2b-mlx

Tokens/sec11.970.4

First chunk7 ms96 ms

TTFT1.1 s96 ms

Load timeN/A2.5 s

Memory usage19.7 GB5.7 GB

Memory %62%36%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

25/50

TTFT

20/20

Memory

19/30

gemma4:e2b-mlx

Speed

50/50

TTFT

20/20

Memory

29/30

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:e2b-mlx

Reasoning

14/20

Coding

14/20

Instruction

15/20

Structured

15/15

Math

7/15

Multilingual

10/10

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

View mistralai/devstral… details | View gemma4:e2b-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