hf.co/mradermacher/gemma-4-E4B-GGUF:Q6_K

OLLAMA GGUF

gemma4 · 7.52B · unknown

Marginal

Aug 24, 2026 · Apple M1 Pro

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

41 vs 69

Hardware Fit

100 vs 50

Quality Score

16 vs 77

Hardware

hf.co/mradermacher… mistralai/devstral…

MachineMacBook ProMacBook Air

CPUApple M1 ProApple M4

Cores1010

RAM16 GB32 GB

GPUApple M1 ProApple M4

OSmacOS 26.6.2macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/mradermacher… mistralai/devstral…

Tokens/sec34.65.7

First chunk179 ms5007 ms

TTFT179 ms5.0 s

Load time3.9 sN/A

Memory usage3.9 GB13.2 GB

Memory %25%41%

HW Fit Score Breakdown

hf.co/mradermacher/gemm…

Speed

50/50

TTFT

20/20

Memory

30/30

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

Memory

30/30

Quality

hf.co/mradermacher/gemm…

Reasoning

5/20

Coding

7/20

Instruction

0/20

Structured

0/15

Math

3/15

Multilingual

1/10

Reasoning: Poor Coding: Weak Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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

View hf.co/mradermacher… details | View mistralai/devstral… 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