mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

Global Score

74 vs 68

Hardware Fit

66 vs 93

Quality Score

78 vs 57

Hardware

mistralai/magistra… google/gemma-4-e4b

MachineMacBook AirLENOVO 82JQ

CPUApple M4AMD Ryzen 7 5800H

Cores1016

RAM32 GB16 GB

GPUApple M4NVIDIA GeForce RTX 3060 Laptop GPU

OSmacOS 26.3Microsoft Windows 11 家庭版中文版 10.0.26100

Archarm64x64

Power Modebalancedbalanced

Performance

mistralai/magistra… google/gemma-4-e4b

Tokens/sec7.926.2

First chunk1356 ms17 ms

TTFT1.4 s572 ms

Load timeN/AN/A

Memory usage13.2 GB6.5 GB

Memory %41%41%

HW Fit Score Breakdown

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

google/gemma-4-e4b

Speed

46/50

TTFT

20/20

Memory

27/30

Quality

mistralai/magistral-sma…

Reasoning

14/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

7/15

Multilingual

10/10

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

google/gemma-4-e4b

Reasoning

17/20

Coding

19/20

Instruction

4/20

Structured

4/15

Math

12/15

Multilingual

1/10

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

View mistralai/magistra… details | View google/gemma-4-e4b 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