mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score

77 vs 78

Hardware Fit

100 vs 74

Quality Score

67 vs 79

Hardware

mlx-community/meta… huihui-devstral-sm…

MachineMac miniSystem manufacturer

CPUApple M4 ProAMD Ryzen 7 5800X 8-Core Processor

Cores1416

RAM64 GB32 GB

GPUApple M4 ProAMD Radeon RX 9060 XT

OSmacOS 15.7.4Microsoft Windows 11 Home 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

mlx-community/meta… huihui-devstral-sm…

Tokens/sec54.317.5

First chunk277 ms20 ms

TTFT277 ms279 ms

Load timeN/AN/A

Memory usage4.2 GB15.6 GB

Memory %7%49%

HW Fit Score Breakdown

mlx-community/meta-llam…

Speed

50/50

TTFT

20/20

Memory

30/30

huihui-devstral-small-2…

Speed

29/50

TTFT

20/20

Memory

25/30

Quality

mlx-community/meta-llam…

Reasoning

11/20

Coding

14/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

9/10

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

huihui-devstral-small-2…

Reasoning

16/20

Coding

17/20

Instruction

15/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View mlx-community/meta… details | View huihui-devstral-sm… 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