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

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Qwen3.8-27B-Ridge-3.7bpw_empero.ai:latest

OLLAMA GGUF

qwen35 · 27.3B · IQ2_M

Good

Aug 27, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

77 vs 75

Hardware Fit

100 vs 99

Quality Score

67 vs 64

Hardware

mlx-community/meta… Qwen3.8-27B-Ridge-…

MachineMac miniMicro-Star International Co., Ltd. MS-7E51

CPUApple M4 ProAMD Ryzen 7 9700X 8-Core Processor

Cores1416

RAM64 GB31 GB

GPUApple M4 ProNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSmacOS 15.7.4Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

mlx-community/meta… Qwen3.8-27B-Ridge-…

Tokens/sec54.360.3

First chunk277 ms154 ms

TTFT277 ms154 ms

Load timeN/A0.0 s

Memory usage4.2 GB11.0 GB

Memory %7%35%

HW Fit Score Breakdown

mlx-community/meta-llam…

Speed

50/50

TTFT

20/20

Memory

30/30

Qwen3.8-27B-Ridge-3.7bp…

Speed

50/50

TTFT

20/20

Memory

29/30

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

Qwen3.8-27B-Ridge-3.7bp…

Reasoning

20/20

Coding

17/20

Instruction

6/20

Structured

1/15

Math

14/15

Multilingual

6/10

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

View mlx-community/meta… details | View Qwen3.8-27B-Ridge-… 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