mlx-community/stablelm-2-zephyr-1_6b-4bit

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

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

50 vs 75

Hardware Fit

100 vs 99

Quality Score

29 vs 64

Hardware

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

MachineMacBook AirMicro-Star International Co., Ltd. MS-7E51

CPUApple M4AMD Ryzen 7 9700X 8-Core Processor

Cores1016

RAM32 GB31 GB

GPUApple M4NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

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

Tokens/sec93.660.3

First chunk166 ms154 ms

TTFT166 ms154 ms

Load timeN/A0.0 s

Memory usage0.7 GB11.0 GB

Memory %2%35%

HW Fit Score Breakdown

mlx-community/stablelm-…

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/stablelm-…

Reasoning

7/20

Coding

2/20

Instruction

9/20

Structured

3/15

Math

4/15

Multilingual

4/10

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

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/stab… 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