mlx-community/Nanbeige4.1-3B-8bit

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

qwen3.8-27b-nvfp4-budget

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score

53 vs 89

Hardware Fit

99 vs 96

Quality Score

33 vs 86

Hardware

mlx-community/Nanb… qwen3.8-27b-nvfp4-…

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/Nanb… qwen3.8-27b-nvfp4-…

Tokens/sec25.448.5

First chunk266 ms39 ms

TTFT266 ms283 ms

Load timeN/AN/A

Memory usage0.0 GB13.7 GB

Memory %0%44%

HW Fit Score Breakdown

mlx-community/Nanbeige4…

Speed

49/50

TTFT

20/20

Memory

30/30

qwen3.8-27b-nvfp4-budget

Speed

50/50

TTFT

20/20

Memory

26/30

Quality

mlx-community/Nanbeige4…

Reasoning

10/20

Coding

7/20

Instruction

1/20

Structured

1/15

Math

11/15

Multilingual

3/10

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

qwen3.8-27b-nvfp4-budget

Reasoning

16/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View mlx-community/Nanb… details | View qwen3.8-27b-nvfp4-… 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