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

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

Qwen3.8-27B-UD-IQ4_XS_unsloth:latest

OLLAMA GGUF

qwen35 · 27.3B · IQ4_XS

Excellent

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

Global Score

53 vs 80

Hardware Fit

99 vs 60

Quality Score

33 vs 89

Hardware

mlx-community/Nanb… Qwen3.8-27B-UD-IQ4…

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-UD-IQ4…

Tokens/sec25.410.8

First chunk266 ms891 ms

TTFT266 ms891 ms

Load timeN/A0.0 s

Memory usage0.0 GB17.6 GB

Memory %0%57%

HW Fit Score Breakdown

mlx-community/Nanbeige4…

Speed

49/50

TTFT

20/20

Memory

30/30

Qwen3.8-27B-UD-IQ4_XS_u…

Speed

18/50

TTFT

20/20

Memory

22/30

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-UD-IQ4_XS_u…

Reasoning

17/20

Coding

18/20

Instruction

18/20

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-UD-IQ4… 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