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

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

hf.co/openbmb/MiniCPM5-1B-GGUF:F16

OLLAMA GGUF

llama · 1.08B · F16

Good

Aug 23, 2026 · Apple M1 Pro

Global Score

53 vs 62

Hardware Fit

99 vs 100

Quality Score

33 vs 45

Hardware

mlx-community/Nanb… hf.co/openbmb/Mini…

MachineMacBook AirMacBook Pro

CPUApple M4Apple M1 Pro

Cores1010

RAM32 GB16 GB

GPUApple M4Apple M1 Pro

OSmacOS 26.3macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

mlx-community/Nanb… hf.co/openbmb/Mini…

Tokens/sec25.488.0

First chunk266 ms36 ms

TTFT266 ms36 ms

Load timeN/A1.6 s

Memory usage0.0 GB3.9 GB

Memory %0%25%

HW Fit Score Breakdown

mlx-community/Nanbeige4…

Speed

49/50

TTFT

20/20

Memory

30/30

hf.co/openbmb/MiniCPM5-…

Speed

50/50

TTFT

20/20

Memory

30/30

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

hf.co/openbmb/MiniCPM5-…

Reasoning

16/20

Coding

9/20

Instruction

4/20

Structured

0/15

Math

14/15

Multilingual

2/10

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

View mlx-community/Nanb… details | View hf.co/openbmb/Mini… 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