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

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

microsoft/phi-4-mini-reasoning

LM-STUDIO MLX

phi3 · 3.8B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score

53 vs 62

Hardware Fit

99 vs 99

Quality Score

33 vs 46

Hardware

mlx-community/Nanb… microsoft/phi-4-mi…

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

mlx-community/Nanb… microsoft/phi-4-mi…

Tokens/sec25.440.3

First chunk266 ms289 ms

TTFT266 ms289 ms

Load timeN/AN/A

Memory usage0.0 GB2.0 GB

Memory %0%6%

HW Fit Score Breakdown

mlx-community/Nanbeige4…

Speed

49/50

TTFT

20/20

Memory

30/30

microsoft/phi-4-mini-re…

Speed

50/50

TTFT

20/20

Memory

29/30

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

microsoft/phi-4-mini-re…

Reasoning

7/20

Coding

6/20

Instruction

7/20

Structured

7/15

Math

12/15

Multilingual

7/10

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

View mlx-community/Nanb… details | View microsoft/phi-4-mi… 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