qwen3.5:4b-mlx

OLLAMA GGUF

nvfp4

Good

Aug 25, 2026 · Apple M1 Pro

microsoft/phi-4-mini-reasoning

LM-STUDIO MLX

phi3 · 3.8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

68 vs 64

Hardware Fit

91 vs 100

Quality Score

58 vs 48

Hardware

qwen3.5:4b-mlx microsoft/phi-4-mi…

MachineMacBook ProMac mini

CPUApple M1 ProApple M4 Pro

Cores1014

RAM16 GB64 GB

GPUApple M1 ProApple M4 Pro

OSmacOS 26.6.2macOS 15.7.4

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:4b-mlx microsoft/phi-4-mi…

Tokens/sec42.290.3

First chunk201 ms198 ms

TTFT4.4 s198 ms

Load time0.0 sN/A

Memory usage3.8 GB2.0 GB

Memory %24%3%

HW Fit Score Breakdown

qwen3.5:4b-mlx

Speed

50/50

TTFT

11/20

Memory

30/30

microsoft/phi-4-mini-re…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

qwen3.5:4b-mlx

Reasoning

16/20

Coding

2/20

Instruction

13/20

Structured

7/15

Math

11/15

Multilingual

9/10

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

microsoft/phi-4-mini-re…

Reasoning

7/20

Coding

7/20

Instruction

7/20

Structured

7/15

Math

13/15

Multilingual

7/10

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

View qwen3.5:4b-mlx 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