lmstudio-community/Phi-4-reasoning-plus-MLX-4bit

LM-STUDIO GGUF

Not Rec.

Mar 5, 2026 · Apple M4

qwen2.5-coder-7b-instruct-mlx

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score

33 vs 79

Hardware Fit

74 vs 92

Quality Score

15 vs 73

Hardware

lmstudio-community… qwen2.5-coder-7b-i…

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

lmstudio-community… qwen2.5-coder-7b-i…

Tokens/sec11.522.5

First chunk670 ms529 ms

TTFT670 ms529 ms

Load timeN/AN/A

Memory usage3.0 GB4.0 GB

Memory %9%13%

HW Fit Score Breakdown

lmstudio-community/Phi-…

Speed

24/50

TTFT

20/20

Memory

30/30

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

Quality

lmstudio-community/Phi-…

Reasoning

8/20

Coding

1/20

Instruction

1/20

Structured

1/15

Math

1/15

Multilingual

3/10

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

qwen2.5-coder-7b-instru…

Reasoning

10/20

Coding

18/20

Instruction

14/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View lmstudio-community… details | View qwen2.5-coder-7b-i… 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