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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

llama3.2:3b

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score

79 vs 67

Hardware Fit

92 vs 77

Quality Score

73 vs 63

Hardware

qwen2.5-coder-7b-i… llama3.2:3b

MachineMacBook AirLENOVO 20U30029MB

CPUApple M4Intel Core™ i5-10210U

Cores108

RAM32 GB15 GB

GPUApple M4CometLake-U GT2 [UHD Graphics]

OSmacOS 26.3Pop 24.04 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

qwen2.5-coder-7b-i… llama3.2:3b

Tokens/sec22.510.0

First chunk529 ms1166 ms

TTFT529 ms1.2 s

Load timeN/A6.8 s

Memory usage4.0 GB3.8 GB

Memory %13%25%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

llama3.2:3b

Speed

27/50

TTFT

20/20

Memory

30/30

Quality

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

llama3.2:3b

Reasoning

11/20

Coding

15/20

Instruction

13/20

Structured

12/15

Math

3/15

Multilingual

9/10

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

View qwen2.5-coder-7b-i… details | View llama3.2:3b 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