qwen2.5-7b-instruct

LM-STUDIO MLX

qwen2 · 7B · 4bit

Excellent

Mar 3, 2026 · Apple M4

llama3.2:3b

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

Jun 25, 2026 · Cortex-A78AE

Global Score

82 vs 74

Hardware Fit

92 vs 99

Quality Score

78 vs 63

Hardware

qwen2.5-7b-instruct llama3.2:3b

MachineMacBook AirNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUApple M4Cortex-A78AE

Cores106

RAM32 GB7 GB

GPUApple M4Integrated / Unknown

OSmacOS 26.3Ubuntu 22.04.5 LTS

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-7b-instruct llama3.2:3b

Tokens/sec22.021.1

First chunk477 ms1032 ms

TTFT477 ms1.0 s

Load timeN/A8.4 s

Memory usage4.0 GB2.4 GB

Memory %13%32%

HW Fit Score Breakdown

qwen2.5-7b-instruct

Speed

43/50

TTFT

20/20

Memory

29/30

llama3.2:3b

Speed

50/50

TTFT

20/20

Memory

29/30

Quality

qwen2.5-7b-instruct

Reasoning

14/20

Coding

17/20

Instruction

15/20

Structured

15/15

Math

8/15

Multilingual

9/10

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

llama3.2:3b

Reasoning

10/20

Coding

14/20

Instruction

15/20

Structured

12/15

Math

3/15

Multilingual

9/10

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

View qwen2.5-7b-instruct 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