qwen2.5-coder-3b-instruct-mlx

LM-STUDIO MLX

qwen2 · 3B · 4bit

Good

Mar 4, 2026 · Apple M4

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score

73 vs 87

Hardware Fit

100 vs 100

Quality Score

61 vs 82

Hardware

qwen2.5-coder-3b-i… Ling-3.0-tiny-IQ4_…

MachineMacBook AirASUSTeK COMPUTER INC. GL702VMK

CPUApple M4Intel Core™ i7-7700HQ

Cores108

RAM32 GB16 GB

GPUApple M4NVIDIA GeForce GTX 1060

OSmacOS 26.3Microsoft Windows 11 Home 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

qwen2.5-coder-3b-i… Ling-3.0-tiny-IQ4_…

Tokens/sec52.324.7

First chunk285 ms283 ms

TTFT285 ms283 ms

Load timeN/A45.8 s

Memory usage1.6 GB4.3 GB

Memory %5%27%

HW Fit Score Breakdown

qwen2.5-coder-3b-instru…

Speed

50/50

TTFT

20/20

Memory

30/30

Ling-3.0-tiny-IQ4_XS:la…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

qwen2.5-coder-3b-instru…

Reasoning

7/20

Coding

14/20

Instruction

13/20

Structured

14/15

Math

4/15

Multilingual

9/10

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

Ling-3.0-tiny-IQ4_XS:la…

Reasoning

17/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

9/15

Multilingual

9/10

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

View qwen2.5-coder-3b-i… details | View Ling-3.0-tiny-IQ4_… 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