qwen2.5-coder-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

qwen3.6:35b-a3b-coding-nvfp4

OLLAMA GGUF

nvfp4

Not Rec.

May 25, 2026 · Apple M4 Pro

Global Score

55 vs 76

Hardware Fit

89 vs 77

Quality Score

40 vs 76

Hardware

qwen2.5-coder-0.5b… qwen3.6:35b-a3b-co…

MachineLENOVO 20BUS00700MacBook Pro

CPUIntel Core™ i5-5300UApple M4 Pro

Cores414

RAM16 GB48 GB

GPUIntel(R) HD Graphics 5500Apple M4 Pro

OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.4.1

Archx64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-0.5b… qwen3.6:35b-a3b-co…

Tokens/sec13.572.7

First chunk1292 ms147 ms

TTFT1.3 s30.0 s

Load timeN/A5.7 s

Memory usage0.4 GB19.6 GB

Memory %2%41%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

Speed

41/50

TTFT

20/20

Memory

28/30

qwen3.6:35b-a3b-coding-…

Speed

50/50

TTFT

0/20

Memory

27/30

Quality

qwen2.5-coder-0.5b-inst…

Reasoning

7/20

Coding

7/20

Instruction

10/20

Structured

10/15

Math

2/15

Multilingual

4/10

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

qwen3.6:35b-a3b-coding-…

Reasoning

19/20

Coding

9/20

Instruction

13/20

Structured

12/15

Math

13/15

Multilingual

10/10

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

View qwen2.5-coder-0.5b… details | View qwen3.6:35b-a3b-co… 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