qwen2.5-coder-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

qwen2.5-coder-1.5b-instruct

LM-STUDIO GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score

55 vs 61

Hardware Fit

89 vs 69

Quality Score

40 vs 57

Hardware

qwen2.5-coder-0.5b… qwen2.5-coder-1.5b…

MachineLENOVO 20BUS00700LENOVO 20BUS00700

CPUIntel Core™ i5-5300UIntel Core™ i5-5300U

Cores44

RAM16 GB16 GB

GPUIntel(R) HD Graphics 5500Intel(R) HD Graphics 5500

OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 10 Professionnel 10.0.19045

Archx64x64

Power Modebalancedbalanced

Performance

qwen2.5-coder-0.5b… qwen2.5-coder-1.5b…

Tokens/sec13.57.3

First chunk1292 ms2369 ms

TTFT1.3 s2.4 s

Load timeN/AN/A

Memory usage0.4 GB0.9 GB

Memory %2%6%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

Speed

41/50

TTFT

20/20

Memory

28/30

qwen2.5-coder-1.5b-inst…

Speed

25/50

TTFT

18/20

Memory

26/30

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

qwen2.5-coder-1.5b-inst…

Reasoning

9/20

Coding

12/20

Instruction

13/20

Structured

12/15

Math

3/15

Multilingual

8/10

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

View qwen2.5-coder-0.5b… details | View qwen2.5-coder-1.5b… 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