qwen2.5-coder-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score

55 vs 77

Hardware Fit

89 vs 59

Quality Score

40 vs 84

Hardware

qwen2.5-coder-0.5b… gemma4:12b

MachineLENOVO 20BUS00700ASUSTeK COMPUTER INC. GX10

CPUIntel Core™ i5-5300UCortex-X925

Cores420

RAM16 GB122 GB

GPUIntel(R) HD Graphics 5500Device 2e12

OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 24.04.4 LTS

Archx64arm64

Power Modebalancedperformance

Performance

qwen2.5-coder-0.5b… gemma4:12b

Tokens/sec13.526.8

First chunk1292 ms632 ms

TTFT1.3 s30.0 s

Load timeN/A5.4 s

Memory usage0.4 GB9.3 GB

Memory %2%8%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

Speed

41/50

TTFT

20/20

Memory

28/30

gemma4:12b

Speed

29/50

TTFT

0/20

Memory

30/30

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

gemma4:12b

Reasoning

17/20

Coding

17/20

Instruction

13/20

Structured

14/15

Math

13/15

Multilingual

10/10

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

View qwen2.5-coder-0.5b… details | View gemma4:12b 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