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qwen2.5-coder-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

Global Score
55 vs 71
Hardware Fit
89 vs 56
Quality Score
40 vs 78

Hardware

qwen2.5-coder-0.5b… qwen3.5:9b
MachineLENOVO 20BUS00700System manufacturer
CPUIntel Core™ i5-5300UAMD Ryzen 5 5500
Cores412
RAM16 GB16 GB
GPUIntel(R) HD Graphics 5500NVIDIA GeForce RTX 3060
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 IoT Enterprise LTSC 10.0.26100
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-coder-0.5b… qwen3.5:9b
Tokens/sec13.55.3
First chunk1292 ms1624 ms
TTFT1.3 s1.6 s
Load timeN/A4.0 s
Memory usage0.4 GB7.9 GB
Memory %2%50%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

Speed
41/50
TTFT
20/20
Memory
28/30

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

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

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen2.5-coder-0.5b… details | View qwen3.5:9b 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