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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

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
55 vs 61
Hardware Fit
89 vs 69
Quality Score
40 vs 58

Hardware

qwen2.5-coder-0.5b… qwen3.5:4b
MachineLENOVO 20BUS00700Gigabyte Technology Co., Ltd. H170M-D3H
CPUIntel Core™ i5-5300UIntel Core™ i5-6500
Cores44
RAM16 GB16 GB
GPUIntel(R) HD Graphics 5500GP104 [GeForce GTX 1070]
OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

qwen2.5-coder-0.5b… qwen3.5:4b
Tokens/sec13.535.7
First chunk1292 ms438 ms
TTFT1.3 s5.1 s
Load timeN/A40.1 s
Memory usage0.4 GB5.5 GB
Memory %2%35%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

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

qwen3.5:4b

Speed
50/50
TTFT
11/20
Memory
8/30

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

qwen3.5:4b

Reasoning
18/20
Coding
1/20
Instruction
8/20
Structured
8/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong
View qwen2.5-coder-0.5b… details | View qwen3.5:4b 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