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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

qwen3:14b

OLLAMA GGUF

qwen3 · 14.8B · Q4_K_M

Excellent

Jun 13, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
55 vs 82
Hardware Fit
89 vs 90
Quality Score
40 vs 79

Hardware

qwen2.5-coder-0.5b… qwen3:14b
MachineLENOVO 20BUS00700Micro-Star International Co., Ltd. MS-7C37
CPUIntel Core™ i5-5300UAMD Ryzen 9 3900X 12-Core Processor
Cores424
RAM16 GB64 GB
GPUIntel(R) HD Graphics 5500GameViewer Virtual Display Adapter, NVIDIA GeForce RTX 3080
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 专业版 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-coder-0.5b… qwen3:14b
Tokens/sec13.574.4
First chunk1292 ms324 ms
TTFT1.3 s2.6 s
Load timeN/A5.1 s
Memory usage0.4 GB9.0 GB
Memory %2%14%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

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

qwen3:14b

Speed
50/50
TTFT
10/20
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

qwen3:14b

Reasoning
18/20
Coding
11/20
Instruction
17/20
Structured
14/15
Math
10/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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