Back to leaderboard

qwen2.5-coder-0.5b-instruct

LM-STUDIO GGUF

qwen2 · 0.5B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 4, 2026 · Intel Gen Intel® Core™ i7-12700K

Global Score
55 vs 80
Hardware Fit
89 vs 60
Quality Score
40 vs 88

Hardware

qwen2.5-coder-0.5b… qwen3-coder:30b
MachineLENOVO 20BUS00700ASUS
CPUIntel Core™ i5-5300UIntel Gen Intel® Core™ i7-12700K
Cores420
RAM16 GB96 GB
GPUIntel(R) HD Graphics 5500Parsec Virtual Display Adapter, NVIDIA GeForce RTX 2060
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-coder-0.5b… qwen3-coder:30b
Tokens/sec13.514.7
First chunk1292 ms796 ms
TTFT1.3 s796 ms
Load timeN/A0.2 s
Memory usage0.4 GB17.9 GB
Memory %2%19%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

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

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

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-coder:30b

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen2.5-coder-0.5b… details | View qwen3-coder:30b 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