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

llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score
55 vs 76
Hardware Fit
89 vs 100
Quality Score
40 vs 65

Hardware

qwen2.5-coder-0.5b… llama3.2:latest
MachineLENOVO 20BUS00700Micro-Star International Co., Ltd. MS-7B79
CPUIntel Core™ i5-5300UAMD Ryzen 5 2600X Six-Core Processor
Cores412
RAM16 GB16 GB
GPUIntel(R) HD Graphics 5500NVIDIA GeForce GTX 1080
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 Famille 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-coder-0.5b… llama3.2:latest
Tokens/sec13.557.0
First chunk1292 ms264 ms
TTFT1.3 s264 ms
Load timeN/A9.7 s
Memory usage0.4 GB2.6 GB
Memory %2%16%

HW Fit Score Breakdown

qwen2.5-coder-0.5b-inst…

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

llama3.2:latest

Speed
50/50
TTFT
20/20
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

llama3.2:latest

Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor 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