Same Prompt, Same Rig
Every test uses identical prompts and the same hardware rig to ensure consistent comparison.
Local models, real GPUs.
PC Magik Lab
A YouTube series about running AI models on real, local GPUs.
How It Works
Model Reloaded Before Every Run
The model is reloaded before each test run to eliminate any cached state or carryover effects.
Every Prompt and Result Published
All prompts and result files are published openly for transparency and community review.
Hardware
NVIDIA RTX 3090 24 GB
The flagship GPU providing 24GB VRAM for running large local AI models.
LM Studio as Model Server
Lightweight model serving interface for loading and running local AI models.
About
PC Magik Lab is a YouTube series created by Mateusz Piekut, a computer service technician and homelab operator based in Poland. The series explores the practical side of running artificial intelligence models on real, locally-installed GPUs.
By keeping the testing environment consistent—same prompt, same rig, one variable changed per test—the series provides clear, reproducible insights into how different models perform on consumer-grade hardware.
All episodes, prompts, and result files are published openly on the YouTube channel and associated repository, ensuring transparency and community access to the data.