Same Prompt
Every test uses the exact same prompt to ensure consistent comparison.
A YouTube series about running local AI models on real GPUs. Same prompt, same rig, one variable changed per test. Every model reloaded before every run. All prompts and result files published openly.
Every test uses the exact same prompt to ensure consistent comparison.
All tests run on the same hardware configuration for fair comparison.
Only one parameter differs between tests to isolate the impact.
The model is reloaded before every run to ensure clean state.
Every prompt and result file is published openly for transparency.
All tests performed on a single, consistent rig.
PC Magik Lab is a YouTube series by Mateusz Piekut, a computer service and homelab operator from Poland. The series explores the practical reality of running AI models on local, real GPU hardware.
Unlike cloud-based services, every episode tests actual model performance on physical hardware that's owned and operated locally. Each test uses the same prompt, the same rig, and only one variable changed — ensuring clear, comparable results.
Before every run, the model is reloaded to start from a clean state. All prompts and result files are published openly, allowing anyone to verify the results or replicate the tests themselves.