YouTube Series • Local AI Testing
PC Magik Lab
Local models, real GPUs
A series about running AI models on real, local GPUs. No cloud, no hype. Just measured, reproducible tests on a single rig.
A series about running AI models on real, local GPUs. No cloud, no hype. Just measured, reproducible tests on a single rig.
Consistency first. Every test is designed to isolate one variable.
Identical inputs across runs to eliminate prompt variance.
All tests run on the same hardware setup for fair comparison.
Only one parameter changes per test. Everything else stays constant.
The model is reloaded before every run to ensure a clean state.
Every prompt and result file is published for transparency and reproducibility.
One rig. No swaps. Real measurements.
The same configuration is used across the series to keep results comparable.
PC Magik Lab is a YouTube series focused on running AI models locally on real GPUs. The goal is clear testing, honest numbers, and practical insights for homelab builders who want local AI without cloud dependency.
Tests are reproducible, documented, and transparent. Every prompt and result file is published alongside the videos.
Mateusz Piekut
Computer service and homelab operator from Poland
Follow the series and access the data.