PC Magik Lab
A hands-on series about running AI models locally on real hardware. No cloud, no marketing. Just measurements on one rig with full transparency.
How we measure
Consistent, repeatable testing with one variable changed per test. Full data published.
Same prompt
Every run uses the identical prompt to ensure comparability across models and settings.
Same rig
All tests are performed on the same hardware to eliminate system differences.
One variable
Only one variable is changed per test, keeping the experiment clean and interpretable.
Model reloaded
The model is reloaded before every run to avoid state carry-over and ensure fair starts.
Published data
Every prompt and result file is published in the repository for independent verification.
Hardware
One rig
All tests in the series are run on this single GPU to keep comparisons fair and reproducible.
Model server
Models are served locally with LM Studio. No cloud services, no hidden optimizations.
About PC Magik Lab
PC Magik Lab is a YouTube series about running AI models on real, local GPUs. The focus is on measurable performance, practical setup, and transparent methodology.