YouTube Series • Local AI Benchmarks

PC Magik Lab

Local models, real GPUs.

A hands-on series about running AI models on real, local GPUs. Clear tests, same rig, reproducible results. No cloud hype — just hardware you can touch.

Watch on YouTube View prompts & results

REPRODUCIBLE

Same prompt, same rig

ONE VARIABLE

Changed per test

RELOADED

Model reloaded before every run

OPEN DATA

Every prompt & result file published

Dark glass & neon design • Responsive • Smooth scroll

How the series measures things

Transparency first. Every test is built to be repeatable and comparable.

Same promptEvery run uses an identical prompt to isolate performance differences.

Same rigAll tests run on the same hardware setup to remove system variance.

One variable changed per testOnly a single parameter is altered between runs.

Model reloaded before every runFresh load guarantees a clean starting state.

Every prompt and result file publishedFull data is available in the repository for verification.

Local, real GPUsNo cloud proxies. Local models, real GPUs.

Hardware

One rig. Consistent conditions. Clear comparisons.

Test Rig

NVIDIA RTX 3090 24 GB
LM Studio as the model server
Controlled environment for repeatable benchmarks

Consistency

Same system, same drivers, same power profile for every test.

Local First

Models run locally with LM Studio, no network dependency.

Series in focus

Polished cards with hover effects and interactive tilt.

Methodology

Clear, documented process for each benchmark. One change at a time.

Transparency

Prompts and result files are published for every episode.

Real Hardware

Tests run on physical GPUs, not simulated metrics.

About PC Magik Lab

PC Magik Lab is a YouTube series about running AI models on real, local GPUs. The focus is on practical, reproducible testing with transparent data.

YouTube Channel Prompts & Results Repo

Connect

Watch new episodes on YouTube and explore the full dataset in the GitHub repository. Every prompt and result file is published for reproducibility.

The site uses dark glass-and-neon styling, smooth scrolling, responsive layout, and interactive hover effects.