PC Magik Lab

Local models, real GPUs.

Our Methodology

Strict Control

Same prompt, same rig, and only one variable changed per test to ensure absolute comparability.

Clean Slate

The model is fully reloaded before every single run to eliminate cache bias or context leakage.

Full Transparency

Every prompt used and every result generated is published openly for community verification.

The Lab Rig

NVIDIA RTX 3090 GPU
24 GB VRAM
LM Studio Model Server

About the Series

PC Magik Lab is a dedicated exploration into the performance and capabilities of Large Language Models when run on actual, local hardware. By removing the abstraction of cloud providers, we get a clear look at how quantization, VRAM limits, and different model architectures behave in the real world.