PC Magik Lab

Local models, real GPUs.

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Scientific Approach

Consistency

Every test uses the exact same prompt and the exact same hardware rig to ensure absolute comparability.

Isolated Variables

We change only one variable per test, removing guesswork and pinpointing exactly what affects performance.

Fresh State

The model is fully reloaded before every single run to eliminate caching bias and memory fragmentation.

Full Transparency

Every prompt used and every resulting output file is published openly for community verification.

The Rig

GPU NVIDIA RTX 3090 24 GB
Model Server LM Studio

About the Series

PC Magik Lab is dedicated to exploring the capabilities of Large Language Models running on consumer-grade hardware. By focusing on local execution and rigorous testing, we provide real-world insights into how different models and configurations perform on real GPUs.