Methodology
Standardized Prompts
We use the same prompt across different configurations to ensure consistent testing conditions.
Fixed Hardware
Testing is conducted on a single, consistent rig to eliminate hardware variance.
One Variable
We change only one variable at a time to isolate the effect of that specific parameter.
Clean Reloads
The model is reloaded before every single run to ensure zero cache interference.
The Setup
Powerhouse Hardware
- NVIDIA RTX 3090 24 GB
- LM Studio Model Server
About the Series
PC Magik Lab is dedicated to exploring the true potential of local AI. By running massive models on consumer-grade hardware, we bridge the gap between experimental software and practical, real-world performance.
Every test is documented, every result is verifiable, and every prompt is public. No guesswork, just raw data from real GPUs.