The Porter-Thomas distribution plays a significant role in the context of quantum supremacy experiments, particularly concerning the sampling strategies employed to demonstrate the computational advantage of quantum devices over classical counterparts. Understanding this relationship requires a detailed exploration of the Porter-Thomas distribution itself, the nature of quantum supremacy experiments, and the statistical methodologies used to