Despite the limitations of the retrospective study and the relatively small validation cohort, our findings suggest that increased heterogeneity in the mesoscale distribution of interictal high-frequency activity is a distinguishing feature of the epileptogenic zone in drug-resistant focal epilepsy, potentially offering a novel marker for its localization.