Considering that traditional structural elucidations of the active sites of single atom catalysts fall short, the community relies on computational models to better understand the properties and reactivities of these promising materials. Herein, we presented an extensive study of the spatial scope and electronic complexity of active sites in FeNC models using molecular and periodic models.