Increases in computational power, improvements in docking algorithms, and the availability of larger commercially-available chemical catalogs are constantly escalating size and scope of virtual screenings. Common pre-processing steps such as the enumeration of tautomers and small ring conformations (i.e. 6-membered ring conformers) almost double the size of the reference library, bringing its size to more than 2 M individually dockable ligands (Figure ).