For isolated atom, the longer the basis the better, which is not the case for a complex system where overlap with other bases may occur.
Longer basis is also required for systems with weak interactions (like pi-stacking of C6H6 molecules or interaction between graphene planes, or physisorption of molecules on the surface)
