Although a clear preference for 3D structures is shown, whether or not a structure is 2D or 3D tends not to determine the magnitude of its stability, but rather the geometry of the Cu cluster determines final stability. Multiatom clusters that form geometries closest to the structure of ground state Cu n clusters in vacuum form the most stable adsorption configurations.