Binding energies of metal clusters confined to two dimensions along di
fferent crystallographic directions have been calculated using self-co
nsistent ab initio molecular-orbital theory. The results reveal a nonm
onotonic dependence of the energies on the cluster size, with conspicu
ous maxima corresponding to close atomic packing. This behavior persis
ts even when the interaction with a substrate is included.