A pair of atom-precise luminescent copper/silver-thiolate cluster analogues, Cu17 and Ag17 were assembled by bottom-up synthesis and cluster-to-cluster conversion. Metal-atom exchange induced the redshift of the optical absorption and blueshift of emission of Ag17 in the solid-state compared to that of Cu17.