In 1954 Bernard Hardison sang and played piano on the original version of "Too Much" (Rosenberg-Weinman) but it never charted.

Elvis Presley topped the charts in 1956 with "Too Much" issued between "Love Me Tender" and "All Shook Up". "Too Much" was done after two complete takes were spliced together.