Elvis only won 3 Grammys. The King of Rock and Roll had 18 #1 hits in his career but only bagged 3 awards out of his 14 nominations. Instead, the record for the most Grammy wins belongs to George Solti, the longtime leader of the Chicago Symphony Orchestra, at 31 Grammy awards.