Randolph is a distinctive boys' name in United States, ranking #2015 in 2007 with 70 recorded births. The name reached its all-time peak in 1996 with 127 births ranking #989. Since 1996, the popularity has decreased by 44.9%. In 2007, approximately 1 in every 29,646 boys born was named Randolph. FALLING Recent data shows the name is currently falling.