Randolph is a distinctive boys' name in United States, ranking #2708 in 2015 with 45 recorded births. The name reached its all-time peak in 1996 with 127 births ranking #989. Since 1996, the popularity has decreased by 64.6%. In 2015, approximately 1 in every 42,584 boys born was named Randolph. FALLING Recent data shows the name is currently falling.