Randolph is a distinctive boys' name in United States, ranking #989 in 1996 with 127 recorded births. The name reached its all-time peak in 1996 with 127 births ranking #989. In 1996, approximately 1 in every 14,915 boys born was named Randolph. FALLING Recent data shows the name is currently falling.