Randolph had a Chicago & North Western Railway mainline and a Chicago, Milwaukee, St. Paul & Pacific Railroad (Milwaukee Road) secondary line. Today, the former C&NW is owned by Union Pacific Railroad, while the former Milwaukee Road is owned by Wisconsin & Southern Railroad.