Fremont was the location of a spur on the Randsburg Railway, a 28.5-mile branchline of the Atchison, Topeka and Santa Fe Railroad that connected the mining camps of Randsburg and Johannesburg to the mainline in Kramer. Operation began in January 1898 and ended in December 1933. The rails were removed in 1934.