Sugita Station was opened on July 10, 1930 as a stop on the Shōnan Electric Railway, which merged with the Keihin ELectric Railway on November 1, 1941. It was elevated to a full station on May 1, 1931. A new elevated station building was erected in March 1970, and a completely new station building was completed in April 1993.