Gaustad Station was opened along with the rest of the Holmenkollen Line on 31 May 1898. Villa Birkely was built in 1903, and functioned as a station building.
The establishment of Gaustad Station coincided with the opening of the Holmenkollen Line on 31 May 1898. Similarly, Villa Birkely was constructed in 1903 to serve as a station building.