Olmos Park was developed in the 1920s as an exclusive suburb of San Antonio, which completely surrounds it.
Sometimes confused with the City of Olmos Park, Olmos Park Terrace, was developed by the same developer a few years later in the 1930s as part of his larger Olmos District development and borders Olmos Park's western edge.