Discovery Bay is a census-designated place (CDP) in eastern Contra Costa County, California, United States. It is about from San Francisco. It is in the East Bay region of the San Francisco Bay Area. As of 2010, its population was 13,352, a 48.7 percent gain from 8,981 at the 2000 census.