Bay Point, formerly West Pittsburg, is a suburb and census-designated place located in eastern Contra Costa County, California, just west of the city of Pittsburg and northeast over Willow Pass from Concord. The population was 21,349 at the 2010 census, down from 21,534 reported at the 2000 census.