Patterson is a city in Stanislaus County, California, United States, located off Interstate 5. It is 27 miles southeast of Tracy and is part of the Modesto Metropolitan Statistical Area. Patterson is known as the "Apricot Capital of the World"; and holds an annual Apricot Fiesta to celebrate with many drinks, food, desserts and games. The population was 20,413 at the 2010 Census.