Purple Lake is a lake located in Fresno County, California. It appears on the Bloody Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,882.26 feet (3,012.11 m) above sea level. The nearest populated place is Lake Mary, approximately 5.7 miles to the NNW.