Cherry Canyon is a valley located in San Benito County, California. It appears on the North Chalone Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 655.47 feet (199.79 m) above sea level. The nearest populated place is Harlem, approximately 5.8 miles to the WSW.