Penitentiary Spring is a spring located in Mohave County, Arizona. It appears on the Penitentiary Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,473.03 feet (1,363.38 m) above sea level. The nearest populated place is Valentine, approximately 21.8 miles to the NNW.