Cave Rock Spring is a spring located in Nye County, Nevada. It appears on the Thimble Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,144.58 feet (1,568.07 m) above sea level. The nearest populated place is Leadfield, approximately 3.2 miles to the WSW.