Castle Rock is a pillar located in Cimarron County, Oklahoma. It appears on the Kenton NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,281.73 feet (1,305.07 m) above sea level. The nearest populated place is Regnier, approximately 5.4 miles to the NNW.