Cave Mountain is a summit located in Newton County, Arkansas. It appears on the Boxley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,202.39 feet (671.29 m) above sea level. The nearest populated place is Ryker, approximately 2.5 miles to the SW.