Rocky Point is a cape located in Loving County, Texas. It appears on the Red Bluff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,847.77 feet (868.00 m) above sea level. The nearest populated place is Red Bluff, approximately 1.5 miles to the SSW.