Cave Peaks is a summit located in Socorro County, New Mexico. It appears on the Blue Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,977.92 feet (2,431.67 m) above sea level. The nearest populated place is Rosedale (historical), approximately 5.8 miles to the N.