Pyramid Peak (New Mexico)  Pyramid Peak, is the highest peak in the range of the Pyramid Mountains at , in Hidalgo County, New Mexico. Pyramid Peak is located 7.5 miles south of Lordsburg in the Pyramid Mountains. It has also been called Big Pyramid Mountain and North Pyramid Peak.