Kelly Peak is a summit located in Sierra County, New Mexico. It appears on the Thumb Tank Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,412.57 feet (1,954.55 m) above sea level. The nearest populated place is Chise, approximately 8.4 miles to the NNW.