Cherry Creek is a stream located in Sierra County, New Mexico. It appears on the Reeds Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,384.22 feet (1,945.91 m) above sea level. The nearest populated place is Hermosa, approximately 2.2 miles to the ENE.