Rock Creek is a stream located in Colfax County, New Mexico. It appears on the Vermejo Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,688.25 feet (2,343.38 m) above sea level. The nearest populated place is Casa Grande, approximately 3.8 miles to the ESE.