Rock Creek is a stream located in Valencia County, New Mexico. It appears on the Mesa Gallina USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,805.82 feet (1,769.61 m) above sea level. The nearest populated place is Rio Puerco, approximately 10.2 miles to the NE.