Rock Lake is a lake located in Lea County, New Mexico. It appears on the Javelina Basin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,189.63 feet (972.20 m) above sea level. The nearest populated place is Ochoa, approximately 9.0 miles to the NNW.