Rattlesnake Flat is a flat located in Lea County, New Mexico. It appears on the Paduca Breaks East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,383.76 feet (1,031.37 m) above sea level. The nearest populated place is Ochoa, approximately 12.7 miles to the NNE.