Leslie Spring is a spring located in Chaves County, New Mexico. It appears on the Haystack Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,977.27 feet (1,212.27 m) above sea level. The nearest populated place is Campbell, approximately 6.0 miles to the SSE.