Elim Lake is a lake located in Leflore County, Mississippi. It appears on the Money USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 127.40 feet (38.83 m) above sea level. The nearest populated place is Whaley, approximately 2.4 miles to the ESE.