Eagle Lake Pass is a gut located in Warren County, Mississippi. It appears on the Eagle Bend USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 81.73 feet (24.91 m) above sea level. The nearest populated place is Peelers, approximately 2.3 miles to the SE.