Lake Elsey is a lake located in Chelan County, Washington. It appears on the Mount David USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,915.35 feet (1,803.00 m) above sea level. The nearest populated place is Trinity, approximately 6.8 miles to the NNE.