Soup Hole is a lake located in King County, Washington. It appears on the Monroe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 844.24 feet (257.32 m) above sea level. The nearest populated place is High Rock, approximately 4.3 miles to the NW.