Cake Rock is a island located in Clallam County, Washington. It appears on the La Push USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 78.74 feet (24.00 m) above sea level. The nearest populated place is La Push, approximately 2.7 miles to the SE.