Lilypad Lake is a lake located in Baker County, Oregon. It appears on the Anthony Lakes USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,151.12 feet (2,179.66 m) above sea level. The nearest populated place is Little Alps, approximately 2.2 miles to the ENE.