Sleeper Peak is a summit located in Lake County, California. It appears on the Upper Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,812.05 feet (857.11 m) above sea level. The nearest populated place is Upper Lake, approximately 2.2 miles to the SSE.