Sumner Lake is a lake located in Pasco County, Florida. It appears on the Dade City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 68.25 feet (20.80 m) above sea level. The nearest populated place is Dade City, approximately 2.1 miles to the W.