Drakes Creek is a stream located in Sumner County, Tennessee. It appears on the Hermitage USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 443.26 feet (135.11 m) above sea level. The nearest populated place is Woodlake, approximately 0.7 miles to the ESE.