Whetstone Creek is a stream located in Cullman County, Alabama. It appears on the Crane Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 510.22 feet (155.52 m) above sea level. The nearest populated place is Crane Hill, approximately 0.9 miles to the ESE.