Whetstone Bay is a bay located in Gregory County, South Dakota. It appears on the Whetstone Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,354.99 feet (413.00 m) above sea level. The nearest populated place is Wheeler (historical), approximately 4.1 miles to the ESE.