Stevens Creek is a stream located in Caldwell County, Kentucky. It appears on the Olney USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 408.96 feet (124.65 m) above sea level. The nearest populated place is Pumpkin Center, approximately 1.4 miles to the S.