Sugar 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 394.35 feet (120.20 m) above sea level. The nearest populated place is Lewistown, approximately 1.8 miles to the SSE.