Bitter Creek is a stream located in Sumner County, Kansas. It appears on the Mulvane USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,184.38 feet (361.00 m) above sea level. The nearest populated place is Bushnell, approximately 4.3 miles to the SSE.