Sutton Creek is a stream located in Neosho County, Kansas. It appears on the Chanute USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 896.47 feet (273.24 m) above sea level. The nearest populated place is Chanute, approximately 3.1 miles to the SW.