Caney Slough is a gut located in Butler County, Missouri. It appears on the Hanleyville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 323.44 feet (98.58 m) above sea level. The nearest populated place is Kinzer, approximately 1.3 miles to the NNW.