Caney Slough is a gut located in Sumter County, Alabama. It appears on the Brewersville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 75.92 feet (23.14 m) above sea level. The nearest populated place is Old Bluffport, approximately 0.8 miles to the SE.