Caney Bayou is a gut located in Tensas County, Louisiana. It appears on the Newlight USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 61.68 feet (18.80 m) above sea level. The nearest populated place is Newlight, approximately 3.3 miles to the NE.