Caney Lake is a lake located in Beauregard County, Louisiana. It appears on the Merryville South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 53.50 feet (16.31 m) above sea level. The nearest populated place is Bon Wier, approximately 2.7 miles to the NW.