Caney Lake is a lake located in Grenada County, Mississippi. It appears on the Cascilla USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 132.97 feet (40.53 m) above sea level. The nearest populated place is Mehr, approximately 1.7 miles to the W.