Autry Lake is a reservoir located in Benton County, Mississippi. It appears on the Chilli Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 367.45 feet (112.00 m) above sea level. The nearest populated place is Pine Grove, approximately 1.1 miles to the S.