Rainey Lake is a reservoir located in Tippah County, Mississippi. It appears on the Keownville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 427.66 feet (130.35 m) above sea level. The nearest populated place is Cotton Plant, approximately 1.2 miles to the SSW.