It was originally named Lake Lynn, but the Board on Geographic Names officially decided upon Cheat Lake as the reservoir's name in 1976.
Se oli alun perin nimeltään Lake Lynn, mutta Board on Geographic Names päätti virallisesti muuttaa nimen Cheat Lakeksi vuonna 1976.