Grayson County is a county located in the U.S. state of Kentucky. As of the 2010 census, the population was 25,746. Its county seat is Leitchfield. The county was formed in 1810 and named for William Grayson (1740-1790), a Revolutionary War colonel and a prominent Virginia political figure.