Abernathy is a city in Hale and Lubbock counties in the U.S. state of Texas. The population was 2,805 at the 2010 census.The Hale County portion of Abernathy is part of the Plainview Micropolitan Statistical Area, while the Lubbock County portion is part of the Lubbock Metropolitan Statistical Area.