Rankin is a city in Upton County, Texas, United States. The population was 778 at the 2010 census.It is the county seat of the thinly populated county – in 2010, only 3,355 people lived in the entire county, and McCamey was the only larger town. It is named after F.E. Rankin, a local rancher.