Rush Springs is a town located in Grady County, Oklahoma. Rush Springs has a 2026 population of 1,024. Rush Springs is currently growing at a rate of 1.19% annually and its population has increased by 2.71% since the most recent census, which recorded a population of 997 in 2020.