Earlsboro is a town located in Pottawatomie County, Oklahoma. Earlsboro has a 2026 population of 611. Earlsboro is currently growing at a rate of 0.66% annually and its population has increased by 2.69% since the most recent census, which recorded a population of 595 in 2020.