Eatonton is a city in and county seat of Putnam County, Georgia, United States. As of the 2010 census, the city had a population of 6,480. It was named after William Eaton, an officer and diplomat involved in the First Barbary War. The name consists of his surname with the English suffix ton, meaning town..