Arnoldsville is a city located in Oglethorpe County, Georgia. Arnoldsville has a 2026 population of 469. Arnoldsville is currently growing at a rate of 2.18% annually and its population has increased by 8.31% since the most recent census, which recorded a population of 433 in 2020.