Cave Spring is a city in Floyd County, Georgia, United States. It is located 12.24 miles (19.70 km) south of Rome, Georgia. The population was 975 at the 2000 census but has grown to around 1200 in 2010. It is part of the Rome, Georgia Metropolitan Statistical Area. The town was named after the cave and water spring located in Rolater Park. The cave has impressive stalagmites and the legendary "Devil's Stool" formation. The spring water has won awards for purity and taste.