Buena Vista (pronounced "BYOO-nah VIHS-tah") is a city in Marion County, Georgia, United States. It is part of the Columbus, Georgia-Alabama Metropolitan Statistical Area. The population was 1,664 at the 2000 census. Formerly known as Pea Ridge, the city changed its name to Buena Vista in honor of Zachary Taylor's victory in the Mexican American War. The city is the county seat of Marion County. It is the birthplace of baseball legend, Josh Gibson and Medal of Honor recipient Luther H. Story.