Chattahoochee is a city located in Gadsden County, Florida. Chattahoochee has a 2026 population of 3,028. Chattahoochee is currently declining at a rate of -2.82% annually but its population has increased by 3.45% since the most recent census, which recorded a population of 2,927 in 2020.