Neptune Beach is a city located in Duval County, Florida. Neptune Beach has a 2026 population of 7,032. Neptune Beach is currently declining at a rate of -0.21% annually and its population has decreased by -2.29% since the most recent census, which recorded a population of 7,197 in 2020.