Maple Bluff is a village located in Dane County, Wisconsin. Maple Bluff has a 2026 population of 1,327. Maple Bluff is currently declining at a rate of -0.38% annually and its population has decreased by -3.98% since the most recent census, which recorded a population of 1,382 in 2020.