Rice Lake is a city located in Barron County, Wisconsin. Rice Lake has a 2026 population of 8,971. Rice Lake is currently declining at a rate of -0.54% annually and its population has decreased by -1% since the most recent census, which recorded a population of 9,062 in 2020.