West Leechburg is a borough located in Armstrong County, Pennsylvania. West Leechburg has a 2026 population of 1,244. West Leechburg is currently declining at a rate of -0.24% annually and its population has decreased by -1.89% since the most recent census, which recorded a population of 1,268 in 2020.