Millvale is a borough located in Allegheny County, Pennsylvania. Millvale has a 2026 population of 3,255. Millvale is currently declining at a rate of -0.34% annually and its population has decreased by -3.41% since the most recent census, which recorded a population of 3,370 in 2020.