We’ll be ranking this list based on a variety of factors, including musical talent and spectacle. We’ve included Kesha’s “It Ain’t Me Babe” at the 2016 Billboard Music Awards, Justin Bieber’s “Boyfriend” at the 2012 Billboard Music Awards, The Nicki Minaj medley at the 2017 Billboard Music Awards and more!