But who should be cast in this song and dance extravaganza? Digital Spy asked Dermot O'Leary, Gary Barlow and Nicole Scherzinger who they would like to see playing them on the stage.
Watch the X Factor judges and hosts casting the X Factor musical.
Who do you think should be cast in the X Factor musical? Let us know your suggestions below!