Bancé is a member of the Burkina Faso national football team. He has appeared for Burkina Faso at three Africa Cup of Nations tournaments, scoring both the team's goal and the winning kick in the penalty shootout in "Les Étalons"' semi-final defeat of Ghana at the 2013 edition to put the nation in the final for first time in its history. Burkina Faso went on to lose the final to Nigeria and finish as runner-up.