On November 3, 2012, in his first fight since his loss to Froch, Bute fought Denis Grachev for the latter's NABF light heavyweight title.
In November of 2012, Bute fought Denis Grachev, marking his return to the ring after losing to Froch. The fight was for the NABF light heavyweight championship.