Commentators specify that Omri's great sin was continuing the state-sponsored idolatry established by Jeroboam, specifically the worship of the golden calves. The verse describes these idols as "vanities," highlighting their emptiness and inability to provide what only God can, ultimately provoking His righteous anger.