Transferred to the Army of Italy, Delzons distinguished himself at Montenotte, Dego and Lodi. Captured near Mantua he was exchanged eight days later. After having distinguished himself in the Battle of Rivoli, Delzons was promoted to chef de bataillon on the field of battle.