After the start of Operation Barbarossa the city was seized by the Wehrmacht on June 25, 1941.
Leta 1939 so imeli Baranovichi skoraj 30.000 prebivalcev in so bili tako največje in najpomembnejše mesto v vojvodini Nowogródek.