On the last day of the August 2012 transfer window, Vargas joined Serie A club Genoa on loan for the season, making 20 appearances before rejoining Fiorentina. He scored Fiorentina's goal in their 1–3 defeat to Napoli in the 2014 Coppa Italia Final.