 His impressive performances in Argentine Primera División, Copa Libertadores and his two-goal debut in the national team against Brazil attracted the interest of Atlético Madrid.Scocco also led his team to win the 2013 Torneo Final championship and proceed to the Final of the Argentine Primera División against the 2012 Torneo Inicial winners, Vélez Sársfield, the team who deprived Newell's of the first place.Scocco scored 11 goals for his team and retained his position as top scorer of the Championship in 2013 season, sharing his position, this time with Emanuel Gigliotti of Colón.