Baptista, however, found scoring form in the League Cup, with six goals in the competition, including a club record four goals in Arsenal's quarter-final victory against Liverpool on 9 January 2007, in a 6–3 win for Arsenal; beside his 4 goals, he also missed a penalty kick in that game, and missed two other penalties that season against Bolton Wanderers and Portsmouth.