Down one man and then two, the Pittsburgh Penguins were at their best shorthanded. Dustin Jeffrey scored a go-ahead goal 37 seconds into the third period, Matt Cooke had two goals and the Penguins beat the Philadelphia Flyers 6-4 on Saturday.