I have that same pen, but the blue larger one. I like it a lot. My baby hasn't tried to jump out of it at all. You can get a mesh cover if they do like to jump though. Here is a link to one that might work:
Especially For Baby Play Yard Netting - Babies 'R' Us - Babies "R" Us