The battery in my brother's Kobo died after around 700-800 page flips. It has been fully charged (I left it plugged in for a good 6 hours). He's going to return the device now.
I imagine loading up new books, flipping through PDFs, and any other CPU-intensive task takes up more juice than just flipping pages. But should it really have drained this quickly?