In my opinion, getting a room at the PH or GH is a bit of hit-and-miss. If you do not specifically book a Bund View room, then all you may get is a high-floor room with a view of Pudong area; not the best view anyway, IMO. And, even if you did book a Bund View room, there is no guarantee that you would see much anyway, if that day is hazy or foggy.
If the OP is wanting a room with a view, then almost any room at the HOTB would guarantee a good view of the Pudong area as well as a "side view" along the Bund. That is a pretty sight.