Order Of The Phoenix, I just love all the Prophecy drama, The hate campaign against Harry & Dumbledore, Dumbledore's Army, the Order of the Phoenix. I've never hated a character as much as Umbridge, she's worse then Voldemort.
HBP is also good, the film let's it down as so much is cut out. COS and PS are at the bottom of list purely because of length.