It is a very difficult choice, but I have to say that Order of the Phoenix is my favourite. There's simply so much detail in it, and it takes its time - it's like the difference between going for an energetic and enjoyable jog (Prisoner of Azkaban) or a long and leisurely walk (OOTP). I love the whole DA arc; setting up a secret student society is very appealing to me.