1. NPCs and skill challenges. Prepping encounters is a breeze.
2. Characters, memorable RP moments, and the story
3. Well, I've yet to see the Advanced Combat Handbook, otoh, 4e has a number of settings books, Manual of the Planes, new classes and races, a second book on world building...