I've had all three meals, and I prefer lunch, though breakfast is a close second.
I like the food better at lunch, which is the reason it got my vote, (I'm not a big breakfast eater,) but there's something magical about getting into the Magic Kingdom before opening, and going to see Cinderella at the castle.