I watch quite a few movies, so narrowing it down to just one favorite movie is impossible. I do have a few I consistently list as among my favorites, though.
Fight Club is one of those. I should probably mention Memento, too, now that I think about it.
Inglourious Basterds and Tropic Thunder are probably the funniest movies I've ever seen, so those deserve to be mentioned.