Thanks to Turner Classic Movies, I've now seen all best picture winners. They recently showed the only two I hadn't seen, Calvacade and Broadway Melody. Both were just average, and wouldn't have won in better years. Updated through 2010 (added The King's Speech)

(the ratings are just for ranking these films relative to each other) * = Director also won Oscar

Best Picture Winners – Ranked 1.