I wouldn't consider Cloverfield a horror movie, unless you're looking at the budget given to the movie.
I don't really watch that many horror movies, but I can say I've been shamefully addicted to Scream Queens (the show). If you want something that's stupid, light-hearted thriller for a few hours, watch the first 6 episodes (aired thus far).