Toribash
Generally I appreciate horror more because it is generally more difficult to capture. Mood, setting, feeling, suspense etc...Therefore I appreciate it more.

Comedy is also not easy but not as hard as horror in my opinion.
Drama is probably the easiest of the three to capture but it relies a lot on the actors.

My preference order:
Horror
Comedy
Drama