I prefer illustrations to photos. Not a fan of cartoon-like covers but I can live with them.
The only covers I dislike are if illustrations of people look cheap; like they couldn't afford a quality artist. The person will look between a portrait and a cartoon. The features are off kilter and creepy. I don't know why they don't just have a cover of an inanimate object in those cases.