Horror is a genre where the setting is dark, and can be set in fantasy worlds and the real world. Fantasy is a genre set in a magical world - far from real life. In horror, the focus is gore, thrills and chills however in fantasy, the focus is adventure and experiencing new things in a new world full of magic and excitement
