Cooking devices, cooking systems, and smoke assemblies for use therewith are provided. In one embodiment, a cooking system is provided and includes a housing and a smoke assembly. The housing can have a lower base portion and an upper lid portion that together define a hollow cooking chamber. The smoke assembly can be coupled to the upper lid portion, and can be in fluid communication with the hollow cooking chamber. The smoke assembly can generate smoke during cooking operations in order to impart smoke flavor onto a food product disposed within the hollow cooking chamber.