It depends on what type of pizza you are making. If you are making thick-crust pizzas, you should opt for harder woods as they will provide more consistent heat for a longer period of time. On the other hand, if you are making thin-crust pizzas, then softer woods are more suitable as they will burn faster and provide less heat.