No. However, roasting tomatoes in the oven helps to sweeten and caramelize the sugars in the tomatoes, making them even more delicious! Cherry tomatoes are the sweetest, but also the smallest and most expensive, so unless you are growing your own and have a ton to spare, I recommend using Roma or plum tomatoes.