Depending on where you live, if you buy a supermarket clamshell of cherry tomatoes in the winter, they're likely to be too watery and mild to enjoy. However, you can bypass this lack of flavor by cooking the tomatoes to remove the moisture and concentrate their sweet, tangy flavors into a delicious sauce.