Roasted Cherry Tomato Basil Soup This is one of my favorite tomato basil soup recipes to make on a cold day. I love roasting the cherry tomatoes as they give off a slightly sweeter and more robust taste than other tomatoes. I prefer to use fresh basil over dried in this roasted cherry tomato soup