Yes! Just cut off any bad spots! Tomato soup is actually a great way to use up your garden tomatoes when they are threatening to go bad before you can eat them fresh. Cut off any black or soft spots, but use your judgement, if the whole tomato has gone bad, don't put it in your soup!