Tomato soup was a type of Human soup made from tomatoes.
By 2371, there were fourteen varieties of tomato soup programmed into standard Federation replicators, including:
Tom Paris ordered tomato soup when he arrived on board the USS Voyager that year. The variety he preferred – "plain, hot" – was not up to his standards. (VOY: "Caretaker")