Wash and pat dry the tomatoes and cut them lengthwise. Drain the water from the fresh mozzarella pearls.
Arrange all tomatoes in a salad bowl with the mozzarella pearls and refrigerate for an hour. Drizzle the olive oil and red wine vinegar just before serving and add basil leaves.