They are basically the same, but tomato experts will argue otherwise. Grape tomatoes tend to be more oblong shaped, and a little tougher than the sweeter cherry tomatoes. However, just like most produce, flavor varies from batch to batch. Grape and cherry tomatoes can almost always be used interchangably.