Although sherbet and ice cream are both creamy desserts, ice cream contains almost 50 percent milk or cream, while sherbet contains a 1%-2% cream or milk. Ice cream is based on a dairy product, like milk, cream, or butterfat, while sherbet is based on a fruit flavor.