What's the difference between a cafe and a restaurant?

The restaurant is a synonym of the cafe.
As nouns the difference between cafe and restaurant is that cafe is a coffee shop; an establishment selling coffee and sometimes other drinks or snacks, with a facility to consume them on the premises while a restaurant is an eating establishment in which diners are served food at their tables.