Both cakes have a similar texture and both have a crumb topping. Although, the main difference between the two cakes is the amount of said crumb topping. Crumb cake, as you may have guessed by the name, has a very thick layer of streusel topping. Almost half the thickness of the cake is the crumb topping. Coffee cake usually have a thin layer of toping.