Since I don't think it was explicitly mentioned, this is because __slots__ is effectively a named tuple. The size reduction comes from dropping the keys in the dictionary (they're stored once on the class, not every time on the instances), and the speed reduction come from it being an array lookup instead of a dict.

It's also a great way to introduce some static typing. No more setting mistyped class attributes without errors!