Aluminum has 3 electrons in its third sub-level which are loosely pack, whilst magnesium only have 2 electrons in its third sub-level which are harder to removed than Aluminum's 3 electrons.
Why Is The First Ionization Energy Of Aluminum Lower Than The First Ionization Energy Of Magnesium?