no difference. basically, if you had +720 atk at 100% pre-evo, it becomes +1440 after evo.
if you had 100 atk at pre-evo, it becomes 200 atk, and any subsequent aff will boost stat by double what you should've gotten pre-evo.
In other words, you will never lose stat from affection