So if I understood it correct. If my mom comes in and gets green card, she can sponsor my dad and my brother can be derivative. However, this risks him aging out.
If both my parents come in and receives the green card before my brother turns 21, he will be qualified under F2A.
Seems like second choice is safer than including him under derivative.