Yes, any guest who is not an Annual Pass Holder will need to purchase a ticket—either online in advance or at the admissions counter—to enter the attraction.
As a pass holder, you may be eligible for discounted Friends & Family tickets, so be sure to ask at admissions or check online for available offers!