Idiom Usage:
Notice that in the plural forms, especially first person plural, that it is possible to use the singular (ace) if we are talking about a collective as a single unit.  For example, a sports team can be considered as a single unit.  Therefore one ace up their collective sleeves.  
Whereas, "you (all)" and "they" are plural and we must use the plural "aces".