For instance, my 500+ reputation would allow me to cast close and open votes on a number of Stackexchange sites. Here, it requires 3000. Why is that?
Those sites are in beta and thus have relaxed rep requirements. ELU is graduated. Check out Math, another graduated site you're registered on — it, too, requires 3k rep to cast close and reopen votes.