Depends on difficulty. Higher difficulties will allow quick Science victories because the AI will have money for research agreements. In contrast, Domination will take too long since they have more units, probably more technologically advanced, and have money to get quick reinforcements (so-called Carpet of Doom). The inverse is true the lower you go in difficulty.
Culture is difficult in different ways, since you will have to balance research, Gold for CSes, Gold for buildings and Gold for units to defend yourself. I can handily win OCC culture at Emperor and below (best effort so far was turn 299 on a Small Map on King). Higher difficulties will give you more gold since you can sell more stuff, but that increases the likelihood that you will get attacked, or an AI completing a space ship first.
Diplomatic is all about gold. And espionage now in GnK. You will have to outbid, outcoup and outlast all the other remaining civs on the turn before the UN Vote. Same comments about difficulty.