It may well depend how determined you are to buy it all yourself, or whether you have people around you able to provide you with second hand stuff. As DH and I are in our mid-thirties, loads of family and friends have castoffs. We have now acquired, on long-term loan
a) a chest of drawers with changing area on top
b) a drawer-full of clothes, some more appropriate for a girl than others!
c) a travel cot
d) a cot
e) a crib for when they're tiny
f) a baby gym
g) oh yes, and a zoo-full of stuffed toys from excited grandparents.
But I appreciate we are really lucky. Best friend was first in our circle of friends, and first in both families, so the situation would have been very different for her.