If nothing ever changed then 32bit os would be faster.
More things are being optimized for 64bit os, and if you get 32bit you are maxed out on memory from the get go.
In short if you just look at today the 32bit OS is better with only 4gb of ram. If you are looking at all as far as what is the best to buy for the long run, the 64 bit is the clear choice.