Snow is still the fastest OSX, so that is not the problem.
99% chance, your 5400rpm hard drive is the trouble maker.
Replace it with something speedier: a WD black 7200rpm if you need lots of storage and budget is limited, a Samsung 840 Evo or something like that if you want the fastest.
Also make sure you have 4-8GB RAM.