Not much, Microsoft itself said so, the only noticeable difference is metro GUI and metro store apps.
Windows 7 is problem free, Windows 8 has problems with drivers, games, applications and so on.
But if you are a games, you do not have a choice, since only Windows 8.1 supports Directx 11.2.