What about ease of setup? I'd take the NoSql setup any day. If in need of a super light, super quick db that is for a "non-enterprise" application, it's tough to beat NoSql...
Which NoSQL are you referring too? Most are not that easy to implement (saying that while managing a few PBs of data in production with a few such tools)