The biggest thing for me has been localization. If you happen to use a localized version of Google, it will heavily favor results in that language, and give you mostly crap when searching for stuff in a different language using the localized search machine (so pretty much all the time for programmers).

Thankfully you can still tell it to use Google.com and in english.