Well if you are looking for most stable linux then go for Debian or Gentoo. But Gentoo installation is very time consuming as you have to compile the complete OS on your system...anyways Ubuntu is best for new users and I haven't observed a crash in Ubuntu...also Genome is more stable than KDE...but KDE has got eye candy...I prefer KDE