Debian Stable. I really can count on it working and having prompt security fixes for up to three years.
Right now I am technically using a custom hybrid Debian Testing/Unstable/Experimental. I base packages off of testing but mostly target package versions in unstable. This is because I am testing Gnome 3 and I need up to date libraries for jhbuild.