The thing about a DDoS attack, is that it's a significantly higher traffic volume that the target normally sees.
So, a "sufficiently large" site might well not even notice if you tried to DDoS them.
I would assume Google and Facebook (and Twitter) to be examples of such "sufficiently large" sites.