Speaking of StumbleUpon, I'm not sure whether this was just luck or something about its recommendation algorithm/social graph, but it was the only service where I didn't see the usual flood of traffic followed by rapid decay, the classic Slashdot/HN effect. The curve felt much smoother.
I remember some bloggers at the time describing the same thing [1].
I'd be curious if anyone knows more details.