It would be interesting to measure if the odds of failure somehow correlate with chosen technology stack.
Twitter would have failed had their scalability problems persisted.
In fact, I remember "Six Degrees". It was more or less Facebook, but in the late 90's. IIRC, they ran Cold Fusion on Windows.