[jeffwass]

Not necessarily, as the distribution of startup returns is highly skewed and you don't know the correlation of his model prediction vs relative return.

Ie, if his model consistently predicts success of those companies deep in the right tail (ie, your Facebooks and Twitters), but is less correct about just 'mildly' successful startups, the algorithm will greatly outperform a coin flip.