This a terrible quantitative analysis because there is <i>zero</i> analysis of <i>objective</i> data, and all the analysis done that is actually presented uses magical <i>nondisclosed</i> algorithms. (how did the OP decide the weights for each metric of importance?<p>All of the classification of the YC startups is inherently affected by bias, and there's no statistical logic behind any of the conclusions.