My pithy observation - Early stage investors are fantastic at extrapolating from minimal data points. Late stage investors are fantastic at extrapolating from many noisy data points. They screw up because the methods for each of their extrapolation functions are entirely different, so much so that they manifest as cultural differences in investment firms.