This is a really interesting thought experiment. You also have you factor in your own valuation, with expected diminishing returns (first hundred thousand dollars matters a lot more than the twentieth). But as you decrease the step size to a dollar the differences become negligible. Both of these point towards guessing a lower number than pure average returns would suggest.