If failure means liquidating all assets, with investors losing [all] their money, an estimated 30% to 40% of high potential U.S. start-ups fail, he says. If failure is defined as failing to see the projected return on investment—say, a specific revenue growth rate or date to break even on cash flow—then more than 95% of start-ups fail--Summary of the Data. What is you're standard?