It looks so easy from the outside. An entrepreneur with a hot technology and venture-capital funding becomes a billionaire in his 20s.

But now there is evidence that venture-backed start-ups fail at far higher numbers than the rate the industry usually cites.

About three-quarters of venture-backed firms in the U.S. don't return investors' capital,...