How far beneath the Kelly criterion depends on the game. In gambling scenarios you can estimate the risk relatively easily. In investment scenarios, it's much harder, so there's an additional 'risk model uncertainty,' representing whether your risk model is off. In fact most investors famous for using the Kelly Criterion (Warren Buffett, Bill Gross - on Bonds) stick to the domains that they know.
