Why Innovation Prizes Fail
This is ignoring that the main competition to prizes are large scale research efforts from governments, labs, universities, or some combination of these.  Relative to institutional research prizes have a good record, though the best way to see that is to look at more specific and better run awards rather than what Elon Musk and the Prince of Whales are doing with their spotlight time.