The problem with the peace prize is it seems like its given out to people who they hope will bring peace instead of people who actually have brought peace.
We don't award the chemistry one to people with a promising research program, we award it to people who actually have discovered things that we actually know changed the field. If we awarded the peace prize based on actual accomishments judged with the benefit of hindsight instead of expected accomplishments, it would work a lot better.