They are pretty accurate, though of course when you are dealing with the person at the very top it's going to be hard to say how accurate it is. I think broadly though most experts agree that Hans beating Magnus was an unlikely but possible ting to happen. For comparison a 1400 rated player, which is someone who plays and studies a decent amount of chess but isn't devoted, would have a 0.0000014% chance of beating Magnus.