Some people bet on this race and this race alone and walk away with any winnings.
If the betting office gets the odds wrong, they stand to lose a lot of money which they won't get back.
In other races, the house always wins as committed gamblers always bet again with their winnings and it's odds on that they will eventually lose it all.