Doesn't work Moe.

The ones that keep winning will then be priced as favourites. Favourites are short, tend to attract action from the mug punter, and therefore aren't usually a good bet.

For horses and dogs I'd think that the middle-upper middle is probally where the value usually is. Eg in a 12 horse race, the horses ranked 3-7.