Definitions for "False favorite"
Horse that is a race favorite but you consider the horse does not have as much chance of winning as other runners in the race. See underlay.
Horse that is a race favorite despite being outclassed by other competition in the field.
A horse which holds the title as the favorite even though there are other horses in the race that outclass it.