Dark horse
A dark horse is a previously lesser-known person, team or other entity that emerges to prominence in a situation, especially in a competition involving multiple rivals, that is unlikely to succeed but has a fighting chance, unlike the underdog who is expected to lose. The term comes from horse racing and horse betting jargon for any new but promising horse.