oat-burner noun2 •A horse.He's not just your basic oat-burner who runs because he's taught to. — 2008 •A film, radio or television show, or theatrical production set in the Old West; horse opera.Here are the two lead sentences in the liner notes for a recently released western, an oat-burner just out on video called Covenant Rider. — 1996 formsoat burners · oat-burners