They know the failure chances for certain kinds of magic that have somewhat reliable failure chances and happen frequently enough you can record how often the failure happens, like Augury or  teleporting off a picture. 

They know the failure chances for certain kinds of magic that have somewhat reliable failure chances and happen frequently enough you can record how often the failure happens, like Augury or teleporting off a picture.