When just about every facet of a given “theory” fails to predict, it’s time to scrap the theory and come up with another one. And no, it is not necessary to keep the falsified theory in place until a new theory can be formulated.
Give up a successful scientific theory in place of religious belief which relies on revelation instead of evidence? Is that what you're preaching?