We do not currently know of any antonyms for credophile.
The noun credophile is defined as:
One who gets positive pleasure from belief and pain from doubt; one who collects beliefs not for utility but for glitter and for whom, once he or she has embraced a belief, it takes something more than mere disproof to make to let go.