Psychologists are for that reason often cheaper. In fact, a counseling psychologist in a training clinic can be downright affordable, and most of the benefits of therapy seem to be independent of the therapist anyway.

Also, it would be worth checking for data on the effectiveness of a psychiatric drug before spending on it; many may be ineffective or not worth the side effects.