Another huge cost is comparator products. Some trials budgets I have seen spent 100-200+ million purchasing the drugs they are trying to outperform. This is for trials with <1000 patients.
I worked at a LVAD company (think artificial heart) that was doing a trial, they had to buy dozens (hundreds?) of their competitors LVADs, at $120k a piece