Thing about this game is that I rarely find myself using my stock even on hard. I have over 50 healing pots, 50-100 scrolls and arrows, etc... and my normal spells and abilities always are sufficient enough to handle the fights. I occasional use a healing pot, but other than that, not much else.
Time for Nightmare difficulty.