Well i think its pretty clear when you are just running pits, you will run out for both upgrades and potions/incense.
I started off at 12k and now around 3.3k, so i know the drain is real and its not necessarily balanced well since its lopsided utilization.
I will be at zero probably in about 2 weeks.