Royalties to the government are in the 20-30% range on a revenue basis, plus standard CIT.
This is for new land for exploration- e.g. no proven reserves at the time of the sale. If there are known reserves, then the price would be much higher but the government is not typically in the business of proving reserves themselves.
I think what parent is possibly talking about is when the BLM puts up tracts for mineral lease auction that nobody wants (no economically recoverable reserves). https://www.eenews.net/stories/1060099219
Offshore federal royalties are typically ~12.5-18.5% [1]
The rest of the US is a different story.
Colorado gets something like $100 million per year from mineral severance.
I'd be shocked if other oil producing states didn't collect severance taxes. What state are you referring to that doesn't collect anything?