Not trying to discredit those numbers, but I wonder about the split per US state. Are they very close? Are there states that pay a lot more than others?

I'm not American, but everything I read suggests that yes, of course; California pays much more than Missouri. I think the difference could be 2x - 3x. Then again cost of living is also 2x-3x more in SV.