> Do rich men also historically get similar treatment? Or is gender also playing a role?

I'm sorry, but is this a serious question? Yes, of course rich men get similar treatment. Elizabeth is not being treated with kid gloves because she's a woman, it's because she's an upper-class white-collar criminal who (at least at one point in time) had connections. This is the definition of privilege.

To offer a case in point: Andy Fastow, one of the principal architects of the Enron fraud, who wiped out the retirement savings of tens of thousands of Enron employees and did only 5 years in a minimum-security prison camp as a result.