Statistically the rich don't do any better than anyone who can afford a lawyer. The people who get screwed are the ones relying on court-appointed counsel. They do significantly worse.
So many cases are pled out these days (98% at the federal level), I doubt more than a tiny percentage of defendants are spending anything like $100k.