Earning $1.14 million for a whole life's work is peanuts when you compare it to bay area salaries where someone working for FANG can earn that much in half a year or less just by writing microservices.
So, no, Nobel prize winners are not necessarily rich when you compare them with lawyers, doctors, and software engineers of California.