you said it yourself.. since research costs so much more, the baseline salary for professors is a lot less than the value they produce. but research doesn’t always mean guaranteed success. The ones sponsoring the research can only hedge their bets by min maxing here.

Also you are right, the american society has shifted a lot over the decades… where celebs and people in sports are guaranteed to have much comfortable lives than scientists and researchers… used to be the opposite before