Using the standard definition of "independently wealthy" as "no longer needs to work to cover living expenses", I would say that $1MM is nowhere enough to do that in almost any place in the US, especially if you have kids. I'd say at least $3MM in cash and as much as $5-6MM in higher cost-of-living areas would be required to maintain an upper middle class standard of living.