The Short Version
The evidence points in the opposite direction. Research that directly examines wages paid by startups and young/small firms generally finds lower average pay than at established employers in the same labor market. The claim appears to substitute entrepreneurs’ own income for employee wages, but those are different measures and do not support the stated conclusion.