The Federal Reserve has pretty detailed studies on this that take a nuanced view of spending behavior. Households with no excess income after necessary expenses are in the 10-15% range. The methodology is designed to exclude the diverse scenarios under which having no apparent excess income is an artifact of lifestyle rather than an economic reality.