A microeconometric model of labor supply for a sample of Southern, Central, and Northern European countries is used to compare the welfare function effects of various forms of basic income, negative incomes taxes, and conditional welfare programs. A general negative income tax is optimal in terms of welfare maximization, followed by unconditional basic income, and lastly, in-work-benefit policies as is the norm in the US today.