How much does society value redistribution? The common method to derive inverse-optimum welfare weights is by inverting an optimal-tax model. Our alternative imposes fewer restrictions on labor supply and enables comparisons across household types. We use a structural labor supply model to calculate the marginal value of public funds for various small tax reductions, directly linked to welfare weights. An application to Germany finds: i) The tax-transfer system is optimal if society values one additional Euro for the bottom decile three times as much as for the median. ii) At low-medium incomes, weights for couples exceed those for singles substantially.