Most current suggestions for operationalizing sustainability can be characterized as indicator- based management rules for achieving this goal. Although these rules may be of some practical usefulness, they narrow the general idea of sustainability considerably. We want to contrast this indicator-based type of sustainability with two successively more comprehensive approaches to sustainability: circular and evolutionary sustainability. Each type describes aspects of sustainability which become observable on different time scales. Our aim is to draw attention to an inevitable trade-off: The more concrete and operational the approach to sustainability, the narrower is its scope and the shorter is the time scale on which it is relevant. From our analysis we draw conclusions on how to achieve sustainability in the political process.