Current methods for drought risk management use water supply reliability as a key decision criterion. Drought robustness analysis, as developed in this paper, additionally provides insight into the full range of drought events and their impact on a system’s functioning. The approach is illustrated through a case study with a water supply reservoir and its users. Results demonstrate that reducing water demand may be a more robust solution than increasing water supply.