The article simulates inflation forecasting for Germany, the UK, and the US using real-time GDP data. Phillips curves based on ex post output gaps generally improve inflation forecasts compared to AR(1) forecasts. However, real-time output gaps often do not help forecast inflation accurately. This questions the operational usefulness of certain output gap estimates for predicting inflation.