This paper focuses on forecasting four key New Zealand macroeconomic variables using a dynamic factor model and a large number of predictors. We compare the (simulated) real-time forecasting performance of the factor model with a variety of other time series models and gauge the sensitivity of our results to alternative variable selection algorithms. We find that the factor model performs particularly well at longer horizons.