The article compares different models to predict Macedonia's GDP in the short term. The static factor model performed the best, showing that using a large dataset can improve forecasts. A simple model linking domestic GDP to foreign demand came in second, while a small structural model explaining GDP components based on economic factors came in third. This suggests that a dynamic factor model could be a promising direction for future research.