 Profit handles missing data better, and it can take data with seasonality and trends, and it produces stellar results that even rival attuned Arima and its other flavors, like seasonal Arima. We can get even better results using Neural Profit. This increases the forecasting accuracy of the Profit model by using a neural network. Scrolling down here, I can see some main features that are added to this model, but a big disadvantage of Profit models, at least from what I've seen, is that we cannot add regressors for which we don't have future values.