It is essential to note that predictions do not always outperform polls when choosing the victor of an election. Despite being successful occasionally, historical predictions don't always consistently outperforming polls. For instance, in the 2016 US Presidential election, while some predictions successfully anticipated the victor, some polls accurately estimated the outcome. While polls may occasionally be affected by sampling errors or changing voter preferences, predictions are also susceptible to biases and uncertainties. To make accurate election predictions, a thorough examination of both predictions and polls is required.