Using shots on target and expected goals has a very low success rate in predicting draws. This is largely due to the low scoring nature of football, and one lucky goal quickly turns a draw into a win or defeat. For anyone who claims they can predict draws, I will be very skeptical as I have not come across any good models or statistical analysis that provides long term profitability.