I’ve made a few small changes that help slightly speed the bot up. I stopped checking whether I have surpassed the time limit every move I search and instead every 2048 moves I search. This is better as it removes thousands of unnecessary library calls which each add a small amount of time to how long each move takes to search. Since computers are very fast 2048 doesn’t actually take long at all but it massively reduces the amount of times the pygame library is called. I also changed my move ordering to sort manually instead of with in a lambda function since this lambda functions are more inefficient. I am next going to ship the project!!!