📊 Public leaderboard updates We will continue updating the leaderboard daily until Friday, after which updates will move to a weekly schedule for the remainder of the tournament.

⚠️ Important reminder about the leaderboard The public leaderboard scores you are seeing right now are based on a limited subset of tournament results and are not a reliable indicator of your final ranking.

As more matches are played, team goal totals and tournament progression outcomes will continue to evolve, which means leaderboard positions will change significantly over time.

🗓️ Submission deadline Please remember that submissions close on Friday. Before then, make sure you have selected and submitted the model that you believe will perform best over the course of the entire tournament - not just based on the current public leaderboard standings.

💡 Pro tip: Keep track of your submissions and model versions. Prize winners will be required to submit the code used to generate their winning submission during the code review process. Maintaining clear records of your experiments, features, parameters, and submission files will make it much easier to reproduce the exact model associated with a particular submission if you finish in a prize-winning position.

Good luck, and may the best forecasters win!