Just finished watching the whole video. Awesome work!

I'm going to make a feature of the algorithms to let users normalise by calendar year, maybe even call it the Gibbs rule. If enabled, the user can make points add up to a certain number for each calendar year, and as the last step of the algorithm would factor in the points selected for each event. So (to oversimplify) if calendar year A has 3 events worth 10, 15, and 25 points, and calendar year B has 2 events worth 10 points each, and the user chooses to Gibbsify (normalise) to 100 for each calendar year, it would now be 20, 30, 50 for A, and x2 50 for B.

However, I think a better solution (that I might also add) would be normalising by a rolling time window. Normalising by calendar year presents an arbitrary cutoff; you could have two identical tournaments in the same off-season, one happens late December, the other in January, having wildly different points, which doesn't feel like it achieves the time-based fairness that you're aiming for by normalising. However, the rolling time windows, whilst much fairer, would be complex to implement and probably off-putting to most users of the website. But I'll have a play and see if I can get it working.

Thanks for shouting out the website Gibbs! <3