Game design and tools by Pratham Prateek Mohanty. We build the Blossom Bifurcation Mechanism: an open, free alternative to gacha mechanics where players pay for regret-free convenience, never for luck.
The model is a working prototype trained on 30,000 simulated players, because no real player logs exist yet. Held-out accuracy on simulated players is 89.2% (ROC-AUC 0.946). It is near chance on sneaky player types it never saw in training. Retrain on real beta data before relying on it. See the model card for all numbers.