Direction over noise.

SubsequentML combines XGBoost, LightGBM, and CatBoost into a single ensemble that predicts equity direction across 1-day, 5-day, 1-week, and 1-month horizons — surfaced through a live scanner and personal watchlist.

Ensemble predictions

Three gradient-boosted models vote on direction. Their agreement drives a confidence score you can act on.

Adaptive scanner

Scans thousands of symbols nightly and surfaces the highest-scoring opportunities, re-ranked as market conditions shift.

Watchlist tracking

Pin up to 25 symbols. Predictions refresh automatically and factor history is stored so you can review what the model was thinking.

Educational tool. Not investment advice.