Predict a stock

A lean for the next few trading days, blended from three signals you can inspect: the ML transformer's price forecast, post-earnings drift with EPS growth, and news sentiment.

Track record

A "60% up" call is only worth something if the market rises about 60% of the time it's made. This replays the predictor out of sample, on data the model never trained on. Points on the diagonal are perfectly calibrated.

Live forward test Append-only

Every prediction made here is logged the moment it's made (ticker, probability, price) and graded once its horizon passes. Nothing is edited afterwards, so the hit rate is a genuine forward record that can't be fitted in hindsight.