Model agreement
Compare ensemble, random forest and logistic regression probabilities. Agreement can increase confidence, but correlated models do not create certainty.
Probabilistic equity research
MDB AI Stock Prediction
MDB: next-session direction, model probability, component agreement and API-supplied risk levels.
Horizon: Next trading session · Updated:
MDB prediction snapshot
Probabilities are model estimates, not guarantees. Values appear only when supplied by the HPSILab API.
- AI signal
- Bearish
- Up probability
- 40.73%
- Last close
- $368.73
- RF probability
- 61.84%
- LR probability
- 19.62%
- Daily volatility
- 4.1%
- Suggested stop loss
- $353.63
- Suggested take profit
- $391.38
Probability is not return
A 60% up probability means an estimated 60% chance of an up close for the stated horizon. It does not mean a 60% price gain.
Sentiment context
Current sentiment score: 0.27. Sentiment is one input and can reverse quickly around news or market events.