Direction probability
Chance of an up close
Bearish ≤45%NeutralBullish ≥55%
Probabilistic equity research
SOXX AI Stock Prediction
SOXX: next-session direction, model probability, component agreement and API-supplied risk levels.
Horizon: Next trading session · Updated:
SOXX prediction snapshot
Probabilities are model estimates, not guarantees. Values appear only when supplied by the HPSILab API.
- AI signal
- Bearish
- Up probability
- 42.82%
- Last close
- $542.21
- RF probability
- 39.46%
- LR probability
- 46.18%
- Daily volatility
- 3.98%
- Suggested stop loss
- $520.63
- Suggested take profit
- $574.59
42.8%
Model comparison
Up probability by model
Ensemble42.8%
Random Forest39.5%
Logistic Regression46.2%
Risk / reward range
API-suggested price levels
Stop loss$520.63
Last close$542.21
Take profit$574.59
Model agreement
Compare ensemble, random forest and logistic regression probabilities. Agreement can increase confidence, but correlated models do not create certainty.
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: 0.52. Sentiment is one input and can reverse quickly around news or market events.