PROPIQ
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Every pick logged before tip-off. Every result graded and verified. No hidden losses, no cherry-picked stats — see the full history.
01
Model Analyzes
138 curated features per player processed through a stacking ensemble trained on 6 seasons of NBA data.
02
Edge Detected
When our prediction diverges from the sportsbook line, we flag the edge and estimate win probability.
03
AI Monitors
AI agents watch for late injuries, news, and line moves — automatically voiding or flagging affected picks before tip-off.
04
You Get Picks
Sized with Kelly Criterion and delivered pre-tipoff. Full transparency — every pick is tracked and graded.
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Stacking Ensemble
XGBoost, LightGBM, and Ridge regression combine for predictions that outperform any single model.
138 Curated Features
Importance-ranked signals: rolling stats, opponent context, pace, shot tracking, usage rates, and advanced metrics.
Win Probability
Quantile regression models estimate full outcome distributions for analytically-derived win probabilities.
Kelly Bet Sizing
Volatility-adjusted fractional Kelly Criterion with same-game correlation caps sizes every wager.
Player Name
Pred
29.4
Edge
+4.9
Win%
72%
Kelly
3.2%
All-Star members see predictions, edge, win probability, and Kelly sizing for every pick.
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5 Markets
Points, assists, rebounds, 3-pointers, and PRA combos — diversified coverage across every game.
AI Risk Management
AI agents monitor injuries, news, and line moves between pick drop and tip-off — auto-voiding affected picks.