Data intake begins at 7:05 AM ET, followed by the morning analysis pipeline.
The system continuously updates projections, market data, weather, pitching,
and AI scoring throughout the morning. At 11:05 AM ET, the board is officially
locked and the top Over/Under selections are finalized as official trades for
the day. After the lock, picks remain fixed and are graded against final game
results the following morning.
Current O/U AI Focus
Wind direction and stadium weather effects
Pitcher volatility versus market totals
Bullpen fatigue and late scoring environments
Run-environment mismatches between model and sportsbooks
Learning from previous Over / Under grading results
Tracked O/U Rankings
TRACKED OVER/UNDER PICKS — NOT OFFICIAL. Today’s highest-ranked directional
plays remain candidates until explicitly marked LOCKED; any locked cards
shown here retain their immutable decision terms.
O/U AI layer is active. Official O/U panels use mlb_top_bets for card metadata and exact game_id joins to ou_features and mlb_games for live scores and grading. Home and away orientation is taken from mlb_games and always displayed as away team followed by home team. Public performance includes every recorded official graded O/U pick. The previous-results board uses the most recent earlier O/U date, so league off-days and All-Star breaks do not produce an empty results panel. Average displayed official AI score: 66.7. AI calibration compares historical win rates across score bands using completed games only.
O/U Lock Rule
A ranked candidate is not a bet until it is marked LOCKED. The system checks
each game 60–90 minutes before first pitch and locks only after every evidence
and quality gate passes. Locked matchup, side, line, and rank never change;
only the final WIN, LOSS, PUSH, or VOID result updates.
AI O/U LONG SHOT
❄️ Top Pick Long Shot
High-variance totals signal outside the official Top 6. Tracked separately from official O/U record.
