Moneyball NFL is an AI + Situational Simulation Ensemble engineered to project daily Anytime Touchdown (ATD) probabilities and high-conviction betting edges. It continuously evaluates red-zone share inside the 20, 10, and 5-yard lines, opposing defensive touchdown vulnerability by position (DVP), explosive play rates, offensive pace, Vegas implied team totals, and rolling player form into a unified predictive board.
Backtested on multi-season NFL play-by-play data, the highest-conviction touchdown scoring environment occurs when all three situational pillars align:
The master slate ranking. Synthesizes simulated touchdown probability, market edge vs sportsbook odds, red-zone touch volume, defensive matchup rating, explosive ability, and recent player form.
True calculated probability of scoring at least one touchdown in today's game. Derived from drive-level Monte Carlo simulations, red-zone conversion efficiency, and projected team trips to the red zone.
The mathematical value gap between Moneyball's simulated true probability and the sportsbook's implied break-even odds. Positive divergence highlights profitable betting value.
Standalone 10,000-iteration game simulation allocating individual possessions, red zone trips, goal-line attempts, and explosive breakaway touchdowns to produce exact empirical touchdown distributions.
Tracks player opportunity concentration inside the opponent's 20-yard line, 10-yard line, and high-value 5-yard line touches where touchdown conversion rates spike dramatically.
Opposing Defense vs. Position grade (A+ to F). Evaluates how many touchdowns and receiving/rushing yards the opposing defense surrenders to WRs, RBs, or TEs compared to league average.
5-game visual history with glowing green/red dots (🟢/🔴) for touchdowns and dark dots (⚫) for scoreless games to identify momentum, rhythm, and bounce-back opportunities.
Integrates Vegas projected team points, spread favorites/underdogs, and pass/run play-calling expectations when leading vs trailing.
Every player on the slate is categorized into confidence tiers based on composite FullStack scores and simulated scoring probabilities:
FullStack, SimTD%, Signal %, Market Edge) to reorganize the entire slate in real time.+185 or -110) directly into the odds box on any player card and press Enter to instantly recalculate Divergence and Expected Value without reloading.The Trending Props Engine scans verified NFL game logs across every starting player on today's slate to uncover high-probability betting trends, active streaks, and historical consistency metrics.
Covers Passing Yards, Passing Touchdowns, Completions, Rushing Yards, Rush Attempts, Receiving Yards, Receptions, and Anytime Touchdowns across multiple betting thresholds.
Analyze consistency across L5 (recent momentum), L10 (medium-term form), Season Baseline, plus dedicated Home/Away and Head-to-Head opponent splits.
Every trending card displays the player's core FullStack score. Sort by model conviction to instantly surface the highest-rated trend plays on the slate.
Matchup badges highlight opposing defenses with poor defensive rankings against specific yardage and reception props.
@OPP), and prop line reference marks.⭐ 90%+, ⚡ 80%+, 🔥 70%+, or Streak ≥ 3G).The NFL Game Simulation Engine executes 10,000 Monte Carlo drive-level iterations per matchup on the slate, projecting final scores, Moneyline win probabilities, Against The Spread (ATS) cover rates, and Over/Under game totals.
Simulates drive-by-drive offensive possessions, third-down success rates, red-zone touchdowns vs field goals, turnover regression, and fourth-quarter clock management.
Evaluates passing and rushing Expected Points Added (EPA/play), success rate metrics, offensive line pass-protection vs defensive pressure rates, and explosive play frequency.
Calibrates scoring and passing efficiency adjustments for high winds (≥15 mph), extreme cold, precipitation, and dome vs outdoor stadium environments.
Categorizes bets by mathematical edge vs market lines: ⭐⭐⭐ 3-Star Best Bet (High Edge), ⭐⭐ 2-Star Value (Solid Edge), ⭐ 1-Star Lean.
👑 BEST SPREAD, 🔥 BEST TOTAL, 💎 BEST ML, 🐶 VALUE DOG).🏛️ Kalshi Win: KC 56% | ⚡+5.2% Edge) to identify genuine prediction market mispricings and exchange edge.The Public Betting Splits Engine concurrently ingests verified live consensus betting splits directly from Yahoo Sports & Action Network across every matchup on the active slate. It tracks how both retail bettors and high-stakes syndicates are allocating capital across Spreads, Over/Under Totals, and Moneylines.
The percentage of individual betting tickets placed by the general public. Heavily reflects recreational sentiment, brand recognition, and casual fan betting volume.
The percentage of actual dollar volume wagered across sportsbooks. Heavy handle placed on low ticket counts signals institutional syndicate and high-roller backing.
🎯 SHARP (+X%))
Automatically triggers when % of Money - % of Bets ≥ +10.0%. Identifies smart money moving the market with outsized financial leverage.
Flags games where casual public tickets are lopsided (≥65%–70%) on popular favorites or overs, artificially inflating prices and opening high mathematical edge on the opposite side.
How to combine mathematical model projections with real-time public betting splits and live injury wire reports to maximize long-term Expected Value (+EV):
Casual bettors naturally overbet favorites, overs, and hyped teams. When the public heavily bets one side but the model favors the opposite, the model is capitalizing on artificially inflated sportsbook lines to secure positive expected value (+EV).
Sharps win at ~55%–57% long-term. When high-dollar handle diverges against a baseline model pick, it usually signals information asymmetry (e.g. key offensive tackle or cornerback injury, weather nuance, or early line steam).
• Player Props & TD Model (/ & /trending): Ingests the Sleeper NFL official injury wire in real time. Players marked Out or on IR are automatically benched, and red-zone touch volume is dynamically redistributed to the active depth chart starters.
• NFL Game ML Model (/game_ml): Runs 10,000 Monte Carlo drive simulations based on team-level Net EPA, pace, weather, and home-field factors. It assumes full-strength baseline team efficiency unless the market line shifts.
• 🎯 The Pro-Tip (Sharp Money as your Injury Radar): Syndicates move millions within minutes of Friday practice reports or Sunday inactives. When you see strong Sharp Handle divergence on a game where the model likes the underdog, do a quick 30-second check on the team's latest injury report before placing your wager!
| Scenario | Model Pick | Sharp Handle | Public Tickets | Recommended Action |
|---|---|---|---|---|
| 👑 3-Way Synergy | Edge on Team A | Heavy Handle on Team A | Heavy Tickets on Team B | MAX BET / TOP CONVICTION |
| 👥 Classic Public Fade | Edge on Underdog | Neutral / Moderate | 70%+ on Favorite | HIGH VALUE (+EV FADE) |
| ⚔️ Model vs Sharp Clash | Edge on Underdog | Heavy Handle on Favorite | 50% / 50% | CHECK INJURY WIRE / 0.5U |
The College Football Simulation Engine is tailored specifically to college football dynamics, simulating 137 FBS teams across all weekly matchups:
Ingests verified SP+ predictive ratings, adjusted tempo, offensive explosive play potential, and per-possession scoring efficiency across FBS teams.
Accounts for roster talent differentials, depth chart advantages, home-field atmosphere factors, and conference travel dynamics.
Projects game spreads, moneyline winners, and high-variance college totals through 10,000 Poisson-distributed scoring drive iterations.
Filter CFB matchups by conference, top-ranked Top 25 clashes, or high-conviction starred betting edges.
The model synthesizes rich situational football context directly with player opportunity metrics:
Analyzes player usage specifically in heavy 12/21 personnel packages near the goal line vs 11 personnel spread passing looks in open field.
Evaluates receiver success against Man vs Zone coverage schemes paired with opposing cornerback/safety matchup grades.
Evaluates high-leverage target share in crucial third-down conversions, two-minute drills, and hurry-up offensive sequences.
When key offensive starters are ruled out, target and carry opportunities are dynamically redistributed across remaining skill players.
The Monte Carlo Drive Simulation Engine simulates 10,000 individual games per matchup to establish an empirical distribution of scoring events alongside analytical player usage rates.
Each trial simulates drive starts, yardage progression, first down conversions, and red zone penetrations based on team offensive pace and opponent defensive resistance.
Touchdown scoring plays are distributed based on red zone target share, goal-line rushing share, and individual explosive play probabilities.
Fuses continuous analytical projections with discrete Monte Carlo outcomes to eliminate variance and establish true scoring probabilities.
Compares the final simulated probability against live sportsbook odds to compute true expected value (+EV) and actionable market edges.
Moneyball NFL is built as a high-performance progressive web application (PWA) with zero installation required, adapting across all modern devices and screen sizes:
Optimized for iOS (iPhone Safari) and Android (Chrome) with touch-friendly game tabs, compact card views, and real-time odds recalculation.
Engineered for macOS, Windows, and Linux across all modern browsers with expansive multi-column grids and dense live betting boards.
Seamlessly adapts to iPads and Android tablets in portrait and landscape orientations with responsive split views.
Native integration inside the Whop apps, dashboard webviews, and standalone browser sessions with instant live data sync.
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