Pass yards, rush yards, receptions, TDs, kicker points — scored by the same machine that runs our MLB SNIPER at 62.5% WR. Live from NFL Preseason Week 1.
O/U on quarterback passing yards. The highest-volume NFL prop market. Model weighs defensive pass rating, game pace, and Vegas line movement.
O/U on running back and QB rush yards. Box score rate, opponent rush defense, game script projection (who's leading late?).
Receiver targets, catch rate, and route participation vs. opponent coverage schemes. PPR format context included.
Red zone target share, goal-line role, game total O/U correlation. Scored separately with higher variance — displayed in dedicated section.
Field goal attempts proxy from drive efficiency model. Higher in close, low-scoring games. High-CLV market historically undervalued by books.
O/U on touchdown passes. Correlates with opponent secondary ranking, game total, and early-season scripting for dome teams.
The NFL scanner is the same model framework that powers MLB SNIPER. New data sources, same edge-scoring logic.
| Layer | Data Source | Function |
|---|---|---|
| Odds | The Odds API (paid tier) | Line + juice at signal time; closing line for CLV |
| Roster/Injury | BallDontLie API | Active roster, injury report, snap count history |
| Projection | Internal model | Logistic regression on historical prop distributions |
| Edge Score | Model vs. market | Edge = model_prob − market_implied_prob |
| Tier | Edge + confidence | SNIPER (≥12% edge) → STRONG (≥7%) → CORE (≥4%) |
| Resolution | Official box score | Auto-resolved after final whistle. No human entry. |
/nflToday's NFL player prop signals/sniperTop-edge plays across all sports/todayAll active signals including NFL/modelwall nflNFL model performance wall/simulate nflNFL bankroll backtest/took <id>Track a pick, get auto-notifiedNFL signals use the same immutable audit trail as MLB, NHL, and WC. Here is exactly how every NFL prop resolves.
Every NFL signal gets a UUID hash at creation time. The player, market, line, side, and edge at signal time are all locked. No retroactive editing — the bet you see is the bet that was recorded.
When an NFL game reaches FINAL status, the resolver pulls official player stats from ESPN's box score endpoint. Pass yards, rush yards, receptions, and TDs are resolved directly from official data. No human entry.
The model records the opening line at signal generation. The closing line is fetched from The Odds API at game time. CLV = your edge vs. the informed final price. Available via /clv nfl.
Run /took <id> on any NFL signal and the bot will DM you the WIN or LOSS card the moment the final whistle resolves. Losses are delivered the same way as wins — no filtering.
Join on Telegram now. When NFL signals go live on August 7, you'll get an instant notification — including the first SNIPER pick of the season.
Platform is live now — WC 2026, MLB, and NHL signals active today.
NFL joins the scanner on August 7.