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10 Best Anytime Touchdown Bets — NFL Week 1, 2026

Ranked by modeled probability, not vibes: Vegas implied total → forecast red-zone trips (correlation 0.39 — the strongest pregame volume signal we tested) × each player's goal-line share. O.Hampton tops the board at 75%.

How we ranked them (the criteria)

The comparison

#PlayerGameImpliedRZ tripsGL shareP(TD)
1O.Hampton (RB, LAC)LAC vs ARI28.55.640%75%
2D.Henry (RB, BAL)BAL @ IND26.55.144%72%
3C.McCaffrey (RB, SF)SF @ LA22.84.247%67%
4J.Jacobs (RB, GB)GB @ MIN23.04.246%67%
5Z.Charbonnet (RB, SEA)SEA vs NE24.04.542%66%
6J.Williams (RB, DAL)DAL @ NYG25.54.838%65%
7S.Barkley (RB, PHI)PHI vs WAS26.05.037%65%
8A.Jeanty (RB, LV)LV vs MIA22.24.045%64%
9J.Taylor (RB, IND)IND vs BAL23.04.242%64%
10C.Brown (RB, CIN)CIN vs TB27.05.234%64%

The picks — pros and cons, honestly

Pros of this method: every term survived backtesting; the probabilities are honest (1 − e^−λ, so no fake 90% locks).

Cons, stated plainly: the model runs structurally LOW on deep-strike receivers (long TDs skip the red zone) and sneak-happy QBs — trust it most on bell-cow RBs and possession TEs. Week-1 shares are 2025 roles projected forward. Lines move; compare the percentages to your book's implied price before betting. Not betting advice.

Methodology: computed from nflverse play-by-play; a quarter's yards are the yards gained on plays snapped in that quarter. Averages use each player's games played, not team games. Updated 2026-07-28.

Open the live model — any player, any line, all four quarters →