Three Check Bets NFL Futures Report
The 2026 schedule changes a team's path, but the sportsbook line and price decide whether that path creates a bet. We connect the saved May 25 season simulation with a separate July 20 schedule-strength snapshot so customers can see team quality, regression pressure and price value without confusing them.
Read The Snapshots Correctly
The model probability belongs to the exact line and price saved on May 25. The SOS ranking uses a later July 20 market board. Later numbers help us evaluate schedule difficulty, but they do not inherit the May probability automatically.
The team board blends 2026 weekly market-implied power, 2025 third-order margin and SRS, then applies conservative rest and offseason adjustments. Fifty thousand full-season simulations create mean wins and Over/Under probabilities.
The research backtest is a separate regularized preseason model. It was trained on 2020-2023 and tested on 2024-2025 using market totals, prior wins, Pythagorean wins, EPA, success rate, quarterback, coaching and schedule features.
Every team's 17 opponents are valued with the July 20 win-total board, then split into six division and eleven outside games. Roster rank and location-adjusted SOS remain independent cross-checks.
The key rule: expected record movement and betting value use different baselines. Regression compares the model with last year's actual wins. Betting value compares the same model with a specific sportsbook line and price.
Under The Hood
The public article keeps the explanation readable, but the saved pipeline is explicit about how the 2026 board and historical validation are produced.
Base power is 50% fitted 2026 weekly market power, 35% 2025 third-order margin and 15% 2025 SRS. The blend is shrunk 15% toward league average before conservative coaching, coordinator, quarterback and injury adjustments.
Each matchup adds fitted home-field advantage and 0.10 points per day of rest edge. Expected margin is converted to win probability on a 6.5-point logistic scale, then the complete 17-game schedule is simulated 50,000 times.
The historical V1 model is ridge regression, not XGBoost. It uses three-year weighted EPA and success-rate inputs plus preseason market, quarterback, coaching and prior-season features. Broad continuity, draft and roster-volume additions were tested and excluded when they hurt out-of-sample results.
Important distinction: the 19-9 portfolio result validates the futures selection framework on 2024-2025. It is not a claim that every May 25 team probability came directly from the historical ridge equation. The 2026 probabilities come from the saved schedule simulation described above.
Model Board First
These are the exact May 25 saved-line research positions. The final two columns add July context; they do not turn the saved positions into newly repriced official bets.
| Rk | Team | May position | May price | Model W | Model prob | Raw edge | July SOS | July total |
|---|---|---|---|---|---|---|---|---|
| 1 | JAXJacksonville Jaguars | Over 8.5 | +110 | 10.80 | 88.6% | +41.0 pp | #8 | 8.5 |
| 2 | CINCincinnati Bengals | Under 9.5 | +115 | 7.58 | 83.6% | +37.1 pp | #30 | 10.5 |
| 3 | NYJNew York Jets | Under 5.5 | +100 | 3.84 | 84.3% | +34.3 pp | #29 | 5.5 |
| 4 | DALDallas Cowboys | Under 9.5 | -140 | 6.99 | 90.3% | +32.0 pp | #7 | 9.5 |
| 5 | LALos Angeles Rams | Over 10.5 | -140 | 12.66 | 88.9% | +30.6 pp | #16 | 11.5 |
Price discipline: Jacksonville's saved Over price moved from +110 to -125 in the July comparison, while Cincinnati's comparison line moved from 9.5 to 10.5 but the Under price moved from +115 to -140. Both require a fresh Three Check review before publication.
The Two Apparent Contradictions
A team can move backward from last year's record and still beat a low line. A team can improve from last year's record and still miss a high line. The arithmetic below is the cleanest way to read both positions.
Record regression vs. betting value
The model falls from Jacksonville's 13 actual wins to 10.80, a 2.20-win regression. But 10.80 is still 2.30 wins above the saved 8.5 line. The May 25 position was Over 8.5 at +110 with an 88.6% model probability. The July 20 comparison kept 8.5 but charged -125 on the Over, so the schedule warning and worse price reduce value without changing the saved model direction.
Record rebound vs. betting value
The model rises from Cincinnati's six actual wins to 7.58, a 1.58-win rebound. But 7.58 remains 1.92 wins below the saved 9.5 line. The May 25 position was Under 9.5 at +115 with an 83.6% model probability. The July 20 comparison moved to 10.5 at -140 on the Under. That is a better number but a much worse price, so it requires a fresh probability and Three Check review rather than borrowing the May probability.
Division Tax
The average July 20 market total of all four teams shows the division's broad strength. Each club's exact division-opponent average differs because it does not play itself.
The league's strongest division by average July total. Even Detroit's easy overall schedule includes six games against Green Bay, Chicago and Minnesota.
Baltimore and Cincinnati raise the ceiling. Cleveland's overall slate is favorable, but its division opponents still average 10.17 projected wins.
Arizona pays the biggest individual tax: six games against the Rams, Seahawks and 49ers, whose July totals average 10.50.
Regression Watch
These teams had a friendlier forward schedule last season than they do now, or face an unusually difficult outside draw. Regression means the 2025 record is less likely to repeat. It does not automatically create an Under, especially when the sportsbook already lowered the line.
Record Regression, Saved Over
Jacksonville jumped from 8 wins in 2024 to 13 in 2025 while carrying the 27th-hardest forward schedule. The July board moves the Jaguars into our top eight toughest, and the non-division opponents average 9.14 wins. The model already accounts for a drop to 10.80 wins, which still supports the saved Over 8.5. The harder path is a confidence and price warning, not an automatic switch to the Under.
Regression Risk
Atlanta's divisional burden is ordinary, but its 11 non-division games average 9.23 projected wins. That moves the Falcons from 29th-hardest last year to fourth in our July 20 raw market ranking. The July 6.5 total looks low beside eight 2025 wins, yet the roster and schedule leave very little margin. Reprice before treating that low number as value.
Ceiling Pressure
Buffalo remains a top-six roster, but no team has a harder non-division opponent average in this snapshot. The first four opponents average 10.0 wins, and the Bills draw six games against teams lined at 10.5 or higher. Their July 10.5 total is reachable; the schedule simply makes an Over position fragile unless the price creates enough compensation.
Rebound Watch
These schedules support positive regression from 2025. The betting question is separate: has the sportsbook already raised the total or changed the price enough to remove the value?
Positive Regression
Detroit moves from the third-hardest forward schedule in 2025 to the easiest raw market schedule in this July snapshot. The NFC North is still difficult, but the Lions' 11 outside games average only 7.14 projected wins. A top-five roster, 11.03 saved model wins and a 10.5 market total all point the same way.
Record Rebound, Saved Under
The Bengals won six games in 2025 and drew one of the league's softest outside schedules for 2026. That supports a rebound, but our saved model rose only to 7.58 wins. Positive regression from six is fully compatible with the May 25 Under 9.5 position; the team can improve and still miss the market's bar.
Schedule-Aided Rebound
Baltimore's schedule shifts from 10th-hardest in the 2025 forward view to 26th in our July market ranking. Lamar Jackson's health and a strong roster support a bounce-back from eight wins, but the saved model mean was 9.79 and the July line was 11.5. This is a good team in a friendlier lane, not a free Over.
Timing Matters
Win totals settle after 17 games, but the path can affect injuries, quarterback transitions and market sentiment. These averages use the same saved July 20 opponent totals as the full board.
Average opponent total over the first four games. The second half falls to 7.72, so patience matters if the Bills start slower than expected.
The late-half opponent average is 1.68 wins harder than the first half. Early success should not be projected forward without adjustment.
Average opponent total after Week 9, the hardest second-half mark in our raw market snapshot.
All 32 Teams
Rank 1 is hardest. "Move" compares the 2025 forward SOS rank with this July 20 raw market rank: positive means the schedule became harder; negative means it became easier. May line, saved side and Model W belong to the May 25 model board. July total belongs to the later SOS snapshot.
| 1 | ARIArizona Cardinals | 3 | 4.5 | Over | 5.10 | +0.60 | 3.5 | +1.60 | 9.21 | 10.50 | 8.50 | 20 | +19 | 2 | 31 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | MIAMiami Dolphins | 7 | 4.5 | Over | 4.82 | +0.32 | 4.5 | +0.32 | 9.03 | 8.83 | 9.14 | 24 | +22 | 1 | 32 |
| 3 | CARCarolina Panthers | 8 | 7.5 | Under | 6.51 | -0.99 | 7.5 | -0.99 | 8.79 | 7.50 | 9.50 | 24 | +21 | 7 | 30 |
| 4 | ATLAtlanta Falcons | 8 | 6.5 | Over | 7.60 | +1.10 | 6.5 | +1.10 | 8.74 | 7.83 | 9.23 | 29 | +25 | 9 | 26 |
| 5 | GBGreen Bay Packers | 9 | 10.5 | Under | 9.88 | -0.62 | 9.5 | +0.38 | 8.74 | 9.50 | 8.32 | 8 | +3 | 28 | 13 |
| 6 | CHIChicago Bears | 11 | 9.5 | Under | 9.32 | -0.18 | 9.5 | -0.18 | 8.68 | 9.50 | 8.23 | 5 | -1 | 4 | 15 |
| 7 | DALDallas Cowboys | 7 | 9.5 | Under | 6.99 | -2.51 | 9.5 | -2.51 | 8.68 | 8.50 | 8.77 | 13 | +6 | 5 | 9 |
| 8 | JAXJacksonville Jaguars | 13 | 8.5 | Over | 10.80 | +2.30 | 8.5 | +2.30 | 8.68 | 7.83 | 9.14 | 27 | +19 | 3 | 20 |
| 9 | PITPittsburgh Steelers | 10 | 8.5 | Over | 8.46 | -0.04 | 8.5 | -0.04 | 8.68 | 9.17 | 8.41 | 7 | -2 | 22 | 18 |
| 10 | TBTampa Bay Buccaneers | 8 | 8.5 | Under | 8.54 | +0.04 | 8.5 | +0.04 | 8.68 | 7.17 | 9.50 | 23 | +13 | 20 | 17 |
| 11 | WASWashington Commanders | 5 | 7.5 | Under | 6.06 | -1.44 | 7.5 | -1.44 | 8.68 | 9.17 | 8.41 | 11 | +0 | 10 | 24 |
| 12 | BUFBuffalo Bills | 12 | 10.5 | Over | 10.73 | +0.23 | 10.5 | +0.23 | 8.62 | 6.83 | 9.59 | 27 | +15 | 8 | 6 |
| 13 | LACLos Angeles Chargers | 11 | 9.5 | Under | 9.31 | -0.19 | 9.5 | -0.19 | 8.62 | 8.50 | 8.68 | 18 | +5 | 6 | 14 |
| 14 | SEASeattle Seahawks | 14 | 10.5 | Over | 11.83 | +1.33 | 10.5 | +1.33 | 8.62 | 8.17 | 8.86 | 21 | +7 | 12 | 7 |
| 15 | HOUHouston Texans | 12 | 9.5 | Over | 11.26 | +1.76 | 9.5 | +1.76 | 8.56 | 7.50 | 9.14 | 14 | -1 | 11 | 16 |
| 16 | LALos Angeles Rams | 12 | 10.5 | Over | 12.66 | +2.16 | 11.5 | +1.16 | 8.56 | 7.83 | 8.95 | 11 | -5 | 15 | 1 |
| 17 | NYGNew York Giants | 4 | 7.5 | Under | 7.38 | -0.12 | 7.5 | -0.12 | 8.56 | 9.17 | 8.23 | 1 | -16 | 17 | 22 |
| 18 | LVLas Vegas Raiders | 3 | 5.5 | Under | 4.45 | -1.05 | 5.5 | -1.05 | 8.50 | 9.83 | 7.77 | 16 | -2 | 16 | 28 |
| 19 | MINMinnesota Vikings | 9 | 8.5 | Over | 8.56 | +0.06 | 8.5 | +0.06 | 8.50 | 9.83 | 7.77 | 4 | -15 | 23 | 21 |
| 20 | INDIndianapolis Colts | 8 | 7.5 | Over | 9.62 | +2.12 | 7.5 | +2.12 | 8.44 | 8.17 | 8.59 | 22 | +2 | 19 | 23 |
| 21 | TENTennessee Titans | 3 | 6.5 | Under | 5.33 | -1.17 | 6.5 | -1.17 | 8.44 | 8.50 | 8.41 | 24 | +3 | 14 | 29 |
| 22 | CLECleveland Browns | 5 | 6.5 | Under | 6.08 | -0.42 | 5.5 | +0.58 | 8.32 | 10.17 | 7.32 | 2 | -20 | 29 | 27 |
| 23 | DENDenver Broncos | 14 | 9.5 | Over | 10.15 | +0.65 | 9.5 | +0.65 | 8.32 | 8.50 | 8.23 | 19 | -4 | 24 | 10 |
| 24 | NENew England Patriots | 14 | 10.5 | Over | 10.53 | +0.03 | 10.5 | +0.03 | 8.32 | 6.83 | 9.14 | 31 | +7 | 21 | 4 |
| 25 | PHIPhiladelphia Eagles | 11 | 10.5 | Over | 10.47 | -0.03 | 10.5 | -0.03 | 8.32 | 8.17 | 8.41 | 6 | -19 | 25 | 3 |
| 26 | BALBaltimore Ravens | 8 | 11.5 | Under | 9.79 | -1.71 | 11.5 | -1.71 | 8.26 | 8.17 | 8.32 | 10 | -16 | 18 | 2 |
| 27 | SFSan Francisco 49ers | 12 | 10.5 | Under | 9.74 | -0.76 | 9.5 | +0.24 | 8.26 | 8.50 | 8.14 | 32 | +5 | 26 | 8 |
| 28 | KCKansas City Chiefs | 6 | 10.5 | Under | 9.86 | -0.64 | 10.5 | -0.64 | 8.21 | 8.17 | 8.23 | 9 | -19 | 13 | 11 |
| 29 | NYJNew York Jets | 3 | 5.5 | Under | 3.84 | -1.66 | 5.5 | -1.66 | 8.21 | 8.50 | 8.05 | 17 | -12 | 27 | 19 |
| 30 | CINCincinnati Bengals | 6 | 9.5 | Under | 7.58 | -1.92 | 10.5 | -2.92 | 7.97 | 8.50 | 7.68 | 15 | -15 | 31 | 12 |
| 31 | NONew Orleans Saints | 6 | 7.5 | Over | 7.73 | +0.23 | 7.5 | +0.23 | 7.97 | 7.50 | 8.23 | 30 | -1 | 32 | 25 |
| 32 | DETDetroit Lions | 9 | 10.5 | Over | 11.03 | +0.53 | 10.5 | +0.53 | 7.85 | 9.17 | 7.14 | 3 | -29 | 30 | 5 |
Three Check Read
SOS is context, not a pick generator. The model estimates a win distribution, the market check compares that distribution with the exact bet-time total and price, and the governor decides whether the roster, schedule and injury story are strong enough to publish.
The broad V1 lane requires at least 0.75 wins of model separation and at least three percentage points of no-vig probability edge. A schedule story without price value is not a bet.
Reprice across books, remove the hold, record the timestamp and monitor whether line movement confirms or erases the edge. A May probability cannot be copied onto a different July line or price.
The portfolio starts with V1 broad plays, adds only unique V4 schedule/injury positions on totals of 7.5 or lower, and never counts two lanes on the same team-season. Quarterback, roster and schedule context can confirm or veto.
Sources and Limits
Opponent identity and game order are fixed. Win totals, prices, roster ranks, model means and SOS ranks are dated estimates. The May model board and July SOS board are intentionally preserved rather than presented as live odds.
Betting note: the saved Top 5 are research positions, not automatically refreshed official plays. Prices change, preseason injuries matter, and schedule strength is uncertain. Reprice and rerun all three checks before publication.