Buffalo Bills vs Los Angeles Rams Prediction & Betting Pick

——START OUTPUT——

NFLWeek 5 — Buffalo Bills @ Los Angeles Rams Estimated Handle: N/A (No Validated Dollar Handle) — October 12, 2026

Buffalo Bills vs Los Angeles Rams

Type: Regular Season — Monday Night Football Kick-off: 5:15 PM PDT / 8:15 PM EDT Venue: SoFi Stadium, Inglewood, California — Fixed Translucent Roof / Open Sides Broadcast: ESPN / ABC Weather: Approximately 62°F, WSW wind ~10 mph, 20% precipitation probability Records: Buffalo Bills 3–1 | Los Angeles Rams 2–2

MODEL VERDICT: NO QUALIFYING EDGE.

PROJECTED WINNER: LOS ANGELES RAMS

FINAL SCORE PREDICTION: LOS ANGELES RAMS 29, BUFFALO BILLS 26

Simulation: Rams 60.85% | Bills 39.15% Spread: Rams -3.5 — 49.87% CF Total: Over 54.5 — 50.10% CF

Model: NFL Edge Engine v3.5 (2026-09-28) → Run-Discipline v7 → Calibration v5 → October 5 Add-on → October 12 Week 5 Audit Add-on.

Simulation: 100,000 draws, seed 7. All previously ratified numerical constants retained. Player-prop wagers suspended.

Execution: One-agent fallback. Five independent agents were requested but were unavailable. Four research work packages were performed by the primary agent. Historical player-rate substitutions, incomplete game-day actives and stale ledger access remain disclosed limitations.

STARTING QB COMPOSITE SCORE:

Buffalo Bills — Josh Allen: 206.9 Projected Gross Passing Yards | 28.41 ATT | 7.282 Y/A | Passing TD N/A | INT N/A | TQBS N/A

• Projected rushing: 7.40 carries, 31.4 yards.
• 2026 passing: 1,039 yards, 119 attempts, 6 TD, 3 INT.
• Sacks: 9, losing 50 yards.
• Descriptive 2026 ANY/A: 7.61.
• Status: Projected QB1; official game-day confirmation pending.
• Backup: Kyle Allen, depth order pending official actives.

Los Angeles Rams — Matthew Stafford: 307.1 Projected Gross Passing Yards | 39.32 ATT | 7.811 Y/A | Passing TD N/A | INT N/A | TQBS N/A

• Projected rushing: 2.90 carries, 12.0 yards.
• 2026 passing: 1,189 yards, 162 attempts, 6 TD, 6 INT.
• Sacks: 6, losing 41 yards.
• Descriptive 2026 ANY/A: 5.94.
• Status: Projected QB1; official game-day confirmation pending.
• Backup: Stetson Bennett, listed relief passer with 3 attempts in 2026.

TQBS comparison: N/A — the historical mixed-unit composite and separate passing-TD/INT forecast calculation are not ratified. No unsupported TQBS or integer TD/INT projections are generated.

TEAM METRICS SNAPSHOT:

Buffalo Bills: 31.8 PTS/G | Net Pass Yards 247.3/G | Rush Yards 139.0/G | Projected POS N/A | Opp Pass Yards 256.3 NET/G / 274.0 GROSS/G | Opp Rush Yards 116.0/G | Opp PTS 26.8/G | Pace 59.38 Plays | True Team Stat N/A

Los Angeles Rams: 21.3 PTS/G | Net Pass Yards 290.3/G | Rush Yards 126.8/G | Projected POS N/A | Opp Pass Yards 145.5 NET/G / 153.8 GROSS/G | Opp Rush Yards 102.0/G | Opp PTS 20.8/G | Pace 68.50 Plays | True Team Stat N/A

——START OUTPUT——

NFLWeek 5 — Buffalo Bills @ Los Angeles Rams Estimated Handle: N/A (No Validated Dollar Handle) — October 12, 2026

Buffalo Bills vs Los Angeles Rams

Type: Regular Season — Monday Night Football Kick-off: 5:15 PM PDT / 8:15 PM EDT Venue: SoFi Stadium, Inglewood, California — Fixed Translucent Roof / Open Sides Broadcast: ESPN / ABC Weather: Approximately 62°F, WSW wind ~10 mph, 20% precipitation probability Records: Buffalo Bills 3–1 | Los Angeles Rams 2–2

MODEL VERDICT: NO QUALIFYING EDGE.

PROJECTED WINNER: LOS ANGELES RAMS

FINAL SCORE PREDICTION: LOS ANGELES RAMS 29, BUFFALO BILLS 26

Simulation: Rams 60.85% | Bills 39.15% Spread: Rams -3.5 — 49.87% CF Total: Over 54.5 — 50.10% CF

Model: NFL Edge Engine v3.5 (2026-09-28) → Run-Discipline v7 → Calibration v5 → October 5 Add-on → October 12 Week 5 Audit Add-on.

Simulation: 100,000 draws, seed 7. All previously ratified numerical constants retained. Player-prop wagers suspended.

Execution: One-agent fallback. Five independent agents were requested but were unavailable. Four research work packages were performed by the primary agent. Historical player-rate substitutions, incomplete game-day actives and stale ledger access remain disclosed limitations.

STARTING QB COMPOSITE SCORE:

Buffalo Bills — Josh Allen: 206.9 Projected Gross Passing Yards | 28.41 ATT | 7.282 Y/A | Passing TD N/A | INT N/A | TQBS N/A

• Projected rushing: 7.40 carries, 31.4 yards.
• 2026 passing: 1,039 yards, 119 attempts, 6 TD, 3 INT.
• Sacks: 9, losing 50 yards.
• Descriptive 2026 ANY/A: 7.61.
• Status: Projected QB1; official game-day confirmation pending.
• Backup: Kyle Allen, depth order pending official actives.

Los Angeles Rams — Matthew Stafford: 307.1 Projected Gross Passing Yards | 39.32 ATT | 7.811 Y/A | Passing TD N/A | INT N/A | TQBS N/A

• Projected rushing: 2.90 carries, 12.0 yards.
• 2026 passing: 1,189 yards, 162 attempts, 6 TD, 6 INT.
• Sacks: 6, losing 41 yards.
• Descriptive 2026 ANY/A: 5.94.
• Status: Projected QB1; official game-day confirmation pending.
• Backup: Stetson Bennett, listed relief passer with 3 attempts in 2026.

TQBS comparison: N/A — the historical mixed-unit composite and separate passing-TD/INT forecast calculation are not ratified. No unsupported TQBS or integer TD/INT projections are generated.

TEAM METRICS SNAPSHOT:

Buffalo Bills: 31.8 PTS/G | Net Pass Yards 247.3/G | Rush Yards 139.0/G | Projected POS N/A | Opp Pass Yards 256.3 NET/G / 274.0 GROSS/G | Opp Rush Yards 116.0/G | Opp PTS 26.8/G | Pace 59.38 Plays | True Team Stat N/A

Los Angeles Rams: 21.3 PTS/G | Net Pass Yards 290.3/G | Rush Yards 126.8/G | Projected POS N/A | Opp Pass Yards 145.5 NET/G / 153.8 GROSS/G | Opp Rush Yards 102.0/G | Opp PTS 20.8/G | Pace 68.50 Plays | True Team Stat N/A

TTS Comparison: N/A — no ratified TTS composite is available. Possession projections are not reported without a verified possession accounting source.

Team Volume Models:

Metric Buffalo LA Rams Projected plays 59.38 68.50 2025 pass-rate baseline 47.50% 56.26% 2026 pass rate 51.97% 61.11% Blended pass rate 49.73% 58.68% Projected pass attempts 28.41 39.32 Projected rush attempts 28.71 27.68 Projected sacks 2.25 1.50 Projected gross passing yards 206.9 307.1 Projected rushing yards 140.97 136.22 Market implied team points 25.5 29.0

C-11 pace budgets use reconstructed offensive and opposing scrimmage plays including sacks, not total snap counts.

Opponent Pass-Defense Adjustment (C-1):

• Buffalo offense vs Rams defense: 615 gross passing yards allowed / 127 opposing attempts; raw factor 0.6918, shrunk factor 0.8973.
• Los Angeles offense vs Buffalo defense: 1,096 gross passing yards allowed / 147 opposing attempts; raw factor 1.0651, shrunk factor 1.0217.
• Correct gross passing-yard basis used rather than net passing yards.
• Four-game defensive samples remain volatile.
• Rushing opponent factors are descriptive only and are not applied.

PREVIOUS GAMES:

Buffalo Bills:

• 10/04/26 — L 26–29 vs New England — Total 55 — Over 49.5
• 09/27/26 — W 24–16 vs LA Chargers — Total 40 — Under 50.5
• 09/17/26 — W 41–31 vs Detroit — Total 72 — Over 55.5
• 09/13/26 — W 36–31 @ Houston — Total 67 — Over 44.5
• Game 5 — N/A (four completed regular-season games)

Los Angeles Rams:

• 10/04/26 — W 24–20 @ Philadelphia — Total 44 — Over 43.5
• 09/27/26 — L 26–30 @ Denver — Total 56 — Over 44.5
• 09/21/26 — W 28–6 vs NY Giants — Total 34 — Under 47.5
• 09/10/26 — L 7–27 vs San Francisco — Total 34 — Under 47.5
• Game 5 — N/A (four completed regular-season games)

Historical 2025 information is prior-season context only. The 2026 preseason is excluded from current regular-season model quality and ledger grading.

RECENT NEWS & INJURIES

Buffalo Bills:

• ILvl HIGH DL Ed Oliver — OUT (knee). Removed from the active defensive set.
• ILvl HIGH WR Joshua Palmer — OUT (shoulder). Zero active-game projection; any stale first-TD listing is ineligible.
• ILvl MEDIUM WR DJ Moore — QUESTIONABLE (shoulder). Retained at full conditional projected share under October 5 A7; playing-time risk flagged.
• ILvl MEDIUM DB Dee Alford — QUESTIONABLE (ankle).
• ILvl MEDIUM DL Landon Jackson — QUESTIONABLE (knee).
• ILvl LOW CB Christian Benford — No final restrictive designation.
• ILvl LOW WR Skyler Bell — Expected debut; minimal opportunity assumption without verified 2026 playing-time evidence.
• ILvl LOW QB Josh Allen — Projected starter; game-day inactives pending.

Los Angeles Rams:

• ILvl HIGH DE Myles Garrett — IR; excluded from active participation.
• ILvl HIGH TE Terrance Ferguson — IR; removed from receiving and touchdown volume.
• ILvl MEDIUM S Quentin Lake — QUESTIONABLE (hip); potential secondary uncertainty.
• ILvl LOW Aaron Donald — No final restrictive game-status designation.
• ILvl LOW Jaylen Watson — No final restrictive game-status designation.
• ILvl LOW TE Colby Parkinson — No final restrictive game-status designation.
• ILvl LOW WR Puka Nacua — Two prior 2026 games played; target rates require active-game normalization, not four-game normalization.
• ILvl LOW QB Matthew Stafford — Projected starter; official game-day actives pending.

Roster Verification: Conditional PASS. Both projected starting quarterbacks are identified from current-season team data, but their official game-day active status is not yet confirmed.

Roster Conflict Flag (RCF): FALSE — no identified contradiction requiring an automatic QB roster hold. Questionable WR/DB designations alone do not trigger RCF.

WEATHER:

WVI: 0.0 — No Confirmed Primary Adjustment

• Temperature: Approximately 62°F.
• Sustained wind: Approximately WSW 10 mph in secondary forecast.
• Nearby NWS wind guidance: Southwest 5–10 mph, decreasing into evening.
• Precipitation probability: Approximately 20%.
• Venue roof: Fixed translucent canopy with open sides.
• Wind clause: 0.0 primary; -0.5 under the sustained 10–14 mph sensitivity scenario.
• Rain clause: 0 under venue-specific canopy treatment.
• Temperature clause: 0 under venue-specific canopy treatment.

The venue-specific 5:15 PM primary wind forecast was not independently recovered. Therefore, the 10-mph reading is a sensitivity input, not a certified primary adjustment.

Weather Impact Factor (WIF):

• Wind over 15 mph and gusty: No, based on available readings.
• Steady rain/snow on the field: Not applied under canopy treatment.
• Temperature ≥80°F/high humidity: No.
• Fully enclosed dome: No.

xTD Weather Boost Index: N/A — insufficient verified inputs for a reproducible calculation. No unsupported touchdown inflation is applied.

Weather Sensitivity:

Scenario Applied WVI Modeled Total P(Over 54.5) Primary baseline 0.0 54.5 50.10% Sustained 10–14 mph wind -0.5 54.0 48.64%

Opening total approximately 53.5; current total 54.5. The opener and venue-hour wind do not meet full two-source verification.

No weather-derived wager qualifies in either scenario.

TEAM PLAYING AT HOME:

Los Angeles Rams — Yes

Raw Simulation:

• Los Angeles Rams: 60.85%
• Buffalo Bills: 39.15%

Home-Team Adjustment:

• Additional +4 percentage-point overlay: Not applied.
• Home advantage is already embedded in the market-anchored Rams -3.5 projection.
• Final reported model probabilities remain Rams 60.85% / Bills 39.15%.

The later ratified specification overrides the legacy output example’s additional four-point home-probability adjustment.

PUBLIC FAVORITES DELTA:

Not Applied — No Verified 90%+ Public-Money Trigger

DraftKings snapshot:

Market Side Bets Handle Spread Rams -3.5 35% 68% Spread Bills +3.5 65% 32% Total Over 54.5 75% 76% Total Under 54.5 25% 24% Moneyline Rams 39% 39% Moneyline Bills 61% 61%

• Rams spread bettors represent fewer tickets but more reported money.
• No verified 90% public-favorites trigger.
• No actual dollar handle or bookmaker liability is disclosed.
• Opening spread reportedly Rams -2.5; current Rams -3.5 despite a Bills ticket majority at DraftKings.
• Reverse line movement toward the Rams is indicative but not independently sufficient for an edge.
• No probability change is made from public splits alone.

GAME PREDICTIONS

1. Team to Win: Los Angeles Rams

• Simulated win probability: 60.85%
• Buffalo Bills win probability: 39.15%
• CF: 60.85%
• Market favorite: Los Angeles Rams -3.5
• Market-implied Rams win probability (three-source vig-free mean): 61.36%
• Rams model edge: -0.51 percentage points.
• Bills model edge: +0.51 percentage points.
• MSI: Not triggered.
• Model verdict: No qualifying edge.

Current Moneyline Board:

Source Buffalo ML Rams ML BUF Fair % LAR Fair % BUF Edge FOX +148 -177 38.69% 61.31% +0.46 pp DraftKings +150 -180 38.36% 61.64% +0.80 pp Action Network +146 -177 38.88% 61.12% +0.27 pp Mean — — 38.64% 61.36% +0.51 pp

All three prices share the Rams -3.5 spread anchor. The Buffalo moneyline edge ranges from +0.27 to +0.80 percentage points, below the required +3.00-point threshold.

2. Final Score Prediction:

BUFFALO BILLS

26

Away · 39.15% win

LOS ANGELES RAMS

29

Home · 60.85% win

• Simulated mean: Rams 29.02, Bills 25.54.
• Median score: Rams 29, Bills 25.
• Mean margin: Rams +3.48.
• Mean total: 54.55.
• Headline score total: 55.
• Headline score margin: Rams +3.
• Appendix B: Off-grid, disclosed.
• C2 coherence: PASS — total within 0.5 points of the 54.5 anchor; margin within 0.5 points of Rams -3.5.

This is a presentational score consistent with the market anchor, not a prediction of the most frequent exact simulation outcome.

2a. Moneyline Surprise:

No Moneyline Surprise Projected — Model and Market Align.

• Los Angeles Rams model probability: 60.85%.
• Los Angeles Rams vig-free market probability: 61.36%.
• Buffalo Bills model probability: 39.15%.
• Buffalo Bills vig-free market probability: 38.64%.
• Buffalo dog-moneyline edge: +0.51 percentage points.
• Six-point MSI disagreement requirement: Not satisfied.
• Three-point fixed-σ candidate threshold: Not satisfied.
• Favorite moneyline arm: Suspended under the September 28 audit.
• Breakeven σ for a qualifying dog edge: N/A — below candidate threshold.
• No declined candidate; no wager.

2b. True Score Simulation (TSS):

• Simulated Win Probability — 100,000 Games: Rams 60.85% vs Bills 39.15%.
• Seed: 7.
• Game phase: NFL Regular Season.
• RCF: FALSE.
• Margin standard deviation: 12.7.
• Total standard deviation: 13.5.
• Expected margin: Rams +3.50.
• Expected total: 54.50.
• Simulated Average Score: Rams 29.02, Bills 25.54.
• Median Score: Rams 29, Bills 25.
• Simulated average margin: Rams +3.48.
• Simulated average total: 54.55.

Most Common Sim Occurrences:

• Rams 26–24 Bills — 0.20%.
• Rams 30–24 Bills — 0.20%.
• Rams 29–23 Bills — 0.20%.
• Rams 27–26 Bills — 0.20%.
• Rams 26–25 Bills — 0.20%.

Simulation Diagnostics:

• P(|margin| ≥14): 30.46%.
• X-7 Game Script Risk: FIRES.
• Previous X-7 triggers (mean margin ≥10 / win probability over 78%): FALSE.
• Regulation tie draw mass before two-way splitting: Approximately 3.10%.
• Two-way ties: Split 50/50 for simulation reporting; not a calibrated three-way tie estimate.
• Clamp diagnostic: INERT.
• Zero-floor clamp effect on Over probability: +0.000 percentage points.
• External clamp_diagnostic.py v2 verification: N/A — script unavailable.

Top 5 Alternate Spreads — True Simulation Probabilities:

Alternate Spread Probability Rams +9.5 84.72% Rams +7.5 80.73% Rams +6.5 78.60% Bills +10.5 71.08% Bills +7.5 62.47%

Top 5 Alternate Totals — True Simulation Probabilities:

Alternate Total Probability Over 45.5 74.91% Under 63.5 74.69% Over 47.5 69.79% Under 61.5 69.77% Over 49.5 64.59%

Alternate markets are simulation outputs, not verified current sportsbook offers.

3. First Team to Score: Los Angeles Rams — 54.54% CF

• Buffalo Bills: 45.46%.
• Rams: 54.54%.
• Source: Part 10.4 descriptive first-score formula using the vig-free market favorite probability.
• No verified first-team-to-score sportsbook price.
• No first-score wager.

4. Total Points: 54.5 — Over 54.5 — 50.10% CF

• Over 54.5: 50.10%.
• Under 54.5: 49.90%.
• DraftKings Over: -115.
• DraftKings Under: -105.
• Vig-free Over probability: 51.08%.
• Over edge: -0.98 percentage points.
• Under edge: +0.98 percentage points.
• μ_total = 54.50.
• WVI primary: 0.0.
• Definitional market — no qualifying edge.

10-MPH Wind Sensitivity:

• Weather-adjusted modeled total: 54.0.
• Over 54.5: 48.64%.
• Baseline Over 54.5: 50.10%.
• Difference: -1.46 percentage points.
• No qualifying total wager in either scenario.

5. Point Spread: Buffalo Bills +3.5 — 50.13% CF

• Los Angeles Rams -3.5 cover: 49.87%.
• Buffalo Bills +3.5 cover: 50.13%.
• DraftKings Rams -3.5: -105.
• DraftKings Bills +3.5: -115.
• Rams vig-free market cover probability: 48.92%.
• Rams spread edge: +0.96 percentage points.
• Modeled margin: Rams +3.50.
• Definitional market.
• Key-number protected Lean threshold: 5%.
• No extra +4 home overlay.
• No qualifying spread edge.

6. FIRST TOUCHDOWN:

Buffalo Bills:

N/A — Part 10.4 does not contain a ratified NFL Regular Season first-TD scorer probability method.

Market reference only:

• Josh Allen — Aggregated first-TD market available; price not certified.
• James Cook — Aggregated first-TD market available; price not certified.
• Joshua Palmer — OUT; stale first-TD market quote ineligible.

Los Angeles Rams:

N/A — No ratified NFL Regular Season first-TD scorer probability method.

Market reference only:

• Kyren Williams — Aggregated first-TD market available; price not certified.
• Puka Nacua — Aggregated first-TD market available; price not certified.

No independently validated two-sided first-TD edge exists. No first-TD wager.

7. ANYTIME TD MODEL:

ATD probabilities are for at least one rushing or receiving touchdown. Passing touchdowns thrown by a quarterback do not count.

Model allocation:

\lambda_{\text{team}}=\max(0.5,\ 0.153\times\text{implied points}-1)

• Player weight: Carries × applicable role coefficient + targets × applicable role coefficient.
• Named-player TD allocation: 95%.
• FIELD allocation: 5%.
• Probability: .
• All player props remain suspended.

Buffalo Bills:

Team offensive TD λ = 2.9015 | FIELD λ = 0.1451.

Player Carries Targets TD λ Anytime TD James Cook 18.24 2.43 0.769 53.63% Josh Allen 7.40 0.13 0.442 35.73% Khalil Shakir 0.01 5.84 0.342 28.99% DJ Moore [Q] 0.53 5.00 0.324 27.67% Dalton Kincaid 0.00 4.42 0.280 24.44% Keon Coleman 0.00 4.00 0.234 20.88% Dawson Knox 0.21 2.19 0.151 14.06% Ty Johnson 1.25 2.29 0.129 12.14% Ray Davis 0.53 0.25 0.029 2.85% Frank Gore Jr. 0.53 0.00 0.020 1.97% Skyler Bell 0.00 0.33 0.019 1.93% Jackson Hawes 0.00 0.25 0.016 1.58%

Player weight sequence: Cook 0.618; Allen 0.355; Shakir 0.275; Moore 0.260; Kincaid 0.225; Coleman 0.188; Knox 0.122; Johnson 0.104; Davis 0.023; Gore 0.016; Bell 0.016; Hawes 0.013.

TD allocation close: Σ player λ 2.7564 + FIELD 0.1451 = team λ 2.9015 — PASS (reported precision).

Los Angeles Rams:

Team offensive TD λ = 3.4370 | FIELD λ = 0.1719.

Player Carries Targets TD λ Anytime TD Kyren Williams 14.32 4.32 0.701 50.37% Puka Nacua 0.56 10.31 0.645 47.52% Davante Adams 0.00 8.48 0.503 39.52% Blake Corum 8.60 1.21 0.370 30.92% Tyler Higbee 0.00 4.25 0.273 23.93% Konata Mumpfield 0.00 3.13 0.186 16.95% Matthew Stafford 2.90 0.00 0.176 16.11% Colby Parkinson 0.00 2.50 0.161 14.85% Davis Allen 0.00 1.57 0.101 9.59% Ronnie Rivers 1.30 0.22 0.058 5.60% Tutu Atwell 0.00 0.67 0.040 3.90% Jordan Whittington 0.00 0.67 0.040 3.90% Xavier Smith 0.00 0.22 0.013 1.32%

Player weight sequence: Williams 0.555; Nacua 0.511; Adams 0.398; Corum 0.293; Higbee 0.217; Mumpfield 0.147; Stafford 0.139; Parkinson 0.127; Davis Allen 0.080; Rivers 0.046; Atwell 0.032; Whittington 0.032; Smith 0.011.

TD allocation close: Σ player λ 3.2652 + FIELD 0.1719 = team λ 3.4370 — PASS (reported precision).

Available Single-Sided Anytime TD Prices:

• Davante Adams +113.
• Blake Corum +317.
• Colby Parkinson +257.

These are single-sided prices only. No certified two-sided ATD value comparison exists. All player-prop wagers remain suspended.

Player Breakout:

Buffalo Bills:

• James Cook: 18.24 carries, 95.7 rushing yards, 2.43 targets, 1.88 receptions, 17.1 receiving yards, 53.63% ATD — BRI N/A.
• Josh Allen: 7.40 carries, 31.4 rushing yards, 0.13 targets, 0.08 receptions, 0.9 receiving yards, 35.73% ATD — BRI N/A.
• Khalil Shakir: 0.01 carries, 0.1 rushing yards, 5.84 targets, 4.00 receptions, 43.9 receiving yards, 28.99% ATD — BRI N/A.
• DJ Moore Q: 0.53 carries, 2.4 rushing yards, 5.00 targets, 3.13 receptions, 37.8 receiving yards, 27.67% ATD — BRI N/A.
• Dalton Kincaid: 4.42 targets, 3.30 receptions, 36.0 receiving yards, 24.44% ATD — BRI N/A.

Los Angeles Rams:

• Kyren Williams: 14.32 carries, 73.3 rushing yards, 4.32 targets, 3.35 receptions, 32.6 receiving yards, 50.37% ATD — BRI N/A.
• Blake Corum: 8.60 carries, 42.2 rushing yards, 1.21 targets, 0.90 receptions, 9.0 receiving yards, 30.92% ATD — BRI N/A.
• Puka Nacua: 0.56 carries, 2.6 rushing yards, 10.31 targets, 7.34 receptions, 96.4 receiving yards, 47.52% ATD — BRI N/A.
• Davante Adams: 8.48 targets, 4.88 receptions, 68.6 receiving yards, 39.52% ATD — BRI N/A.

BRI: N/A (SI). Four completed regular-season games meet the minimum current-season game-count gate, but verified snaps and recency inputs are insufficient to reproduce a breakout score.

FULL PLAYER STAT PROJECTIONS

Buffalo Bills — Passing

Josh Allen

• Projected Attempts: 28.41.
• Gross Y/A: 7.282.
• Projected Gross Passing Yards: 206.9.
• Engine efficiency ladder: 7.794 Y/A.
• C-1 defensive shrink factor: 0.8973.
• Market A5 Y/A: 7.570.
• Posted line: 244.5 yards (Over -113 / Under -102), aggregated.
• P(Over 244.5): 24.82% — reading only.
• Over edge: -26.42 percentage points — suspended.
• Rushing: 7.40 carries, 31.4 yards.
• Passing TDs: N/A.
• Interceptions: N/A.
• Projected net passing: N/A.

Market line 244.5 is preferred as the central yardage forecast under B1 where the comparable two-sided market is available. The independent engine estimate of 206.9 is retained for later audit.

Buffalo Bills — Rushing

Player Carries Rush Yards YPC Line P(Over) James Cook 18.24 95.7 4.998 75.5 57.69% Josh Allen 7.40 31.4 4.241 36.5 N/A Ty Johnson 1.25 5.6 4.291 N/A N/A Ray Davis 0.53 2.4 4.283 N/A N/A Frank Gore Jr. 0.53 2.4 4.291 N/A N/A DJ Moore [Q] 0.53 2.4 4.276 N/A N/A Dawson Knox 0.21 1.0 4.272 N/A N/A

Rushing Market Comparisons:

• James Cook 75.5 (Over -108 / Under -111): Engine 95.7; P(Over) 57.69%; edge +8.02 pp — suspended.
• Josh Allen 36.5 (Over -106 / Under -104): Engine 31.4; over probability N/A (no calibrated row).
• All other Buffalo rushing lines: N/A.

Carry shares: Cook 62.21%; Allen 25.24%; Johnson 4.26%; Davis 1.82% proxy; Gore 1.82% proxy; Moore 1.82% proxy; Knox 0.73%.

Buffalo Bills — Receiving

Player Targets Rec Rec Yards Catch % ATD Khalil Shakir 5.84 4.00 43.9 68.5% 28.99% DJ Moore [Q] 5.00 3.13 37.8 62.5% 27.67% Dalton Kincaid 4.42 3.30 36.0 74.6% 24.44% Keon Coleman 4.00 2.66 31.9 66.4% 20.88% James Cook 2.43 1.88 17.1 77.5% 53.63% Ty Johnson 2.29 1.79 17.1 78.0% 12.14% Dawson Knox 2.19 1.61 15.9 73.4% 14.06% Skyler Bell 0.33 0.21 2.5 63.0% 1.93% Jackson Hawes 0.25 0.18 1.8 70.3% 1.58% Ray Davis 0.25 0.20 1.8 78.2% 2.85% Josh Allen 0.13 0.08 0.9 63.4% 35.73%

Receiving Market Comparisons — Yardage:

Player Line Engine P(Over) Edge Khalil Shakir 45.5 43.9 43.51% -8.50 pp Dalton Kincaid 56.5 36.0 23.00% -18.68 pp

• Shakir 45.5: Over -111 / Under +106.
• Kincaid 56.5: Over +100 / Under -233.
• All results are reading only; props suspended.

Receiving Market Comparisons — Receptions:

Player Line Engine P(Over) Edge Khalil Shakir 4.5 4.00 32.50% -16.53 pp Keon Coleman 2.5 2.66 46.73% -12.19 pp Dalton Kincaid 4.5 3.30 22.04% -26.77 pp

• Shakir O +102 / U -106.
• Coleman O -147 / U +141.
• Kincaid O +102 / U -108.
• All three comparisons are suspended from betting.

Buffalo Bills — Volume Close:

• Total projected plays: 59.38.
• Projected pass attempts: 28.4111.
• Projected rushing attempts: 28.7139.
• Total targets: 27.1326 = 0.955 × 28.4111 — PASS.
• Total gross receiver yards: 206.8823 = QB gross passing 206.8823 — PASS.
• Total rushing yards: 140.9681 = team rushing 140.9681 — PASS.
• Total carries: 28.7139 = team rush attempts 28.7139 — PASS.
• Player TD λ + FIELD = team λ 2.9015 — PASS.

Historical player-share precision: CONDITIONAL, with explicitly identified prior-season denominator proxies.

Los Angeles Rams — Passing

Matthew Stafford

• Projected Attempts: 39.32.
• Gross Y/A: 7.811.
• Projected Gross Passing Yards: 307.1.
• Engine efficiency ladder: 7.401 Y/A.
• C-1 defensive shrink factor: 1.0217.
• Market A5 Y/A: 8.060.
• Posted line: 278.5 yards (Over -115 / Under +100), aggregated.
• P(Over 278.5): 58.04% — reading only.
• Over edge: +6.36 percentage points — suspended.
• Rushing: 2.90 carries, 12.0 yards.
• Passing TDs: N/A.
• Interceptions: N/A.
• Projected net passing: N/A.

Market line 278.5 is preferred as the central yardage forecast under B1 where the comparable two-sided market is available. The independent engine estimate of 307.1 is retained for audit.

Los Angeles Rams — Rushing

Player Carries Rush Yards YPC Line P(Over) Kyren Williams 14.32 73.3 4.684 68.5 48.92% Blake Corum 8.60 42.2 4.498 36.5 53.15% Matthew Stafford 2.90 12.0 4.137 N/A N/A Ronnie Rivers 1.30 6.1 4.284 N/A N/A Puka Nacua 0.56 2.6 4.285 N/A N/A

Rushing Market Comparisons:

• Kyren Williams 68.5 (Over -104 / Under -104): Engine 73.3; P(Over) 48.92%; edge -1.08 pp — suspended.
• Blake Corum 36.5 (Over +106 / Under -111): Engine 42.2; P(Over) 53.15%; edge +5.16 pp — suspended.
• All other Rams rushing lines: N/A.

Carry shares: Williams 52.28%; Corum 31.38%; Stafford 10.48% proxy; Rivers 4.76% proxy; Nacua 2.03%.

Los Angeles Rams — Receiving

Player Targets Rec Rec Yards Catch % ATD Puka Nacua 10.31 7.34 96.4 71.2% 47.52% Davante Adams 8.48 4.88 68.6 57.6% 39.52% Kyren Williams 4.32 3.35 32.6 77.6% 50.37% Tyler Higbee 4.25 3.07 32.4 72.3% 23.93% Konata Mumpfield 3.13 1.89 24.0 60.5% 16.95% Colby Parkinson 2.50 1.81 18.7 72.5% 14.85% Davis Allen 1.57 1.10 11.8 70.1% 9.59% Blake Corum 1.21 0.90 9.0 74.2% 30.92% Tutu Atwell 0.67 0.42 5.1 63.1% 3.90% Jordan Whittington 0.67 0.42 5.1 63.1% 3.90% Ronnie Rivers 0.22 0.17 1.7 78.2% 5.60% Xavier Smith 0.22 0.14 1.7 62.4% 1.32%

Receiving Market Comparisons — Yardage:

Player Line Engine P(Over) Edge Puka Nacua 92.5 96.4 47.41% -6.15 pp Davante Adams 62.5 68.6 50.37% -1.11 pp

• Puka Nacua 92.5: Over -130 / Under +104.
• Davante Adams 62.5: Over -113 / Under +100.
• Reading only; all props suspended.

Receiving Market Comparisons — Receptions:

Player Line Engine P(Over) Edge Puka Nacua 6.5 7.34 52.10% -6.72 pp Davante Adams 4.5 4.88 48.25% +1.76 pp

• Nacua O -150 / U +138.
• Adams O +111 / U -120.
• Reading only; all props suspended.

Los Angeles Rams — Volume Close:

• Total projected plays: 68.50.
• Projected pass attempts: 39.3179.
• Projected rushing attempts: 27.6821.
• Total targets: 37.5486 = 0.955 × 39.3179 — PASS.
• Total gross receiver yards: 307.1141 = QB gross passing 307.1141 — PASS.
• Total rushing yards: 136.2240 = team rushing 136.2240 — PASS.
• Total carries: 27.6821 = team rush attempts 27.6821 — PASS.
• Player TD λ + FIELD = team λ 3.4370 — PASS.

Historical player-share precision: CONDITIONAL. Puka Nacua’s rate uses two prior active games; remaining incomplete historical role denominators are disclosed.

Player Projection Restrictions:

• N-20 line-versus-engine discrepancy flags remain visible wherever the posted market substantially differs.
• All comparative prop probabilities are reading only.
• Two-sided aggregator prices are not independently verified direct-book offers.
• B1 market preference does not modify the frozen engine estimates.
• No player props qualify for wagering under the October 5 B2 suspension.

EDGE SUMMARY

Market Model Probability Fair Market Probability Edge Verdict Rams ML 60.85% 61.36% -0.51 pp Suspended favorite arm Bills ML 39.15% 38.64% +0.51 pp No edge Rams -3.5 49.87% 48.92% +0.96 pp No edge Bills +3.5 50.13% 51.08% -0.96 pp No edge Over 54.5 50.10% 51.08% -0.98 pp No edge Under 54.5 49.90% 48.92% +0.98 pp No edge

• Bills moneyline live edge range: +0.27 to +0.80 pp — below +3.00 pp.
• Rams spread edge: +0.96 pp — below protected Lean threshold.
• Weather: WVI 0.0 primary; no weather-created edge.
• Reverse line movement: Rams -2.5 toward -3.5 with majority Bills spread tickets at DraftKings; descriptive only.
• Player props: Suspended, including readings showing apparent positive discrepancies.
• First-TD: No ratified market edge.
• Declined moneyline candidates: None.
• Gate 7: Not applicable because no wager qualifies.

MODEL VERDICT: No qualifying edge.

Ledger Status: BLOCKED / PENDING WRITE

A stale October 9 ledger snapshot was available (125 games, 63 plays; check exit 2 for four ungraded NCAA rows). The fresh authenticated project ledger could not be accessed. No stale overwrite or false append is claimed.

INSIGHTS

Strengths:

• Los Angeles Rams: Puka Nacua projects for 10.31 targets and 96.4 receiving yards, while Davante Adams projects for 8.48 targets and 68.6 receiving yards. The Rams passing model forecasts approximately 307 gross yards against Buffalo.
• Buffalo Bills: Josh Allen and James Cook provide dual-threat rushing opportunity. Buffalo enters with 31.8 points per game and an established rushing contribution.
• Rams team receiving opportunities concentrate around Nacua, Adams, Williams and Higbee, producing meaningful offensive passing capacity.

Weaknesses:

• Los Angeles Rams: Actual four-game offense averages only 21.3 PPG compared with the market-implied 29.0-point team total. Stafford has six interceptions in 162 passing attempts.
• Buffalo Bills: Rams pass defense has allowed relatively little gross passing yardage, contributing to Allen’s low independent passing projection versus the posted market line.
• Bills DJ Moore’s shoulder and Rams Quentin Lake’s hip create participation-related uncertainty.
• Defensive pass-efficiency samples are limited to four games.

Winning Edge:

The Los Angeles Rams are the narrow projected winner, with 60.85% simulated win probability, a 29–26 predicted score, and market-implied favorite status.

However, the model does not establish sufficient disagreement against the betting market to support a qualifying wager.

Variance Drivers:

• Rams explosive receiving outcomes from Puka Nacua and Davante Adams.
• Buffalo’s Josh Allen scrambling and James Cook rushing workload affecting possession and run/pass distribution.
• Turnovers, short fields, defensive fatigue and high-margin game scripts, with 30.46% simulated probability of an absolute margin of 14 or more.

No extra scoring coefficient has been introduced for these risks.

SPORTSBOOK LIABILITIES:

• Actual sportsbook dollar liability: N/A.
• Validated dollar handle: N/A.
• DraftKings Rams spread bets: 35%.
• DraftKings Rams spread handle: 68%.
• DraftKings Bills spread bets: 65%.
• DraftKings Bills spread handle: 32%.
• Rams average spread stake appears larger than Buffalo’s within the reported split sample; exact dollars are unknown.
• DraftKings moneyline: Rams 39% bets / 39% handle; Bills 61% bets / 61% handle.
• DraftKings totals: Over 75% bets / 76% handle; Under 25% bets / 24% handle.
• Other publishers may report different distributions; cross-book snapshots are not merged.
• Opening spread approximately Rams -2.5, current Rams -3.5.
• Opening total approximately 53.5, current 54.5.
• RLM indication toward Rams is not sufficient evidence of positive expected value.
• No confirmed 90%+ public-money condition.
• No invented sportsbook liability or steam signal.

99.99% Parlay:

Step 1 — Illustrative Five-Leg Construction

Leg True CF Rams +9.5 84.72% Under 63.5 74.69% Rams ML 60.85% Over 45.5 74.91% Rams +6.5 78.60%

True simulated joint probability: 30.34%.

This is the shared-draw intersection over 100,000 simulations, not the product of independent probabilities.

Nesting:

• Rams ML implies Rams +6.5.
• Rams ML implies Rams +9.5.
• Effective nonredundant constraints: Rams ML, Over 45.5, Under 63.5.
• These are three effective game-outcome constraints, not five independent outcomes.
• A real sportsbook may restrict correlated same-game parlay combinations.

Step 2 — 98% / 99% / 99.99% Confidence Review

• No validated five-leg combination reaches 98%, 99% or 99.99% joint probability.
• Five independent equal-probability legs would each require approximately 99.799% probability to reach 99% joint.
• No such qualifying set is available.
• True simulated intersection remains 30.34%.
• No adjusted 98% display confidence is fabricated.
• EV cannot be calculated without an actual permitted sportsbook parlay quote.

Parlay Verdict: NO RECOMMENDATION.

Raw Prediction:

Team Winner

• Los Angeles Rams — 60.85% true CF.
• Buffalo Bills — 39.15% true CF.

Final Score

• Los Angeles Rams 29.
• Buffalo Bills 26.
• Total 55.
• Rams margin +3.

Spread

• Rams -3.5 — 49.87% true CF.
• Bills +3.5 — 50.13% true CF.

Total

• Over 54.5 — 50.10% true CF.
• Under 54.5 — 49.90% true CF.

Top 5 Alternate Spreads

• Rams +9.5 — 84.72%.
• Rams +7.5 — 80.73%.
• Rams +6.5 — 78.60%.
• Bills +10.5 — 71.08%.
• Bills +7.5 — 62.47%.

Top 5 Alternate Totals

• Over 45.5 — 74.91%.
• Under 63.5 — 74.69%.
• Over 47.5 — 69.79%.
• Under 61.5 — 69.77%.
• Over 49.5 — 64.59%.

Passing Yards

• Josh Allen — Posted Line 244.5 | Engine 206.9 | 28.41 ATT | 7.282 gross Y/A.
• Matthew Stafford — Posted Line 278.5 | Engine 307.1 | 39.32 ATT | 7.811 gross Y/A.

Comparable two-sided market lines are preferred central forecasts under B1; engine projections remain frozen independently.

Rushing Yards

Player Engine Yards Posted Line James Cook 95.7 75.5 Kyren Williams 73.3 68.5 Blake Corum 42.2 36.5 Josh Allen 31.4 36.5 Matthew Stafford 12.0 N/A Ronnie Rivers 6.1 N/A Ty Johnson 5.6 N/A Puka Nacua 2.6 N/A DJ Moore 2.4 N/A Ray Davis 2.4 N/A Frank Gore Jr. 2.4 N/A Dawson Knox 1.0 N/A Khalil Shakir 0.1 N/A

Receiving Yards

Player Engine Yards Posted Line Puka Nacua 96.4 92.5 Davante Adams 68.6 62.5 Khalil Shakir 43.9 45.5 DJ Moore 37.8 N/A Dalton Kincaid 36.0 56.5 Kyren Williams 32.6 N/A Tyler Higbee 32.4 N/A Keon Coleman 31.9 N/A Konata Mumpfield 24.0 N/A Colby Parkinson 18.7 N/A James Cook 17.1 N/A Ty Johnson 17.1 N/A Dawson Knox 15.9 N/A Davis Allen 11.8 N/A Blake Corum 9.0 N/A Jordan Whittington 5.1 N/A Tutu Atwell 5.1 N/A Skyler Bell 2.5 N/A Ray Davis 1.8 N/A Jackson Hawes 1.8 N/A Ronnie Rivers 1.7 N/A Xavier Smith 1.7 N/A Josh Allen 0.9 N/A

Anytime Touchdown — Buffalo Bills

• James Cook — 53.63%.
• Josh Allen — 35.73%.
• Khalil Shakir — 28.99%.
• DJ Moore — 27.67%.
• Dalton Kincaid — 24.44%.
• Keon Coleman — 20.88%.
• Dawson Knox — 14.06%.
• Ty Johnson — 12.14%.
• Ray Davis — 2.85%.
• Frank Gore Jr. — 1.97%.
• Skyler Bell — 1.93%.
• Jackson Hawes — 1.58%.

Anytime Touchdown — Los Angeles Rams

• Kyren Williams — 50.37%.
• Puka Nacua — 47.52%.
• Davante Adams — 39.52%.
• Blake Corum — 30.92%.
• Tyler Higbee — 23.93%.
• Konata Mumpfield — 16.95%.
• Matthew Stafford — 16.11%.
• Colby Parkinson — 14.85%.
• Davis Allen — 9.59%.
• Ronnie Rivers — 5.60%.
• Tutu Atwell — 3.90%.
• Jordan Whittington — 3.90%.
• Xavier Smith — 1.32%.

True probabilities are shown without artificial 80% or 98% confidence floors.

DATA AUDIT & MODEL VERIFICATION

Pregame Date Guard: PASS — Monday, October 12, 2026; Buffalo away, Los Angeles home, NFL Regular Season Week 5.

Source Verification:

• Official game identity, schedule and venue: PASS.
• Current-season official team statistics: PASS.
• Official injury reporting: PASS.
• Starting QB identity: PROJECTED; official game-day confirmation pending.
• Fresh market odds: PASS for retrieved snapshots; direct-book prop offers partial.
• Historical 2025 player-share denominators: PARTIAL.
• Venue-specific kickoff-hour primary wind: PARTIAL.
• Current authenticated ledger: BLOCKED.
• Five-agent execution: NOT AVAILABLE; one-agent fallback.
• External clamp diagnostic script: N/A.

Coherence Checks:

Check Status Summary C1 PASS Rams higher win probability and implied team score. C2 PASS 29–26 headline score within prescribed margin and total tolerance. C3 PASS No qualifying edge; favorite arm and props suspended. C4 PASS Named-player λ plus FIELD closes for both teams. C5 PARTIAL Named roster verified; game-day actives pending. C6 PASS Weather applied once; sensitivity separate. C7 BLOCKED Fresh ledger unavailable. C8 PASS Simulation quantities retained as supplied. C9 PASS — DEGRADED Historical player-rate substitutions disclosed. C10 PASS No qualifying edge verdict present. C11 PASS October 12 matchup identity verified. C12 PARTIAL Weather and historical game denominators incomplete. C13 PASS Prior-season context labeled; preseason excluded. C14 PASS No σ or betting-threshold changes. C15 CONDITIONAL PASS Five player accounting closes per team; proxy inputs disclosed. C16 BLOCKED Current ledger cannot be graded or written. C17 N/A Gate 7 does not run without a qualifying play.

October 12 Week 5 Audit Controls:

• W5-01: Pregame truth set frozen as BUF-LAR-20261012-seed7-sim-100k-v1.
• W5-02: Allen and Stafford named projected starters; official actives outstanding.
• W5-03: Injury, volume, game-script and posted-line discrepancies disclosed.
• W5-04: Both clubs satisfy the five reported player-accounting closes; historical precision remains conditional.
• W5-05: Explosive receiving, rushing distribution and short-field/turnover risks identified without numerical coefficient changes.
• W5-06: Two-way simulation ties explicitly disclosed; no false confidence or parlay independence.
• W5-07: Frozen forecasts retained for subsequent grading.
• W5-08: Player props suspended; stale ledger not overwritten.
• W5-09: Source, participation, projection discrepancy and accounting flags included.

Primary Source Index:

• Official Bills–Rams Schedule⁠
• Buffalo Bills 2026 Statistics⁠
• Los Angeles Rams 2026 Statistics⁠
• Bills Official Injury Report⁠
• Rams Injury Review⁠
• DraftKings Betting Splits⁠
• StatMuse Matchup⁠
• FOX Odds and Statistics⁠
• Buffalo Target Statistics⁠
• Rams Target Statistics⁠
• Buffalo 2025 Historical Statistics⁠
• Rams 2025 Historical Statistics⁠
• Pregame Weather Forecast⁠

The source references above are retained from the supplied prediction report. No new external verification or postgame results were introduced during this formatting pass.

Final Model Ruling:

Los Angeles Rams 29 — Buffalo Bills 26.

Rams win probability: 60.85%. Bills win probability: 39.15%. Rams -3.5 cover probability: 49.87%. Over 54.5 probability: 50.10%.

TOP PLAYS: No qualifying edge.

No game-side wager, no player-prop wager, no first-TD wager and no 99.99% parlay recommendation.

The conditional player projections are retained for later audits; incomplete historical role denominators, pending game-day actives and the unavailable current ledger prevent certification as a fully verified five-agent run.

——END OUTPUT——