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New England Patriots at Buffalo Bills

NFLWeek 4 • regular • 2026
completed
Bills logo
Bills
Buffalo
26
vs
Patriots logo
Patriots
New England
29
BUF 71%29% NE
Prediction Confidence:
Moderate

Buffalo Bills 71% to win. The top 3 signals favoring Bills:

  • Injuries. Bills healthier: 7 out, 0 doubtful vs Patriots 9 out, 0 doubtful
  • Home Field Advantage. Bills are 2-0 at home this season; Patriots are 0-2 on the road (divisional game, reduced advantage)
  • ELO Rating. Bills ELO 1631 vs Patriots ELO 1585 (diff: +46)

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VenueHighmark Stadium
Orchard Park, NY

Team Comparison

Head-to-head snapshot based on our model inputs

Patriots (away)
Bills (home)
29%
Win probability
71%
0
High-impact factors
2
9
Players ruled out
7

Post-Game Analysis

How our model performed

The Patriots defeated the Bills 29-26.

Our model predicted the Bills would win with 71% confidence, but the Patriots pulled off the upset. These outcomes are what keep sports compelling -- and help our model learn.

Looking at the factors our model weighed:

  • Injuries favored the Bills and was a major factor: Bills healthier: 7 out, 0 doubtful vs Patriots 9 out, 0 doubtful
  • Home Field Advantage favored the Bills and was a major factor: Bills are 2-0 at home this season; Patriots are 0-2 on the road (divisional game, reduced advantage)
  • ELO Rating favored the Bills and was a contributing factor: Bills ELO 1631 vs Patriots ELO 1585 (diff: +46)
  • Both teams are dealing with injuries -- the Bills have 7 player(s) ruled out, while the Patriots have 9.

This analysis was generated from our model's pre-game assessment compared against the actual result. Factor accuracy helps improve future predictions.

Patriots won 26-29

Patriots won in a close game

Prediction IncorrectWe predicted Bills at 71%

Key Factors

What's driving the win probability for this game

  • InjuriesFavors Buffalo Bills
  • Home Field AdvantageFavors Buffalo Bills
  • ELO RatingFavors Buffalo Bills
  • Turnover DifferentialNeutral
  • Head to HeadNeutral
  • Recent FormNeutral
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What's Driving This Game

Each factor's contribution to the final win probability

NE
BUF
Injuries
Home Field Advantage
ELO Rating
Favours NE|Favours BUF

Premium feature: factor breakdown

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Model vs. Market

Comparing our probability model against Vegas odds

Bills

Our Model71%

Patriots

Our Model29%

Understanding the win probability calculation

Injuries

Bills healthier: 7 out, 0 doubtful vs Patriots 9 out, 0 doubtful

Bills

Home Field Advantage

Bills are 2-0 at home this season; Patriots are 0-2 on the road (divisional game, reduced advantage)

Bills

2 factors not shown (insufficient data)

Model version: 1.1.0 • Calculated: 10/5/2026, 8:00:00 AM

Bills

Christian BenfordCB(Toe)
OUT
Mike DannaDE(Coach's Decision)
OUT
T.J. SandersDT
OUT
Ar'maj Reed-AdamsG(Coach's Decision)
OUT
Jude BowryOT(Coach's Decision)
OUT
Jalon KilgoreS(Coach's Decision)
OUT
Skyler BellWR(Coach's Decision)
OUT

Patriots

Christian GonzalezCB(Shoulder)
OUT
Channing CanadaCB(Hamstring)
OUT
Christian BarmoreDT(Shoulder)
OUT
Reggie GilliamFB(Knee)
QUESTIONABLE
Greg Van RotenG(Thigh)
OUT
Quintayvious HutchinsLB(Knee)
OUT
Dametrious CrownoverOT(Coach's Decision)
OUT
Behren MortonQB(Coach's Decision)
OUT
Tanner ArkinTE(Coach's Decision)
OUT
A.J. BrownWR(Ankle)
OUT

Key Players

Patriots

Drake MayeQB
Tommy DeVitoQB
Behren MortonQBOUT
-6.7% win prob impact
Efton Chism IIIWR
Kyle WilliamsWR

Bills

Kyle AllenQB
Shane BuecheleQB
Josh AllenQB
DJ MooreWR
Joshua PalmerWR

Frequently Asked Questions

Bills has a 71% win probability, while Patriots has a 29% win probability based on our analysis.

Our model considers weather conditions, offensive and defensive efficiency, rest days, injury impact, and historical performance.

This game is being played at Highmark Stadium in Orchard Park, NY.

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