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Baltimore Ravens at Buffalo Bills

NFLWeek 8 • regular • 2026
Scheduled
Bills logo
Bills
Buffalo
0
vs
Ravens logo
Ravens
Baltimore
0
BUF 57%43% BAL
Prediction Confidence:
High

Buffalo Bills 57% to win. The top 2 signals favoring Bills:

  • ELO Rating. Bills ELO 1631 vs Ravens ELO 1535 (diff: +96)
  • Home Field Advantage. Bills are 2-1 at home this season; Ravens are 3-0 on the road

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VenueHighmark Stadium
Orchard Park, NY

Team Comparison

Head-to-head snapshot based on our model inputs

Ravens (away)
Bills (home)
43%
Win probability
57%
0
High-impact factors
0
0
Players ruled out
0

Game Preview

Ravens at Bills

The Ravens visit the Bills at Highmark Stadium in Orchard Park, NY in NFL regular season Week 8 action.

Our model gives the Bills a 57% chance of winning, making this a competitive contest. The Ravens will need to find an edge to pull off the upset.

Key factors driving this prediction:

  • ELO Rating favors the Bills (low): Bills ELO 1631 vs Ravens ELO 1535 (diff: +96)
  • Home Field Advantage favors the Bills (low): Bills are 2-1 at home this season; Ravens are 3-0 on the road
  • Defensive Efficiency is neutral: Defensive efficiency stats not yet available
Bills57%

is favored to win

Key Factor
ELO Rating
Favors BUF

Key Factors

What's driving the win probability for this game

  • ELO RatingFavors Buffalo Bills
  • Home Field AdvantageFavors Buffalo Bills
  • Defensive EfficiencyNeutral
  • Head to HeadNeutral
  • InjuriesNeutral
  • Weather ImpactNeutral
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What's Driving This Game

Each factor's contribution to the final win probability

BAL
BUF
ELO Rating
Home Field Advantage
Favours BAL|Favours BUF

Premium feature: factor breakdown

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Understanding the win probability calculation

3 factors not shown (insufficient data)

Model version: 1.1.0 • Calculated: 10/17/2026, 8:00:01 AM

Key Players

Ravens

Tyler HuntleyQB
Lamar JacksonQB
Diego PaviaQB
Skylar ThompsonQB
Joe FagnanoQB

Bills

Shane BuecheleQB
Kyle AllenQB
Josh AllenQB
Greg DortchWR
Jalen VirgilWR

Frequently Asked Questions

Bills has a 57% win probability, while Ravens has a 43% 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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