Baltimore Ravens at Buffalo Bills
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
Team Comparison
Head-to-head snapshot based on our model inputs
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
is favored to win
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
What's Driving This Game
Each factor's contribution to the final win probability
Premium feature: factor breakdown
Start 14-day free trial →Understanding the win probability calculation
3 factors
1 factor
1 factor
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Other
Low impact1 factor
3 factors not shown (insufficient data)
Key Players
Ravens
Bills
Learn About Our Analysis
Learn about the factors behind our predictions
NFL Win Probability
How we calculate NFL game outcome probabilities using advanced metrics
Home Field Advantage
How playing at home affects NFL win probability
NFL Weather Impact
How weather conditions influence NFL games and predictions
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.

