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Ottawa Senators at Philadelphia Flyers

NHLregular • 2026-27 Season
completed
Flyers logo
Flyers
Philadelphia
3
vs
Senators logo
Senators
Ottawa
1
PHI 37%63% OTT
Prediction Confidence:
Moderate

Ottawa Senators 63% to win. The top 3 signals favoring Senators:

  • Recent Form. Senators (6-2) in better form than Flyers (0-6)
  • Injuries. Senators healthier: 3 out, 0 doubtful vs Flyers 4 out, 0 doubtful
  • ELO Rating. Flyers ELO 1454 vs Senators ELO 1515 (diff: -61)

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VenueXfinity Mobile Arena
Philadelphia, PA

Team Comparison

Head-to-head snapshot based on our model inputs

Senators (away)
Flyers (home)
63%
Win probability
37%
0
High-impact factors
0
3
Players ruled out
5

Post-Game Analysis

How our model performed

The Flyers defeated the Senators 3-1.

Our model predicted the Senators would win with 63% confidence, but the Flyers pulled off the upset. These outcomes are what keep sports compelling -- and help our model learn.

Looking at the factors our model weighed:

  • Recent Form favored the Senators and was a notable factor: Senators (6-2) in better form than Flyers (0-6)
  • Injuries favored the Senators and was a notable factor: Senators healthier: 3 out, 0 doubtful vs Flyers 4 out, 0 doubtful
  • ELO Rating favored the Senators and was a contributing factor: Flyers ELO 1454 vs Senators ELO 1515 (diff: -61)
  • Both teams are dealing with injuries -- the Flyers have 5 player(s) ruled out, while the Senators have 3.

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

Flyers won 3-1

Flyers won in a close game

Prediction IncorrectWe predicted Senators at 63%

Key Factors

What's driving the win probability for this game

  • Recent FormFavors Ottawa Senators
  • InjuriesFavors Ottawa Senators
  • ELO RatingFavors Ottawa Senators
  • Home Field AdvantageFavors Philadelphia Flyers
  • Rest DaysFavors Ottawa Senators
  • Turnover DifferentialNeutral
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What's Driving This Game

Each factor's contribution to the final win probability

OTT
PHI
Recent Form
Injuries
ELO Rating
Home Field Advantage
Rest Days
Favours OTT|Favours PHI

Premium feature: factor breakdown

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Model vs. Market

Comparing our model against market-implied probabilities

Flyers

Our Model37%

Senators

Our Model63%

Understanding the win probability calculation

Model version: 1.1.0 • Calculated: 10/17/2026, 10:45:02 PM

Flyers

Cam YorkD(Upper Body)
OUT
Rasmus RistolainenD(Upper Body)
OUT
Nikita GrebenkinRW(Back)
OUT
Travis KonecnyRW(Lower Body)
OUT
Owen TippettRW(Upper Body)
OUT

Senators

Jake SandersonD(Lower Body)
OUT
William EklundLW(Ankle)
OUT
Kurtis MacDermidLW(Upper Body)
OUT

Key Players

Senators

Linus UllmarkG
Samuel ErssonG
Ridly GreigC
Tim StutzleC
Stephen HallidayC

Flyers

Joseph WollG
Dan VladarG
Sean CouturierC
Denver BarkeyC
Christian DvorakC

Learn About Our Analysis

Learn about the factors behind our predictions

Frequently Asked Questions

Flyers has a 37% win probability, while Senators has a 63% win probability based on our analysis.

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

This game is being played at Xfinity Mobile Arena in Philadelphia, PA.

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