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Buffalo Sabres at Toronto Maple Leafs

NHLregular • 2026-27 Season
completed
Maple Leafs logo
Maple Leafs
Toronto
4
vs
Sabres logo
Sabres
Buffalo
5
TOR 57%43% BUF
Prediction Confidence:
Moderate

Toronto Maple Leafs 57% to win. The top 2 signals favoring Maple Leafs:

  • Home Field Advantage. Maple Leafs are 3-3 at home this season; Sabres are 0-4 on the road (divisional game, reduced advantage)
  • Injuries. Maple Leafs less affected by injuries: 7 out, 0 doubtful vs Sabres 7 out, 0 doubtful, but the missing Sabres players matter more

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VenueScotiabank Arena
Toronto, ON

Team Comparison

Head-to-head snapshot based on our model inputs

Sabres (away)
Maple Leafs (home)
43%
Win probability
57%
0
High-impact factors
0
0
Players ruled out
0

Post-Game Analysis

How our model performed

The Sabres defeated the Maple Leafs 5-4.

Our model predicted the Maple Leafs would win with 57% confidence, but the Sabres pulled off the upset. These outcomes are what keep sports compelling -- and help our model learn.

Looking at the factors our model weighed:

  • Home Field Advantage favored the Maple Leafs and was a notable factor: Maple Leafs are 3-3 at home this season; Sabres are 0-4 on the road (divisional game, reduced advantage)
  • Injuries favored the Maple Leafs and was a contributing factor: Maple Leafs less affected by injuries: 7 out, 0 doubtful vs Sabres 7 out, 0 doubtful, but the missing Sabres players ...
  • Rest Days favored the Sabres and was a contributing factor: Sabres rest advantage (2 days rest) over Maple Leafs (1 day rest)
  • Both teams are dealing with injuries -- the Maple Leafs have 7 player(s) ruled out, while the Sabres have 7.

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

Sabres won 4-5

Sabres won in a close game

Prediction IncorrectWe predicted Maple Leafs at 57%

Key Factors

What's driving the win probability for this game

  • Home Field AdvantageFavors Toronto Maple Leafs
  • InjuriesFavors Toronto Maple Leafs
  • Rest DaysFavors Buffalo Sabres
  • ELO RatingFavors Buffalo Sabres
  • Recent FormNeutral
  • Turnover DifferentialNeutral
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What's Driving This Game

Each factor's contribution to the final win probability

BUF
TOR
Home Field Advantage
Injuries
Rest Days
ELO Rating
Recent Form
Favours BUF|Favours TOR

Premium feature: factor breakdown

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Understanding the win probability calculation

Model version: 1.1.0 • Calculated: 10/15/2026, 10:45:02 PM

Key Players

Sabres

Ukko-Pekka LuukkonenG
Colten EllisG
Alex LyonG
Tyson KozakC
Peyton KrebsC

Maple Leafs

Artur AkhtyamovG
Sergei BobrovskyG
Anthony StolarzG
Teddy BluegerC
Aatu RatyC

Learn About Our Analysis

Learn about the factors behind our predictions

Frequently Asked Questions

Maple Leafs has a 57% win probability, while Sabres has a 43% 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 Scotiabank Arena in Toronto, ON.

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