2026-27 regular season · October 21, 2026
No betting line for this game, so there is no before-puck-drop or fresh-game number.
Flyers at Sabres, Oct 21, 2026: who deserved to win?
The Flyers beat the Sabres 3–1, but the replays call it close to a coin flip: with the way both teams played, the Flyers win 5 of 10. Luck ran their way: shooting alone was worth 34 points of win probability to the Flyers.
The biggest swing (P1, 5:11 left): Cole Knuble scored on a backhand shot from 8 feet, worth 16 points of win probability to the Flyers.
Final
| 3 | |
| 1 |
Replay with same day's form
Luck index +47 Flyers lucky · −47 Sabres
Each team’s own shots from this game, resampled into new games 4,000 times, each a goal at its chance, with the power plays the penalties gave and the pulled goalie at the end: with the way both teams actually played, how often does this performance win? How the replay works
Ten replays. Flyers win 5, Sabres win 5.
- 1 PHI 8 BUF 3
- 2 PHI 8 BUF 5
- 3 PHI 6 BUF 4
- 4 PHI 4 BUF 3
- 5 PHI 6 BUF 5
- 6 PHI 5 BUF 6
- 7 PHI 1 BUF 2
- 8 PHI 2 BUF 4
- 9 PHI 3 BUF 6
- 10 PHI 0 BUF 4
Our prediction before puck drop
We had the Sabres by 0.7, 61% to win. The Flyers won by 2, a result we gave 39%. The final margin was 2.7 goals from ours; 25% of games like this end further from the forecast than that.
Show as a table
| Outcome | Chance |
|---|---|
| Flyers win | 39.1% |
| Sabres win | 60.9% |
| Middle 50%: Flyers by 1 to Sabres by 3 | 50% |
| Middle 90%: Flyers by 3 to Sabres by 4 | 90% |
| Middle 95%: Flyers by 4 to Sabres by 5 | 95% |
| Exactly Sabres by 1 | 22.3% |
| Exactly Flyers by 1 | 17.8% |
| Exactly Sabres by 3 | 15.3% |
| Exactly Sabres by 2 | 11.4% |
| Exactly Flyers by 3 | 8.2% |
Most of the distance between a forecast and a final score is luck: a hot goalie, a post or a deflection moves a hockey score more than anything known before the game. Made Wed, Oct 21, 2:53 pm ET and frozen at puck drop. How our predictions have done
Three other ways to ask
Each answers a different question, so none of them replaces the replay above.
Before puck drop
No closing line for this game.
Same teams, fresh game
Needs the closing line, which this game has not got.
Only coin-flips re-rolled
Every shot redrawn at its chance, overtime and the shootout replayed as near coin flips; the shots themselves and every call fixed. The narrowest view of luck.
How 4,000 replays ended
Flyers win 53% of them, Sabres 47%. The line is what actually happened: Flyers by 2.
Show as a table
| Final margin in the replays | Share of replays |
|---|---|
| Flyers by 3+ | 24.7% |
| Flyers by 2 | 9.7% |
| Flyers by 1 | 18.7% |
| Sabres by 1 | 18.6% |
| Sabres by 2 | 8.7% |
| Sabres by 3+ | 19.6% |
Where the luck was
What the luck was worth
Every lucky and unlucky play, weighted by the moment it happened: its swing in win probability, added up by kind. A post hit in a blowout counts for nothing; the same post with a minute left in a tie game can be most of a win.
| Shooting | Unblocked attempts | Goals | Expected goals | Above expected |
|---|---|---|---|---|
| 39 | 3 | 3.46 | −0.46 | |
| 40 | 1 | 4.12 | −3.12 |
Regulation with both goalies in. Expected goals: our model of each shot’s chance from where and how it was taken (distance, angle, shot type, rebound, rush, strength), adjusted for the shooter’s and the goalie’s records. A team above expected finished better or met a weaker night in goal; 75% of the gap counts as luck (why that share).
Calls
Every penalty that put a team on the power play, and every goal taken off the board on review, with what it did to the helped team’s chance of winning at that moment. Calls don’t count toward luck by default: who draws penalties repeats from game to game like a skill (how calls are valued). Switch them on below.
| When | Call | Win probability for |
|---|---|---|
| P1 18:04 | Tripping on the Flyers (Simon Benoit): 2 minutes on the power play | +4% BUF |
| P1 3:30 | Roughing on the Flyers (Nick Seeler): 2 minutes on the power play | +4% BUF |
| P1 2:09 | Slashing on the Sabres (Noah Ostlund): 2 minutes on the power play | +4% PHI |
| P1 0:01 | Tripping on the Sabres (Jack Quinn): 2 minutes on the power play | +3% PHI |
| P2 5:15 | Slashing on the Sabres (Jason Zucker): 2 minutes on the power play | +3% PHI |
| P2 4:28 | High sticking on the Sabres (Owen Power): 2 minutes on the power play | +3% PHI |
| P2 2:22 | High sticking on the Flyers (Travis Sanheim): 2 minutes on the power play | +3% BUF |
| P3 4:47 | Instigator on the Sabres (Mattias Samuelsson): 2 minutes on the power play | +1% PHI |
When it happened
Sabres’ chance of winning
As low as 0% and as high as 54%. Numbers mark the biggest luck moments, listed below.
| # | When | What happened | Win probability for | Next drive |
|---|---|---|---|---|
| 1 | P1 16:34 | Noah Ostlund’s between-the-legs shot from 8 feet was savedShooting · 33% chance | +5% PHI | – |
| 2 | P1 5:11 | Cole Knuble scored on a backhand shot from 8 feetShooting · 12% chance | +16% PHI | – |
| 3 | P1 4:59 | Ryan McLeod’s snap shot from 7 feet was savedShooting · 26% chance | +5% PHI | – |
| 4 | P1 4:58 | Beck Malenstyn’s snap shot from 5 feet was savedShooting · 27% chance | +5% PHI | – |
| 5 | P1 2:09 | Slashing on the Sabres (Noah Ostlund): 2 minutes on the power playPenalty calls | +4% PHI | – |
| 6 | P1 0:43 | Trevor Zegras scored on a bat shot from 4 feetShooting · 31% chance | +11% PHI | – |
| 7 | P2 0:35 | Jason Zucker scored on a deflected shot from 3 feetShooting · 39% chance | +10% BUF | – |
| 8 | P3 16:57 | Cole Knuble scored on a wrist shot from 6 feetShooting · 5% chance | +15% PHI | – |
Adjust the assumptions
Think finishing is more skill than we do, or that the calls were luck? Change it and the coin-flip replay reruns in your browser.
Only coin-flips re-rolled
Flyers 56% · Sabres 44%
- Final margin
- Flyers by 2
- Luck in goals
- 2.0 for the Flyers
- Luck-adjusted margin
- even
- Replay with same day's form
- Flyers 53% · Sabres 47% unchanged: why
About these numbers
Play-by-play from the NHL via fastRhockey; expected goals, in-game win probability and the replays are our own models, fitted on every game since 2018-19 (methodology and validation). Blocked shots aren’t replayed (their location is the block’s, not the shot’s). No betting line for this game, so there is no before-puck-drop or fresh-game number.
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