xJawn NHL expected goals

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BUF 5 – 4 TOR

Buffalo Sabres at Toronto Maple Leafs

Final / OT · Oct 15, 2026
2026-27 · regular season
The call
BUF 53.4% ✓
expected 3.29–3.11 · BUF won 5–4 in OT
actual xG
3.14–2.74
xG share, predicted → actual
BUF 51% → 53%49% → 47% TOR
Today's puzzle Remember Some Guys — name the skater from the shape of his career. Three clues, one guess a day. Play →
On the ice
Adjusts with rink filters

Strength and score are read from BUF's side, the same minutes at both ends: PP = BUF power play · PK = TOR power play · Leading = BUF ahead · ST = each club's own power play.

BUF attacks◀ all strengths
TOR attacksall strengths ▶
× goal• on net ◦ missed· blocked hover any attempt for the shooter, its xG and everything the model saw
How to read this map

One rink, both teams: BUF attacks the left net, TOR the right. Every attempt is a Gaussian bump of height = its model xG. The controls switch the surface (xG heatmap ↔ vs league) and the markers; vs league compares this game against a typical NHL team-game under the same filter (2026-27 regular season, 283 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from BUF's side and mirrored for TOR: “BUF PP” shows BUF's power-play attempts on the left and TOR's shorthanded attempts on the right — the same minutes of the game at both ends. Empty-net attempts are excluded unless you include them. The Player control narrows the map and the rows beneath it to the attempts by either club while one player was on the ice (for a goalie, while he was in net); his own attempts wear a blue ring. vs league switches off while a player is picked — the league baseline is a whole team-game, which one player's slice is not. Hover any attempt for the shooter, the result, its xG, and the inputs behind it: clock, strength, score, shot type, distance, angle, handedness, rush/rebound, what happened just before, and the goalie or the blocker.

What each side produced

all strengths · this game
BUF TOR
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
5 4
Expected goals
3.14 2.74
xG%share of xG
53% 47%
High-dangerattempts ≥ 0.20 xG
2 3
Shots on goal
35 30
Attempts
60 47
xG by period · whole game 1st0.8–1.32nd1.2–1.23rd0.5–0.2OT0.7–0.1

The Sabres beat the Maple Leafs 5–4 in overtime on the road in a game the chances called about even, BUF 3.1 to TOR 2.7 in expected goals. At 5v5: BUF 1.9, TOR 2.1.

Counts come from the shot table behind the map: empty-net attempts and the shootout are excluded, so the goals here can trail the official final by an empty-netter or the shootout's deciding goal. Same numbers as the post-game cards.

As the game went

all situations · this game
cumulative BUF − TOR xG · bands = power plays · lines = goals
1ST2ND3RDOT+0.5−0.5+1−1BUF AHEAD ▲TOR AHEAD ▼
How to read this

One line: cumulative BUF minus TOR expected goals. Above zero BUF is ahead on chances, below zero TOR is. Shaded bands are power plays in the side's colour; vertical lines are goals.

Goals

this game
xG = the chance, before it went in
TeamScorerPeriodTimexG
BUFJack Quinn 1st3:35 0.17
BUFJack Quinn 2nd2:41 0.09
BUFDennis Gilbert 3rd10:05 0.02
BUFMattias Samuelsson 3rd12:16 0.06
BUFOwen Power OT3:14 0.21
TORAuston Matthews 1st2:24 0.24
TORKirill Marchenko 1st13:10 PP 0.16
TORKirill Marchenko 2nd11:13 0.05
TORKirill Marchenko 2nd16:51 0.21
Who

Skaters

all · whole game · this game
on-ice xG for and against, his own attempts, the net
strength
period
sort
How to read this

Every skater: on-ice xG against to the left of zero, for to the right, his own attempts as the solid bar, a hash at the net. The slim track under the name is ice time. The chart opens sorted by net, best first; pick another key to re-order it, and click the same key again to flip it. A name opens the player's page. Pick a period and every bar re-lays for that period alone on the same scale as the whole game, so the three periods add up to it; a skater who did not play in it fades to the bottom.

BUF
against for own net ice time
0.50.5111.51.5220Noah OstlundF21:39+1.45Owen PowerD28:01+0.90Jack QuinnF18:04+0.82Zach BensonF21:18+0.72Dennis GilbertD10:37+0.69Tage ThompsonF21:11+0.44Louis CrevierD16:26+0.18Josh NorrisF14:50+0.03Konsta HeleniusF15:11-0.16Ryan McLeodF18:38-0.17Sam CarrickF5:46-0.18Justin DanforthF6:08-0.24Beck MalenstynF8:03-0.31Zach MetsaD12:36-0.34Peyton KrebsF16:22-0.57Josh DoanF17:22-0.66Olen ZellwegerD24:28-0.71Mattias SamuelssonD28:24-0.78
0.50.5110Dennis GilbertD10:37+0.69Noah OstlundF17:22+0.31Zach BensonF17:12+0.31Louis CrevierD14:49+0.29Jack QuinnF15:57+0.25Ryan McLeodF14:25+0.07Konsta HeleniusF13:36+0.03Josh NorrisF12:29+0.03Owen PowerD22:28-0.07Justin DanforthF6:01-0.08Beck MalenstynF6:25-0.09Sam CarrickF5:46-0.18Mattias SamuelssonD24:31-0.31Tage ThompsonF17:15-0.38Zach MetsaD11:23-0.43Olen ZellwegerD21:48-0.52Peyton KrebsF16:22-0.57Josh DoanF16:14-0.73
0.250.250.50.50Owen PowerD1:44+0.42Noah OstlundF1:44+0.42Zach BensonF1:44+0.42Tage ThompsonF1:39+0.42Jack QuinnF1:18+0.36Josh DoanF1:08+0.07Ryan McLeodF0:47+0.01Josh NorrisF0:42+0.01Olen ZellwegerD0:42+0.01Konsta HeleniusF0:42+0.01
0.250.250.50.50Noah OstlundF1:03+0.10Zach MetsaD0:41+0.10Olen ZellwegerD0:12+0.00Tage ThompsonF0:08+0.00Zach BensonF1:32-0.00Ryan McLeodF1:47-0.05Owen PowerD1:15-0.06Louis CrevierD1:37-0.11Justin DanforthF0:07-0.16Beck MalenstynF1:31-0.22Mattias SamuelssonD2:23-0.27
TOR
against for own net ice time
0.50.5111.51.5220William NylanderF22:18+0.64Auston MatthewsF22:14+0.60Darren RaddyshD27:09+0.53Oliver Ekman-LarssonD19:35+0.48Easton CowanF16:39+0.38Nick BlankenburgD15:37+0.29Brandon DuhaimeF11:42+0.25Zack MacEwenF5:27+0.06Gavin McKennaF6:36+0.02Colton SissonsF17:49-0.23Teddy BluegerF14:43-0.24Jake McCabeD23:30-0.25John TavaresF11:47-0.30Jack RoslovicF19:04-0.31Nick PaulF17:13-0.35Kirill MarchenkoF18:36-0.60Morgan RiellyD18:35-0.72Troy StecherD17:08-0.75
0.50.5110Darren RaddyshD21:22+0.45Oliver Ekman-LarssonD17:38+0.44Easton CowanF15:23+0.38Nick BlankenburgD14:04+0.30Auston MatthewsF16:09+0.30William NylanderF17:33+0.27Brandon DuhaimeF11:09+0.26Jack RoslovicF16:38+0.21Colton SissonsF15:01+0.18Teddy BluegerF13:01+0.18Jake McCabeD20:57+0.15Zack MacEwenF5:27+0.06Gavin McKennaF6:36+0.02Kirill MarchenkoF15:21-0.14Nick PaulF16:16-0.33Troy StecherD15:50-0.39Morgan RiellyD16:16-0.40John TavaresF9:59-0.56
0.250.250.50.50John TavaresF1:48+0.27Auston MatthewsF3:04+0.16William NylanderF2:53+0.16Darren RaddyshD2:53+0.16Kirill MarchenkoF2:14+0.16Jack RoslovicF0:50+0.00Nick BlankenburgD0:11+0.00Easton CowanF0:11+0.00Jake McCabeD0:12+0.00Morgan RiellyD1:04-0.10
0.250.250.50.50Easton CowanF0:11+0.00Nick PaulF0:36-0.01Brandon DuhaimeF0:33-0.01Morgan RiellyD0:31-0.01Darren RaddyshD1:13-0.07Troy StecherD1:18-0.36Colton SissonsF1:50-0.42Jake McCabeD1:50-0.42Teddy BluegerF1:42-0.42

Lines & pairs

all · whole game · this game
most-used units · when they played · on-ice xG lines are by strength · 5v5 shown
strength
period
sort
How to read this

The units that actually played together most at the chosen strength — forward lines and defence pairs at 5v5, the whole group on the ice on the power play or the kill — each with when it was on the ice at that strength across the game clock (period and power-play bands behind the strip) and on-ice xG against / for while the whole unit was out, at that strength only. Sorted by time together; pick another key to re-order, and a name opens the player's page. Pick a period and the strip veils the rest of the game while the bars re-lay for that period alone, on the whole game's scale.

BUF
on ice power play penalty kill xGA xGF
TOR
on ice power play penalty kill xGA xGF

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
BUF won the chances TOR won them full colour = a margin of 0.75 xG or more taller = more time together (full height at 12:00) on together, dead even never on together G = goalie: his row or column is each skater against the whole other team
BobrovskyNylanderRoslovicMatthewsTavaresPaulMarchenkoSissonsCowanMcKennaBluegerDuhaimeMacEwenMcCabeRaddyshRiellyStecherEkman-LarssonBlankenburgGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3LuukkonenQuinnOstlundBensonThompsonMcLeodDoanNorrisKrebsHeleniusCarrickMalenstynDanforthSamuelssonZellwegerPowerMetsaGilbertCrevier
How to read this

Rows are BUF's skaters, columns TOR's, grouped the way they played: forward lines (L1 = the line that played together most), then defence pairs. Each cell covers the five-on-five time those two players shared the ice. Its colour is the club that out-chanced the other in that time — expected goals for minus against — and the stronger the colour, the bigger the margin. Each cell is also raised: the taller the block, the longer the two shared the ice, up to full height at 12:00 of five-on-five time. A grey cell means they met and it came out even; an open, flat one means they never met at five-on-five.

The first row and column are the goalies. A goalie is in net for every five-on-five second, so a skater's cell against the other side's goalie is all of that skater's five-on-five time against that team — the rest of his row or column added up — and the corner where the two goalies meet is the game's five-on-five. Those cells cover far more time than any pair, so they reach full colour sooner and stand at full height, a wall along each edge of the grid. A goalie change adds a second goalie row or column, each covering his own time.

Linemates share the ice, so a line against a line reads as a block. The margin is a total, not a rate: a long matchup has room to build a big gap and a thirty-second one does not — which is what the height is there to show: a tall, strong cell is the game's story; a short, strong one is a moment. Hover (or tap) any cell for the exact time together, the xG each way, attempts and goals. One game — a strong cell is what happened, not what would happen again.

The model

The prediction, scored

🔒 pregame · this game

Before puck drop the engine made BUF a 53.4% favorite, expecting a 3.29–3.11 game — BUF won 5–4, so the call landed. Every number in this section was issued before the game and is never re-graded.

pred. xGactual xG pred. 5v5actual 5v5 pred. STactual PP
BUF 3.293.14 2.231.87 0.770.43
TOR 3.112.74 1.922.15 0.900.27

Predicted 5v5 / special-teams portions come from the predicted map's strength splits (one shared scale per team pins the all-strengths total to its expected goals), so they don't sum exactly — the remainder is 4v4, 3v3, and other mixed states. The actual columns are the card's own counts (empty-net attempts excluded); the actual PP column is power-play xG only, the same bucket the predicted map's special-teams view draws.

The pregame score grid

🔒 pregame · this game

The likeliest finals the engine saw before the game, with what actually happened marked — ■ BUF · ■ TOR.

Likeliest finals (BUF–TOR)probability
3–3 7.0% tied after regulation — OT/SO decides
2–2 6.2% tied after regulation — OT/SO decides
4–4 4.5% what happened — regulation ended tied; BUF won in OT
4–2 4.1%
2–4 3.7%
3.8%4.6%012.3%14.0%120.1%21.5%221.9%22.1%318.1%17.2%412.0%10.8%56.7%5.7%63.2%2.6%72.0%1.5%8+

Scoreline odds are the engine's own grid: each team's goals as a Poisson count, with the fitted adjustment for how often games end tied after regulation (ρ = 0.35), so these odds and the headline win probability come from the same numbers. The OT/SO layer is a separate fitted model and is already inside the headline win probability.

The pregame read

🔒 pregame · this game

The engine made BUF a 53.4% favorite — TOR controls 48.6% of the predicted xG. Of BUF's 3.29 expected goals, 2.23 should come at 5v5 and 0.77 on the power play; TOR projects 1.92 at 5v5 and 0.90 on the power play. The logistic challenger put the home side at 42.9%, Elo at 50.4%.

Where the engine expected the goals

🔒 pregame · this game

The predicted surface, issued before puck drop — not this game's shots (those are the card's map above). BUF attacks the left net, TOR the right; each end multiplies where the attacking team generates xG this season by where its opponent concedes it, scaled so each end totals the engine's expected goals. Actual shots lays the game's unblocked attempts on top: × goals, • on net, ◦ missed.

Context

Tale of the tape

season to date

How each team fares on its own, season to date: per-game xG rates with league rank (of 32). Rank 1 is best on every row — orange ranks sit in the top third of the league, gray in the bottom third.

BUFTOR
3.14 (9th) Offense
xG for / game
2.73 (24th)
3.19 (26th) Defense
xG against / game
3.17 (24th)
0.71 (20th) Power play
PP xG / game
0.75 (17th)
0.90 (27th) Penalty kill
PP xG conceded / game
0.82 (21st)

Season-to-date form as of the site's latest build, shown for context — the ratings the engine actually used were its own as-of-game-day state. Replay this matchup in the lab →