xJawn NHL expected goals

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BUF 3 – 4 WSH

Buffalo Sabres at Washington Capitals

Final / OT · Oct 24, 2026
2026-27 · regular season
The call
WSH 53.1% ✓
expected 3.26–3.46 · WSH won 3–4 in OT
actual xG
2.76–3.73
xG share, predicted → actual
BUF 49% → 43%51% → 57% WSH
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 = WSH power play · Leading = BUF ahead · ST = each club's own power play.

BUF attacks◀ all strengths
WSH 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, WSH 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 WSH: “BUF PP” shows BUF's power-play attempts on the left and WSH'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 WSH
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
3 4
Expected goals
2.76 3.73
xG%share of xG
43% 57%
High-dangerattempts ≥ 0.20 xG
2 3
Shots on goal
21 34
Attempts
55 58
xG by period · whole game 1st0.6–0.72nd1.1–2.03rd0.9–0.6OT0.3–0.4

The Capitals beat the Sabres 4–3 in overtime at home, and the chances agreed: WSH out-created BUF 3.7–2.8 in expected goals. At 5v5: BUF 1.7, WSH 2.7.

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 − WSH xG · bands = power plays · lines = goals
1ST2ND3RDOT+0.5−0.5+1−1+1.5−1.5BUF AHEAD ▲WSH AHEAD ▼
How to read this

One line: cumulative BUF minus WSH expected goals. Above zero BUF is ahead on chances, below zero WSH 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 1st6:27 0.11
BUFJosh Doan 1st10:36 0.06
BUFNoah Ostlund 3rd2:20 0.07
WSHAlex Tuch 1st16:10 0.01
WSHDylan Strome 2nd2:59 0.22
WSHDylan Strome 2nd17:24 0.21
WSHAlex Tuch OT3:42 0.14
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
0.50.5111.51.5222.52.50Rasmus DahlinD27:20+0.70Zach BensonF18:32+0.28Ryan McLeodF17:15+0.05Peyton KrebsF14:21-0.02Noah OstlundF16:25-0.02Konsta HeleniusF12:10-0.04Louis CrevierD7:37-0.04Tage ThompsonF17:00-0.05Beck MalenstynF15:13-0.06Josh DoanF12:40-0.09Dennis GilbertD8:12-0.18Jason ZuckerF13:52-0.27Tyson KozakF13:17-0.51Mattias SamuelssonD25:27-0.51Jack QuinnF17:24-0.53Josh NorrisF17:06-0.64Olen ZellwegerD21:06-0.94Owen PowerD30:09-1.46
0.50.5111.51.50Rasmus DahlinD22:03+0.10Peyton KrebsF14:21-0.02Beck MalenstynF12:03-0.03Konsta HeleniusF12:10-0.04Mattias SamuelssonD22:13-0.06Zach BensonF12:40-0.07Ryan McLeodF11:48-0.10Josh DoanF10:49-0.18Noah OstlundF12:32-0.26Tyson KozakF12:43-0.28Louis CrevierD6:41-0.32Josh NorrisF12:02-0.36Tage ThompsonF13:06-0.37Dennis GilbertD7:17-0.37Jack QuinnF13:11-0.54Jason ZuckerF12:31-0.54Owen PowerD22:39-0.76Olen ZellwegerD19:11-0.81
0.250.250.50.50.750.750Rasmus DahlinD3:07+0.42Ryan McLeodF1:39+0.27Josh NorrisF1:38+0.27Josh DoanF1:27+0.27Jason ZuckerF1:21+0.27Zach BensonF2:37+0.15Jack QuinnF2:34+0.15Noah OstlundF2:21+0.15Tage ThompsonF2:20+0.15Owen PowerD0:54+0.00Mattias SamuelssonD0:02+0.00
0.250.250.50.50Louis CrevierD0:56+0.28Zach BensonF2:20+0.20Dennis GilbertD0:55+0.19Rasmus DahlinD0:16+0.00Noah OstlundF0:13+0.00Jack QuinnF0:11+0.00Beck MalenstynF3:10-0.03Ryan McLeodF2:56-0.06Olen ZellwegerD1:55-0.13Tyson KozakF0:34-0.23Josh NorrisF2:34-0.38Owen PowerD4:48-0.39Mattias SamuelssonD3:12-0.45
WSH
against for own net ice time
0.50.5111.51.5220Dylan StromeF20:59+1.11Jordan KyrouF16:51+1.09Jakob ChychrunD25:01+0.70Alex TuchF22:32+0.53Pierre-Luc DuboisF18:08+0.45Matt RoyD24:04+0.44Aliaksei ProtasF16:48+0.41Ryan LeonardF15:10+0.40Martin FehervaryD23:19+0.29Dylan McIlrathD7:14+0.24Cole HutsonD22:32+0.24Tom WilsonF19:13+0.22Justin SourdifF15:26+0.08Boone JennerF15:04+0.05Alex OvechkinF11:43-0.03Ilya ProtasF9:25-0.26Timothy LiljegrenD15:56-0.41Anthony BeauvillierF7:41-0.58
0.50.5111.51.50Dylan StromeF15:30+1.11Jordan KyrouF13:43+0.99Jakob ChychrunD17:54+0.88Matt RoyD21:18+0.61Alex TuchF16:11+0.61Aliaksei ProtasF14:52+0.53Martin FehervaryD20:25+0.44Boone JennerF12:42+0.28Dylan McIlrathD7:14+0.24Tom WilsonF14:39+0.22Justin SourdifF13:08+0.20Pierre-Luc DuboisF14:31+0.13Ryan LeonardF11:40+0.08Cole HutsonD18:51-0.08Alex OvechkinF7:52-0.13Timothy LiljegrenD14:36-0.13Ilya ProtasF7:13-0.41Anthony BeauvillierF7:41-0.58
0.250.250.50.50Pierre-Luc DuboisF2:51+0.15Alex TuchF2:46+0.15Cole HutsonD2:40+0.15Ryan LeonardF2:39+0.15Ilya ProtasF2:12+0.15Alex OvechkinF3:51+0.10Jakob ChychrunD3:21+0.10Dylan StromeF3:18+0.10Tom WilsonF3:14+0.10Jordan KyrouF3:08+0.10
0.250.250.50.50Cole HutsonD0:04+0.00Pierre-Luc DuboisF0:03+0.00Tom WilsonF1:20-0.11Alex TuchF1:18-0.13Martin FehervaryD2:40-0.15Aliaksei ProtasF1:22-0.18Jakob ChychrunD1:45-0.18Justin SourdifF1:34-0.18Boone JennerF2:22-0.24Matt RoyD2:12-0.24Timothy LiljegrenD1:20-0.27

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
WSH
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 WSH 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
LindgrenTuchStromeKyrouWilsonDuboisProtasJennerSourdifLeonardOvechkinBeauvillierProtasRoyChychrunFehervaryHutsonMcIlrathLiljegrenGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3LuukkonenQuinnOstlundBensonMalenstynKrebsKozakZuckerThompsonNorrisMcLeodDoanHeleniusSamuelssonDahlinPowerZellwegerGilbertCrevier
How to read this

Rows are BUF's skaters, columns WSH'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 WSH a 53.1% favorite, expecting a 3.26–3.46 game — WSH won 3–4, 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 3.262.76 2.241.68 0.830.54
WSH 3.463.73 2.412.68 0.790.53

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 · ■ WSH.

Likeliest finals (BUF–WSH)probability
3–3 6.8% what happened — regulation ended tied; WSH won in OT
2–2 5.4% tied after regulation — OT/SO decides
4–4 4.8% tied after regulation — OT/SO decides
2–4 4.0%
4–2 3.6%
3.9%3.2%012.6%10.9%120.4%18.7%222.0%21.5%317.9%18.6%411.8%13.0%56.5%7.7%63.1%3.8%71.9%2.5%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 WSH a 53.1% favorite — WSH controls 51.5% of the predicted xG. Of BUF's 3.26 expected goals, 2.24 should come at 5v5 and 0.83 on the power play; WSH projects 2.41 at 5v5 and 0.79 on the power play. The logistic challenger put the home side at 51.7%, Elo at 56.8%.

Why WSH 53.1%
win chance× expected goals
home ice +3.8 WSH ×1.08 · BUF ×1.00
5v5 play −2.0 WSH ×1.06 · BUF ×1.11
goaltending +1.8 WSH ×0.97 · BUF ×0.94
special teams −0.5 WSH ×1.00 · BUF ×1.01
finishing +0.2 WSH ×1.06 · BUF ×1.06
schedule −0.2 WSH ×1.01 · BUF ×1.02

Win chance is in points toward WSH (bars right of the line push toward WSH, left toward BUF). Each win-chance number is one-at-a-time: that piece reset to league average (neutral ice, a typical night's rest) on both sides and the game re-priced; the pieces interact, so they don't add up to the call. The multipliers are exact: a league-average team on neutral ice, on a typical night's rest, would expect 2.88 goals in this game, and each side's expected goals is that times its column of multipliers. Special teams reads small because the engine's power-play terms fit near zero, not because special teams don't matter.

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, WSH 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.

BUFWSH
3.14 (9th) Offense
xG for / game
3.30 (5th)
3.19 (26th) Defense
xG against / game
3.17 (22nd)
0.71 (20th) Power play
PP xG / game
0.66 (24th)
0.90 (27th) Penalty kill
PP xG conceded / game
0.93 (28th)

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 →