xJawn NHL expected goals

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SEA 2 – 6 CGY

Seattle Kraken at Calgary Flames

Final · Oct 30, 2026
2026-27 · regular season
The call
CGY 50.2% ✓
expected 2.91–2.90 · CGY won 2–6
actual xG
2.22–1.95
xG share, predicted → actual
SEA 50% → 53%50% → 47% CGY
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 SEA's side, the same minutes at both ends: PP = SEA power play · PK = CGY power play · Leading = SEA ahead · ST = each club's own power play.

SEA attacks◀ all strengths
CGY 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: SEA attacks the left net, CGY 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 SEA's side and mirrored for CGY: “SEA PP” shows SEA's power-play attempts on the left and CGY'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
SEA CGY
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
2 6
Expected goals
2.22 1.95
xG%share of xG
53% 47%
High-dangerattempts ≥ 0.20 xG
2 0
Shots on goal
22 27
Attempts
42 53
xG by period · whole game 1st1.4–0.32nd0.4–0.93rd0.4–0.8

The Flames beat the Kraken 6–2 at home in a game the chances called about even, SEA 2.2 to CGY 2.0 in expected goals. CGY scored 6 on 2.0 expected.

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 SEA − CGY xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1+1.5−1.5SEA AHEAD ▲CGY AHEAD ▼
How to read this

One line: cumulative SEA minus CGY expected goals. Above zero SEA is ahead on chances, below zero CGY 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
SEAFreddy Gaudreau 1st11:34 0.62
SEAMackie Samoskevich 2nd18:15 PP 0.12
CGYMorgan Frost 1st2:32 PP 0.07
CGYAydar Suniev 2nd5:45 0.16
CGYMatvei Gridin 2nd8:43 PP 0.05
CGYJoel Farabee 2nd10:40 0.13
CGYMatt Coronato 3rd0:39 0.04
CGYRyan Strome 3rd18:14 0.17
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.

SEA
against for own net ice time
0.50.5111.51.50Mackie SamoskevichF18:54+0.84Chandler StephensonF15:47+0.57Josh MahuraD15:51+0.42Brandon MontourD24:43+0.37Freddy GaudreauF17:56+0.30Bobby McMannF18:29+0.29Jordan EberleF15:46+0.26Matty BeniersF16:01+0.24Cale FleuryD14:41+0.23Curtis DouglasF4:29+0.08Ryker EvansD21:26+0.02Ryan WintertonF12:20-0.04Ben MeyersF13:31-0.21Kaapo KakkoF16:25-0.25Adam LarssonD17:18-0.30Berkly CattonF17:26-0.34Shane WrightF17:18-0.39Vince DunnD19:36-0.54
0.50.5110Chandler StephensonF13:01+0.55Mackie SamoskevichF15:30+0.53Freddy GaudreauF16:05+0.46Josh MahuraD15:51+0.42Matty BeniersF12:39+0.31Jordan EberleF12:32+0.31Bobby McMannF15:25+0.27Cale FleuryD14:41+0.23Brandon MontourD18:54+0.21Ryker EvansD19:14+0.18Curtis DouglasF4:29+0.08Ryan WintertonF11:48-0.04Ben MeyersF12:14-0.05Adam LarssonD16:57-0.23Vince DunnD16:32-0.48Kaapo KakkoF12:38-0.57Berkly CattonF13:34-0.65Shane WrightF13:26-0.70
0.250.250.50.50Kaapo KakkoF3:47+0.33Brandon MontourD3:59+0.31Shane WrightF3:52+0.31Berkly CattonF3:52+0.31Mackie SamoskevichF3:24+0.31Bobby McMannF3:04+0.01Jordan EberleF3:00+0.01Vince DunnD2:52+0.01Chandler StephensonF2:46+0.01Ryker EvansD0:22+0.00Adam LarssonD0:08+0.00Matty BeniersF3:09-0.00
0.250.250Ryan WintertonF0:32+0.00Jordan EberleF0:14-0.07Adam LarssonD0:13-0.07Matty BeniersF0:13-0.07Vince DunnD0:12-0.07Freddy GaudreauF1:51-0.16Brandon MontourD1:50-0.16Ryker EvansD1:50-0.16Ben MeyersF1:17-0.16
CGY
against for own net ice time
0.50.5111.51.50Zayne ParekhD16:32+0.82Aydar SunievF14:14+0.44Simon NemecD21:28+0.42Morgan FrostF16:55+0.38Yegor SharangovichF17:13+0.37Matt CoronatoF13:28+0.35Yan KuznetsovD19:49+0.32Kevin BahlD21:08+0.26Jonathan CastagnaF11:09+0.19Adam KlapkaF11:53+0.18Joel FarabeeF15:18+0.01Mikael BacklundF17:51-0.15Maksim TsyplakovF12:25-0.16Matvei GridinF16:18-0.54Ryan StromeF14:38-0.63Martin PospisilF13:26-0.68Jacob MiddletonD20:03-1.24Zach WhitecloudD19:21-1.32
0.50.5111.51.50Zayne ParekhD14:29+0.59Aydar SunievF14:14+0.44Simon NemecD20:30+0.43Yegor SharangovichF13:24+0.41Kevin BahlD18:59+0.33Yan KuznetsovD16:56+0.32Adam KlapkaF11:53+0.18Jonathan CastagnaF10:40+0.17Morgan FrostF14:44+0.16Matt CoronatoF11:25+0.12Joel FarabeeF10:19+0.09Mikael BacklundF13:42+0.08Maksim TsyplakovF12:25-0.16Martin PospisilF11:17-0.58Ryan StromeF14:38-0.63Matvei GridinF14:15-0.77Jacob MiddletonD16:03-0.91Zach WhitecloudD15:37-1.08
0.250.250Morgan FrostF2:03+0.23Joel FarabeeF2:03+0.23Matt CoronatoF2:03+0.23Zayne ParekhD2:03+0.23Matvei GridinF2:03+0.23
0.250.250.50.50Jonathan CastagnaF0:29+0.02Yan KuznetsovD2:53+0.00Morgan FrostF0:08+0.00Simon NemecD0:58-0.01Yegor SharangovichF3:49-0.04Kevin BahlD2:09-0.07Martin PospisilF2:09-0.09Mikael BacklundF4:09-0.23Zach WhitecloudD3:44-0.24Joel FarabeeF2:56-0.31Jacob MiddletonD4:00-0.33

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.

SEA
on ice power play penalty kill xGA xGF
CGY
on ice power play penalty kill xGA xGF

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
SEA won the chances CGY 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
WolfFrostSharangovichSunievStromePospisilGridinBacklundFarabeeCoronatoKlapkaCastagnaTsyplakovMiddletonWhitecloudKuznetsovNemecBahlParekhGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3GrubauerDaccordKakkoWrightCattonStephensonGaudreauSamoskevichEberleMcMannBeniersDouglasWintertonMeyersMontourEvansLarssonDunnMahuraFleury
How to read this

Rows are SEA's skaters, columns CGY'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 CGY a 50.2% favorite, expecting a 2.91–2.90 game — CGY won 2–6, 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
SEA 2.912.22 2.131.85 0.650.37
CGY 2.901.95 2.271.68 0.510.23

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 — ■ SEA · ■ CGY.

Likeliest finals (SEA–CGY)probability
2–2 7.6% tied after regulation — OT/SO decides
3–3 7.1% tied after regulation — OT/SO decides
4–2 4.0%
2–4 3.9%
4–4 3.7% tied after regulation — OT/SO decides
2–6 1.1% what happened
5.5%5.6%016.0%16.0%123.0%23.0%222.1%22.1%316.2%16.1%49.5%9.5%54.7%4.7%62.0%2.0%71.0%1.0%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 CGY a 50.2% favorite — CGY controls 50.0% of the predicted xG. Of SEA's 2.91 expected goals, 2.13 should come at 5v5 and 0.65 on the power play; CGY projects 2.27 at 5v5 and 0.51 on the power play. The logistic challenger put the home side at 49.3%, Elo at 55.0%.

Why CGY 50.2%
win chance× expected goals
finishing −3.9 CGY ×0.98 · SEA ×1.07
home ice +3.5 CGY ×1.08 · SEA ×1.00
goaltending +1.5 CGY ×1.00 · SEA ×0.97
schedule −1.0 CGY ×0.98 · SEA ×1.01
5v5 play −0.3 CGY ×0.97 · SEA ×0.97
special teams +0.2 CGY ×0.99 · SEA ×0.99

Win chance is in points toward CGY (bars right of the line push toward CGY, left toward SEA). 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 2.90 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). SEA attacks the left net, CGY 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.

SEACGY
2.60 (28th) Offense
xG for / game
2.43 (30th)
3.09 (19th) Defense
xG against / game
3.00 (17th)
0.63 (25th) Power play
PP xG / game
0.36 (32nd)
0.71 (13th) Penalty kill
PP xG conceded / game
0.68 (11th)

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 →