xJawn NHL expected goals

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SEA 6 – 1 CGY

Seattle Kraken at Calgary Flames

Final · Oct 1, 2026
2026-27 · regular season
The call
CGY 51.7% ✗
expected 2.93–3.03 · SEA won 6–1
actual xG
4.24–2.64
xG share, predicted → actual
SEA 49% → 62%51% → 38% 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
6 1
Expected goals
4.24 2.64
xG%share of xG
62% 38%
High-dangerattempts ≥ 0.20 xG
4 0
Shots on goal
32 25
Attempts
59 64
xG by period · whole game 1st0.5–1.02nd1.7–0.83rd2.0–0.8

The Kraken beat the Flames 6–1 on the road, and the chances agreed: SEA out-created CGY 4.2–2.6 in expected goals. The Kraken power play made 1.2 xG on 12 attempts.

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+1.5−1.5+2−2SEA 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
SEAJordan Eberle 1st9:10 PP 0.31
SEAVince Dunn 1st9:42 0.01
SEAFreddy Gaudreau 1st19:30 0.05
SEAChandler Stephenson 3rd3:13 0.21
SEAMatty Beniers 3rd4:04 0.09
SEAKaapo Kakko 3rd17:01 0.17
CGYRyan Strome 3rd16:35 0.01
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
0.50.5111.51.5222.52.50Jordan EberleF17:52+2.02Chandler StephensonF16:59+1.73Bobby McMannF16:05+1.45Vince DunnD20:37+1.24Brandon MontourD24:11+1.19Jared McCannF17:54+1.13Ryker EvansD20:42+1.04Berkly CattonF19:00+0.47Adam LarssonD18:48+0.14Shane WrightF15:55+0.08Ryan WintertonF16:17+0.03Matty BeniersF16:58-0.01Curtis DouglasF5:58-0.10Kaapo KakkoF16:49-0.12Jacob MelansonF9:31-0.26Ryan LindgrenD14:28-0.57Freddy GaudreauF13:58-0.75Josh MahuraD14:28-0.83
0.50.5111.51.50Jordan EberleF12:40+1.07Brandon MontourD18:12+1.01Ryker EvansD18:23+1.01Chandler StephensonF11:54+0.90Bobby McMannF12:10+0.67Vince DunnD16:18+0.40Berkly CattonF14:56+0.27Adam LarssonD17:24+0.16Jared McCannF10:42+0.09Ryan WintertonF15:52+0.03Shane WrightF13:07+0.02Curtis DouglasF5:58-0.10Kaapo KakkoF13:31-0.11Matty BeniersF12:31-0.13Jacob MelansonF8:57-0.20Ryan LindgrenD13:08-0.55Freddy GaudreauF12:34-0.68Josh MahuraD14:28-0.83
0.50.5110Jared McCannF5:12+1.01Jordan EberleF4:32+0.96Vince DunnD4:19+0.84Chandler StephensonF4:05+0.84Bobby McMannF3:25+0.79Berkly CattonF4:04+0.20Brandon MontourD3:58+0.20Matty BeniersF3:18+0.08Shane WrightF2:48+0.06Ryker EvansD0:21+0.05Jacob MelansonF0:05+0.00Kaapo KakkoF3:18-0.01
0.250.250Ryan WintertonF0:25+0.00Jordan EberleF0:10+0.00Chandler StephensonF0:30-0.00Matty BeniersF0:19-0.00Jared McCannF0:40-0.01Adam LarssonD1:24-0.02Ryan LindgrenD1:20-0.02Brandon MontourD0:41-0.06Ryker EvansD0:38-0.06Jacob MelansonF0:29-0.06Freddy GaudreauF1:24-0.07
CGY
against for own net ice time
0.50.5111.51.50Connor ZaryF13:19+0.10Zayne ParekhD17:47+0.05Morgan FrostF12:48-0.04Matvei GridinF12:10-0.11Samuel HonzekF15:32-0.11Matt CoronatoF13:34-0.19Ryan StromeF16:01-0.28Joel FarabeeF17:11-0.28Simon NemecD21:18-0.32Jacob MiddletonD20:55-0.35Yegor SharangovichF17:14-0.39Martin PospisilF12:40-0.43Kevin BahlD21:07-0.44Maksim TsyplakovF12:28-0.51Adam KlapkaF11:29-0.56Mikael BacklundF17:07-0.69Zach WhitecloudD19:14-1.11Yan KuznetsovD18:10-1.12
0.50.5111.51.50Samuel HonzekF12:06+0.17Yegor SharangovichF13:16+0.09Connor ZaryF12:27+0.09Jacob MiddletonD15:34+0.06Joel FarabeeF12:48-0.00Zayne ParekhD16:29-0.01Ryan StromeF13:45-0.06Kevin BahlD16:55-0.09Morgan FrostF11:24-0.13Matvei GridinF11:02-0.17Mikael BacklundF12:50-0.17Martin PospisilF10:47-0.24Simon NemecD18:44-0.24Matt CoronatoF12:13-0.28Yan KuznetsovD14:37-0.41Zach WhitecloudD14:52-0.52Maksim TsyplakovF11:37-0.53Adam KlapkaF11:29-0.56
0.250.250Zayne ParekhD1:17+0.06Morgan FrostF1:10+0.06Matt CoronatoF1:09+0.06Joel FarabeeF1:08+0.06Matvei GridinF1:08+0.06Yegor SharangovichF0:52+0.01Connor ZaryF0:52+0.01Maksim TsyplakovF0:51+0.01Ryan StromeF0:45+0.01Simon NemecD0:43+0.01Yan KuznetsovD0:05+0.00
0.250.250.50.50.750.750Morgan FrostF0:14+0.04Matt CoronatoF0:12+0.04Zayne ParekhD0:01+0.00Simon NemecD0:31-0.05Martin PospisilF1:53-0.19Ryan StromeF1:01-0.23Samuel HonzekF3:26-0.28Joel FarabeeF1:55-0.30Kevin BahlD3:42-0.36Jacob MiddletonD5:21-0.41Mikael BacklundF3:27-0.48Yegor SharangovichF2:36-0.49Zach WhitecloudD3:32-0.55Yan KuznetsovD3:28-0.71

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
WolfStromeSharangovichZaryBacklundFarabeeHonzekFrostCoronatoGridinPospisilKlapkaTsyplakovBahlNemecMiddletonParekhWhitecloudKuznetsovGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3DaccordWintertonWrightCattonMcCannKakkoBeniersEberleStephensonMcMannGaudreauDouglasMelansonMontourEvansLarssonDunnLindgrenMahura
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 51.7% favorite, expecting a 2.93–3.03 game — SEA won 6–1, so the call missed. 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 2.934.24 2.152.99 0.651.19
CGY 3.032.64 2.372.39 0.530.08

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 7.2% tied after regulation — OT/SO decides
3–3 7.1% tied after regulation — OT/SO decides
2–4 4.1%
4–4 4.0% tied after regulation — OT/SO decides
4–2 3.8%
6–1 0.7% what happened
5.4%4.9%015.7%14.7%122.8%22.1%222.1%22.1%316.3%16.9%49.7%10.4%54.8%5.3%62.0%2.3%71.1%1.3%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 51.7% favorite — CGY controls 50.8% of the predicted xG. Of SEA's 2.93 expected goals, 2.15 should come at 5v5 and 0.65 on the power play; CGY projects 2.37 at 5v5 and 0.53 on the power play. The logistic challenger put the home side at 50.3%, Elo at 58.3%.

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 →