xJawn NHL expected goals

← Games

Save a card: Summary · Full card · Game flow · CGY skaters · SEA skaters · CGY lines · SEA lines · Matchups

CGY 1 – 6 SEA

Calgary Flames at Seattle Kraken

Final · Oct 4, 2026
2026-27 · regular season
The call
SEA 57.9% ✓
expected 2.66–3.13 · SEA won 1–6
actual xG
2.28–2.42
xG share, predicted → actual
CGY 46% → 48%54% → 52% SEA
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 CGY's side, the same minutes at both ends: PP = CGY power play · PK = SEA power play · Leading = CGY ahead · ST = each club's own power play.

CGY attacks◀ all strengths
SEA 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: CGY attacks the left net, SEA 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 CGY's side and mirrored for SEA: “CGY PP” shows CGY's power-play attempts on the left and SEA'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
CGY SEA
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
1 6
Expected goals
2.28 2.42
xG%share of xG
48% 52%
High-dangerattempts ≥ 0.20 xG
0 0
Shots on goal
33 27
Attempts
83 53
xG by period · whole game 1st0.5–0.82nd0.7–0.93rd1.0–0.7

The Kraken beat the Flames 6–1 at home in a game the chances called about even, CGY 2.3 to SEA 2.4 in expected goals. SEA scored 6 on 2.4 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 CGY − SEA xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5CGY AHEAD ▲SEA AHEAD ▼
How to read this

One line: cumulative CGY minus SEA expected goals. Above zero CGY is ahead on chances, below zero SEA 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
CGYMorgan Frost 3rd14:25 PP 0.17
SEABerkly Catton 1st2:22 0.13
SEAMackie Samoskevich 1st4:40 0.17
SEABobby McMann 1st7:40 0.14
SEAShane Wright 2nd11:58 0.10
SEAMackie Samoskevich 2nd19:34 0.09
SEAJordan Eberle 3rd15:04 0.04
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.

CGY
against for own net ice time
0.50.5111.51.50Joel FarabeeF16:51+0.76Zayne ParekhD20:59+0.59Jacob MiddletonD16:47+0.28Matvei GridinF14:26+0.20Matt CoronatoF22:02+0.16Mikael BacklundF15:16+0.10Samuel HonzekF15:29-0.02Adam KlapkaF11:17-0.03Connor ZaryF13:56-0.04Morgan FrostF17:51-0.07Kevin BahlD19:47-0.09Ryan StromeF14:21-0.15Martin PospisilF13:31-0.15Yegor SharangovichF15:23-0.29Simon NemecD21:14-0.42Zach WhitecloudD18:59-0.48Yan KuznetsovD19:32-0.48Maksim TsyplakovF12:19-0.59
0.50.5110Joel FarabeeF14:04+0.45Jacob MiddletonD16:47+0.28Zayne ParekhD18:12+0.28Mikael BacklundF15:16+0.10Samuel HonzekF15:27-0.02Adam KlapkaF11:17-0.03Connor ZaryF13:51-0.04Kevin BahlD19:47-0.09Matvei GridinF11:38-0.11Matt CoronatoF19:12-0.15Ryan StromeF14:17-0.15Martin PospisilF13:31-0.15Yegor SharangovichF15:23-0.29Morgan FrostF15:02-0.38Simon NemecD21:09-0.42Zach WhitecloudD18:59-0.48Yan KuznetsovD19:29-0.48Maksim TsyplakovF12:19-0.59
0.250.250.50.50Matt CoronatoF2:50+0.31Morgan FrostF2:49+0.31Matvei GridinF2:48+0.31Joel FarabeeF2:47+0.31Zayne ParekhD2:47+0.31Connor ZaryF0:05+0.00Simon NemecD0:05+0.00Ryan StromeF0:04+0.00Yan KuznetsovD0:03+0.00Samuel HonzekF0:02+0.00

No penalty kill time for CGY in this game.

SEA
against for own net ice time
0.50.5110Brandon MontourD23:12+0.82Ryker EvansD22:27+0.77Berkly CattonF12:41+0.33Kaapo KakkoF13:15+0.33Jared McCannF15:42+0.30Shane WrightF14:47+0.29Jordan EberleF14:03+0.29Matty BeniersF15:58+0.10Ville OttavainenD15:51+0.07Bobby McMannF15:27+0.05Chandler StephensonF15:46-0.00Mackie SamoskevichF18:49-0.01Vince DunnD18:34-0.27Ryan WintertonF15:39-0.28Curtis DouglasF7:46-0.31Freddy GaudreauF16:50-0.33Ryan LindgrenD18:37-0.46Adam LarssonD21:44-0.62
0.50.5110Brandon MontourD23:07+0.82Ryker EvansD22:22+0.77Berkly CattonF12:41+0.33Kaapo KakkoF13:15+0.33Jared McCannF15:42+0.30Shane WrightF14:47+0.29Jordan EberleF14:03+0.29Matty BeniersF15:58+0.10Ville OttavainenD15:51+0.07Bobby McMannF15:23+0.05Ryan WintertonF12:51+0.03Chandler StephensonF15:42-0.00Mackie SamoskevichF18:49-0.01Freddy GaudreauF14:03-0.02Ryan LindgrenD15:50-0.15Vince DunnD18:34-0.27Curtis DouglasF7:46-0.31Adam LarssonD18:56-0.32

No power play time for SEA in this game.

0.250.250.50.50Brandon MontourD0:05+0.00Ryker EvansD0:05+0.00Chandler StephensonF0:04+0.00Bobby McMannF0:04+0.00Adam LarssonD2:48-0.31Ryan WintertonF2:48-0.31Freddy GaudreauF2:47-0.31Ryan LindgrenD2:47-0.31

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.

CGY
on ice power play penalty kill xGA xGF
POWER-PLAY UNITSPP1Morgan FrostJoel FarabeeMatt CoronatoZayne ParekhMatvei Gridin2:47+0.31SPAREConnor Zary0:05+0.00SPARESimon Nemec0:05+0.00SPARERyan Strome0:04+0.00SPAREYan Kuznetsov0:03+0.00SPARESamuel Honzek0:02+0.001ST2ND3RD00.50.5

No penalty kill time for CGY in this game.

SEA
on ice power play penalty kill xGA xGF

No power play time for SEA in this game.

PENALTY-KILL UNITSPK1Adam LarssonFreddy GaudreauRyan LindgrenRyan Winterton2:47-0.31SPAREBrandon Montour0:05+0.00SPARERyker Evans0:05+0.00SPAREChandler Stephenson0:04+0.00SPAREBobby McMann0:04+0.001ST2ND3RD00.50.5

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
CGY won the chances SEA 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
DaccordMcCannBeniersSamoskevichEberleStephensonMcMannKakkoWrightCattonGaudreauDouglasWintertonMontourEvansLarssonDunnLindgrenOttavainenGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3WolfFrostSharangovichCoronatoBacklundFarabeeGridinStromeZaryHonzekPospisilKlapkaTsyplakovKuznetsovNemecWhitecloudBahlMiddletonParekh
How to read this

Rows are CGY's skaters, columns SEA'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 SEA a 57.9% favorite, expecting a 2.66–3.13 game — SEA won 1–6, 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
CGY 2.662.28 2.081.97 0.470.31
SEA 3.132.42 2.292.42 0.700.00

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 — ■ CGY · ■ SEA.

Likeliest finals (CGY–SEA)probability
2–2 7.5% tied after regulation — OT/SO decides
3–3 7.0% tied after regulation — OT/SO decides
2–4 4.5%
1–3 4.4%
2–3 3.8%
1–6 1.1% what happened
7.1%4.4%018.7%13.7%124.7%21.2%221.7%22.0%314.5%17.4%47.8%11.1%53.5%5.9%61.4%2.7%70.6%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 SEA a 57.9% favorite — SEA controls 54.1% of the predicted xG. Of CGY's 2.66 expected goals, 2.08 should come at 5v5 and 0.47 on the power play; SEA projects 2.29 at 5v5 and 0.70 on the power play. The logistic challenger put the home side at 58.9%, Elo at 58.0%.

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). CGY attacks the left net, SEA 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.

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

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 →