xJawn NHL expected goals

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CGY 1 – 2 SEA

Calgary Flames at Seattle Kraken

Final / OT · Nov 4, 2026
2026-27 · regular season
The call
SEA 57.9% ✓
expected 2.73–3.20 · SEA won 1–2 in OT
actual xG
2.17–2.07
xG share, predicted → actual
CGY 46% → 51%54% → 49% 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 2
Expected goals
2.17 2.07
xG%share of xG
51% 49%
High-dangerattempts ≥ 0.20 xG
0 1
Shots on goal
26 29
Attempts
63 56
xG by period · whole game 1st0.7–0.62nd0.8–0.73rd0.7–0.6OT0.0–0.2

The Kraken beat the Flames 2–1 in overtime at home in a game the chances called about even, CGY 2.2 to SEA 2.1 in expected goals. At 5v5: CGY 1.9, SEA 1.5.

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
1ST2ND3RDOT+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
CGYYegor Sharangovich 1st12:45 0.04
SEABerkly Catton 2nd13:09 0.04
SEAMatty Beniers OT0:55 0.23
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
0.250.250.50.50.750.75110Morgan FrostF15:14+0.75Aydar SunievF12:10+0.53Ryan StromeF15:26+0.47Martin PospisilF13:18+0.37Yegor SharangovichF16:12+0.33Kevin BahlD20:51+0.25Zayne ParekhD18:11+0.24Simon NemecD22:22+0.17Yan KuznetsovD18:10+0.12Joel FarabeeF19:53+0.07Matvei GridinF15:31-0.04Jonathan CastagnaF13:58-0.07Jacob MiddletonD19:35-0.24Matt CoronatoF17:01-0.24William StromgrenF9:49-0.31Zach WhitecloudD20:14-0.32Adam KlapkaF9:57-0.33Mikael BacklundF18:53-0.47
0.250.250.50.50.750.75110Yegor SharangovichF13:17+0.55Aydar SunievF12:10+0.53Morgan FrostF13:14+0.52Ryan StromeF15:22+0.47Martin PospisilF12:12+0.37Simon NemecD20:58+0.35Kevin BahlD18:19+0.33Yan KuznetsovD15:40+0.20Jacob MiddletonD16:27+0.03Matvei GridinF13:08+0.01Joel FarabeeF15:48+0.00Zayne ParekhD16:11+0.00Jonathan CastagnaF12:07-0.01Zach WhitecloudD17:06-0.05Mikael BacklundF15:59-0.24Matt CoronatoF14:06-0.25William StromgrenF9:49-0.31Adam KlapkaF9:57-0.33
0.250.250Morgan FrostF1:38+0.24Matt CoronatoF1:38+0.24Zayne ParekhD1:38+0.24Matvei GridinF1:31+0.18Joel FarabeeF1:22+0.18Martin PospisilF0:16+0.06Simon NemecD0:07+0.06
0.250.250.50.50Ryan StromeF0:04+0.00Matvei GridinF0:01+0.00Jonathan CastagnaF1:47-0.06Martin PospisilF0:50-0.06Kevin BahlD2:32-0.08Yan KuznetsovD2:30-0.08Joel FarabeeF2:43-0.12Yegor SharangovichF2:55-0.22Mikael BacklundF2:54-0.22Jacob MiddletonD3:08-0.27Zach WhitecloudD3:08-0.27
SEA
against for own net ice time
0.50.5110Vince DunnD23:31+0.36Matty BeniersF18:52+0.35Bobby McMannF19:34+0.29Jordan EberleF17:13+0.25Kaapo KakkoF13:24+0.18Berkly CattonF15:28+0.04Mackie SamoskevichF14:52+0.04Jani NymanF9:16+0.00Ben MeyersF10:28-0.02Brandon MontourD23:51-0.04Ryan WintertonF11:01-0.12Chandler StephensonF20:15-0.19Adam LarssonD21:23-0.25Ville OttavainenD10:56-0.26Josh MahuraD13:15-0.27Ryker EvansD22:55-0.31Freddy GaudreauF16:56-0.35Matthew WoodF17:35-0.42
0.250.250.50.50.750.75110Kaapo KakkoF11:37+0.16Ryan WintertonF9:32+0.07Ben MeyersF9:32+0.04Vince DunnD19:36+0.03Mackie SamoskevichF12:58+0.02Berkly CattonF12:51+0.02Jani NymanF9:12+0.00Adam LarssonD20:07-0.06Jordan EberleF13:51-0.07Josh MahuraD11:58-0.08Matty BeniersF14:31-0.21Brandon MontourD21:21-0.24Ryker EvansD20:58-0.25Bobby McMannF15:50-0.26Ville OttavainenD10:56-0.26Freddy GaudreauF15:55-0.29Chandler StephensonF15:26-0.33Matthew WoodF15:39-0.44
0.250.250.50.50Vince DunnD3:55+0.33Chandler StephensonF3:34+0.33Bobby McMannF3:26+0.33Matty BeniersF3:26+0.33Jordan EberleF3:22+0.33Berkly CattonF2:00+0.02Matthew WoodF1:56+0.02Mackie SamoskevichF1:54+0.02Kaapo KakkoF1:47+0.02Brandon MontourD0:52+0.02Ryker EvansD1:12+0.00Freddy GaudreauF0:17+0.00Ryan WintertonF0:13+0.00Ben MeyersF0:12+0.00Jani NymanF0:04+0.00
0.250.250Ryker EvansD0:23-0.06Freddy GaudreauF0:22-0.06Ben MeyersF0:22-0.06Brandon MontourD0:21-0.06Josh MahuraD1:17-0.18Adam LarssonD1:16-0.18Ryan WintertonF1:16-0.18Chandler StephensonF1:15-0.18

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
SEA
on ice power play penalty kill xGA xGF

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
DaccordEberleMcMannBeniersStephensonGaudreauWoodKakkoSamoskevichCattonWintertonNymanMeyersMontourEvansLarssonDunnMahuraOttavainenGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3WolfBacklundFarabeeCoronatoFrostSharangovichSunievStromePospisilGridinStromgrenKlapkaCastagnaBahlNemecMiddletonWhitecloudKuznetsovParekh
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 2.73–3.20 game — SEA won 1–2, 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 2.732.17 2.131.92 0.480.24
SEA 3.202.07 2.341.49 0.710.34

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 7.2% tied after regulation — OT/SO decides
3–3 7.0% tied after regulation — OT/SO decides
2–4 4.6%
1–3 4.2%
4–4 3.8% tied after regulation — OT/SO decides
1–1 3.3% what happened — regulation ended tied; SEA won in OT
6.7%4.1%018.0%13.1%124.3%20.7%221.9%22.0%314.9%17.7%48.2%11.5%53.8%6.3%61.5%2.9%70.7%1.7%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 54.0% of the predicted xG. Of CGY's 2.73 expected goals, 2.13 should come at 5v5 and 0.48 on the power play; SEA projects 2.34 at 5v5 and 0.71 on the power play. The logistic challenger put the home side at 57.5%, Elo at 58.1%.

Why SEA 57.9%
win chance× expected goals
home ice +3.6 SEA ×1.08 · CGY ×1.00
finishing +3.5 SEA ×1.07 · CGY ×0.99
goaltending −2.0 SEA ×0.96 · CGY ×1.01
schedule +1.6 SEA ×1.02 · CGY ×0.99
5v5 play +0.7 SEA ×0.98 · CGY ×0.96
special teams −0.0 SEA ×0.99 · CGY ×0.99

Win chance is in points toward SEA (bars right of the line push toward SEA, left toward CGY). 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 2.91 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). 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 →