xJawn NHL expected goals

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ANA 4 – 2 CGY

Anaheim Ducks at Calgary Flames

Final · Oct 10, 2026
2026-27 · regular season
The call
CGY 52.3% ✗
expected 3.00–3.16 · ANA won 4–2
actual xG
2.33–3.40
xG share, predicted → actual
ANA 49% → 41%51% → 59% 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 ANA's side, the same minutes at both ends: PP = ANA power play · PK = CGY power play · Leading = ANA ahead · ST = each club's own power play.

ANA 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: ANA 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 ANA's side and mirrored for CGY: “ANA PP” shows ANA'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
ANA CGY
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
4 2
Expected goals
2.33 3.40
xG%share of xG
41% 59%
High-dangerattempts ≥ 0.20 xG
0 3
Shots on goal
28 29
Attempts
54 70
xG by period · whole game 1st0.8–1.12nd0.7–1.13rd0.8–1.2

The Ducks beat the Flames 4–2 on the road despite being out-created 3.4–2.3 in expected goals. That is a finishing-and-goaltending win. At 5v5: ANA 2.0, CGY 2.8.

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

One line: cumulative ANA minus CGY expected goals. Above zero ANA 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
ANAJackson LaCombe 1st10:02 PP 0.19
ANAFrank Vatrano 1st19:15 0.19
ANARyan Poehling 3rd5:35 SH 0.17
ANANikita Nesterenko 3rd17:03 0.17
CGYMorgan Frost 1st15:03 0.22
CGYAydar Suniev 2nd17:54 0.03
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.

ANA
against for own net ice time
0.50.5111.51.50Nikita NesterenkoF14:04+0.38Mikael GranlundF19:23+0.18Jackson LaCombeD17:01+0.17Cutter GauthierF2:18+0.02Alex KillornF18:37-0.06Tristan LuneauD23:42-0.08Tyson HindsD19:21-0.09Jeff MalottF11:37-0.10Ryan PoehlingF11:49-0.20Leo CarlssonF20:18-0.24Beckett SenneckeF20:37-0.29Noah WarrenD21:14-0.30Sam ColangeloF14:19-0.53Frank VatranoF11:48-0.56Pavel MintyukovD19:49-0.61Tim WasheF16:40-0.70Judd CaulfieldF13:51-0.77Travis MitchellD17:32-1.43
0.50.5111.51.50Mikael GranlundF13:13+0.45Nikita NesterenkoF11:41+0.39Alex KillornF12:59+0.27Cutter GauthierF2:18+0.02Noah WarrenD16:07-0.00Jackson LaCombeD11:59-0.01Tristan LuneauD21:18-0.03Tyson HindsD18:12-0.03Jeff MalottF10:28-0.09Frank VatranoF10:29-0.27Pavel MintyukovD14:45-0.29Leo CarlssonF17:22-0.35Ryan PoehlingF10:25-0.36Tim WasheF13:34-0.48Beckett SenneckeF19:00-0.48Sam ColangeloF13:40-0.53Judd CaulfieldF11:39-0.96Travis MitchellD15:51-1.22
0.250.250Mikael GranlundF1:36+0.19Judd CaulfieldF1:35+0.19Leo CarlssonF1:35+0.19Beckett SenneckeF1:35+0.19Jackson LaCombeD1:34+0.19Tristan LuneauD0:36+0.00Alex KillornF0:35+0.00Frank VatranoF0:35+0.00Sam ColangeloF0:35+0.00Pavel MintyukovD0:34+0.00
0.250.250.50.50Ryan PoehlingF1:24+0.15Beckett SenneckeF0:02+0.00Nikita NesterenkoF1:42-0.00Jackson LaCombeD2:18-0.01Tristan LuneauD1:48-0.05Leo CarlssonF0:30-0.08Travis MitchellD1:41-0.21Tim WasheF1:55-0.22Noah WarrenD3:27-0.29Pavel MintyukovD2:51-0.31Alex KillornF3:27-0.34Mikael GranlundF3:00-0.46
CGY
against for own net ice time
0.50.5111.51.5220Simon NemecD23:37+1.30Aydar SunievF15:49+1.05Ryan StromeF13:39+0.91Kevin BahlD21:26+0.76Maksim TsyplakovF11:28+0.64Jonathan CastagnaF9:51+0.50Adam KlapkaF11:35+0.50Martin PospisilF11:02+0.46Yan KuznetsovD18:19+0.39Zach WhitecloudD19:01+0.22Joel FarabeeF21:12+0.20Matt CoronatoF19:45+0.10Morgan FrostF16:58+0.02Yegor SharangovichF22:11-0.05Mikael BacklundF19:24-0.17Matvei GridinF14:54-0.26Jacob MiddletonD12:40-0.29Zayne ParekhD17:48-0.42
0.50.5111.51.50Kevin BahlD18:52+0.93Simon NemecD18:51+0.77Ryan StromeF9:30+0.65Aydar SunievF11:15+0.51Jonathan CastagnaF9:51+0.50Adam KlapkaF10:32+0.47Martin PospisilF10:18+0.46Zach WhitecloudD17:27+0.41Maksim TsyplakovF8:38+0.41Yan KuznetsovD17:34+0.39Joel FarabeeF15:28+0.00Mikael BacklundF16:55-0.01Matt CoronatoF15:08-0.10Yegor SharangovichF16:46-0.13Morgan FrostF12:03-0.18Matvei GridinF10:45-0.19Jacob MiddletonD12:04-0.29Zayne ParekhD13:03-0.62
0.250.250.50.50.750.750Simon NemecD2:58+0.53Aydar SunievF2:56+0.53Ryan StromeF3:17+0.27Yegor SharangovichF2:49+0.27Maksim TsyplakovF2:50+0.24Morgan FrostF3:12+0.20Joel FarabeeF3:11+0.20Zayne ParekhD3:03+0.20Matt CoronatoF2:44+0.20Kevin BahlD0:01+0.03Matvei GridinF3:04-0.07
0.250.250Joel FarabeeF0:47+0.00Yan KuznetsovD0:45+0.00Martin PospisilF0:44+0.00Jacob MiddletonD0:36+0.00Morgan FrostF0:02+0.00Zach WhitecloudD1:34-0.19Kevin BahlD1:26-0.19Yegor SharangovichF1:25-0.19Mikael BacklundF1:21-0.19

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.

ANA
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
ANA 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
WolfBacklundFarabeeSharangovichFrostCoronatoSunievStromePospisilGridinKlapkaCastagnaTsyplakovBahlNemecWhitecloudKuznetsovMiddletonParekhGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3HussoColangeloCarlssonSenneckeCaulfieldMalottWasheKillornVatranoPoehlingGranlundNesterenkoGauthierHindsLuneauLaCombeWarrenMintyukovMitchell
How to read this

Rows are ANA'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 52.3% favorite, expecting a 3.00–3.16 game — ANA won 4–2, 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
ANA 3.002.33 2.021.97 0.780.19
CGY 3.163.40 2.322.77 0.700.63

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 — ■ ANA · ■ CGY.

Likeliest finals (ANA–CGY)probability
3–3 7.1% tied after regulation — OT/SO decides
2–2 6.7% tied after regulation — OT/SO decides
4–4 4.2% tied after regulation — OT/SO decides
2–4 4.2%
4–2 3.7% what happened
5.1%4.3%015.1%13.4%122.4%21.1%222.2%22.1%316.7%17.5%410.1%11.2%55.1%6.0%62.2%2.8%71.2%1.6%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 52.3% favorite — CGY controls 51.4% of the predicted xG. Of ANA's 3.00 expected goals, 2.02 should come at 5v5 and 0.78 on the power play; CGY projects 2.32 at 5v5 and 0.70 on the power play. The logistic challenger put the home side at 50.1%, Elo at 52.6%.

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). ANA 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.

ANACGY
2.81 (23rd) Offense
xG for / game
2.43 (30th)
3.34 (29th) Defense
xG against / game
3.00 (17th)
0.82 (12th) Power play
PP xG / game
0.36 (32nd)
1.06 (31st) 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 →