xJawn NHL expected goals

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CGY 4 – 2 ANA

Calgary Flames at Anaheim Ducks

Final · Oct 13, 2026
2026-27 · regular season
The call
ANA 60.0% ✗
expected 2.80–3.41 · CGY won 4–2
actual xG
3.39–2.41
xG share, predicted → actual
CGY 45% → 58%55% → 42% ANA
Today's puzzle Remember Some Guys — name the skater from the shape of his career. Three clues, one guess a day. Play →
Adjusts with rink filters

Strength and score are read from CGY's side, the same minutes at both ends: PP = CGY power play · PK = ANA power play · Leading = CGY ahead · ST = each club's own power play.

CGY attacks◀ all strengths
ANA 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, ANA 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, 112 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from CGY's side and mirrored for ANA: “CGY PP” shows CGY's power-play attempts on the left and ANA'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 · regular season
CGY ANA
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
3 2
Expected goals
3.40 2.42
xG%share of xG
58% 42%
High-dangerattempts ≥ 0.20 xG
1 0
Shots on goal
35 25
Attempts
71 65
xG by period · whole game 1st1.4–0.52nd1.1–1.03rd1.0–0.9

The Flames beat the Ducks 4–2 on the road, and the chances agreed: CGY out-created ANA 3.4–2.4 in expected goals. At 5v5: CGY 2.5, ANA 1.6.

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

cumulative CGY − ANA xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1+1.5−1.5+2−2CGY AHEAD ▲ANA AHEAD ▼
How to read this

One line: cumulative CGY minus ANA expected goals. Above zero CGY is ahead on chances, below zero ANA is. Shaded bands are power plays in the side's colour; vertical lines are goals.

Skaters

on-ice xG · sorted by net · one game
How to read this

Every skater, sorted by net on-ice expected goals: 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.

CGY
against for own net ice time
0.50.5111.51.50Matvei GridinF14:16+1.51Ryan StromeF13:38+1.09Matt CoronatoF17:09+0.83Zayne ParekhD13:30+0.77Yan KuznetsovD18:50+0.75Morgan FrostF13:40+0.72Martin PospisilF13:25+0.71Simon NemecD19:55+0.31Aydar SunievF13:12+0.31Jacob MiddletonD18:13+0.21Yegor SharangovichF17:18+0.09Joel FarabeeF20:22+0.02Maksim TsyplakovF9:37+0.00Zach WhitecloudD24:16-0.03Adam KlapkaF8:30-0.13Jonathan CastagnaF10:52-0.14Mikael BacklundF21:10-0.66Kevin BahlD23:07-0.90
ANA
against for own net ice time
0.50.5111.51.50Beckett SenneckeF22:52+0.50Judd CaulfieldF17:01+0.40Mikael GranlundF20:52+0.30Leo CarlssonF22:18+0.26Jackson LaCombeD27:46-0.03Frank VatranoF10:46-0.04Jeff MalottF10:15-0.06Anthony-John (AJ) GreerF10:54-0.07Tristan LuneauD18:08-0.11Roger McQueenF11:26-0.23Nikita NesterenkoF13:02-0.23Tyson HindsD13:43-0.25Sam ColangeloF13:36-0.38Alex KillornF16:18-0.66Tim WasheF13:26-0.67Noah WarrenD18:32-0.72Pavel MintyukovD17:07-0.77Drew HellesonD17:05-0.80

Lines & pairs

most-used 5v5 units · when they played · on-ice xG
How to read this

The forward lines and defence pairs that actually played together most at 5v5, each with when it was on the ice across the game clock (period and power-play bands behind the strip) and on-ice xG against/for while the whole unit was out.

CGY
on ice power play penalty kill xGA xGF
FORWARD LINESL1Mikael BacklundJoel FarabeeYegor Sharangovich11:41-0.03L2Morgan FrostMatt CoronatoAydar Suniev10:21-0.06L3Ryan StromeMartin PospisilMatvei Gridin9:21+0.56L4Adam KlapkaJonathan CastagnaMaksim Tsyplakov5:46-0.16DEFENCE PAIRSD1Zach WhitecloudYan Kuznetsov15:17+0.66D2Kevin BahlSimon Nemec15:15-0.10D3Jacob MiddletonZayne Parekh10:45+0.151ST2ND3RD01.251.25
ANA
on ice power play penalty kill xGA xGF
FORWARD LINESL1Alex KillornLeo CarlssonBeckett Sennecke11:59-0.08L2Mikael GranlundNikita NesterenkoSam Colangelo8:49+0.03L3Judd CaulfieldJeff MalottTim Washe7:39-0.18L4Frank VatranoAnthony-John (AJ) GreerRoger McQueen6:54-0.26DEFENCE PAIRSD1Jackson LaCombeNoah Warren16:28-0.54D2Drew HellesonPavel Mintyukov14:39-0.65D3Tyson HindsTristan Luneau12:26-0.101ST2ND3RD01.251.25

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
CGY won the chances ANA 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
WolfBacklundFarabeeSharangovichFrostCoronatoSunievStromePospisilGridinKlapkaCastagnaTsyplakovWhitecloudKuznetsovBahlNemecMiddletonParekhDostalKillornCarlssonSenneckeGranlundNesterenkoColangeloCaulfieldMalottWasheVatrano(AJ) GreerMcQueenLaCombeWarrenHellesonMintyukovHindsLuneauGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
How to read this

Rows are CGY's skaters, columns ANA'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.

Goals

xG = the chance, before it went in
TeamScorerPeriodTimexG
CGYAdam Klapka 1st8:32 0.02
CGYAydar Suniev 2nd8:02 0.17
CGYMartin Pospisil 3rd15:38 0.06
CGYYegor Sharangovich 3rd18:38 EN 0.56
ANABeckett Sennecke 1st12:09 0.13
ANALeo Carlsson 1st14:05 PP 0.12

The prediction, scored

Before puck drop the engine made ANA a 60.0% favorite, expecting a 2.80–3.41 game — CGY 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
CGY 2.803.39 2.142.49 0.520.68
ANA 3.412.41 2.581.64 0.720.65

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

The likeliest finals the engine saw before the game, with what actually happened marked — ■ CGY · ■ ANA.

Likeliest finals (CGY–ANA)probability
3–3 6.9% tied after regulation — OT/SO decides
2–2 6.5% tied after regulation — OT/SO decides
2–4 4.7%
4–4 4.1% tied after regulation — OT/SO decides
1–3 3.9%
4–2 3.2% what happened
6.2%3.4%017.1%11.3%123.8%19.1%222.0%21.6%315.4%18.5%48.7%12.8%54.1%7.4%61.7%3.6%70.8%2.3%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

The engine made ANA a 60.0% favorite — ANA controls 54.9% of the predicted xG. Of CGY's 2.80 expected goals, 2.14 should come at 5v5 and 0.52 on the power play; ANA projects 2.58 at 5v5 and 0.72 on the power play. The logistic challenger put the home side at 63.0%, Elo at 62.5%.

Where the engine expected the goals

The predicted surface, issued before puck drop — not this game's shots (those are the card's map above). CGY attacks the left net, ANA 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.

Tale of the tape

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.

CGYANA
2.68 (21st) Offense
xG for / game
2.50 (27th)
2.83 (16th) Defense
xG against / game
3.01 (23rd)
0.33 (32nd) Power play
PP xG / game
0.70 (20th)
0.50 (3rd) Penalty kill
PP xG conceded / game
0.86 (23rd)

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 →