xJawn NHL expected goals

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CAR 2 – 3 CGY

Carolina Hurricanes at Calgary Flames

Final · Oct 18, 2026
2026-27 · regular season
The call
CAR 60.1% ✗
expected 3.31–2.72 · CGY won 2–3
actual xG
3.57–2.74
xG share, predicted → actual
CAR 55% → 57%45% → 43% 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 CAR's side, the same minutes at both ends: PP = CAR power play · PK = CGY power play · Leading = CAR ahead · ST = each club's own power play.

CAR 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: CAR 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 CAR's side and mirrored for CGY: “CAR PP” shows CAR'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
CAR CGY
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
2 3
Expected goals
3.57 2.74
xG%share of xG
57% 43%
High-dangerattempts ≥ 0.20 xG
1 2
Shots on goal
36 34
Attempts
81 56
xG by period · whole game 1st1.5–0.32nd1.4–0.83rd0.7–1.7

The Flames beat the Hurricanes 3–2 at home despite being out-created 3.6–2.7 in expected goals. That is a finishing-and-goaltending win. The Flames power play made 0.9 xG on 10 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 CAR − CGY xG · bands = power plays · lines = goals
1ST2ND3RD+1−1+2−2CAR AHEAD ▲CGY AHEAD ▼
How to read this

One line: cumulative CAR minus CGY expected goals. Above zero CAR 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
CARJesperi Kotkaniemi 2nd6:09 0.05
CARJalen Chatfield 2nd19:56 0.00
CGYMatvei Gridin 2nd18:30 0.04
CGYMorgan Frost 2nd19:39 PP 0.08
CGYYegor Sharangovich 3rd15:32 0.19
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.

CAR
against for own net ice time
0.50.5111.51.50Sebastian AhoF21:30+1.29Andrei SvechnikovF16:40+1.20Jackson BlakeF16:56+0.84Nikolaj EhlersF16:24+0.70Shayne GostisbehereD16:51+0.48William CarrierF14:22+0.47K'Andre MillerD20:59+0.40Jesperi KotkaniemiF12:46+0.39Sean WalkerD22:05+0.24Felix Unger SörumF13:57+0.22Bradly NadeauF12:56+0.07Eric RobinsonF12:08+0.02Mike ReillyD11:25-0.01Nicolas DeslauriersF7:14-0.13Jalen ChatfieldD22:33-0.15Jaccob SlavinD21:52-0.15Logan StankovenF18:16-0.35Jordan MartinookF15:55-0.62
0.50.5110William CarrierF14:10+0.47Sean WalkerD17:34+0.40Sebastian AhoF14:13+0.39Andrei SvechnikovF12:48+0.36Jalen ChatfieldD18:21+0.34Jaccob SlavinD18:09+0.30Logan StankovenF11:18+0.23Felix Unger SörumF12:58+0.22K'Andre MillerD17:33+0.21Nikolaj EhlersF12:21+0.19Bradly NadeauF12:15+0.07Jordan MartinookF11:41+0.05Eric RobinsonF9:50+0.01Jesperi KotkaniemiF10:32-0.00Shayne GostisbehereD12:20-0.03Mike ReillyD10:38-0.03Jackson BlakeF12:00-0.06Nicolas DeslauriersF7:14-0.13
0.250.250.50.50.750.75110Sebastian AhoF3:13+0.90Jackson BlakeF2:54+0.90Andrei SvechnikovF3:17+0.84Shayne GostisbehereD2:42+0.51Nikolaj EhlersF2:14+0.51Jesperi KotkaniemiF1:46+0.39K'Andre MillerD1:18+0.39Logan StankovenF0:49+0.10Felix Unger SörumF0:59+0.00Bradly NadeauF0:41+0.00Jalen ChatfieldD0:07+0.00
0.250.250.50.50.750.75110Mike ReillyD0:47+0.02Eric RobinsonF2:18+0.01Sebastian AhoF2:15+0.01Jesperi KotkaniemiF0:28+0.00Jackson BlakeF0:13+0.00William CarrierF0:12+0.00K'Andre MillerD2:08-0.20Sean WalkerD3:17-0.22Jaccob SlavinD3:43-0.45Jalen ChatfieldD4:05-0.49Logan StankovenF4:20-0.68Jordan MartinookF4:14-0.68
CGY
against for own net ice time
0.50.5111.51.50Morgan FrostF15:52+0.67Zayne ParekhD16:49+0.57Matvei GridinF15:51+0.19Adam KlapkaF12:19+0.14Brennan OthmannF10:54+0.10Aydar SunievF15:41+0.06Matt CoronatoF19:31+0.03Simon NemecD21:57+0.02Joel FarabeeF19:45-0.14Yegor SharangovichF16:42-0.18Kevin BahlD21:01-0.20Mikael BacklundF13:32-0.21Jonathan CastagnaF15:52-0.36Ryan StromeF13:41-0.41Jacob MiddletonD18:13-0.81Martin PospisilF13:20-0.91Zach WhitecloudD19:07-0.94Yan KuznetsovD16:06-0.97
0.50.5110Kevin BahlD18:18+0.27Yegor SharangovichF11:33+0.18Morgan FrostF10:12+0.12Jonathan CastagnaF13:13+0.11Brennan OthmannF10:54+0.10Adam KlapkaF10:15+0.09Aydar SunievF12:46+0.06Simon NemecD18:49-0.01Zayne ParekhD12:10-0.04Mikael BacklundF12:59-0.21Joel FarabeeF11:52-0.27Jacob MiddletonD14:59-0.38Matvei GridinF11:02-0.42Ryan StromeF11:27-0.47Zach WhitecloudD15:49-0.51Yan KuznetsovD14:18-0.53Matt CoronatoF14:02-0.54Martin PospisilF11:30-0.55
0.250.250.50.50.750.75110Joel FarabeeF4:49+0.61Matvei GridinF4:49+0.61Matt CoronatoF4:43+0.61Zayne ParekhD4:39+0.61Morgan FrostF4:38+0.61Yegor SharangovichF2:22+0.06Simon NemecD2:21+0.06Ryan StromeF2:14+0.06Aydar SunievF2:11+0.06Adam KlapkaF2:04+0.06Zach WhitecloudD0:10+0.00
0.250.250.50.50Mikael BacklundF0:33+0.00Aydar SunievF0:02-0.06Morgan FrostF0:09-0.07Martin PospisilF1:50-0.36Yegor SharangovichF1:44-0.42Jacob MiddletonD2:12-0.43Zach WhitecloudD2:12-0.43Yan KuznetsovD1:48-0.44Kevin BahlD1:48-0.47Jonathan CastagnaF1:46-0.47Joel FarabeeF1:56-0.48

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.

CAR
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
CAR 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
CooleyStromePospisilGridinOthmannKlapkaCastagnaBacklundFarabeeCoronatoFrostSharangovichSunievBahlNemecMiddletonWhitecloudKuznetsovParekhGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3BussiCarrierAhoSvechnikovStankovenBlakeNadeauMartinookEhlersUnger SörumDeslauriersRobinsonKotkaniemiSlavinChatfieldWalkerMillerReillyGostisbehere
How to read this

Rows are CAR'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 CAR a 60.1% favorite, expecting a 3.31–2.72 game — CGY won 2–3, 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
CAR 3.313.57 2.382.44 0.750.90
CGY 2.722.74 2.131.84 0.510.90

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 — ■ CAR · ■ CGY.

Likeliest finals (CAR–CGY)probability
3–3 6.9% tied after regulation — OT/SO decides
2–2 6.9% tied after regulation — OT/SO decides
4–2 4.7%
3–1 4.1%
4–4 3.9% tied after regulation — OT/SO decides
2–3 3.0% what happened
3.7%6.7%012.1%18.0%119.8%24.3%221.8%21.9%318.2%14.9%412.2%8.2%56.9%3.8%63.3%1.5%72.0%0.7%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 CAR a 60.1% favorite — CGY controls 45.1% of the predicted xG. Of CAR's 3.31 expected goals, 2.38 should come at 5v5 and 0.75 on the power play; CGY projects 2.13 at 5v5 and 0.51 on the power play. The logistic challenger put the home side at 36.6%, Elo at 38.7%.

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). CAR 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.

CARCGY
3.63 (1st) Offense
xG for / game
2.43 (30th)
2.41 (2nd) Defense
xG against / game
3.00 (17th)
0.86 (10th) Power play
PP xG / game
0.36 (32nd)
0.58 (4th) 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 →