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 →
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, 148 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 · regular season
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

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.

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.

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
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

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.

CAR
on ice power play penalty kill xGA xGF
FORWARD LINESL1William CarrierSebastian AhoAndrei Svechnikov10:52+0.31L2Logan StankovenJackson BlakeBradly Nadeau9:23-0.04L3Jordan MartinookNikolaj EhlersFelix Unger Sörum9:09+0.07L4Nicolas DeslauriersEric RobinsonJesperi Kotkaniemi6:55-0.13DEFENCE PAIRSD1Jaccob SlavinJalen Chatfield20:27-0.28D2Sean WalkerK'Andre Miller17:59-0.01D3Mike ReillyShayne Gostisbehere9:54-0.061ST2ND3RD01.51.5
CGY
on ice power play penalty kill xGA xGF
FORWARD LINESL1Ryan StromeMartin PospisilMatvei Gridin9:59-0.46L2Brennan OthmannAdam KlapkaJonathan Castagna8:52+0.15L3Morgan FrostYegor SharangovichAydar Suniev8:17+0.26L4Mikael BacklundJoel FarabeeMatt Coronato8:08-0.24DEFENCE PAIRSD1Kevin BahlSimon Nemec15:58-0.13D2Jacob MiddletonZach Whitecloud15:01-0.78D3Yan KuznetsovZayne Parekh10:49-0.341ST2ND3RD01.251.25

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
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
BussiCarrierAhoSvechnikovStankovenBlakeNadeauMartinookEhlersUnger SörumDeslauriersRobinsonKotkaniemiSlavinChatfieldWalkerMillerReillyGostisbehereCooleyStromePospisilGridinOthmannKlapkaCastagnaFrostSharangovichSunievBacklundFarabeeCoronatoBahlNemecMiddletonWhitecloudKuznetsovParekhGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
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.

Goals

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

The prediction, scored

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 2.332.44 0.780.90
CGY 2.722.74 2.161.84 0.470.90

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

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

The engine made CAR a 60.1% favorite — CGY controls 45.1% of the predicted xG. Of CAR's 3.31 expected goals, 2.33 should come at 5v5 and 0.78 on the power play; CGY projects 2.16 at 5v5 and 0.47 on the power play. The logistic challenger put the home side at 36.6%, Elo at 38.7%.

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). 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.

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.

CARCGY
3.50 (3rd) Offense
xG for / game
2.66 (25th)
2.40 (2nd) Defense
xG against / game
3.15 (21st)
0.89 (9th) Power play
PP xG / game
0.37 (32nd)
0.54 (3rd) Penalty kill
PP xG conceded / game
0.69 (15th)

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 →