xJawn NHL expected goals

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CGY 2 – 6 VGK

Calgary Flames at Vegas Golden Knights

Final · Oct 15, 2026
2026-27 · regular season
The call
VGK 67.0% ✓
expected 2.35–3.35 · VGK won 2–6
actual xG
2.51–4.65
xG share, predicted → actual
CGY 41% → 35%59% → 65% VGK
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 = VGK power play · Leading = CGY ahead · ST = each club's own power play.

CGY attacks◀ all strengths
VGK 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, VGK 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, 118 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from CGY's side and mirrored for VGK: “CGY PP” shows CGY's power-play attempts on the left and VGK'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 VGK
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
2 6
Expected goals
2.51 4.65
xG%share of xG
35% 65%
High-dangerattempts ≥ 0.20 xG
1 6
Shots on goal
30 33
Attempts
63 60
xG by period · whole game 1st0.6–0.72nd0.7–2.43rd1.2–1.5

The Golden Knights beat the Flames 6–2 at home, and the chances agreed: VGK out-created CGY 4.6–2.5 in expected goals. The Golden Knights power play made 1.7 xG on 15 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 CGY − VGK xG · bands = power plays · lines = goals
1ST2ND3RD+1−1+2−2CGY AHEAD ▲VGK AHEAD ▼
How to read this

One line: cumulative CGY minus VGK expected goals. Above zero CGY is ahead on chances, below zero VGK 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
0.50.5111.51.5220Matvei GridinF11:24+0.84Ryan StromeF10:50+0.14Jonathan CastagnaF8:52-0.03Yan KuznetsovD13:22-0.08Zayne ParekhD13:39-0.09Martin PospisilF10:52-0.14Maksim TsyplakovF8:13-0.20Morgan FrostF12:33-0.24Adam KlapkaF9:25-0.29Jacob MiddletonD16:28-0.35Simon NemecD16:09-0.56Matt CoronatoF12:28-0.62Aydar SunievF11:53-0.65Yegor SharangovichF9:00-0.70Joel FarabeeF17:08-0.93Zach WhitecloudD16:53-1.13Kevin BahlD18:06-1.18Mikael BacklundF15:41-1.40
VGK
against for own net ice time
0.50.5111.51.5220Shea TheodoreD15:24+1.69Ivan BarbashevF13:15+1.40Rasmus AnderssonD17:10+1.21Jack EichelF13:33+1.12William KarlssonF15:15+0.95Mark StoneF12:20+0.92Braeden BowmanF13:13+0.91Trevor ConnellyF12:49+0.52Tomas HertlF14:04+0.42Mitch MarnerF16:20+0.39Brayden McNabbD11:10+0.31Raphael LavoieF8:45-0.11Jeremy LauzonD15:31-0.12Brett HowdenF11:47-0.21Noah HanifinD14:37-0.26Marc GatcombF9:32-0.26Dylan CoghlanD12:09-0.31Nic DowdF10:14-0.33

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 LINESL1Morgan FrostMatt CoronatoAydar Suniev7:47-0.47L2Ryan StromeMartin PospisilMatvei Gridin6:38+0.15L3Adam KlapkaJonathan CastagnaMaksim Tsyplakov5:26+0.02L4Mikael BacklundJoel FarabeeYegor Sharangovich4:22+0.12DEFENCE PAIRSD1Kevin BahlSimon Nemec13:07-0.25D2Zach WhitecloudYan Kuznetsov11:07-0.01D3Jacob MiddletonZayne Parekh10:59-0.141ST2ND3RD011
VGK
on ice power play penalty kill xGA xGF
FORWARD LINESL1William KarlssonMitch MarnerBrett Howden8:52-0.05L2Mark StoneIvan BarbashevJack Eichel7:08+0.46L3Tomas HertlRaphael LavoieTrevor Connelly6:55+0.09L4Nic DowdMarc GatcombBraeden Bowman5:58-0.12DEFENCE PAIRSD1Rasmus AnderssonJeremy Lauzon12:10-0.10D2Noah HanifinDylan Coghlan11:35-0.31D3Brayden McNabbShea Theodore9:55+0.381ST2ND3RD011

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
CGY won the chances VGK 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
WolfFrostCoronatoSunievStromePospisilGridinKlapkaCastagnaTsyplakovBacklundFarabeeSharangovichBahlNemecWhitecloudKuznetsovMiddletonParekhHartKarlssonMarnerHowdenStoneBarbashevEichelHertlLavoieConnellyDowdGatcombBowmanAnderssonLauzonHanifinCoghlanMcNabbTheodoreGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
How to read this

Rows are CGY's skaters, columns VGK'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
CGYJacob Middleton 2nd10:15 SH 0.22
CGYMatt Coronato 3rd18:40 PP 0.09
VGKBrett Howden 1st0:25 0.03
VGKJack Eichel 1st9:34 SH 0.24
VGKBraeden Bowman 2nd11:03 PP 0.15
VGKMark Stone 3rd1:06 0.16
VGKMark Stone 3rd12:10 0.56
VGKMark Stone 3rd16:13 PP 0.10

The prediction, scored

Before puck drop the engine made VGK a 67.0% favorite, expecting a 2.35–3.35 game — VGK won 2–6, 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 2.352.51 1.841.93 0.270.12
VGK 3.354.65 2.302.74 0.851.68

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 · ■ VGK.

Likeliest finals (CGY–VGK)probability
2–2 7.4% tied after regulation — OT/SO decides
3–3 6.4% tied after regulation — OT/SO decides
1–3 5.2%
2–4 5.1%
1–4 4.3%
2–6 1.9% what happened
9.7%3.5%022.6%11.7%126.3%19.4%220.4%21.6%312.0%18.4%45.7%12.6%52.3%7.1%60.8%3.4%70.3%2.2%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 VGK a 67.0% favorite — VGK controls 58.8% of the predicted xG. Of CGY's 2.35 expected goals, 1.84 should come at 5v5 and 0.27 on the power play; VGK projects 2.30 at 5v5 and 0.85 on the power play. The logistic challenger put the home side at 71.0%, Elo at 68.4%.

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, VGK 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.

CGYVGK
2.65 (24th) Offense
xG for / game
3.45 (4th)
3.09 (24th) Defense
xG against / game
2.31 (3rd)
0.30 (32nd) Power play
PP xG / game
1.01 (2nd)
0.66 (8th) Penalty kill
PP xG conceded / game
0.29 (1st)

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 →