xJawn NHL expected goals

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EDM 4 – 1 LAK

Edmonton Oilers at Los Angeles Kings

Final · Oct 13, 2026
2026-27 · regular season
The call
LAK 51.3% ✗
expected 2.92–2.99 · EDM won 4–1
actual xG
1.75–2.65
xG share, predicted → actual
EDM 49% → 40%51% → 60% LAK
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Adjusts with rink filters

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

EDM attacks◀ all strengths
LAK 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: EDM attacks the left net, LAK 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, 114 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from EDM's side and mirrored for LAK: “EDM PP” shows EDM's power-play attempts on the left and LAK'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
EDM LAK
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
3 1
Expected goals
1.75 2.65
xG%share of xG
40% 60%
High-dangerattempts ≥ 0.20 xG
2 1
Shots on goal
16 40
Attempts
36 80
xG by period · whole game 1st0.8–0.52nd0.5–1.43rd0.4–0.7

The Oilers beat the Kings 4–1 on the road despite being out-created 2.6–1.7 in expected goals. That is a finishing-and-goaltending win. The Kings power play made 1.1 xG on 18 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 EDM − LAK xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1EDM AHEAD ▲LAK AHEAD ▼
How to read this

One line: cumulative EDM minus LAK expected goals. Above zero EDM is ahead on chances, below zero LAK 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.

EDM
against for own net ice time
0.50.5110Leon DraisaitlF20:11+0.68Vasily PodkolzinF18:25+0.64Connor McDavidF21:37+0.37Evan BouchardD26:24+0.02Ty EmbersonD12:26-0.02Josh SamanskiF6:23-0.07Kasperi KapanenF17:46-0.07Trent FredericF7:27-0.19Isaac HowardF7:46-0.21Mattias EkholmD20:59-0.32Shakir MukhamadullinD10:59-0.34Filip HallanderF10:41-0.34Alex FormentonF17:10-0.35Mathieu JosephF16:52-0.35Jason DickinsonF13:21-0.71Owen MichaelsF16:50-0.74Ryan SheaD22:37-0.80Connor MurphyD24:28-0.92
LAK
against for own net ice time
0.50.5111.51.50Erik GustafssonD21:38+1.31Erik HaulaF16:10+1.00Artemi PanarinF24:00+0.91Brandt ClarkeD21:12+0.88Corey PerryF13:46+0.87Adrian KempeF23:04+0.82Drew DoughtyD18:28+0.75Quinton ByfieldF21:34+0.73Samuel HeleniusF8:51+0.10Alex LaferriereF17:44+0.04Andre LeeF7:48+0.03Cody CeciD13:16-0.01Trevor MooreF17:07-0.10Joel ArmiaF15:46-0.13Mikey AndersonD13:23-0.17Joel EdmundsonD14:16-0.18Brian DumoulinD13:57-0.74Scott LaughtonF14:21-0.90

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.

EDM
on ice power play penalty kill xGA xGF
FORWARD LINESL1Leon DraisaitlConnor McDavidVasily Podkolzin16:50+0.58L2Mathieu JosephAlex FormentonOwen Michaels10:40-0.03L3Jason DickinsonKasperi KapanenFilip Hallander7:08-0.09L4Trent FredericIsaac HowardJosh Samanski5:05-0.07DEFENCE PAIRSD1Connor MurphyRyan Shea16:24-0.43D2Mattias EkholmEvan Bouchard16:05-0.21D3Ty EmbersonShakir Mukhamadullin8:38-0.231ST2ND3RD01.251.25
LAK
on ice power play penalty kill xGA xGF
FORWARD LINESL1Adrian KempeArtemi PanarinQuinton Byfield18:02+0.73L2Joel ArmiaScott LaughtonTrevor Moore9:16-0.24L3Corey PerryErik HaulaAlex Laferriere7:37+0.09SPARESamuel Helenius8:51+0.10SPAREAndre Lee7:48+0.03DEFENCE PAIRSD1Erik GustafssonBrandt Clarke14:42+0.73D2Cody CeciMikey Anderson6:37+0.18D3Drew DoughtyJoel Edmundson6:36-0.02SPAREBrian Dumoulin13:57-0.741ST2ND3RD011

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
EDM won the chances LAK 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
LeviDraisaitlMcDavidPodkolzinJosephFormentonMichaelsDickinsonKapanenHallanderFredericHowardSamanskiMurphySheaEkholmBouchardEmbersonMukhamadullinForsbergKuemperKempePanarinByfieldArmiaLaughtonMoorePerryHaulaLaferriereHeleniusLeeGustafssonClarkeCeciAndersonDoughtyEdmundsonDumoulinGL1L2L3L4D1D2D3GL1L2L3FD1D2D3D
How to read this

Rows are EDM's skaters, columns LAK'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
EDMLeon Draisaitl 1st7:16 0.05
EDMVasily Podkolzin 1st8:16 PP 0.40
EDMConnor McDavid 1st15:48 0.23
EDMVasily Podkolzin 3rd17:42 EN 0.46
LAKBrandt Clarke 2nd17:29 0.01

The prediction, scored

Before puck drop the engine made LAK a 51.3% favorite, expecting a 2.92–2.99 game — EDM won 4–1, 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
EDM 2.921.75 1.800.85 1.050.62
LAK 2.992.65 1.781.46 1.001.11

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 — ■ EDM · ■ LAK.

Likeliest finals (EDM–LAK)probability
2–2 7.4% tied after regulation — OT/SO decides
3–3 7.1% tied after regulation — OT/SO decides
2–4 4.0%
4–4 3.9% tied after regulation — OT/SO decides
4–2 3.9%
4–1 2.6% what happened
5.5%5.1%015.9%15.2%122.9%22.4%222.1%22.1%316.2%16.6%49.6%10.1%54.7%5.1%62.0%2.2%71.0%1.2%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 LAK a 51.3% favorite — LAK controls 50.6% of the predicted xG. Of EDM's 2.92 expected goals, 1.80 should come at 5v5 and 1.05 on the power play; LAK projects 1.78 at 5v5 and 1.00 on the power play. The logistic challenger put the home side at 48.9%, Elo at 50.6%.

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). EDM attacks the left net, LAK 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.

EDMLAK
2.96 (15th) Offense
xG for / game
2.50 (26th)
2.43 (5th) Defense
xG against / game
2.41 (4th)
1.02 (2nd) Power play
PP xG / game
0.75 (16th)
0.77 (20th) Penalty kill
PP xG conceded / game
0.72 (16th)

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 →