xJawn NHL expected goals

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EDM 3 – 1 SJS

Edmonton Oilers at San Jose Sharks

Final · Oct 10, 2026
2026-27 · regular season
The call
EDM 59.4% ✓
expected 3.57–2.98 · EDM won 3–1
actual xG
2.74–1.84
xG share, predicted → actual
EDM 55% → 60%45% → 40% SJS
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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 = SJS power play · Leading = EDM ahead · ST = each club's own power play.

EDM attacks◀ all strengths
SJS 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, SJS 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 (2025-26 regular season, 1312 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from EDM's side and mirrored for SJS: “EDM PP” shows EDM's power-play attempts on the left and SJS'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 SJS
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
3 1
Expected goals
2.74 1.84
xG%share of xG
60% 40%
High-dangerattempts ≥ 0.20 xG
3 1
Shots on goal
20 20
Attempts
46 43
xG by period · whole game 1st0.5–0.22nd0.2–0.43rd2.1–1.2

The Oilers beat the Sharks 3–1 on the road, and the chances agreed: EDM out-created SJS 2.7–1.8 in expected goals. The Oilers power play made 1.2 xG on 12 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 − SJS xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1+1.5−1.5+2−2EDM AHEAD ▲SJS AHEAD ▼
How to read this

One line: cumulative EDM minus SJS expected goals. Above zero EDM is ahead on chances, below zero SJS 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
0.50.5111.51.5220Evan BouchardD24:07+1.82Connor McDavidF24:04+1.76Leon DraisaitlF21:49+1.66Vasily PodkolzinF20:48+1.66Mattias EkholmD22:46+1.24Trent FredericF9:53+0.36Isaac HowardF8:59+0.34Filip HallanderF14:11+0.30Josh SamanskiF6:19+0.07Shakir MukhamadullinD11:18+0.04Ty EmbersonD11:10-0.02Jason DickinsonF13:43-0.11Mathieu JosephF14:42-0.13Kasperi KapanenF17:30-0.16Owen MichaelsF14:15-0.32Ryan SheaD24:01-0.85Alex FormentonF14:02-0.96Connor MurphyD24:23-1.23
SJS
against for own net ice time
0.50.5111.51.5220Luca CagnoniD20:21+1.13Will SmithF20:11+0.90Mason MarchmentF17:44+0.84Ivar StenbergF18:09+0.81Alexander WennbergF20:32+0.78Macklin CelebriniF21:59+0.54Dmitry OrlovD18:20+0.31Sam DickinsonD16:40+0.03Kiefer SherwoodF16:15-0.01Igor ChernyshovF11:03-0.01Tyler ToffoliF11:25-0.03Zack OstapchukF8:01-0.29Michael MisaF12:44-0.58Jacob TroubaD20:41-1.02Barclay GoodrowF10:15-1.18Michael KesselringD19:03-1.23Collin GrafF14:13-1.38Darnell NurseD21:56-1.96

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 Podkolzin19:36+1.66L2Jason DickinsonKasperi KapanenFilip Hallander10:53+0.01L3Mathieu JosephAlex FormentonOwen Michaels10:47-0.20L4Trent FredericIsaac HowardJosh Samanski5:05+0.07DEFENCE PAIRSD1Connor MurphyRyan Shea20:36-1.18D2Mattias EkholmEvan Bouchard18:49+0.96D3Ty EmbersonShakir Mukhamadullin10:27-0.021ST2ND3RD022
SJS
on ice power play penalty kill xGA xGF
FORWARD LINESL1Mason MarchmentWill SmithMacklin Celebrini14:35+0.89L2Alexander WennbergKiefer SherwoodIvar Stenberg10:55+0.08L3Tyler ToffoliCollin GrafMichael Misa8:31+0.00L4Barclay GoodrowZack OstapchukIgor Chernyshov5:32+0.04DEFENCE PAIRSD1Darnell NurseMichael Kesselring16:41-1.02D2Dmitry OrlovLuca Cagnoni16:00+0.20D3Jacob TroubaSam Dickinson14:58+0.031ST2ND3RD01.251.25

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
EDM won the chances SJS 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
JarryDraisaitlMcDavidPodkolzinDickinsonKapanenHallanderJosephFormentonMichaelsFredericHowardSamanskiMurphySheaEkholmBouchardEmbersonMukhamadullinAskarovMarchmentSmithCelebriniWennbergSherwoodStenbergToffoliGrafMisaGoodrowOstapchukChernyshovNurseKesselringOrlovCagnoniTroubaDickinsonGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
How to read this

Rows are EDM's skaters, columns SJS'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
EDMMattias Ekholm 1st12:37 0.02
EDMVasily Podkolzin 3rd3:13 0.06
EDMAlex Formenton 3rd5:40 0.19
SJSMacklin Celebrini 3rd11:19 0.03

The prediction, scored

Before puck drop the engine made EDM a 59.4% favorite, expecting a 3.57–2.98 game — EDM won 3–1, 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
EDM 3.572.74 2.241.55 1.311.19
SJS 2.981.84 1.630.88 1.130.96

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 · ■ SJS.

Likeliest finals (EDM–SJS)probability
3–3 6.8% tied after regulation — OT/SO decides
2–2 5.7% tied after regulation — OT/SO decides
4–2 4.5%
4–4 4.5% tied after regulation — OT/SO decides
3–1 3.4% what happened
2.8%5.2%010.1%15.3%117.8%22.6%221.1%22.2%318.9%16.5%413.7%9.9%58.3%5.0%64.3%2.2%73.0%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 EDM a 59.4% favorite — SJS controls 45.5% of the predicted xG. Of EDM's 3.57 expected goals, 2.24 should come at 5v5 and 1.31 on the power play; SJS projects 1.63 at 5v5 and 1.13 on the power play. The logistic challenger put the home side at 37.9%, Elo at 47.7%.

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). EDM attacks the left net, SJS 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.

EDMSJS
3.20 (9th) Offense
xG for / game
2.24 (30th)
2.39 (5th) Defense
xG against / game
3.71 (30th)
1.09 (3rd) Power play
PP xG / game
0.79 (12th)
0.70 (13th) Penalty kill
PP xG conceded / game
1.07 (28th)

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 →