xJawn NHL expected goals

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VAN 2 – 3 SJS

Vancouver Canucks at San Jose Sharks

Final · Oct 29, 2026
2026-27 · regular season
The call
SJS 62.6% ✓
expected 2.94–3.74 · SJS won 2–3
actual xG
2.92–2.16
xG share, predicted → actual
VAN 44% → 57%56% → 43% SJS
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 VAN's side, the same minutes at both ends: PP = VAN power play · PK = SJS power play · Leading = VAN ahead · ST = each club's own power play.

VAN 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: VAN 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 (2026-27 regular season, 283 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from VAN's side and mirrored for SJS: “VAN PP” shows VAN'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 · this game
VAN SJS
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
2 3
Expected goals
2.92 2.17
xG%share of xG
57% 43%
High-dangerattempts ≥ 0.20 xG
2 1
Shots on goal
25 24
Attempts
49 47
xG by period · whole game 1st1.4–0.92nd0.7–0.63rd0.8–0.7

The Sharks beat the Canucks 3–2 at home despite being out-created 2.9–2.2 in expected goals. That is a finishing-and-goaltending win. The Canucks power play made 0.8 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

all situations · this game
cumulative VAN − SJS xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1+1.5−1.5VAN AHEAD ▲SJS AHEAD ▼
How to read this

One line: cumulative VAN minus SJS expected goals. Above zero VAN is ahead on chances, below zero SJS 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
VANDrew O'Connor 1st13:21 0.40
VANLiam Ohgren 2nd18:56 0.03
SJSWill Smith 3rd8:00 PP 0.04
SJSWill Smith 3rd10:39 0.21
SJSMason Marchment 3rd10:50 0.02
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.

VAN
against for own net ice time
0.50.5111.51.5220Elias PetterssonF21:25+1.76Jake DeBruskF16:03+1.65Filip HronekD27:03+0.85Tom WillanderD19:55+0.75Brock BoeserF15:26+0.67Jonathan LekkerimakiF17:14+0.54Drew O'ConnorF17:21+0.45Arshdeep BainsF10:39+0.33Jamie OleksiakD20:48+0.14Elias PetterssonD18:23+0.12Paul CotterF10:36+0.07Liam OhgrenF13:21-0.04Max SassonF10:37-0.07Marco RossiF11:15-0.25Zeev BuiumD15:02-0.30Linus KarlssonF14:29-0.56Filip ChytilF22:13-0.59Victor ManciniD12:42-0.65
0.50.5111.51.50Elias PetterssonF10:55+0.90Jake DeBruskF10:01+0.83Tom WillanderD19:49+0.75Jamie OleksiakD17:27+0.66Brock BoeserF8:14+0.40Drew O'ConnorF13:13+0.40Arshdeep BainsF10:35+0.33Paul CotterF9:05+0.24Elias PetterssonD12:36+0.12Filip HronekD14:54+0.04Max SassonF10:27-0.07Marco RossiF9:14-0.07Victor ManciniD9:20-0.13Zeev BuiumD12:45-0.19Liam OhgrenF12:08-0.19Linus KarlssonF10:13-0.22Jonathan LekkerimakiF11:17-0.28Filip ChytilF13:32-0.34
0.250.250.50.50.750.75110Filip HronekD2:37+0.82Jake DeBruskF2:29+0.82Elias PetterssonF2:26+0.82Jonathan LekkerimakiF2:24+0.82Brock BoeserF1:28+0.66Filip ChytilF1:35+0.31Liam OhgrenF0:56+0.16Tom WillanderD0:06+0.00Drew O'ConnorF0:03+0.00Zeev BuiumD1:23-0.10Marco RossiF1:34-0.17Paul CotterF1:31-0.17Linus KarlssonF1:28-0.17
0.250.250.50.50.750.750Elias PetterssonF4:31+0.04Drew O'ConnorF4:05+0.04Max SassonF0:10+0.00Arshdeep BainsF0:04+0.00Elias PetterssonD5:47-0.00Marco RossiF0:10-0.01Filip HronekD5:42-0.01Linus KarlssonF2:31-0.17Brock BoeserF2:11-0.40Victor ManciniD3:22-0.52Jamie OleksiakD3:21-0.52Filip ChytilF4:10-0.56
SJS
against for own net ice time
0.50.5111.51.50Ivar StenbergF17:59+0.37Kiefer SherwoodF18:01+0.34Macklin CelebriniF22:56+0.33Tyler ToffoliF12:29+0.28Sam DickinsonD14:27+0.25Filip BystedtF10:28+0.20Will SmithF17:44+0.05Collin GrafF17:42-0.09Dmitry OrlovD18:11-0.22Nolan AllanD13:06-0.26Mason MarchmentF17:36-0.28Michael KesselringD19:01-0.31Adam GaudetteF10:12-0.38Jacob TroubaD24:00-0.39Barclay GoodrowF11:41-0.62Ty DellandreaF11:36-0.63Michael MisaF14:13-0.86Darnell NurseD23:01-1.05
0.50.5110Kiefer SherwoodF11:55+0.31Tyler ToffoliF9:31+0.27Jacob TroubaD14:24+0.26Sam DickinsonD13:35+0.25Filip BystedtF10:16+0.20Collin GrafF14:15+0.18Macklin CelebriniF14:35+0.18Ivar StenbergF11:40-0.15Ty DellandreaF8:54-0.26Darnell NurseD17:20-0.30Barclay GoodrowF8:19-0.32Adam GaudetteF7:43-0.38Michael KesselringD16:18-0.42Nolan AllanD12:23-0.43Will SmithF11:11-0.48Dmitry OrlovD12:12-0.57Mason MarchmentF10:33-0.74Michael MisaF10:47-0.79
0.250.250.50.50.750.750Will SmithF6:09+0.53Mason MarchmentF6:05+0.53Ivar StenbergF6:19+0.52Macklin CelebriniF6:09+0.52Dmitry OrlovD5:51+0.35Jacob TroubaD3:10+0.17Kiefer SherwoodF2:45+0.01Tyler ToffoliF2:41+0.01Michael KesselringD0:12+0.01Michael MisaF2:49+0.00Adam GaudetteF2:29+0.00Filip BystedtF0:12+0.00Darnell NurseD0:11+0.00Sam DickinsonD0:03+0.00
0.250.250.50.50.750.75110Nolan AllanD0:43+0.17Michael KesselringD1:21+0.10Kiefer SherwoodF1:09+0.02Sam DickinsonD0:42+0.00Dmitry OrlovD0:08+0.00Will SmithF0:07+0.00Mason MarchmentF0:04-0.07Collin GrafF2:41-0.27Barclay GoodrowF1:12-0.30Macklin CelebriniF0:33-0.36Ty DellandreaF2:10-0.37Darnell NurseD2:34-0.75Jacob TroubaD2:36-0.82

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.

VAN
on ice power play penalty kill xGA xGF
SJS
on ice power play penalty kill xGA xGF

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
VAN 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
AskarovCelebriniGrafStenbergGoodrowGaudetteDellandreaMarchmentSmithMisaToffoliSherwoodBystedtNurseKesselringTroubaDickinsonOrlovAllanGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3MeriläinenChytilO'ConnorLekkerimakiKarlssonRossiOhgrenCotterBainsSassonBoeserDeBruskPetterssonOleksiakWillanderHronekPetterssonManciniBuium
How to read this

Rows are VAN'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.

The model

The prediction, scored

🔒 pregame · this game

Before puck drop the engine made SJS a 62.6% favorite, expecting a 2.94–3.74 game — SJS won 2–3, 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
VAN 2.942.92 1.892.03 0.890.85
SJS 3.742.16 2.491.39 0.990.57

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 — ■ VAN · ■ SJS.

Likeliest finals (VAN–SJS)probability
3–3 6.6% tied after regulation — OT/SO decides
2–2 5.4% tied after regulation — OT/SO decides
2–4 4.6%
4–4 4.5% tied after regulation — OT/SO decides
2–5 3.5%
2–3 3.2% what happened
5.4%2.4%015.7%8.9%122.9%16.5%222.2%20.4%316.3%19.2%49.6%14.6%54.8%9.3%62.0%5.0%71.1%3.7%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 SJS a 62.6% favorite — SJS controls 56.0% of the predicted xG. Of VAN's 2.94 expected goals, 1.89 should come at 5v5 and 0.89 on the power play; SJS projects 2.49 at 5v5 and 0.99 on the power play. The logistic challenger put the home side at 63.3%, Elo at 61.7%.

Why SJS 62.6%
win chance× expected goals
5v5 play +6.3 SJS ×1.10 · VAN ×0.98
home ice +3.8 SJS ×1.08 · VAN ×1.00
goaltending +2.6 SJS ×1.05 · VAN ×1.00
finishing −1.0 SJS ×1.02 · VAN ×1.05
special teams +1.0 SJS ×1.02 · VAN ×1.00
schedule +0.0 SJS ×1.00 · VAN ×1.00

Win chance is in points toward SJS (bars right of the line push toward SJS, left toward VAN). Each win-chance number is one-at-a-time: that piece reset to league average (neutral ice, a typical night's rest) on both sides and the game re-priced; the pieces interact, so they don't add up to the call. The multipliers are exact: a league-average team on neutral ice, on a typical night's rest, would expect 2.88 goals in this game, and each side's expected goals is that times its column of multipliers. Special teams reads small because the engine's power-play terms fit near zero, not because special teams don't matter.

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). VAN 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.

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.

VANSJS
2.32 (31st) Offense
xG for / game
2.70 (26th)
3.42 (31st) Defense
xG against / game
3.74 (32nd)
0.67 (23rd) Power play
PP xG / game
0.74 (19th)
0.87 (24th) Penalty kill
PP xG conceded / game
1.12 (32nd)

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 →