xJawn NHL expected goals

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VAN 2 – 4 TBL

Vancouver Canucks at Tampa Bay Lightning

Final · Oct 17, 2026
2026-27 · regular season
The call
TBL 76.8% ✓
expected 2.36–4.17 · TBL won 2–4
actual xG
1.74–4.62
xG share, predicted → actual
VAN 36% → 27%64% → 73% TBL
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 VAN's side, the same minutes at both ends: PP = VAN power play · PK = TBL power play · Leading = VAN ahead · ST = each club's own power play.

VAN attacks◀ all strengths
TBL 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, TBL 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, 124 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from VAN's side and mirrored for TBL: “VAN PP” shows VAN's power-play attempts on the left and TBL'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
VAN TBL
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
2 4
Expected goals
1.74 4.62
xG%share of xG
27% 73%
High-dangerattempts ≥ 0.20 xG
0 7
Shots on goal
14 35
Attempts
51 67
xG by period · whole game 1st0.6–1.62nd0.9–1.83rd0.3–1.2

The Lightning beat the Canucks 4–2 at home, and the chances agreed: TBL out-created VAN 4.6–1.7 in expected goals. At 5v5: VAN 1.3, TBL 4.3.

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 VAN − TBL xG · bands = power plays · lines = goals
1ST2ND3RD+1−1+2−2+3−3VAN AHEAD ▲TBL AHEAD ▼
How to read this

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

VAN
against for own net ice time
0.50.5111.51.5222.52.5330Arshdeep BainsF11:40+0.04Victor ManciniD10:18-0.06Zeev BuiumD18:37-0.10Linus KarlssonF16:49-0.22Brendan GallagherF10:50-0.28Max SassonF11:14-0.32Jonathan LekkerimakiF13:06-0.45Jake DeBruskF16:29-0.45Liam OhgrenF12:40-0.52Elias PetterssonF18:00-0.54Jamie OleksiakD15:49-0.60Tom WillanderD20:49-0.74Paul CotterF15:33-0.96Drew O'ConnorF17:56-1.16Filip ChytilF20:31-1.32Brock BoeserF21:32-1.68Filip HronekD26:51-2.28Elias PetterssonD21:42-2.44
TBL
against for own net ice time
0.50.5111.51.5222.52.50Nikita KucherovF20:40+1.92John CarlsonD18:23+1.90J.J. MoserD20:06+1.90Brayden PointF17:06+1.61Anthony CirelliF17:04+1.24Jake GuentzelF19:06+1.11Brandon HagelF20:10+1.00Charle-Edouard D'AstousD16:55+1.00Ilya MikheyevF15:39+0.97Gage GoncalvesF16:47+0.96Pontus HolmbergF14:00+0.65Zemgus GirgensonsF13:21+0.62Emil LillebergD15:53+0.60Erik CernakD21:32+0.19Ryan McDonaghD13:56-0.07Victor HedmanD12:36-0.10Conor GeekieF11:07-0.31Dominic JamesF10:32-0.37

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.

VAN
on ice power play penalty kill xGA xGF
FORWARD LINESL1Jake DeBruskElias PetterssonJonathan Lekkerimaki9:14-0.32L2Brock BoeserFilip ChytilPaul Cotter7:48-1.01L3Linus KarlssonDrew O'ConnorLiam Ohgren7:22-0.25L4Brendan GallagherArshdeep BainsMax Sasson6:12+0.04DEFENCE PAIRSD1Filip HronekElias Pettersson17:35-2.23D2Jamie OleksiakTom Willander11:20-0.27D3Victor ManciniZeev Buium9:08+0.011ST2ND3RD02.752.75
TBL
on ice power play penalty kill xGA xGF
FORWARD LINESL1Nikita KucherovAnthony CirelliBrandon Hagel13:13+1.21L2Zemgus GirgensonsPontus HolmbergIlya Mikheyev11:25+0.62L3Jake GuentzelBrayden PointGage Goncalves9:45+0.28SPAREConor Geekie11:07-0.31SPAREDominic James10:32-0.37DEFENCE PAIRSD1John CarlsonJ.J. Moser15:45+2.05D2Charle-Edouard D'AstousEmil Lilleberg14:02+0.66D3Victor HedmanErik Cernak8:46+0.08SPARERyan McDonagh13:56-0.071ST2ND3RD02.752.75

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
VAN won the chances TBL 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
LankinenDeBruskPetterssonLekkerimakiBoeserChytilCotterKarlssonO'ConnorOhgrenGallagherBainsSassonHronekPetterssonOleksiakWillanderManciniBuiumHildebyKucherovCirelliHagelGirgensonsHolmbergMikheyevGuentzelPointGoncalvesGeekieJamesCarlsonMoserD'AstousLillebergHedmanCernakMcDonaghGL1L2L3L4D1D2D3GL1L2L3FD1D2D3D
How to read this

Rows are VAN's skaters, columns TBL'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
VANLinus Karlsson 1st15:32 0.02
VANElias Pettersson 2nd4:35 PP 0.08
TBLNikita Kucherov 2nd6:30 PP 0.25
TBLNikita Kucherov 2nd11:23 0.06
TBLJake Guentzel 3rd2:04 0.03
TBLPontus Holmberg 3rd15:57 0.13

The prediction, scored

Before puck drop the engine made TBL a 76.8% favorite, expecting a 2.36–4.17 game — TBL won 2–4, 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 2.361.74 1.641.27 0.540.39
TBL 4.174.62 3.004.28 0.940.34

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 — ■ VAN · ■ TBL.

Likeliest finals (VAN–TBL)probability
3–3 5.5% tied after regulation — OT/SO decides
2–4 5.4% what happened
2–2 5.0% tied after regulation — OT/SO decides
1–4 4.5%
2–5 4.5%
9.6%1.5%022.5%6.4%126.3%13.2%220.5%18.3%312.0%19.3%45.7%16.5%52.3%11.7%60.8%7.0%70.3%6.1%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 TBL a 76.8% favorite — TBL controls 63.9% of the predicted xG. Of VAN's 2.36 expected goals, 1.64 should come at 5v5 and 0.54 on the power play; TBL projects 3.00 at 5v5 and 0.94 on the power play. The logistic challenger put the home side at 78.8%, Elo at 72.9%.

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). VAN attacks the left net, TBL 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.

VANTBL
2.27 (30th) Offense
xG for / game
3.38 (6th)
3.67 (30th) Defense
xG against / game
2.51 (8th)
0.51 (30th) Power play
PP xG / game
0.71 (21st)
0.93 (27th) Penalty kill
PP xG conceded / game
0.64 (7th)

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 →