xJawn NHL expected goals

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OTT 3 – 2 TOR

Ottawa Senators at Toronto Maple Leafs

Final · Oct 3, 2026
2026-27 · regular season
The call
OTT 55.9% ✓
expected 3.18–2.86 · OTT won 3–2
actual xG
4.46–3.25
xG share, predicted → actual
OTT 53% → 58%47% → 42% TOR
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 OTT's side, the same minutes at both ends: PP = OTT power play · PK = TOR power play · Leading = OTT ahead · ST = each club's own power play.

OTT attacks◀ all strengths
TOR 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: OTT attacks the left net, TOR 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 OTT's side and mirrored for TOR: “OTT PP” shows OTT's power-play attempts on the left and TOR'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
OTT TOR
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
3 2
Expected goals
4.46 3.25
xG%share of xG
58% 42%
High-dangerattempts ≥ 0.20 xG
5 2
Shots on goal
29 29
Attempts
54 69
xG by period · whole game 1st0.6–0.62nd1.3–1.43rd2.5–1.2

The Senators beat the Maple Leafs 3–2 on the road, and the chances agreed: OTT out-created TOR 4.5–3.2 in expected goals. The Senators power play made 1.4 xG on 17 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 OTT − TOR xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1+1.5−1.5OTT AHEAD ▲TOR AHEAD ▼
How to read this

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

OTT
against for own net ice time
0.50.5111.51.5222.52.5330William EklundF16:16+2.54Drake BathersonF18:02+1.90Stephen HallidayF10:07+1.60Fabian ZetterlundF12:06+0.96Jordan SpenceD22:30+0.95Carter YakemchukD17:50+0.85Dylan CozensF16:17+0.64Thomas ChabotD27:06+0.52Shane PintoF20:27+0.22Claude GirouxF18:17+0.18Tim StützleF22:51+0.02Nikolas MatinpaloD18:48-0.17Jake SandersonD4:29-0.25Warren FoegeleF13:01-0.31Hayden HodgsonF5:10-0.35Nick CousinsF7:21-0.62Michael AmadioF19:13-0.73Tyler KlevenD21:43-0.92
TOR
against for own net ice time
0.50.5111.51.5222.52.50Kirill MarchenkoF19:26+1.56Auston MatthewsF21:50+1.55Darren RaddyshD22:46+1.47William NylanderF21:25+1.14Easton CowanF12:07+0.75John TavaresF18:03+0.66Jack RoslovicF14:49-0.05Oliver Ekman-LarssonD17:08-0.17Gavin McKennaF12:46-0.19Nick PaulF17:03-0.30Colton SissonsF14:24-0.47Chris TanevD17:28-0.85Jake McCabeD17:45-1.05Bo GroulxF7:22-1.12Morgan RiellyD18:23-1.33Troy StecherD18:10-1.76Teddy BluegerF10:24-1.89Brandon DuhaimeF9:51-2.27

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.

OTT
on ice power play penalty kill xGA xGF
FORWARD LINESL1Claude GirouxMichael AmadioShane Pinto8:05-0.01L2Warren FoegeleDrake BathersonTim Stützle6:40-0.32L3Fabian ZetterlundDylan CozensWilliam Eklund6:14+0.02L4Nick CousinsHayden HodgsonStephen Halliday4:01-0.35DEFENCE PAIRSD1Thomas ChabotJordan Spence11:54+0.48D2Tyler KlevenNikolas Matinpalo9:38-0.45D3Jake SandersonCarter Yakemchuk2:12-0.201ST2ND3RD00.750.75
TOR
on ice power play penalty kill xGA xGF
FORWARD LINESL1Jack RoslovicAuston MatthewsKirill Marchenko8:10+0.14L2John TavaresWilliam NylanderGavin McKenna7:15+0.11L3Colton SissonsNick PaulEaston Cowan6:36+0.43L4Teddy BluegerBrandon DuhaimeBo Groulx4:50-1.25DEFENCE PAIRSD1Chris TanevJake McCabe16:49-1.05D2Oliver Ekman-LarssonTroy Stecher14:58-0.40D3Morgan RiellyDarren Raddysh13:16-0.011ST2ND3RD01.51.5

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
OTT won the chances TOR 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
UllmarkGirouxAmadioPintoFoegeleBathersonStützleZetterlundCozensEklundCousinsHodgsonHallidayChabotSpenceKlevenMatinpaloSandersonYakemchukBobrovskyRoslovicMatthewsMarchenkoTavaresNylanderMcKennaSissonsPaulCowanBluegerDuhaimeGroulxTanevMcCabeEkman-LarssonStecherRiellyRaddyshGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
How to read this

Rows are OTT's skaters, columns TOR'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
OTTThomas Chabot 1st18:51 0.03
OTTMichael Amadio 2nd12:40 0.28
OTTStephen Halliday 3rd9:46 0.02
TORAuston Matthews 2nd0:33 0.06
TORKirill Marchenko 2nd7:06 PP 0.10

The prediction, scored

Before puck drop the engine made OTT a 55.9% favorite, expecting a 3.18–2.86 game — OTT won 3–2, 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
OTT 3.184.46 1.892.94 1.121.42
TOR 2.863.25 1.691.97 0.961.27

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 — ■ OTT · ■ TOR.

Likeliest finals (OTT–TOR)probability
3–3 7.1% tied after regulation — OT/SO decides
2–2 7.0% tied after regulation — OT/SO decides
4–2 4.4%
4–4 4.0% tied after regulation — OT/SO decides
3–1 3.8%
3–2 3.6% what happened
4.2%5.8%013.2%16.5%120.9%23.4%222.0%22.1%317.6%15.8%411.4%9.1%56.1%4.4%62.8%1.8%71.7%0.9%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 OTT a 55.9% favorite — TOR controls 47.3% of the predicted xG. Of OTT's 3.18 expected goals, 1.89 should come at 5v5 and 1.12 on the power play; TOR projects 1.69 at 5v5 and 0.96 on the power play. The logistic challenger put the home side at 43.1%, Elo at 50.7%.

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). OTT attacks the left net, TOR 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.

OTTTOR
2.95 (14th) Offense
xG for / game
2.84 (17th)
2.82 (15th) Defense
xG against / game
4.02 (32nd)
1.00 (6th) Power play
PP xG / game
0.78 (13th)
0.94 (25th) Penalty kill
PP xG conceded / game
1.21 (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 →