xJawn NHL expected goals

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OTT 1 – 3 PHI

Ottawa Senators at Philadelphia Flyers

Final · Oct 17, 2026
2026-27 · regular season
The call
OTT 53.0% ✗
expected 2.77–2.61 · PHI won 1–3
actual xG
2.44–2.07
xG share, predicted → actual
OTT 52% → 54%48% → 46% PHI
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Adjusts with rink filters

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

OTT attacks◀ all strengths
PHI 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, PHI 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, 134 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from OTT's side and mirrored for PHI: “OTT PP” shows OTT's power-play attempts on the left and PHI'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 PHI
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
1 2
Expected goals
2.44 2.06
xG%share of xG
54% 46%
High-dangerattempts ≥ 0.20 xG
1 0
Shots on goal
26 27
Attempts
54 56
xG by period · whole game 1st0.6–1.02nd1.1–1.03rd0.8–0.1

The Flyers beat the Senators 3–1 at home in a game the chances called about even, OTT 2.4 to PHI 2.1 in expected goals. The Flyers power play made 1.2 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 − PHI xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1OTT AHEAD ▲PHI AHEAD ▼
How to read this

One line: cumulative OTT minus PHI expected goals. Above zero OTT is ahead on chances, below zero PHI 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
0.50.5111.51.50Carter YakemchukD21:45+0.95Claude GirouxF19:20+0.79Drake BathersonF19:58+0.79Dylan CozensF14:51+0.59Warren FoegeleF13:27+0.48Fabian ZetterlundF13:29+0.39Tim StützleF23:03+0.34Jordan SpenceD20:18+0.26Stephen HallidayF14:27+0.23Nick CousinsF8:42+0.11Andre BurakovskyF9:14+0.05Artem ZubD20:25-0.03Michael AmadioF11:54-0.11Shane PintoF18:37-0.17Tyler KlevenD22:29-0.17Thomas ChabotD12:03-0.35Ridly GreigF15:34-0.40Nikolas MatinpaloD16:58-0.55
PHI
against for own net ice time
0.50.5111.51.50Matvei MichkovF14:29+0.85Denver BarkeyF15:39+0.65Porter MartoneF13:28+0.58David JiricekD14:08+0.58Michael BuntingF15:29+0.52Jamie DrysdaleD21:50+0.12Tyson FoersterF18:39-0.06Simon BenoitD15:06-0.07Oliver BonkD19:12-0.09Trevor ZegrasF19:18-0.10Jack StudnickaF9:05-0.32Christian DvorakF21:41-0.33Garrett WilsonF7:51-0.41Sean CouturierF18:00-0.42Noah CatesF14:00-0.43Noel AcciariF11:52-0.47Nick SeelerD19:29-0.95Travis SanheimD27:01-1.15

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 LINESL1Drake BathersonTim StützleStephen Halliday9:42+0.20L2Warren FoegeleFabian ZetterlundRidly Greig7:51+0.15L3Nick CousinsMichael AmadioShane Pinto6:09+0.15L4Claude GirouxAndre BurakovskyDylan Cozens4:09-0.02DEFENCE PAIRSD1Jordan SpenceTyler Kleven8:36+0.11D2Nikolas MatinpaloCarter Yakemchuk5:53+0.09D3Thomas ChabotArtem Zub4:39+0.091ST2ND3RD00.750.75
PHI
on ice power play penalty kill xGA xGF
FORWARD LINESL1Christian DvorakTrevor ZegrasTyson Foerster12:01-0.72L2Sean CouturierMichael BuntingDenver Barkey9:59-0.03L3Noah CatesMatvei MichkovPorter Martone8:08-0.01L4Garrett WilsonNoel AcciariJack Studnicka6:54-0.41DEFENCE PAIRSD1Travis SanheimOliver Bonk16:31-0.37D2Nick SeelerJamie Drysdale12:39-0.28D3Simon BenoitDavid Jiricek11:01-0.021ST2ND3RD01.251.25

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
OTT won the chances PHI 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
UllmarkBathersonStützleHallidayFoegeleZetterlundGreigCousinsAmadioPintoGirouxBurakovskyCozensSpenceKlevenMatinpaloYakemchukChabotZubVladarDvorakZegrasFoersterCouturierBuntingBarkeyCatesMichkovMartoneWilsonAcciariStudnickaSanheimBonkSeelerDrysdaleBenoitJiricekGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
How to read this

Rows are OTT's skaters, columns PHI'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
OTTDrake Batherson 2nd5:55 0.16
PHIPorter Martone 2nd9:03 0.10
PHIMatvei Michkov 2nd18:33 PP 0.12
PHITrevor Zegras 3rd19:46 EN 0.50

The prediction, scored

Before puck drop the engine made OTT a 53.0% favorite, expecting a 2.77–2.61 game — PHI won 1–3, 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
OTT 2.772.44 1.791.91 0.740.53
PHI 2.612.07 1.630.88 0.831.19

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 · ■ PHI.

Likeliest finals (OTT–PHI)probability
2–2 8.6% tied after regulation — OT/SO decides
3–3 6.9% tied after regulation — OT/SO decides
1–1 4.7% tied after regulation — OT/SO decides
3–1 4.5%
4–2 4.1%
1–3 4.0% what happened
6.3%7.4%017.4%19.3%123.9%24.9%221.9%21.5%315.3%14.1%48.7%7.5%54.1%3.3%61.6%1.3%70.8%0.6%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 53.0% favorite — PHI controls 48.5% of the predicted xG. Of OTT's 2.77 expected goals, 1.79 should come at 5v5 and 0.74 on the power play; PHI projects 1.63 at 5v5 and 0.83 on the power play. The logistic challenger put the home side at 43.7%, Elo at 49.3%.

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, PHI 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.

OTTPHI
2.72 (22nd) Offense
xG for / game
2.10 (32nd)
2.75 (13th) Defense
xG against / game
3.50 (29th)
0.91 (6th) Power play
PP xG / game
0.60 (26th)
0.86 (23rd) Penalty kill
PP xG conceded / game
0.73 (17th)

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 →