xJawn NHL expected goals

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CGY 0 – 4 EDM

Calgary Flames at Edmonton Oilers

Final · Oct 28, 2026
2026-27 · regular season
The call
EDM 63.7% ✓
expected 2.65–3.49 · EDM won 0–4
actual xG
1.98–2.88
xG share, predicted → actual
CGY 43% → 41%57% → 59% EDM
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 CGY's side, the same minutes at both ends: PP = CGY power play · PK = EDM power play · Leading = CGY ahead · ST = each club's own power play.

CGY attacks◀ all strengths
EDM 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: CGY attacks the left net, EDM 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 CGY's side and mirrored for EDM: “CGY PP” shows CGY's power-play attempts on the left and EDM'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
CGY EDM
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
0 4
Expected goals
1.97 2.88
xG%share of xG
41% 59%
High-dangerattempts ≥ 0.20 xG
0 2
Shots on goal
24 32
Attempts
54 60
xG by period · whole game 1st0.4–0.62nd1.1–0.73rd0.4–1.5

The Oilers beat the Flames 4–0 at home, and the chances agreed: EDM out-created CGY 2.9–2.0 in expected goals. At 5v5: CGY 2.0, EDM 2.1.

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 CGY − EDM xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1CGY AHEAD ▲EDM AHEAD ▼
How to read this

One line: cumulative CGY minus EDM expected goals. Above zero CGY is ahead on chances, below zero EDM 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
EDMMathieu Joseph 1st7:46 0.16
EDMMattias Ekholm 2nd4:52 0.01
EDMKasperi Kapanen 3rd0:55 PP 0.25
EDMAlex Formenton 3rd1:16 0.25
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.

CGY
against for own net ice time
0.50.5111.51.50Zayne ParekhD17:17+0.55Yan KuznetsovD15:14+0.30Jonathan CastagnaF13:18+0.18Brennan OthmannF0:52+0.08Ryan StromeF18:30+0.03Joel FarabeeF16:48+0.03Adam KlapkaF14:46+0.00Matvei GridinF22:31-0.16Matt CoronatoF18:12-0.19Martin PospisilF15:20-0.24Aydar SunievF13:21-0.26Kevin BahlD22:43-0.28Mikael BacklundF18:32-0.36Morgan FrostF13:19-0.40Simon NemecD23:36-0.60Zach WhitecloudD19:38-0.61Yegor SharangovichF11:58-0.80Jacob MiddletonD19:49-1.10
0.50.5110Zayne ParekhD15:44+0.61Yan KuznetsovD14:27+0.30Mikael BacklundF16:12+0.26Jonathan CastagnaF12:35+0.18Matt CoronatoF15:26+0.16Joel FarabeeF15:20+0.09Ryan StromeF17:07+0.08Brennan OthmannF0:52+0.08Kevin BahlD19:57+0.06Adam KlapkaF14:14+0.00Matvei GridinF20:07-0.05Martin PospisilF14:18-0.24Aydar SunievF12:52-0.26Simon NemecD21:00-0.27Zach WhitecloudD18:14-0.28Morgan FrostF11:51-0.33Yegor SharangovichF10:06-0.47Jacob MiddletonD18:18-0.77
0.250.250Adam KlapkaF0:32+0.00Simon NemecD0:31+0.00Ryan StromeF0:30+0.00Yegor SharangovichF0:29+0.00Aydar SunievF0:29+0.00Kevin BahlD0:03+0.00Matvei GridinF1:31-0.06Matt CoronatoF1:30-0.06Zayne ParekhD1:29-0.06Morgan FrostF1:28-0.06Joel FarabeeF1:28-0.06
0.250.250.50.50Martin PospisilF1:02+0.00Kevin BahlD0:47+0.00Yan KuznetsovD0:47+0.00Matt CoronatoF0:09+0.00Simon NemecD0:09+0.00Jonathan CastagnaF0:43-0.00Yegor SharangovichF1:23-0.33Jacob MiddletonD1:31-0.34Zach WhitecloudD1:20-0.34Mikael BacklundF1:13-0.34
EDM
against for own net ice time
0.50.5111.51.50Connor McDavidF18:50+1.15Leon DraisaitlF19:06+0.93Evan BouchardD22:12+0.91Vasily PodkolzinF16:08+0.54Mattias EkholmD18:44+0.47Kasperi KapanenF18:06+0.25Ryan SheaD20:51+0.23Ryan Nugent-HopkinsF18:23+0.21Connor MurphyD20:35+0.15Mathieu JosephF13:12+0.13Alex FormentonF12:12+0.10Jason DickinsonF13:00-0.03Isaac HowardF10:21-0.11Trent FredericF11:16-0.11Shakir MukhamadullinD19:16-0.13Ty EmbersonD16:19-0.15Owen MichaelsF10:39-0.20Colton DachF16:50-0.20
0.50.5110Connor McDavidF16:15+0.69Vasily PodkolzinF14:59+0.49Evan BouchardD19:39+0.28Leon DraisaitlF16:25+0.24Ryan SheaD17:55+0.18Mathieu JosephF12:11+0.13Mattias EkholmD16:50+0.12Alex FormentonF11:49+0.10Connor MurphyD18:18+0.04Jason DickinsonF12:15-0.03Kasperi KapanenF15:17-0.09Isaac HowardF9:32-0.11Trent FredericF10:32-0.11Shakir MukhamadullinD18:34-0.13Ty EmbersonD16:16-0.15Owen MichaelsF10:09-0.20Colton DachF15:38-0.25Ryan Nugent-HopkinsF16:06-0.36
0.250.250.50.50Evan BouchardD1:32+0.34Leon DraisaitlF1:24+0.34Connor McDavidF1:23+0.34Ryan Nugent-HopkinsF1:22+0.34Kasperi KapanenF1:21+0.34Vasily PodkolzinF0:49+0.00Isaac HowardF0:49+0.00Colton DachF0:45+0.00Trent FredericF0:44+0.00Ryan SheaD0:41+0.00Shakir MukhamadullinD0:09+0.00Jason DickinsonF0:08+0.00Mathieu JosephF0:06+0.00Alex FormentonF0:04+0.00Ty EmbersonD0:03+0.00
0.250.250Connor MurphyD1:27+0.06Mattias EkholmD0:44+0.06Connor McDavidF0:36+0.06Leon DraisaitlF0:16+0.06Ryan SheaD1:16+0.00Kasperi KapanenF0:56+0.00Mathieu JosephF0:55+0.00Shakir MukhamadullinD0:33+0.00Owen MichaelsF0:30+0.00Jason DickinsonF0:28+0.00Alex FormentonF0:19+0.00

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.

CGY
on ice power play penalty kill xGA xGF
EDM
on ice power play penalty kill xGA xGF

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
CGY won the chances EDM 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
JarryDraisaitlMcDavidPodkolzinNugent-HopkinsKapanenDachDickinsonJosephFormentonFredericHowardMichaelsEkholmBouchardMurphySheaEmbersonMukhamadullinGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3WolfCooleyStromePospisilGridinBacklundFarabeeCoronatoFrostSharangovichSunievOthmannKlapkaCastagnaBahlNemecMiddletonWhitecloudKuznetsovParekh
How to read this

Rows are CGY's skaters, columns EDM'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 EDM a 63.7% favorite, expecting a 2.65–3.49 game — EDM won 0–4, 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
CGY 2.651.98 1.931.98 0.530.00
EDM 3.492.88 2.322.14 0.960.34

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

🔒 pregame · this game

The likeliest finals the engine saw before the game, with what actually happened marked — ■ CGY · ■ EDM.

Likeliest finals (CGY–EDM)probability
3–3 6.7% tied after regulation — OT/SO decides
2–2 6.6% tied after regulation — OT/SO decides
2–4 4.9%
1–3 4.3%
4–4 3.9% tied after regulation — OT/SO decides
0–4 1.4% what happened
7.2%3.1%018.9%10.7%124.8%18.4%221.7%21.3%314.3%18.7%47.7%13.3%53.4%7.9%61.3%4.0%70.6%2.6%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

🔒 pregame · this game

The engine made EDM a 63.7% favorite — EDM controls 56.9% of the predicted xG. Of CGY's 2.65 expected goals, 1.93 should come at 5v5 and 0.53 on the power play; EDM projects 2.32 at 5v5 and 0.96 on the power play. The logistic challenger put the home side at 66.5%, Elo at 65.0%.

Why EDM 63.7%
win chance× expected goals
5v5 play +7.1 EDM ×1.07 · CGY ×0.93
finishing +4.3 EDM ×1.08 · CGY ×0.99
home ice +3.7 EDM ×1.08 · CGY ×1.00
goaltending −2.2 EDM ×0.96 · CGY ×1.01
special teams +0.6 EDM ×1.01 · CGY ×1.00
schedule −0.1 EDM ×0.99 · CGY ×0.99

Win chance is in points toward EDM (bars right of the line push toward EDM, left toward CGY). 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 2.89 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). CGY attacks the left net, EDM 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.

CGYEDM
2.43 (30th) Offense
xG for / game
2.71 (25th)
3.00 (17th) Defense
xG against / game
2.68 (8th)
0.36 (32nd) Power play
PP xG / game
0.86 (8th)
0.68 (11th) Penalty kill
PP xG conceded / game
0.75 (19th)

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 →