xJawn NHL expected goals

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CGY 1 – 4 VAN

Calgary Flames at Vancouver Canucks

Final · Oct 3, 2026
2026-27 · regular season
The call
CGY 52.2% ✗
expected 3.16–3.01 · VAN won 1–4
actual xG
1.84–2.79
xG share, predicted → actual
CGY 51% → 40%49% → 60% VAN
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 CGY's side, the same minutes at both ends: PP = CGY power play · PK = VAN power play · Leading = CGY ahead · ST = each club's own power play.

CGY attacks◀ all strengths
VAN 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, VAN 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 CGY's side and mirrored for VAN: “CGY PP” shows CGY's power-play attempts on the left and VAN'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
CGY VAN
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
1 3
Expected goals
1.84 2.79
xG%share of xG
40% 60%
High-dangerattempts ≥ 0.20 xG
0 1
Shots on goal
24 25
Attempts
63 62
xG by period · whole game 1st0.8–0.52nd0.6–1.13rd0.4–1.1

The Canucks beat the Flames 4–1 at home, and the chances agreed: VAN out-created CGY 2.8–1.8 in expected goals. At 5v5: CGY 1.6, VAN 1.8.

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 CGY − VAN xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1+1.5−1.5CGY AHEAD ▲VAN AHEAD ▼
How to read this

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

CGY
against for own net ice time
0.50.5110Joel FarabeeF14:35+0.09Matvei GridinF16:46+0.07Ryan StromeF11:34+0.01Kevin BahlD22:37-0.02Adam KlapkaF8:07-0.03Matt CoronatoF16:48-0.04Zayne ParekhD17:00-0.10Morgan FrostF15:48-0.11Brennan OthmannF10:30-0.14Maksim TsyplakovF11:29-0.19Simon NemecD19:59-0.23Yegor SharangovichF16:55-0.25Martin PospisilF12:31-0.29Zach WhitecloudD25:01-0.36Samuel HonzekF15:40-0.42Jacob MiddletonD17:39-0.59Mikael BacklundF18:57-0.60Joel HanleyD16:18-0.79
VAN
against for own net ice time
0.50.5111.51.50Liam OhgrenF17:19+0.95Tom WillanderD20:16+0.95Linus KarlssonF18:09+0.64Drew O'ConnorF17:50+0.54Elias PetterssonD14:47+0.53Paul CotterF14:05+0.51Brock BoeserF18:37+0.38Brendan GallagherF10:08+0.18Filip HronekD28:52+0.16Elias PetterssonF22:24+0.16Marco RossiF20:09+0.10Jamie OleksiakD17:54+0.09Jonathan LekkerimakiF11:15+0.06Max SassonF12:14-0.05Zeev BuiumD22:49-0.05Aatu RätyF9:30-0.07Luke SchennD8:04-0.08Arshdeep BainsF11:04-0.37

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.

CGY
on ice power play penalty kill xGA xGF
FORWARD LINESL1Morgan FrostMatt CoronatoMatvei Gridin13:27+0.05L2Ryan StromeYegor SharangovichBrennan Othmann8:45-0.13L3Mikael BacklundJoel FarabeeSamuel Honzek6:31+0.00L4Martin PospisilAdam KlapkaMaksim Tsyplakov6:01-0.08DEFENCE PAIRSD1Zach WhitecloudKevin Bahl18:20-0.21D2Joel HanleySimon Nemec13:02-0.67D3Jacob MiddletonZayne Parekh11:54-0.141ST2ND3RD01.251.25
VAN
on ice power play penalty kill xGA xGF
FORWARD LINESL1Elias PetterssonLinus KarlssonMarco Rossi10:45-0.24L2Brock BoeserPaul CotterLiam Ohgren9:34+0.06L3Arshdeep BainsJonathan LekkerimakiMax Sasson6:43-0.23L4Brendan GallagherDrew O'ConnorAatu Räty6:25+0.14DEFENCE PAIRSD1Filip HronekZeev Buium12:55-0.33D2Jamie OleksiakTom Willander12:18+0.28D3Luke SchennElias Pettersson4:36-0.031ST2ND3RD00.750.75

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
CGY won the chances VAN 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
CooleyFrostCoronatoGridinStromeSharangovichOthmannBacklundFarabeeHonzekPospisilKlapkaTsyplakovWhitecloudBahlHanleyNemecMiddletonParekhMeriläinenPetterssonKarlssonRossiBoeserCotterOhgrenBainsLekkerimakiSassonGallagherO'ConnorRätyHronekBuiumOleksiakWillanderSchennPetterssonGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
How to read this

Rows are CGY's skaters, columns VAN'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
CGYMatt Coronato 1st14:51 PP 0.05
VANLiam Ohgren 3rd1:28 0.39
VANElias Pettersson 3rd9:04 0.10
VANDrew O'Connor 3rd16:33 0.07
VANAatu Räty 3rd17:16 EN 0.49

The prediction, scored

Before puck drop the engine made CGY a 52.2% favorite, expecting a 3.16–3.01 game — VAN won 1–4, 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
CGY 3.161.84 2.481.57 0.520.14
VAN 3.012.79 2.331.81 0.470.69

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 — ■ CGY · ■ VAN.

Likeliest finals (CGY–VAN)probability
3–3 7.1% tied after regulation — OT/SO decides
2–2 6.7% tied after regulation — OT/SO decides
4–4 4.2% tied after regulation — OT/SO decides
4–2 4.1%
2–4 3.8%
1–4 2.4% what happened
4.3%5.0%013.5%14.9%121.1%22.2%222.1%22.2%317.5%16.7%411.2%10.2%56.0%5.2%62.7%2.3%71.6%1.2%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 CGY a 52.2% favorite — VAN controls 48.9% of the predicted xG. Of CGY's 3.16 expected goals, 2.48 should come at 5v5 and 0.52 on the power play; VAN projects 2.33 at 5v5 and 0.47 on the power play. The logistic challenger put the home side at 48.8%, Elo at 52.5%.

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). CGY attacks the left net, VAN 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.

CGYVAN
2.53 (25th) Offense
xG for / game
2.16 (30th)
2.91 (19th) Defense
xG against / game
3.63 (29th)
0.26 (32nd) Power play
PP xG / game
0.40 (29th)
0.46 (4th) Penalty kill
PP xG conceded / game
1.04 (29th)

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 →