xJawn NHL expected goals

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Final · Oct 23, 2026
2026-27 · regular season
The call
MTL 62.5% ✓
expected 3.54–2.75 · MTL won 4–1
actual xG
2.46–2.19
xG share, predicted → actual
MTL 56% → 53%44% → 47% CHI
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 MTL's side, the same minutes at both ends: PP = MTL power play · PK = CHI power play · Leading = MTL ahead · ST = each club's own power play.

MTL attacks◀ all strengths
CHI 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: MTL attacks the left net, CHI 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 MTL's side and mirrored for CHI: “MTL PP” shows MTL's power-play attempts on the left and CHI'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
MTL CHI
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
3 1
Expected goals
2.46 2.19
xG%share of xG
53% 47%
High-dangerattempts ≥ 0.20 xG
2 1
Shots on goal
27 21
Attempts
52 40
xG by period · whole game 1st1.0–0.82nd1.1–1.13rd0.4–0.3

The Canadiens beat the Blackhawks 4–1 on the road in a game the chances called about even, MTL 2.5 to CHI 2.2 in expected goals. The Blackhawks power play made 0.9 xG on 13 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

all situations · this game
cumulative MTL − CHI xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1MTL AHEAD ▲CHI AHEAD ▼
How to read this

One line: cumulative MTL minus CHI expected goals. Above zero MTL is ahead on chances, below zero CHI 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
MTLJake Evans 1st17:29 0.19
MTLJake Evans 2nd7:45 SH 0.08
MTLKaiden Guhle 2nd18:26 0.01
MTLMike Matheson 3rd17:22 EN 0.32
CHIConnor Bedard 1st4:23 0.06
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.

MTL
against for own net ice time
0.50.5111.51.50Lane HutsonD22:04+0.88Kaiden GuhleD23:30+0.62Noah DobsonD19:48+0.33Kirby DachF11:32+0.29Alexandre TexierF13:36+0.24Owen BeckF10:25+0.23Cole CaufieldF16:11+0.23Oliver KapanenF15:04+0.22Juraj SlafkovskýF16:03+0.19Zachary BolducF13:08+0.18Josh AndersonF13:19+0.11Alex NewhookF15:12+0.09Chris KreiderF11:19-0.06Jake EvansF17:12-0.15Arber XhekajD10:38-0.30Phillip DanaultF18:15-0.32Mike MathesonD20:15-0.35Alexandre CarrierD22:40-0.54
0.250.250.50.50.750.75110Lane HutsonD17:35+0.53Kaiden GuhleD18:26+0.52Mike MathesonD13:16+0.40Jake EvansF10:30+0.35Kirby DachF10:22+0.33Alexandre TexierF12:16+0.33Phillip DanaultF11:52+0.31Owen BeckF10:17+0.27Zachary BolducF11:47+0.27Josh AndersonF9:01+0.12Alexandre CarrierD17:06+0.08Chris KreiderF9:57+0.07Alex NewhookF10:32+0.07Noah DobsonD13:25-0.11Cole CaufieldF13:24-0.13Oliver KapanenF12:08-0.14Juraj SlafkovskýF12:56-0.17Arber XhekajD10:11-0.30
0.250.250.50.50Juraj SlafkovskýF3:01+0.36Noah DobsonD2:51+0.36Oliver KapanenF2:49+0.36Cole CaufieldF2:47+0.36Lane HutsonD2:46+0.36Alexandre CarrierD0:22+0.00Phillip DanaultF0:14+0.00Josh AndersonF0:14+0.00Mike MathesonD1:35-0.09Alex NewhookF1:22-0.09Zachary BolducF1:21-0.09Alexandre TexierF1:20-0.09Chris KreiderF1:08-0.09
0.250.250.50.50.750.75110Noah DobsonD2:57+0.08Alex NewhookF2:13+0.08Kaiden GuhleD3:52+0.08Arber XhekajD0:27+0.00Oliver KapanenF0:07+0.00Juraj SlafkovskýF0:06+0.00Josh AndersonF2:59-0.01Kirby DachF1:02-0.04Lane HutsonD0:31-0.04Chris KreiderF0:06-0.04Jake EvansF5:07-0.53Phillip DanaultF5:03-0.63Alexandre CarrierD4:40-0.63Mike MathesonD4:18-0.66
CHI
against for own net ice time
0.50.5111.51.50Connor BedardF20:06+0.60Roman KantserovF19:39+0.41Cole SmithF13:27+0.36Ryan GreeneF12:46+0.19Patrick KaneF20:53+0.14Sam RinzelD17:17+0.14Jordan GreenwayF13:16+0.12Ryan DonatoF13:33-0.01Oliver MooreF11:07-0.01Frank NazarF17:53-0.05Artyom LevshunovD19:24-0.13Tyler BertuzziF16:46-0.14Ethan Del MastroD10:05-0.24Teuvo TeravainenF15:24-0.26Wyatt KaiserD19:02-0.42Alex VlasicD21:40-0.42Ian ColeD18:22-0.43Anton FrondellF14:06-0.87
0.250.250.50.50.750.750Cole SmithF11:55+0.23Jordan GreenwayF11:14+0.18Connor BedardF13:01+0.12Ryan GreeneF11:25+0.06Sam RinzelD13:38+0.01Frank NazarF11:53-0.03Roman KantserovF13:32-0.05Artyom LevshunovD16:29-0.09Ryan DonatoF10:09-0.10Oliver MooreF8:21-0.10Alex VlasicD18:05-0.18Ian ColeD15:38-0.22Ethan Del MastroD10:05-0.24Patrick KaneF13:45-0.29Wyatt KaiserD15:58-0.40Teuvo TeravainenF8:34-0.41Tyler BertuzziF10:42-0.60Anton FrondellF10:32-0.70
0.250.250.50.50.750.75110Connor BedardF5:18+0.50Roman KantserovF5:35+0.46Tyler BertuzziF5:32+0.46Patrick KaneF5:31+0.46Teuvo TeravainenF5:13+0.41Sam RinzelD3:05+0.13Frank NazarF2:51+0.08Oliver MooreF2:46+0.08Ryan DonatoF2:45+0.08Anton FrondellF2:30+0.08Alex VlasicD0:15+0.04Cole SmithF0:05+0.04Ian ColeD0:04+0.04Jordan GreenwayF0:03+0.04Wyatt KaiserD0:17+0.00
0.250.250.50.50Cole SmithF1:19+0.09Ryan GreeneF1:13+0.09Sam RinzelD0:14+0.00Ryan DonatoF0:08+0.00Wyatt KaiserD1:50-0.02Artyom LevshunovD1:37-0.02Frank NazarF2:04-0.10Jordan GreenwayF1:51-0.10Ian ColeD2:32-0.25Alex VlasicD2:31-0.25Teuvo TeravainenF1:05-0.26Anton FrondellF1:04-0.26

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.

MTL
on ice power play penalty kill xGA xGF
CHI
on ice power play penalty kill xGA xGF

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
MTL won the chances CHI 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
KnightKaneBedardKantserovGreenwaySmithGreeneDonatoNazarMooreTeravainenBertuzziFrondellKaiserLevshunovColeVlasicDel MastroRinzelGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3FowlerCaufieldKapanenSlafkovskýDanaultTexierBolducEvansDachBeckKreiderAndersonNewhookCarrierGuhleMathesonHutsonDobsonXhekaj
How to read this

Rows are MTL's skaters, columns CHI'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 MTL a 62.5% favorite, expecting a 3.54–2.75 game — MTL won 4–1, 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
MTL 3.542.46 2.521.69 0.690.38
CHI 2.752.19 1.771.13 0.740.95

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 — ■ MTL · ■ CHI.

Likeliest finals (MTL–CHI)probability
3–3 6.7% tied after regulation — OT/SO decides
2–2 6.2% tied after regulation — OT/SO decides
4–2 4.8%
4–4 4.1% tied after regulation — OT/SO decides
3–1 4.0%
4–1 3.5% what happened
2.9%6.5%010.3%17.7%118.0%24.1%221.2%22.0%318.9%15.1%413.6%8.4%58.1%3.9%64.2%1.6%72.8%0.8%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 MTL a 62.5% favorite — CHI controls 43.7% of the predicted xG. Of MTL's 3.54 expected goals, 2.52 should come at 5v5 and 0.69 on the power play; CHI projects 1.77 at 5v5 and 0.74 on the power play. The logistic challenger put the home side at 33.1%, Elo at 44.4%.

Why MTL 62.5%
win chance× expected goals
5v5 play +10.5 MTL ×1.14 · CHI ×0.93
goaltending +3.6 MTL ×1.01 · CHI ×0.94
home ice −3.2 MTL ×1.00 · CHI ×1.08
finishing +1.6 MTL ×1.03 · CHI ×1.00
special teams +1.3 MTL ×1.02 · CHI ×0.99
schedule −0.5 MTL ×1.01 · CHI ×1.02

Win chance is in points toward MTL (bars right of the line push toward MTL, left toward CHI). 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 2.88 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). MTL attacks the left net, CHI 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.

MTLCHI
3.05 (14th) Offense
xG for / game
2.26 (32nd)
3.09 (18th) Defense
xG against / game
3.37 (30th)
0.68 (21st) Power play
PP xG / game
0.49 (31st)
1.00 (30th) Penalty kill
PP xG conceded / game
0.67 (10th)

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 →