xJawn NHL expected goals

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BUF 3 – 4 MTL

Buffalo Sabres at Montréal Canadiens

Final / SO · Oct 13, 2026
2026-27 · regular season
The call
MTL 58.0% ✓
expected 2.91–3.43 · MTL won 3–4 in SO
actual xG
2.12–3.47
xG share, predicted → actual
BUF 46% → 38%54% → 62% MTL
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 BUF's side, the same minutes at both ends: PP = BUF power play · PK = MTL power play · Leading = BUF ahead · ST = each club's own power play.

BUF attacks◀ all strengths
MTL 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: BUF attacks the left net, MTL 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 BUF's side and mirrored for MTL: “BUF PP” shows BUF's power-play attempts on the left and MTL'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
BUF MTL
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
3 3
Expected goals
2.12 3.47
xG%share of xG
38% 62%
High-dangerattempts ≥ 0.20 xG
2 5
Shots on goal
16 38
Attempts
42 57
xG by period · whole game 1st0.7–1.32nd0.2–0.63rd1.2–0.9OT0.0–0.8

The Canadiens beat the Sabres 4–3 in a shootout at home, and the chances agreed: MTL out-created BUF 3.5–2.1 in expected goals. At 5v5: BUF 1.7, MTL 1.7.

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 BUF − MTL xG · bands = power plays · lines = goals
1ST2ND3RDOT+0.5−0.5+1−1+1.5−1.5BUF AHEAD ▲MTL AHEAD ▼
How to read this

One line: cumulative BUF minus MTL expected goals. Above zero BUF is ahead on chances, below zero MTL 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
BUFOlen Zellweger 1st2:16 0.01
BUFJosh Norris 3rd4:24 0.01
BUFOlen Zellweger 3rd5:25 0.02
MTLLane Hutson 1st14:28 PP 0.07
MTLCole Caufield 2nd1:19 0.08
MTLJosh Anderson 2nd19:10 0.11
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.

BUF
against for own net ice time
0.50.5111.51.50Jack QuinnF19:01+1.03Noah OstlundF19:40+0.78Zach BensonF19:36+0.65Tage ThompsonF22:26+0.06Zach MetsaD14:58+0.06Dennis GilbertD8:41-0.21Josh NorrisF11:51-0.23Olen ZellwegerD25:49-0.40Jiri KulichF16:51-0.40Justin DanforthF9:58-0.43Louis CrevierD12:43-0.43Peyton KrebsF13:12-0.45Owen PowerD28:22-0.52Ryan McLeodF14:22-0.55Konsta HeleniusF14:15-0.62Josh DoanF17:23-0.67Beck MalenstynF11:55-0.74Mattias SamuelssonD26:38-0.74
0.250.250.50.50.750.75110Zach BensonF11:21+0.86Jack QuinnF11:28+0.65Noah OstlundF12:43+0.55Mattias SamuelssonD21:04+0.38Olen ZellwegerD19:45+0.15Zach MetsaD13:16+0.06Beck MalenstynF8:49-0.03Tage ThompsonF14:01-0.03Justin DanforthF8:54-0.07Louis CrevierD10:48-0.08Josh NorrisF7:43-0.10Josh DoanF14:04-0.20Dennis GilbertD7:59-0.21Ryan McLeodF9:51-0.27Owen PowerD17:38-0.31Jiri KulichF12:42-0.40Konsta HeleniusF11:53-0.41Peyton KrebsF12:46-0.45
0.250.250.50.50Owen PowerD5:54+0.38Noah OstlundF5:16+0.38Tage ThompsonF5:54+0.38Jack QuinnF5:40+0.38Zach BensonF5:18+0.25Olen ZellwegerD2:14+0.13Jiri KulichF2:29+0.00Josh NorrisF2:28+0.00Josh DoanF2:19+0.00Konsta HeleniusF1:44+0.00Mattias SamuelssonD0:08+0.00Beck MalenstynF0:05+0.00Louis CrevierD0:04+0.00Justin DanforthF0:03+0.00Ryan McLeodF1:06-0.00
0.250.250.50.50.750.75110Zach MetsaD1:32+0.00Zach BensonF1:27+0.00Dennis GilbertD0:42+0.00Noah OstlundF0:36+0.00Peyton KrebsF0:26+0.00Josh NorrisF0:09+0.00Ryan McLeodF1:43-0.06Louis CrevierD1:51-0.35Justin DanforthF1:01-0.36Owen PowerD2:01-0.43Beck MalenstynF3:01-0.71Mattias SamuelssonD3:12-0.78
MTL
against for own net ice time
0.50.5111.51.5220Juraj SlafkovskýF19:41+1.34Nick SuzukiF23:32+1.03Lane HutsonD27:07+0.85Cole CaufieldF19:46+0.80Chris KreiderF13:50+0.67Zachary BolducF14:58+0.61Adam EngstromD13:22+0.50Alexandre TexierF14:36+0.31Alex NewhookF15:19+0.28Kaiden GuhleD25:25+0.26Alexandre CarrierD21:55+0.03Phillip DanaultF17:25-0.02Josh AndersonF14:21-0.06Arber XhekajD14:26-0.06Owen BeckF6:59-0.11Kirby DachF9:40-0.21Jake EvansF13:42-0.40Noah DobsonD18:56-0.41
0.50.5110Adam EngstromD12:53+0.50Kaiden GuhleD18:10+0.34Juraj SlafkovskýF14:31+0.27Phillip DanaultF12:58+0.20Alex NewhookF10:06+0.16Zachary BolducF12:44+0.14Alexandre CarrierD15:43+0.10Nick SuzukiF15:55+0.07Arber XhekajD11:13+0.03Cole CaufieldF13:46+0.02Alexandre TexierF11:45+0.02Josh AndersonF11:38-0.09Owen BeckF6:59-0.11Kirby DachF7:06-0.21Chris KreiderF9:55-0.25Jake EvansF8:27-0.27Lane HutsonD20:01-0.40Noah DobsonD12:55-0.60
0.250.250.50.50.750.75110Lane HutsonD3:24+0.78Juraj SlafkovskýF3:09+0.78Nick SuzukiF3:07+0.78Cole CaufieldF3:07+0.78Chris KreiderF3:17+0.71Phillip DanaultF0:06+0.07Alexandre TexierF1:32+0.00Alex NewhookF1:31+0.00Kirby DachF1:30+0.00Zachary BolducF1:15+0.00Noah DobsonD0:47+0.00Adam EngstromD0:29+0.00Kaiden GuhleD0:01+0.00
0.250.250.50.50Josh AndersonF2:43+0.04Kirby DachF1:04+0.00Noah DobsonD3:20-0.09Arber XhekajD3:13-0.09Alex NewhookF2:34-0.09Jake EvansF4:44-0.13Kaiden GuhleD5:03-0.29Alexandre CarrierD4:56-0.29Phillip DanaultF4:00-0.29Nick SuzukiF0:50-0.29

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.

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

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
BUF won the chances MTL 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
FowlerSuzukiCaufieldSlafkovskýDanaultTexierBolducKreiderAndersonNewhookEvansDachBeckCarrierGuhleDobsonHutsonXhekajEngstromGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3LuukkonenQuinnOstlundBensonMcLeodKulichHeleniusThompsonKrebsDoanMalenstynDanforthNorrisSamuelssonZellwegerPowerMetsaGilbertCrevier
How to read this

Rows are BUF's skaters, columns MTL'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 58.0% favorite, expecting a 2.91–3.43 game — MTL won 3–4, 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
BUF 2.912.12 1.871.68 0.800.43
MTL 3.433.47 2.201.67 0.840.78

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 — ■ BUF · ■ MTL.

Likeliest finals (BUF–MTL)probability
3–3 6.9% what happened — regulation ended tied; MTL won in SO
2–2 6.2% tied after regulation — OT/SO decides
2–4 4.5%
4–4 4.3% tied after regulation — OT/SO decides
1–3 3.6%
5.6%3.3%016.0%11.1%123.0%18.9%222.2%21.5%316.1%18.6%49.5%12.9%54.7%7.5%62.0%3.7%71.0%2.4%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 58.0% favorite — MTL controls 54.1% of the predicted xG. Of BUF's 2.91 expected goals, 1.87 should come at 5v5 and 0.80 on the power play; MTL projects 2.20 at 5v5 and 0.84 on the power play. The logistic challenger put the home side at 58.1%, Elo at 55.6%.

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). BUF attacks the left net, MTL 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.

BUFMTL
3.14 (9th) Offense
xG for / game
3.05 (14th)
3.19 (26th) Defense
xG against / game
3.09 (18th)
0.71 (20th) Power play
PP xG / game
0.68 (21st)
0.90 (27th) Penalty kill
PP xG conceded / game
1.00 (30th)

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 →