xJawn NHL expected goals

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UTA 4 – 1 BUF

Utah Mammoth at Buffalo Sabres

Final · Oct 10, 2026
2026-27 · regular season
The call
BUF 55.1% ✗
expected 3.08–3.41 · UTA won 4–1
actual xG
4.58–2.73
xG share, predicted → actual
UTA 47% → 63%53% → 37% BUF
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 UTA's side, the same minutes at both ends: PP = UTA power play · PK = BUF power play · Leading = UTA ahead · ST = each club's own power play.

UTA attacks◀ all strengths
BUF 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: UTA attacks the left net, BUF 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 UTA's side and mirrored for BUF: “UTA PP” shows UTA's power-play attempts on the left and BUF'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
UTA BUF
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
4 1
Expected goals
4.58 2.73
xG%share of xG
63% 37%
High-dangerattempts ≥ 0.20 xG
2 2
Shots on goal
30 24
Attempts
75 62
xG by period · whole game 1st1.6–0.42nd1.6–0.63rd1.3–1.7

The Mammoth beat the Sabres 4–1 on the road, and the chances agreed: UTA out-created BUF 4.6–2.7 in expected goals. The Sabres power play made 1.1 xG on 16 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 UTA − BUF xG · bands = power plays · lines = goals
1ST2ND3RD+1−1+2−2+3−3UTA AHEAD ▲BUF AHEAD ▼
How to read this

One line: cumulative UTA minus BUF expected goals. Above zero UTA is ahead on chances, below zero BUF 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
UTAKailer Yamamoto 1st10:12 0.49
UTANick Schmaltz 2nd15:23 PP 0.12
UTAAnders Lee 2nd17:24 0.17
UTAJohn Marino 3rd1:45 PP 0.05
BUFTage Thompson 1st8:00 PP 0.05
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.

UTA
against for own net ice time
0.50.5111.51.5222.52.5330John MarinoD19:06+2.26Kailer YamamotoF12:28+1.89Anders LeeF12:08+1.78Barrett HaytonF12:30+1.48Clayton KellerF18:06+1.16Nate SchmidtD19:37+1.01Dylan GuentherF17:18+0.85Logan CooleyF20:07+0.57Vincent TrocheckF17:15+0.56Nick SchmaltzF19:12+0.52Lawson CrouseF14:57+0.08Mikhail SergachevD25:23+0.02Dmitri SimashevD13:25-0.05Andrew PeekeD15:19-0.30Daniil ButF10:29-0.35Kevin StenlundF13:50-0.47MacKenzie WeegarD20:23-0.53Jack McBainF12:09-0.57
0.50.5111.51.5220John MarinoD15:47+1.64Kailer YamamotoF11:07+1.42Anders LeeF10:22+1.31Nate SchmidtD16:04+1.31Barrett HaytonF9:57+1.09Clayton KellerF11:41+0.71Nick SchmaltzF12:10+0.47Dylan GuentherF11:31+0.46Logan CooleyF13:01+0.41Lawson CrouseF12:45+0.39Mikhail SergachevD17:03+0.36Andrew PeekeD13:25+0.08MacKenzie WeegarD16:32+0.08Kevin StenlundF11:59+0.08Vincent TrocheckF13:18+0.07Daniil ButF10:00-0.04Dmitri SimashevD13:20-0.05Jack McBainF10:14-0.11
0.250.250.50.50.750.750Vincent TrocheckF2:26+0.56John MarinoD2:24+0.56Barrett HaytonF1:22+0.47Anders LeeF1:21+0.47Kailer YamamotoF1:21+0.47Logan CooleyF4:55+0.40Dylan GuentherF4:53+0.40Clayton KellerF4:51+0.40Mikhail SergachevD3:52+0.30Nick SchmaltzF3:50+0.30Kevin StenlundF0:03+0.00Nate SchmidtD0:02+0.00
0.250.250.50.50.750.750John MarinoD0:25+0.00Dylan GuentherF0:06+0.00Dmitri SimashevD0:05+0.00Barrett HaytonF1:11-0.07Vincent TrocheckF0:45-0.07Logan CooleyF1:30-0.24Lawson CrouseF2:09-0.30Nick SchmaltzF1:52-0.31Nate SchmidtD2:57-0.36Andrew PeekeD1:49-0.39Jack McBainF1:26-0.46Kevin StenlundF1:19-0.54MacKenzie WeegarD2:33-0.61Mikhail SergachevD2:33-0.64
BUF
against for own net ice time
0.50.5111.51.5222.52.50Noah OstlundF19:08+0.92Jack QuinnF20:20+0.58Zach BensonF19:54+0.23Rasmus DahlinD25:42+0.17Josh DoanF14:16+0.16Olen ZellwegerD18:30-0.13Ryan McLeodF15:27-0.23Tage ThompsonF19:56-0.31Sam CarrickF8:43-0.40Tyson KozakF7:32-0.45Beck MalenstynF12:11-0.82Mattias SamuelssonD18:09-0.87Zach MetsaD12:38-0.96Justin DanforthF10:15-1.00Peyton KrebsF12:49-1.11Josh NorrisF16:33-1.20Louis CrevierD15:07-1.20Owen PowerD25:06-1.40
0.50.5111.51.5220Josh DoanF13:18+0.16Noah OstlundF13:22-0.03Zach BensonF12:55-0.06Olen ZellwegerD16:36-0.39Sam CarrickF8:35-0.40Jack QuinnF15:40-0.42Tyson KozakF7:31-0.45Beck MalenstynF8:10-0.50Rasmus DahlinD21:07-0.51Mattias SamuelssonD14:10-0.52Ryan McLeodF10:09-0.57Zach MetsaD8:42-0.61Josh NorrisF11:50-0.75Tage ThompsonF15:57-0.79Owen PowerD20:05-0.83Justin DanforthF8:39-0.89Louis CrevierD11:34-1.01Peyton KrebsF11:50-1.11
0.50.5110Noah OstlundF4:10+1.00Jack QuinnF4:08+1.00Zach BensonF3:32+0.85Rasmus DahlinD4:05+0.69Tage ThompsonF3:30+0.54Ryan McLeodF1:26+0.46Olen ZellwegerD0:13+0.31Josh NorrisF1:30+0.15Owen PowerD1:05+0.00Peyton KrebsF0:59+0.00Josh DoanF0:58+0.00Sam CarrickF0:08+0.00Beck MalenstynF0:05+0.00Tyson KozakF0:01+0.00
0.250.250.50.50.750.750Rasmus DahlinD0:07+0.00Noah OstlundF0:04+0.00Justin DanforthF1:36-0.11Ryan McLeodF2:24-0.12Beck MalenstynF3:19-0.32Mattias SamuelssonD3:24-0.35Zach MetsaD3:19-0.35Louis CrevierD2:53-0.51Owen PowerD2:49-0.51Zach BensonF2:45-0.57Josh NorrisF2:24-0.60

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.

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

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
UTA won the chances BUF 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
EllisThompsonNorrisQuinnDoanOstlundBensonDanforthMcLeodKrebsCarrickMalenstynKozakSamuelssonDahlinPowerZellwegerCrevierMetsaGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3VejmelkaTrocheckGuentherCooleySchmaltzCrouseKellerStenlundMcBainButLeeYamamotoHaytonWeegarSergachevSchmidtMarinoPeekeSimashev
How to read this

Rows are UTA's skaters, columns BUF'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 BUF a 55.1% favorite, expecting a 3.08–3.41 game — UTA won 4–1, 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
UTA 3.084.58 1.993.58 0.840.86
BUF 3.412.73 2.381.65 0.831.08

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 — ■ UTA · ■ BUF.

Likeliest finals (UTA–BUF)probability
3–3 6.9% tied after regulation — OT/SO decides
2–2 5.9% tied after regulation — OT/SO decides
4–4 4.6% tied after regulation — OT/SO decides
2–4 4.3%
4–2 3.5%
4–1 2.0% what happened
4.7%3.4%014.2%11.3%121.7%19.2%222.2%21.6%317.1%18.5%410.6%12.7%55.6%7.4%62.5%3.6%71.4%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 BUF a 55.1% favorite — BUF controls 52.5% of the predicted xG. Of UTA's 3.08 expected goals, 1.99 should come at 5v5 and 0.84 on the power play; BUF projects 2.38 at 5v5 and 0.83 on the power play. The logistic challenger put the home side at 54.1%, Elo at 60.1%.

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). UTA attacks the left net, BUF 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.

UTABUF
3.49 (2nd) Offense
xG for / game
3.14 (9th)
2.54 (3rd) Defense
xG against / game
3.19 (26th)
0.91 (5th) Power play
PP xG / game
0.71 (20th)
0.71 (15th) Penalty kill
PP xG conceded / game
0.90 (27th)

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 →