xJawn NHL expected goals

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MIN 1 – 2 CGY

Minnesota Wild at Calgary Flames

Final · Oct 22, 2026
2026-27 · regular season
The call
MIN 56.3% ✗
expected 3.16–2.78 · CGY won 1–2
actual xG
3.11–1.87
xG share, predicted → actual
MIN 53% → 62%47% → 38% CGY
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 MIN's side, the same minutes at both ends: PP = MIN power play · PK = CGY power play · Leading = MIN ahead · ST = each club's own power play.

MIN attacks◀ all strengths
CGY 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: MIN attacks the left net, CGY 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 MIN's side and mirrored for CGY: “MIN PP” shows MIN's power-play attempts on the left and CGY'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
MIN CGY
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
1 2
Expected goals
3.12 1.87
xG%share of xG
62% 38%
High-dangerattempts ≥ 0.20 xG
4 1
Shots on goal
39 22
Attempts
70 38
xG by period · whole game 1st0.7–1.22nd0.6–0.43rd1.7–0.2

The Flames beat the Wild 2–1 at home despite being out-created 3.1–1.9 in expected goals. That is a finishing-and-goaltending win. The Wild power play made 1.8 xG on 27 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 MIN − CGY xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1+1.5−1.5MIN AHEAD ▲CGY AHEAD ▼
How to read this

One line: cumulative MIN minus CGY expected goals. Above zero MIN is ahead on chances, below zero CGY 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
MINMichael McCarron 3rd4:39 0.08
CGYAydar Suniev 1st10:49 PP 0.08
CGYJoel Farabee 1st14:06 PP 0.28
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.

MIN
against for own net ice time
0.50.5111.51.5220Kirill KaprizovF24:54+1.82Matt BoldyF25:05+1.44Quinn HughesD31:04+1.43Joel Eriksson EkF23:14+1.30Danila YurovF19:27+1.08Ryan HartmanF13:15+0.68Bobby BrinkF13:57+0.66Daemon HuntD16:09+0.26Olli MaattaD14:16+0.25Blake ColemanF14:23+0.16Zach BogosianD14:18+0.06Tyler PitlickF6:44+0.04Nico SturmF9:52-0.02Jared SpurgeonD19:19-0.14Rieger LorenzF8:40-0.18Yakov TreninF10:49-0.20Michael McCarronF11:28-0.54Jonas BrodinD19:06-0.60
0.250.250.50.50.750.750Olli MaattaD12:15+0.43Kirill KaprizovF16:37+0.32Matt BoldyF16:12+0.29Joel Eriksson EkF15:05+0.27Zach BogosianD12:14+0.24Jonas BrodinD14:56+0.22Nico SturmF7:48+0.21Ryan HartmanF10:35+0.19Bobby BrinkF11:16+0.18Blake ColemanF10:40+0.16Jared SpurgeonD11:25+0.05Tyler PitlickF6:44+0.04Michael McCarronF8:26+0.04Quinn HughesD22:39+0.03Daemon HuntD14:38+0.01Danila YurovF9:51-0.01Yakov TreninF9:29-0.02Rieger LorenzF8:40-0.18
0.50.5111.51.50Kirill KaprizovF6:14+1.50Quinn HughesD6:16+1.39Matt BoldyF6:05+1.39Danila YurovF5:20+1.27Joel Eriksson EkF5:19+1.27Jared SpurgeonD1:53+0.64Bobby BrinkF2:41+0.48Ryan HartmanF2:40+0.48Blake ColemanF1:55+0.36Daemon HuntD1:26+0.25Jonas BrodinD0:11+0.00
0.250.250.50.50.750.75110Quinn HughesD0:06+0.00Daemon HuntD0:05+0.00Danila YurovF2:13-0.18Zach BogosianD2:04-0.18Olli MaattaD2:01-0.18Yakov TreninF1:20-0.18Nico SturmF2:04-0.23Joel Eriksson EkF0:47-0.24Matt BoldyF0:45-0.24Blake ColemanF1:48-0.36Michael McCarronF3:02-0.59Jonas BrodinD3:59-0.82Jared SpurgeonD3:58-0.82
CGY
against for own net ice time
0.50.5111.51.50Morgan FrostF13:19+0.80Zayne ParekhD15:37+0.79Matvei GridinF14:57+0.63Matt CoronatoF17:18+0.59Aydar SunievF11:40+0.33Adam KlapkaF11:09-0.05Ryan StromeF15:19-0.14Brennan OthmannF12:06-0.16Yan KuznetsovD13:47-0.18Ben JonesF10:45-0.25Simon NemecD21:36-0.43Joel FarabeeF18:51-0.46Yegor SharangovichF17:58-0.46Martin PospisilF15:46-0.59Kevin BahlD23:48-1.13Jacob MiddletonD18:58-1.20Zach WhitecloudD20:38-1.35Jonathan CastagnaF18:28-1.42
0.250.250.50.50.750.75110Aydar SunievF10:11+0.12Yegor SharangovichF10:59+0.06Morgan FrostF9:00+0.04Yan KuznetsovD11:46+0.01Zayne ParekhD11:17-0.01Zach WhitecloudD14:59-0.06Ben JonesF9:43-0.06Ryan StromeF11:29-0.07Brennan OthmannF12:06-0.16Matvei GridinF10:36-0.17Jacob MiddletonD14:37-0.18Matt CoronatoF12:53-0.21Martin PospisilF11:37-0.22Joel FarabeeF9:42-0.23Adam KlapkaF9:39-0.26Jonathan CastagnaF13:38-0.27Simon NemecD17:31-0.35Kevin BahlD17:47-0.40
0.250.250.50.50.750.75110Joel FarabeeF4:33+0.80Matt CoronatoF4:25+0.80Matvei GridinF4:21+0.80Zayne ParekhD4:20+0.80Morgan FrostF4:05+0.80Simon NemecD1:42+0.20Yegor SharangovichF1:41+0.20Ryan StromeF1:38+0.20Adam KlapkaF1:30+0.20Aydar SunievF1:29+0.20Kevin BahlD0:17+0.00Martin PospisilF0:14+0.00
0.50.5111.51.50Morgan FrostF0:14-0.04Yan KuznetsovD2:01-0.18Ben JonesF1:02-0.19Simon NemecD0:20-0.28Ryan StromeF0:09-0.28Martin PospisilF3:31-0.37Yegor SharangovichF3:15-0.73Kevin BahlD3:41-0.73Jacob MiddletonD4:21-1.03Joel FarabeeF4:36-1.03Jonathan CastagnaF3:11-1.15Zach WhitecloudD5:39-1.29

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.

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

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
MIN won the chances CGY 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
CooleyOthmannKlapkaCastagnaStromePospisilGridinJonesFarabeeCoronatoFrostSharangovichSunievBahlNemecMiddletonWhitecloudKuznetsovParekhGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3WallstedtEriksson EkKaprizovBoldyColemanHartmanBrinkTreninLorenzYurovPitlickMcCarronSturmBrodinHughesBogosianMaattaSpurgeonHunt
How to read this

Rows are MIN's skaters, columns CGY'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 MIN a 56.3% favorite, expecting a 3.16–2.78 game — CGY won 1–2, 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
MIN 3.163.11 2.141.36 0.861.75
CGY 2.781.87 2.080.86 0.561.01

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 — ■ MIN · ■ CGY.

Likeliest finals (MIN–CGY)probability
2–2 7.2% tied after regulation — OT/SO decides
3–3 7.0% tied after regulation — OT/SO decides
4–2 4.4%
3–1 4.0%
4–4 3.9% tied after regulation — OT/SO decides
1–2 2.2% what happened
4.3%6.3%013.5%17.4%121.1%23.9%222.0%22.0%317.5%15.3%411.2%8.6%56.0%4.1%62.7%1.6%71.6%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 MIN a 56.3% favorite — CGY controls 46.8% of the predicted xG. Of MIN's 3.16 expected goals, 2.14 should come at 5v5 and 0.86 on the power play; CGY projects 2.08 at 5v5 and 0.56 on the power play. The logistic challenger put the home side at 39.9%, Elo at 45.8%.

Why MIN 56.3%
win chance× expected goals
5v5 play +8.1 MIN ×1.09 · CGY ×0.93
home ice −3.3 MIN ×1.00 · CGY ×1.08
finishing +2.1 MIN ×1.03 · CGY ×0.98
schedule −0.8 MIN ×1.00 · CGY ×1.02
special teams +0.5 MIN ×1.00 · CGY ×0.99
goaltending +0.2 MIN ×0.97 · CGY ×0.97

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

MINCGY
3.18 (8th) Offense
xG for / game
2.43 (30th)
2.70 (9th) Defense
xG against / game
3.00 (17th)
0.99 (2nd) Power play
PP xG / game
0.36 (32nd)
0.74 (17th) Penalty kill
PP xG conceded / game
0.68 (11th)

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 →