xJawn NHL expected goals

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CGY 2 – 1 SJS

Calgary Flames at San Jose Sharks

Final · Nov 2, 2026
2026-27 · regular season
The call
SJS 53.0% ✗
expected 2.94–3.12 · CGY won 2–1
actual xG
2.41–3.00
xG share, predicted → actual
CGY 48% → 45%52% → 55% SJS
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 CGY's side, the same minutes at both ends: PP = CGY power play · PK = SJS power play · Leading = CGY ahead · ST = each club's own power play.

CGY attacks◀ all strengths
SJS 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, SJS 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 CGY's side and mirrored for SJS: “CGY PP” shows CGY's power-play attempts on the left and SJS'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
CGY SJS
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
2 1
Expected goals
2.41 3.00
xG%share of xG
45% 55%
High-dangerattempts ≥ 0.20 xG
1 2
Shots on goal
22 27
Attempts
40 71
xG by period · whole game 1st0.7–0.62nd0.8–1.13rd0.9–1.3

The Flames beat the Sharks 2–1 on the road in a game the chances called about even, CGY 2.4 to SJS 3.0 in expected goals. At 5v5: CGY 2.1, SJS 2.4.

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

One line: cumulative CGY minus SJS expected goals. Above zero CGY is ahead on chances, below zero SJS 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
CGYAdam Klapka 1st14:36 0.04
CGYWilliam Stromgren 3rd9:14 0.48
SJSSam Dickinson 3rd11:57 0.17
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.

CGY
against for own net ice time
0.50.5111.51.50Adam KlapkaF11:36+0.96Yan KuznetsovD16:15+0.86William StromgrenF8:34+0.70Morgan FrostF14:28+0.38Zayne ParekhD18:25+0.23Jonathan CastagnaF9:53+0.05Matvei GridinF15:53+0.04Aydar SunievF14:53-0.03Martin PospisilF13:34-0.09Ryan StromeF13:14-0.11Simon NemecD17:24-0.15Yegor SharangovichF17:24-0.48Zach WhitecloudD22:25-0.52Jacob MiddletonD21:00-0.69Matt CoronatoF18:38-0.74Kevin BahlD19:26-0.85Joel FarabeeF20:11-0.86Mikael BacklundF20:47-1.29
0.50.5111.51.50Adam KlapkaF8:46+0.93Yan KuznetsovD15:00+0.92William StromgrenF8:34+0.70Morgan FrostF10:46+0.33Zayne ParekhD15:08+0.18Jonathan CastagnaF9:33+0.05Matvei GridinF12:06+0.04Martin PospisilF10:50+0.02Zach WhitecloudD17:29-0.09Aydar SunievF11:50-0.19Yegor SharangovichF12:18-0.22Jacob MiddletonD16:49-0.26Simon NemecD13:37-0.26Ryan StromeF10:41-0.27Joel FarabeeF14:15-0.75Matt CoronatoF14:39-0.75Kevin BahlD15:59-0.83Mikael BacklundF16:45-0.85
0.250.250Simon NemecD2:07+0.07Adam KlapkaF2:02+0.07Yegor SharangovichF1:59+0.07Ryan StromeF1:55+0.07Aydar SunievF1:52+0.07Matt CoronatoF3:14+0.05Morgan FrostF3:13+0.05Joel FarabeeF3:13+0.05Matvei GridinF3:11+0.05Zayne ParekhD3:05+0.05Zach WhitecloudD0:09+0.00
0.250.250.50.50Jonathan CastagnaF0:20+0.00Morgan FrostF0:07+0.00Ryan StromeF0:05+0.00Yan KuznetsovD1:15-0.06Kevin BahlD1:46-0.11Martin PospisilF1:40-0.11Joel FarabeeF2:10-0.16Yegor SharangovichF2:41-0.33Zach WhitecloudD3:55-0.44Jacob MiddletonD3:32-0.44Mikael BacklundF3:29-0.44
SJS
against for own net ice time
0.50.5111.51.50Will SmithF18:23+1.20Macklin CelebriniF22:56+1.15Tyler ToffoliF17:00+1.05Darnell NurseD21:25+0.67Michael KesselringD18:41+0.63Ivar StenbergF16:41+0.58Mason MarchmentF21:10+0.48Filip BystedtF10:28+0.24Collin GrafF16:12+0.12Michael MisaF17:19+0.03Kiefer SherwoodF19:22-0.08Jacob TroubaD25:35-0.12Sam DickinsonD18:55-0.26Dmitry OrlovD12:42-0.36Nolan AllanD11:58-0.38Barclay GoodrowF8:04-0.54Zack OstapchukF9:39-0.55Adam GaudetteF9:17-0.59
0.50.5110Michael KesselringD16:17+0.78Darnell NurseD17:25+0.74Macklin CelebriniF14:54+0.73Will SmithF12:01+0.72Tyler ToffoliF12:38+0.60Filip BystedtF10:28+0.24Collin GrafF13:12+0.13Ivar StenbergF12:30+0.13Kiefer SherwoodF13:47+0.02Michael MisaF13:46+0.02Mason MarchmentF15:07-0.05Sam DickinsonD17:07-0.12Jacob TroubaD19:22-0.15Dmitry OrlovD11:47-0.37Nolan AllanD11:50-0.38Barclay GoodrowF7:39-0.54Zack OstapchukF6:48-0.59Adam GaudetteF8:27-0.60
0.250.250.50.50.750.750Will SmithF4:27+0.54Mason MarchmentF4:16+0.54Macklin CelebriniF4:14+0.54Tyler ToffoliF4:22+0.45Ivar StenbergF4:11+0.45Michael MisaF1:05+0.10Kiefer SherwoodF1:03+0.10Jacob TroubaD1:00+0.10Adam GaudetteF0:50+0.01Dmitry OrlovD0:47+0.01
0.250.250Zack OstapchukF2:39+0.04Barclay GoodrowF0:25+0.00Dmitry OrlovD0:08-0.00Nolan AllanD0:08-0.00Michael MisaF0:08-0.00Collin GrafF2:48-0.01Michael KesselringD1:16-0.06Sam DickinsonD1:15-0.06Will SmithF0:08-0.06Jacob TroubaD3:49-0.07Darnell NurseD3:48-0.07Kiefer SherwoodF2:12-0.11Macklin CelebriniF2:01-0.11

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.

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

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
CGY won the chances SJS 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
AskarovMarchmentSherwoodMisaToffoliSmithCelebriniBystedtGrafStenbergGoodrowGaudetteOstapchukTroubaDickinsonNurseKesselringOrlovAllanGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3WolfBacklundFarabeeCoronatoFrostSharangovichSunievStromePospisilGridinStromgrenKlapkaCastagnaMiddletonWhitecloudBahlNemecKuznetsovParekh
How to read this

Rows are CGY's skaters, columns SJS'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 SJS a 53.0% favorite, expecting a 2.94–3.12 game — CGY won 2–1, 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
CGY 2.942.41 2.122.10 0.620.22
SJS 3.123.00 2.112.36 0.760.54

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 — ■ CGY · ■ SJS.

Likeliest finals (CGY–SJS)probability
3–3 7.1% tied after regulation — OT/SO decides
2–2 7.0% tied after regulation — OT/SO decides
2–4 4.2%
4–4 4.1% tied after regulation — OT/SO decides
4–2 3.7%
2–1 2.1% what happened
5.4%4.5%015.7%13.8%122.8%21.4%222.2%22.1%316.3%17.3%49.7%11.0%54.8%5.8%62.1%2.6%71.1%1.5%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 SJS a 53.0% favorite — SJS controls 51.5% of the predicted xG. Of CGY's 2.94 expected goals, 2.12 should come at 5v5 and 0.62 on the power play; SJS projects 2.11 at 5v5 and 0.76 on the power play. The logistic challenger put the home side at 54.1%, Elo at 54.7%.

Why SJS 53.0%
win chance× expected goals
home ice +3.6 SJS ×1.08 · CGY ×1.00
5v5 play −1.8 SJS ×1.00 · CGY ×1.04
goaltending −1.3 SJS ×0.97 · CGY ×1.00
finishing +1.1 SJS ×1.02 · CGY ×0.99
special teams +1.1 SJS ×1.02 · CGY ×0.99
schedule −0.0 SJS ×0.99 · CGY ×0.99

Win chance is in points toward SJS (bars right of the line push toward SJS, 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 2.91 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). CGY attacks the left net, SJS 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.

CGYSJS
2.43 (30th) Offense
xG for / game
2.70 (26th)
3.00 (17th) Defense
xG against / game
3.74 (32nd)
0.36 (32nd) Power play
PP xG / game
0.74 (19th)
0.68 (11th) Penalty kill
PP xG conceded / game
1.12 (32nd)

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 →