xJawn NHL expected goals

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DAL 4 – 0 CHI

Dallas Stars at Chicago Blackhawks

Final · Oct 17, 2026
2026-27 · regular season
The call
DAL 64.3% ✓
expected 3.33–2.47 · DAL won 4–0
actual xG
3.00–2.74
xG share, predicted → actual
DAL 57% → 52%43% → 48% CHI
Today's puzzle Remember Some Guys — name the skater from the shape of his career. Three clues, one guess a day. Play →
Adjusts with rink filters

Strength and score are read from DAL's side, the same minutes at both ends: PP = DAL power play · PK = CHI power play · Leading = DAL ahead · ST = each club's own power play.

DAL 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: DAL 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, 139 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from DAL's side and mirrored for CHI: “DAL PP” shows DAL'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 · regular season
DAL CHI
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
4 0
Expected goals
3.00 2.75
xG%share of xG
52% 48%
High-dangerattempts ≥ 0.20 xG
0 2
Shots on goal
32 19
Attempts
56 48
xG by period · whole game 1st1.2–1.02nd1.3–0.23rd0.5–1.5

The Stars beat the Blackhawks 4–0 on the road in a game the chances called about even, DAL 3.0 to CHI 2.7 in expected goals. The Stars power play made 1.1 xG on 12 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

cumulative DAL − CHI xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1+1.5−1.5DAL AHEAD ▲CHI AHEAD ▼
How to read this

One line: cumulative DAL minus CHI expected goals. Above zero DAL is ahead on chances, below zero CHI is. Shaded bands are power plays in the side's colour; vertical lines are goals.

Skaters

on-ice xG · sorted by net · one game
How to read this

Every skater, sorted by net on-ice expected goals: 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.

DAL
against for own net ice time
0.50.5111.51.50Jason RobertsonF19:35+1.34Roope HintzF16:53+1.26Miro HeiskanenD24:09+1.03Esa LindellD19:58+0.51Mikko RantanenF18:46+0.40Nils LundkvistD18:04+0.31Tyler SeguinF17:04+0.19Thomas HarleyD24:47+0.18Sam SteelF13:42+0.18Arttu HyryF12:00+0.03Wyatt JohnstonF20:25+0.02Jamie BennF12:04-0.03Radek FaksaF10:48-0.14Justin HryckowianF12:49-0.25Colin BlackwellF10:36-0.33Joel KivirantaF12:55-1.05Tyler MyersD14:09-1.09Lian BichselD13:26-1.30
CHI
against for own net ice time
0.50.5111.51.50Ethan Del MastroD15:07+1.20Sam RinzelD15:26+1.15Ryan GreeneF9:45+0.71Cole SmithF10:44+0.67Jordan GreenwayF11:05+0.48Connor BedardF20:44+0.24Roman KantserovF18:42+0.19Oliver MooreF11:16+0.14Patrick KaneF19:26+0.06Ryan DonatoF13:18-0.07Artyom LevshunovD21:28-0.10Tyler BertuzziF17:22-0.13Wyatt KaiserD21:33-0.36Frank NazarF17:24-0.47Anton FrondellF12:40-0.63Teuvo TeravainenF17:03-0.68Ian ColeD18:09-1.23Alex VlasicD19:29-1.42

Lines & pairs

most-used 5v5 units · when they played · on-ice xG
How to read this

The forward lines and defence pairs that actually played together most at 5v5, each with when it was on the ice across the game clock (period and power-play bands behind the strip) and on-ice xG against/for while the whole unit was out.

DAL
on ice power play penalty kill xGA xGF
FORWARD LINESL1Tyler SeguinRoope HintzJason Robertson8:13+0.24L2Mikko RantanenSam SteelWyatt Johnston5:45+0.09L3Colin BlackwellRadek FaksaJoel Kiviranta5:24-0.26L4Jamie BennJustin HryckowianArttu Hyry3:43-0.20DEFENCE PAIRSD1Nils LundkvistThomas Harley14:29+0.20D2Esa LindellMiro Heiskanen13:40+0.23D3Tyler MyersLian Bichsel8:51-1.181ST2ND3RD01.751.75
CHI
on ice power play penalty kill xGA xGF
FORWARD LINESL1Patrick KaneConnor BedardRoman Kantserov15:41+0.18L2Teuvo TeravainenTyler BertuzziAnton Frondell8:50-0.10L3Ryan DonatoFrank NazarOliver Moore8:43+0.15L4Jordan GreenwayCole SmithRyan Greene6:00+0.73DEFENCE PAIRSD1Wyatt KaiserArtyom Levshunov17:52-0.16D2Ian ColeAlex Vlasic15:25-1.27D3Ethan Del MastroSam Rinzel11:47+1.251ST2ND3RD01.751.75

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
DAL 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
OettingerSeguinHintzRobertsonRantanenSteelJohnstonBlackwellFaksaKivirantaBennHryckowianHyryLundkvistHarleyLindellHeiskanenMyersBichselKnightKaneBedardKantserovTeravainenBertuzziFrondellDonatoNazarMooreGreenwaySmithGreeneKaiserLevshunovColeVlasicDel MastroRinzelGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
How to read this

Rows are DAL'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.

Goals

xG = the chance, before it went in
TeamScorerPeriodTimexG
DALJason Robertson 2nd4:58 PP 0.13
DALArttu Hyry 2nd14:10 0.10
DALArttu Hyry 3rd1:27 0.04
DALRoope Hintz 3rd9:40 0.04

The prediction, scored

Before puck drop the engine made DAL a 64.3% favorite, expecting a 3.33–2.47 game — DAL won 4–0, 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
DAL 3.333.00 2.221.39 0.811.08
CHI 2.472.74 1.842.09 0.470.37

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

The likeliest finals the engine saw before the game, with what actually happened marked — ■ DAL · ■ CHI.

Likeliest finals (DAL–CHI)probability
2–2 7.3% tied after regulation — OT/SO decides
3–3 6.6% tied after regulation — OT/SO decides
4–2 5.0%
3–1 4.8%
4–1 4.0%
4–0 1.6% what happened
3.6%8.7%011.9%21.1%119.7%25.8%221.7%21.0%318.3%13.0%412.4%6.5%57.0%2.7%63.4%1.0%72.1%0.4%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

The engine made DAL a 64.3% favorite — CHI controls 42.6% of the predicted xG. Of DAL's 3.33 expected goals, 2.22 should come at 5v5 and 0.81 on the power play; CHI projects 1.84 at 5v5 and 0.47 on the power play. The logistic challenger put the home side at 32.5%, Elo at 42.3%.

Where the engine expected the goals

The predicted surface, issued before puck drop — not this game's shots (those are the card's map above). DAL 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.

Tale of the tape

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.

DALCHI
2.67 (24th) Offense
xG for / game
2.16 (32nd)
2.52 (8th) Defense
xG against / game
3.27 (23rd)
0.82 (13th) Power play
PP xG / game
0.39 (31st)
0.55 (4th) Penalty kill
PP xG conceded / game
0.58 (5th)

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 →