xJawn NHL expected goals

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BUF 3 – 6 CBJ

Buffalo Sabres at Columbus Blue Jackets

Final · Oct 1, 2026
2026-27 · regular season
The call
CBJ 51.9% ✓
expected 3.20–3.31 · CBJ won 3–6
actual xG
2.70–2.07
xG share, predicted → actual
BUF 49% → 57%51% → 43% CBJ
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 BUF's side, the same minutes at both ends: PP = BUF power play · PK = CBJ power play · Leading = BUF ahead · ST = each club's own power play.

BUF attacks◀ all strengths
CBJ 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, CBJ 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 (2025-26 regular season, 1312 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from BUF's side and mirrored for CBJ: “BUF PP” shows BUF's power-play attempts on the left and CBJ'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
BUF CBJ
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
3 5
Expected goals
2.70 2.08
xG%share of xG
57% 43%
High-dangerattempts ≥ 0.20 xG
0 1
Shots on goal
26 22
Attempts
56 38
xG by period · whole game 1st0.5–0.92nd1.7–0.53rd0.5–0.7

The Blue Jackets beat the Sabres 6–3 at home in a game the chances called about even, BUF 2.7 to CBJ 2.1 in expected goals. CBJ scored 5 on 2.1 expected, before the empty-netter.

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

One line: cumulative BUF minus CBJ expected goals. Above zero BUF is ahead on chances, below zero CBJ 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.

BUF
against for own net ice time
0.50.5111.51.50Tage ThompsonF19:46+1.30Josh DoanF19:06+1.19Zach BensonF18:34+1.17Jack QuinnF20:46+0.81Rasmus DahlinD25:58+0.68Josh NorrisF16:19+0.37Noah OstlundF16:42+0.33Owen PowerD25:25+0.11Louis CrevierD16:14-0.10Mattias SamuelssonD18:21-0.10Jiri KulichF8:45-0.12Beck MalenstynF8:11-0.14Zach MetsaD12:54-0.18Konsta HeleniusF15:09-0.19Matthew GrzelcykD14:27-0.26Sam CarrickF7:43-0.30Ryan McLeodF16:41-0.43Peyton KrebsF14:58-0.46
CBJ
against for own net ice time
0.50.5111.51.50Matthew KniesF16:06+0.38Conor GarlandF12:09+0.29Adam FantilliF17:28+0.23Kent JohnsonF14:53+0.22Dmitri VoronkovF10:44+0.06Denton MateychukD27:28+0.03Ryan LombergF9:21+0.01Jake ChristiansenD7:05-0.02Mathieu OlivierF14:32-0.05Charlie CoyleF19:04-0.09Carson SoucyD20:15-0.10Emil AndraeD15:37-0.10Danton HeinenF12:11-0.14Cole SillingerF15:21-0.16Sean MonahanF15:31-0.22Valeri NichushkinF15:45-0.30Zach WerenskiD28:46-0.49Erik GudbransonD17:44-1.14

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.

BUF
on ice power play penalty kill xGA xGF
FORWARD LINESL1Jack QuinnNoah OstlundZach Benson11:37+0.24L2Tage ThompsonJosh NorrisJosh Doan10:28+0.44L3Ryan McLeodPeyton KrebsKonsta Helenius10:15-0.47L4Sam CarrickBeck MalenstynJiri Kulich6:00-0.14DEFENCE PAIRSD1Mattias SamuelssonRasmus Dahlin13:10+0.04D2Louis CrevierOwen Power12:08+0.01D3Matthew GrzelcykZach Metsa9:18-0.131ST2ND3RD00.750.75
CBJ
on ice power play penalty kill xGA xGF
FORWARD LINESL1Kent JohnsonMatthew KniesAdam Fantilli12:39+0.28L2Charlie CoyleMathieu OlivierCole Sillinger10:43+0.07L3Sean MonahanValeri NichushkinDmitri Voronkov7:45+0.07L4Danton HeinenConor GarlandRyan Lomberg6:28+0.01DEFENCE PAIRSD1Zach WerenskiDenton Mateychuk15:19+0.05D2Carson SoucyEmil Andrae8:50+0.04D3Erik GudbransonJake Christiansen5:45-0.011ST2ND3RD00.750.75

Matchups

5v5 · every skater against every skater, goalies first · hover a cell
BUF won the chances CBJ 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
LuukkonenQuinnOstlundBensonThompsonNorrisDoanMcLeodKrebsHeleniusCarrickMalenstynKulichSamuelssonDahlinCrevierPowerGrzelcykMetsaGreavesJohnsonKniesFantilliCoyleOlivierSillingerMonahanNichushkinVoronkovHeinenGarlandLombergWerenskiMateychukSoucyAndraeGudbransonChristiansenGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3
How to read this

Rows are BUF's skaters, columns CBJ'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
BUFMattias Samuelsson 1st7:21 0.04
BUFJack Quinn 2nd1:25 0.08
BUFKonsta Helenius 2nd13:14 0.09
CBJCole Sillinger 1st12:51 0.16
CBJMatthew Knies 1st17:58 PP 0.17
CBJAdam Fantilli 1st18:44 0.06
CBJMatthew Knies 2nd7:45 0.10
CBJSean Monahan 3rd14:21 PP 0.19
CBJMathieu Olivier 3rd17:53 EN 0.43

The prediction, scored

Before puck drop the engine made CBJ a 51.9% favorite, expecting a 3.20–3.31 game — CBJ won 3–6, 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 3.202.70 2.091.59 0.791.03
CBJ 3.312.07 2.361.42 0.700.60

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 — ■ BUF · ■ CBJ.

Likeliest finals (BUF–CBJ)probability
3–3 7.0% 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 4.0%
4–2 3.7%
3–6 1.6% what happened
4.2%3.7%013.1%12.2%120.8%20.0%222.0%21.8%317.7%18.1%411.4%12.1%56.2%6.8%62.9%3.2%71.7%2.0%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 CBJ a 51.9% favorite — CBJ controls 50.8% of the predicted xG. Of BUF's 3.20 expected goals, 2.09 should come at 5v5 and 0.79 on the power play; CBJ projects 2.36 at 5v5 and 0.70 on the power play. The logistic challenger put the home side at 49.8%, Elo at 52.2%.

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). BUF attacks the left net, CBJ 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.

BUFCBJ
3.08 (12th) Offense
xG for / game
2.79 (21st)
2.84 (15th) Defense
xG against / game
3.00 (23rd)
0.62 (24th) Power play
PP xG / game
0.47 (28th)
0.85 (21st) Penalty kill
PP xG conceded / game
0.84 (20th)

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 →