Motion-blurred skater in a San Jose Sharks sweater
Breakdown · SJS at VAN

Sharks pull away from the Canucks

The verdict · stolen

The Sharks stole one. They lost the expected-goals battle 2.91–3.38 and won anyway.

SJS 5 · VAN 2
◆ By the ModelJul 12, 3:10 AMxG: xgboost-0.758Edited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

San Jose's 5–2 victory masks a deeper reality: Vancouver dominated the shot quality battle and should have won. The Canucks out-expected-goaled the Sharks 3.38–2.91 and peppered them with six high-danger chances to zero. But goaltending decided it — K. Lankinen imploded, and Y. Askarov was immaculate.

The Canucks controlled play throughout. They held 43% of shot attempts and generated the more dangerous looks, averaging 0.072 expected goals per shot to San Jose's 0.043. Everything pointed to a Vancouver win. Everything except the scoreboard.

K. Lankinen's performance was historically bad. He surrendered 2.47 goals more than expected, stopping just 3 of 6 shots. Y. Askarov, by contrast, saved 1.38 goals above expectation and denied all six high-danger chances at 100%. When elite goaltending meets catastrophic goaltending, the gap is measured in five-goal swings.

The Sharks didn't outsmart Vancouver — they outfinished them. On rush chances, San Jose converted four goals from 35 attempts while Vancouver managed two from 25. On the power play, San Jose buried two goals on nine shots. The Canucks, meanwhile, couldn't convert any of their six high-danger chances, a drought that won't repeat.

N. Tolopilo provided some stability late, posting a 0.926 save percentage on 27 shots — competent, but too late to matter.

  • #71 M. Celebrini (SJS) — 1G, 3A in 17:38
  • #2 W. Smith (SJS) — 1G, 2A in 17:30
  • #3 J. Klingberg (SJS) — 1G, 1A in 19:40
The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Jan 27
SJS
5
VAN
2

Sharks pull away from the Canucks

Chances 2.9 – 3.4Did they deserve it? →
Did they deserve it?

The Canucks deserved better.

Expected goals · chance value
SJS
2.91
VAN
3.38
46% of the chances54%

The board read SJS 5, VAN 2. The chances read SJS 2.9, VAN 3.4.

Our xG model · NHL play-by-play · all situations
Luck check
SJS
+2.1
goals above expected
SJS2.91 expected · 5 scored
Expected
Scored
VAN3.38 expected · 2 scored
Expected
Scored

The Sharks scored 2.1 more than their chances were worth. That does not repeat.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 01:15VANT. Willander0–1
  2. P1 01:51SJSM. Celebrini1–1
  3. P1 04:43SJSA. Gaudette2–1
  4. P1 05:55SJST. Toffoli3–1
  5. P2 09:07SJSW. SmithPP4–1
  6. P3 00:28SJSJ. KlingbergPP5–1
  7. P3 09:15VANF. HronekPP5–2
NHL play-by-play · chance value from our xG model
Where the shots came from
SJS
46 shots
5
Final
81 shots
VAN
35 shots
2
SJS attackVAN attack
SJS VAN Goal
46
shots · 5 in
35
shots · 2 in
Every unblocked shot · press play to replay it
Chances by danger
SJSVAN
0 / 0
0.00 xG
High danger
0 / 6
1.45 xG
4 / 21
2.18 xG
Medium
1 / 12
1.30 xG
1 / 46
0.72 xG
Low
1 / 29
0.64 xG

The Canucks went 0 for 6 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
B+
Y. Askarov
+1.4
SJS · 23/25
B+
N. Tolopilo
+0.9
VAN · 25/27
+1 more on the full breakdown
The numbers, checked
BACKCHECK

Sharks pull away from the Canucks

A model, not a newsroom. Every number on these frames comes from the NHL's play-by-play and our own models. Nothing was watched, guessed or heard from anyone.

Read the full breakdown
backcheckreport.com
01 / 08 · Final
Every goal, in order

How it happened

NHL play-by-play
1stshots 15–8
  1. 01:15VANT. Willander(E. Pettersson, J. DeBrusk)0–1
  2. 01:51SJSM. Celebrini(W. Smith, S. Dickinson)1–1
  3. 04:43SJSA. Gaudette(W. Eklund, M. Celebrini)2–1
  4. 05:55SJST. Toffoli(A. Wennberg, S. Dickinson)3–1
2ndshots 12–11
  1. 09:07SJSW. Smithpower play(J. Klingberg, M. Celebrini)4–1
3rdshots 6–6
  1. 00:28SJSJ. Klingbergpower play(W. Smith, M. Celebrini)5–1
  2. 09:15VANF. Hronekpower play(E. Pettersson, J. DeBrusk)5–2

score reads SJS–VAN

Source · NHL play-by-play (api-web.nhle.com)
Process vs result

The numbers

XGBoost xG · NHL play-by-play
2.91
SJS chances
Goals their shots were worth
+2.1
Finishing
Goals above what those chances were worth
1.032
SJS puck luck
Above 1.000 — the bounces went their way
58.8%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

2.91Expected goals3.38
VAN 54% of the chance quality
33Shots on goal25
0High-danger chances6
67All attempts (Corsi)47
Adjusted for score: SJS 52% · VAN 48%
Faceoffs · VAN won58%off43%neu79%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
SJS0 / 0 · 0.00 xG
VAN0 / 6 · 1.45 xG
Medium dangermid-range
SJS4 / 21 · 2.18 xG
VAN1 / 12 · 1.30 xG
Low dangerperimeter & point
SJS1 / 46 · 0.72 xG
VAN1 / 29 · 0.64 xG

SJS went 4-for-21 from medium danger on 2.18 expected goals — 1.8 above expected.

Source · Backcheck xG model · NHL play-by-play
The luck layer

Finishing vs expected

expectedactual
SJS
5 G · 2.91 xG · +2.1
VAN
2 G · 3.38 xG · -1.4
0123456

SJS finished +2.1 against expected, VAN -1.4.

Source · Backcheck xG model
Shot types · rush and rebound chancesopen +
What they shot — and what went in

Shot diet

goalsshots
SJS
WRIST1/18
SLAP1/12
SNAP3/5
TIP IN0/7
BACKHAND0/3
BAT0/1
DEFLECTED0/0
OTHER0/21
VAN
WRIST1/10
SLAP1/6
SNAP0/13
TIP IN0/3
BACKHAND0/2
BAT0/0
DEFLECTED0/1
OTHER0/12
SJS
VAN
Off the rush
4 G on 35
2.38 xG
2 G on 25
2.21 xG
Off rebounds
0 G on 2
0.25 xG
0 G on 3
0.34 xG

Wrist shots carried the volume: SJS went 1-for-18, VAN 1-for-10. SJS scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
New to these numbers?

Two things happened in this game: who created the better chances, and who put the puck in the net. They are not the same thing, and this page separates them on purpose.

The one to watch is expected goals— the best single read on who deserved to win. When it disagrees with the scoreboard, that disagreement is usually the story. Nothing here is a projection; every figure is computed from this game's play-by-play. Full glossary →

xG
Expected goals. Every shot scored by how often that exact look goes in. 2.5 xG means the chances were worth about two and a half goals.
HD
High-danger chances — shots from the slot and the crease, where shots actually become goals.
Corsi
Every shot attempt, including the ones that missed or got blocked. A rough read on who had the puck.
Adj.
Score-adjusted. Teams that trail shoot more and teams that lead sit back, so this corrects the attempt count for the scoreboard.
GSAx
Goals saved above expected. A positive number means the goalie stopped more than an average goalie would have on those shots.
PDO
Shooting % plus save % — a luck gauge. It sits near 1.000 over a season, so a game far from it usually means the bounces decided it.
Shot by shot

In the net

Graded on goals saved above expected
Y. Askarov
SJS · 23/25 · .920
+1.4
saved above expected
B+
the night
By dangerG/attxGsaved
High danger0/61.4+1.4
Medium1/121.3+0.3
Low1/290.6-0.4

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

K. Lankinen
VAN · 3/6 · .500
-0.1
saved above expected
C
the night
By dangerG/attxGsaved
Medium4/212.2-1.8
Low1/460.7-0.3

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

N. Tolopilo
VAN · 25/27 · .926
+0.9
saved above expected
B+
the night
By dangerG/attxGsaved
Medium4/212.2-1.8
Low1/460.7-0.3

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

81 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
SJS
46 shots
5
Final
81 shots
VAN
35 shots
2
SJS attackVAN attack
SJS VAN Goal

Each club shoots toward its own end — SJS left, VAN right — the way you would watch it. A dot's size is how dangerous the look was, from distance and angle; it is a proxy for shot quality, not the xG model the article is written from. Hover a dot for the shooter and the clock.

Ranked from the box score

Three stars

Points first
Three stars · computed, not voted
M. Celebrini
#71 · C · SJS
1 G · 3 A · 4 SOG · 17:38 on ice · +2
W. Smith
#2 · C · SJS
1 G · 2 A · 1 SOG · 17:30 on ice · +1
J. Klingberg
#3 · D · SJS
1 G · 1 A · 4 SOG · 19:40 on ice · +1
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Tue, Jan 27
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 2:52 AMEdited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

The projections say this is a toss-up. Models peg the Sharks at 51% win probability in a game modeled at 2.6–2.5 SJS, which is as close to a pick'em as the numbers produce.

San Jose has momentum; Vancouver is wounded. The Sharks have gone 6-4-0 in their last ten, while the Canucks are running -24 in goal differential over the same span. Vancouver's PDO sits at 0.974, a sign they're running cold and primed for correction.

The underlying play favors the visitors. At 5v5, San Jose controls 48.0% xG to Vancouver's 44.0%, a gap that shouldn't be written off as noise. The Corsi split (SJS 47.0%, VAN 46.0%) confirms the Sharks are slightly gripping play, not winning the matchup on luck. Conversion remains the question mark: San Jose's PDO of 0.998 sits nearly where it should, while the Canucks' 0.974 screams regression.

The Sharks' offense hinges on depth. Igor Chernyshov (0.91 xG/60, 6G 8A) has been productive at even strength with a 15.0% shooting rate—room to sustain pace. Pavol Regenda was the real driving force at 1.10 xG/60 with 5G 1A, but he's likely unavailable.

Vancouver's counterattack comes through Filip Chytil (1.03 xG/60, 3G 0A) and Drew O'Connor, whose 13G 11A total on a 0.85 xG/60 pace marks him as a conversion threat. O'Connor's 11.8% shooting rate offers room to maintain output if the Canucks regain their shot menu.

This is what a genuine coin flip looks like: San Jose has done the work required to earn a narrow edge, but Vancouver's negative regression and recent form make no prediction stick. 51% is the truth.

What the model said beforehand

The model's lean

SJS 51%
51%
SJS
Model favorite
51%
49%
SJS50VAN

SJS by 2 points of win probability — effectively a coin flip. Projected score SJS 2.6–2.5 VAN; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season rates · 5v5

Tale of the tape

NHL stats API · our xG
SJS← edge
edge →VAN
48.0%44.0%
47.0%46.0%
2.332.22
2.562.81
1.991.60
2.322.56
0.9980.974

SJS holds 6 of 6 process categories — and the luck row (0.998 vs 0.974) says SJS has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
SJS
6-4-0
-3 GD · 3d rest
VAN
1-9-0
-24 GD · 2d rest
0.998
SJS PDO
Luck gauge · drifts to 1.000
0.974
VAN PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Where the edges live
  • The Sharks own the underlying play — 48.0% 5v5 xG vs 44.0%.
Regression watch
  • The Canucks' PDO is 0.974 — running cold, due for positive regression.
Things to watch
  • The Sharks own the underlying play — 48.0% 5v5 xG vs 44.0%.
  • The Sharks are the hotter team by points pace (6-4-0 in their last 10).
  • The Canucks are underwater at -24 goal differential over their last 10.
  • The Canucks' PDO is 0.974 — running cold, due for positive regression.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
SJS
Expected in goal
A. Nedeljkovic
3 days rest.966 last start
Backup Yaroslav Askarov · -18.9 GSAx this season

No completed game on file for this club yet.

VAN
Expected in goal
K. Lankinen
2 days rest.880 last start
Backup Kevin Lankinen · -19.3 GSAx this season

No completed game on file for this club yet.

Lineups are the players who dressed in each club's last game, with their minutes; clubs confirm tonight's at warm-up. Every player this preview names was in that lineup.

Computed danger · scouting

Players to watch

NHL stats API · our xG
SJS
Pavol Regenda5G 1A
1.10 xG/60 · 2 HD · 16.1% sh
Igor Chernyshov6G 8A
0.91 xG/60 · 1 HD · 15.0% sh
VAN
Filip Chytil3G 0A
1.03 xG/60 · 1 HD · 15.0% sh
Drew O'Connor13G 11A
0.85 xG/60 · 3 HD · 11.8% sh
Keep going

Where to next