Motion-blurred skater in a Tampa Bay Lightning sweater
Breakdown · TBL at EDM

Lightning pull away from the Oilers

The verdict · earned

The Lightning earned it — the game and the expected-goals battle both.

TBL 5 · EDM 2
◆ By the ModelJul 12, 8:22 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

Shot attempts were dead even—28 to 28—yet Tampa Bay won 5-2, a scoreline that makes sense only when you examine what those shots looked like. The Lightning controlled 58% of expected goals at 5v5 (4.01–2.86), a dominance the Oilers' even shot volume masked completely.

Edmonton had the puck movement but not the danger. The Oilers' chances were low-quality: two of their goals came from low-danger situations, places where any goaltender should have the save. Tampa Bay, by contrast, converted 40% of its five high-danger opportunities, a ruthless efficiency Edmonton could not match.

Variance cut both ways. Edmonton underperformed its model by 0.86 goals—the Oilers generated 2.86 expected goals but scored just two. Tampa Bay overcorrected in the opposite direction, overperforming its 4.01 xG by 0.99 goals, a contribution driven entirely by A. Vasilevskiy's work. The Lightning's goaltender stopped 1.9 goals above expected, turning moments that should have counted into saves.

Anthony Cirelli's wrist shot from the top of the circles at 19:28 marked the moment Tampa's control became inevitable. Both teams capitalized on rush chances, but the Lightning's balance—multiple contributors, clinical finishing, elite goaltending—proved decisive.

N. Kucherov led with two goals and two assists. B. Hagel added two assists. The Oilers' shot volume bought them nothing.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Mar 21
TBL
5
EDM
2

Lightning pull away from the Oilers

Chances 4.0 – 2.9Did they deserve it? →
Did they deserve it?

The Lightning earned this one.

Expected goals · chance value
TBL
4.01
EDM
2.86
58% of the chances42%

The board read TBL 5, EDM 2. The chances read TBL 4.0, EDM 2.9.

Our xG model · NHL play-by-play · all situations
Luck check
TBL
+1.0
goals above expected
TBL4.01 expected · 5 scored
Expected
Scored
EDM2.86 expected · 2 scored
Expected
Scored

Both sides finished close to what their chances were worth. This one was earned on the ice.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 19:37EDMC. McDavid0–1
  2. P2 01:37TBLA. Cirelli1–1
  3. P2 12:13TBLJ. GuentzelPP2–1
  4. P2 16:58TBLN. KucherovSH3–1
  5. P3 07:16EDMJ. Samanski3–2
  6. P3 15:32TBLN. Kucherov4–2
  7. P3 19:28TBLA. CirelliEN5–2
NHL play-by-play · chance value from our xG model
Where the shots came from
TBL
45 shots
5
Final
83 shots
EDM
38 shots
2
TBL attackEDM attack
TBL EDM Goal
45
shots · 5 in
38
shots · 2 in
Every unblocked shot · press play to replay it
Chances by danger
TBLEDM
2 / 5
1.78 xG
High danger
0 / 2
0.48 xG
3 / 17
1.74 xG
Medium
0 / 18
1.91 xG
0 / 40
0.49 xG
Low
2 / 32
0.48 xG

The Lightning buried 2 of 5 high-danger looks.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A
A. Vasilevskiy
+1.9
TBL · 26/27
C
C. Ingram
+0.0
EDM · 23/27
The numbers, checked
BACKCHECK

Lightning pull away from the Oilers

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 9–11
  1. 19:37EDMC. McDavid(E. Bouchard)0–1
2ndshots 13–11
  1. 01:37TBLA. Cirelli(N. Kucherov, B. Hagel)1–1
  2. 12:13TBLJ. Guentzelpower play(N. Kucherov, B. Point)2–1
  3. 16:58TBLN. Kucherovshorthanded(J. Moser)3–1
3rdshots 6–6
  1. 07:16EDMJ. Samanski3–2
  2. 15:32TBLN. Kucherov(B. Hagel)4–2
  3. 19:28TBLA. Cirelliempty net5–2

score reads TBL–EDM

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

The numbers

XGBoost xG · NHL play-by-play
4.01
TBL chances
Goals their shots were worth
+1.0
Finishing
Goals above what those chances were worth
1.042
TBL puck luck
Above 1.000 — the bounces went their way
54.4%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

4.01Expected goals2.86
TBL 58% of the chance quality
28Shots on goal28
5High-danger chances2
62All attempts (Corsi)52
Adjusted for score: TBL 52% · EDM 48%
Faceoffs · EDM won60%off39%neu38%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TBL2 / 5 · 1.78 xG
EDM0 / 2 · 0.48 xG
Medium dangermid-range
TBL3 / 17 · 1.74 xG
EDM0 / 18 · 1.91 xG
Low dangerperimeter & point
TBL0 / 40 · 0.49 xG
EDM2 / 32 · 0.48 xG

EDM went 0-for-18 from medium danger on 1.91 expected goals — 1.9 left on the table.

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

Finishing vs expected

expectedactual
TBL
5 G · 4.01 xG · +1.0
EDM
2 G · 2.86 xG · -0.9
0123456

TBL finished +1.0 against expected, EDM -0.9.

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

Shot diet

goalsshots
TBL
WRIST3/21
SLAP0/8
TIP IN0/6
BACKHAND1/6
SNAP1/2
POKE0/2
DEFLECTED0/0
OTHER0/17
EDM
WRIST0/22
SLAP0/4
TIP IN1/6
BACKHAND0/2
SNAP0/2
POKE0/0
DEFLECTED0/1
OTHER1/15
TBL
EDM
Off the rush
3 G on 24
2.39 xG
2 G on 25
2.12 xG
Off rebounds
1 G on 4
0.45 xG
0 G on 2
0.34 xG

Wrist shots carried the volume: TBL went 3-for-21, EDM 0-for-22. TBL scored 3 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
A. Vasilevskiy
TBL · 26/27 · .963
+1.9
saved above expected
A
the night
By dangerG/attxGsaved
High danger0/20.5+0.5
Medium0/181.9+1.9
Low2/320.5-1.5

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

C. Ingram
EDM · 23/27 · .852
+0.0
saved above expected
C
the night
By dangerG/attxGsaved
High danger2/51.8-0.2
Medium3/171.7-1.3
Low0/400.5+0.5

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

83 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
TBL
45 shots
5
Final
83 shots
EDM
38 shots
2
TBL attackEDM attack
TBL EDM Goal

Each club shoots toward its own end — TBL left, EDM 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
N. Kucherov
#86 · R · TBL
2 G · 2 A · 7 SOG · 19:53 on ice · +3
B. Hagel
#38 · L · TBL
0 G · 2 A · 2 SOG · 20:47 on ice · +3
A. Cirelli
#71 · C · TBL
2 G · 0 A · 5 SOG · 10:28 on ice · +2
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Sat, Mar 21
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 8:20 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

Tampa Bay and Edmonton are genuinely separated by nothing. The model projects a 2.6–2.6 game with the Oilers at 50% win probability—about as close to a pick'em as you'll find.

The Oilers are the ones in trouble, though. They're underwater at -6 goal differential over their last 10, and their PDO is 0.982, meaning they've run cold and are due for positive regression. The Lightning, meanwhile, are sitting at 1.019 PDO—running hot—and should expect some regression of their own.

Where Tampa Bay gains an edge: territorial control. The Lightning drive Corsi at 53.0%, compared to Edmonton's 50.0%. Over a full game, that tilt compounds. Tampa Bay's 5v5 expected goals sit at 54.0% to Edmonton's 52.0%, suggesting structural advantage in shot volume and quality.

The goaltending question hangs over both teams. C. Ingram is on a back-to-back, as is A. Vasilevskiy. One or both teams could deploy a backup, or play a fatigued starter—watch the morning lineup decisions.

Brandon Hagel leads Tampa Bay's offensive charge. He's running 1.10 xG/60 with 23 goals and 26 assists, backed by a 15.8% shooting rate and 2 high-danger goals. Anthony Cirelli chips in 0.95 xG/60, 15 goals, 18 assists, and an elite 17.0% shooting rate with 5 high-danger goals. Both are threats to convert close chances.

Edmonton counters with Connor McDavid (25 goals, 33 assists, 0.92 xG/60, 13.7% shooting, 5 high-danger goals) and Zach Hyman (14 goals, 13 assists, 1.23 xG/60, 13.0% shooting, 1 high-danger goal). Hyman's per-60 metrics are elite; McDavid's volume is the difference.

Victor Hedman represents a defensive vulnerability for Tampa Bay; Jake Walman does the same for Edmonton. Both have hard minutes coming.

This is a coin flip because neither team has enough separation to force confidence. The Oilers' recent form and PDO floor offer slight upside if regression hits, while Tampa Bay's territorial dominance and hot hand keep them live. Expect a tight game with the outcome decided by which team's variance breaks in their favor.

What the model said beforehand

The model's lean

EDM 50%
50%
EDM
Model favorite
50%
50%
TBL50EDM

EDM by 0 points of win probability — effectively a coin flip. Projected score TBL 2.6–2.6 EDM; 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
TBL← edge
edge →EDM
54.0%52.0%
53.0%50.0%
2.672.64
2.282.47
2.382.13
1.852.29
1.0190.982

TBL holds 6 of 6 process categories — and the luck row (1.019 vs 0.982) says TBL has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
TBL
4-6-0
-3 GD · 1d rest
EDM
5-4-1
-6 GD · 1d rest
1.019
TBL PDO
Luck gauge · drifts to 1.000
0.982
EDM PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Where the edges live
  • The Lightning drive Corsi at 53.0% — expect territorial tilt.
Regression watch
  • The Oilers' PDO is 0.982 — running cold, due for positive regression.
  • The Lightning's PDO is 1.019 — running hot, expect some regression.
Things to watch
  • The Lightning drive Corsi at 53.0% — expect territorial tilt.
  • C. Ingram is on a back-to-back — watch for a backup start or a tired starter.
  • A. Vasilevskiy is on a back-to-back — watch for a backup start or a tired starter.
  • The Oilers are underwater at -6 goal differential over their last 10.
  • The Oilers' PDO is 0.982 — running cold, due for positive regression.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
TBL
Expected in goal
A. Vasilevskiy
back-to-back.905 last start
Backup Andrei Vasilevskiy · +24.7 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

EDM
Expected in goal
C. Ingram
back-to-back.826 last start
Backup Connor Ingram · +1.7 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

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
TBL
Brandon Hagel23G 26A
1.10 xG/60 · 2 HD · 15.8% sh
Anthony Cirelli15G 18A
0.95 xG/60 · 5 HD · 17.0% sh
EDM
Zach Hyman14G 13A
1.23 xG/60 · 1 HD · 13.0% sh
Connor McDavid25G 33A
0.92 xG/60 · 5 HD · 13.7% sh
Keep going

Where to next