Backcheck
Recap · NYR at TBL

Rangers pull away from the Lightning

The Rangers stole one. They lost the expected-goals battle 3.79–5.17 and won anyway.

By the ModelJul 11, 4:11 PMxG: xgboost-0.758Edited for clarity
Away
NYR
New York Rangers
7
Home
TBL
Tampa Bay Lightning
3
FINAL
Process vs result

The underlying story

3.79Expected goals5.17
58% share for the better side
21Shot attempts (SOG)36
7High-danger chances7
49Corsi (all attempts)78
Score-adjusted: 33% / 67%
Source · NHL play-by-play · XGBoost xG

The Rangers beat the Lightning 7–3 despite losing the expected-goals battle 5.17–3.79. Lightning controlled 58% of the expected scoring chances—this was a heist in reverse.

Tampa Bay dominated the actual play: 63% of shot attempts, 7 high-danger chances (tied with New York), and complete shot and control metrics suggesting they were the better team. But they lost by four.

The variance was staggering. The Lightning underperformed their xG by 2.17 goals. A. Vasilevskiy gave up 2.54 goals above expected—8 saves on 13 shots, a 0.615 save percentage. The Lightning couldn't solve the back of the net when it mattered: 0 for 7 on high-danger chances.

I. Shesterkin, meanwhile, stole the show. He made 33 saves on 36 shots—a 0.917 save percentage—and stopped 2.17 goals above expected. More impressively, he was flawless on high-danger opportunities, saving 7 of 7. When the Lightning attacked hardest, they found a wall.

The quality of play mattered less than where that play occurred. New York converted 6 goals on 27 rush chances. Tampa was lethal down the wing—3 goals on 35 rush attempts—but that wasn't enough against New York's clinical finishing in transition. The Lightning created 7 rebound opportunities off their forechecking and converted none, suggesting missed execution on the details.

W. Cuylle's wrist shot from the wing in the third period (17:49) was the turning point—the moment New York seized control and didn't let go.

A. Panarin's assist-heavy performance (4A) and J. Johansson's brief, rough outing (6 saves on 7 shots, 0.857 save percentage) tell the larger story: Lightning goaltending failed when the game demanded it, New York's depth delivered when it counted.

Sometimes the better team loses. Tuesday was that night.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
NYR2 / 7 · 2.20 xG
TBL0 / 7 · 1.84 xG
Medium dangermid-range
NYR4 / 14 · 1.39 xG
TBL2 / 26 · 2.68 xG
Low dangerperimeter & point
NYR1 / 28 · 0.19 xG
TBL1 / 45 · 0.66 xG

NYR went 4-for-14 from medium danger on 1.39 expected goals — 2.6 above expected.

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

Finishing vs expected

expectedactual
NYR
7 G · 3.79 xG · +3.2
TBL
3 G · 5.17 xG · -2.2
012345678
Goalies · GSAx (goals saved above expected)
I. ShesterkinNYR
+2.2
J. JohanssonTBL
+0.3
A. VasilevskiyTBL
-2.5

NYR finished +3.2 against expected, TBL -2.2 — A. Vasilevskiy (TBL) allowed 2.5 more goals than expected.

Source · Backcheck xG model
What they shot — and what went in

Shot diet

goalsshots
NYR
SNAP0/18
WRIST6/7
SLAP0/0
BACKHAND0/2
DEFLECTED1/1
TIP IN0/2
WRAP AROUND0/0
OTHER0/19
TBL
SNAP0/29
WRIST2/13
SLAP0/9
BACKHAND1/4
DEFLECTED0/2
TIP IN0/0
WRAP AROUND0/1
OTHER0/20
NYR
TBL
Off the rush
6 G on 27 · 3.51 xG
3 G on 35 · 3.06 xG
Off rebounds
0 G on 0 · 0.00 xG
0 G on 7 · 1.09 xG

Snap shots carried the volume: NYR went 0-for-18, TBL 0-for-29. NYR scored 6 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
A. Panarin
#10 · L · NYR
0 G · 4 A · 1 SOG · 16:17 TOI · +2
A. Fox
#23 · D · NYR
0 G · 2 A · 0 SOG · 22:10 TOI · +1
W. Cuylle
#50 · L · NYR
2 G · 0 A · 2 SOG · 18:00 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • NYR stole this one. TBL owned 58% of the xG and lost.
  • I. Shesterkin (NYR) stopped 2.2 goals above expected.
  • A. Vasilevskiy (TBL) gave up 2.5 goals more than expected — well below their workload.
  • TBL couldn't convert — 0/7 on high-danger chances. That won't happen often.
  • TBL was lethal off the rush — 3 goals on 35 rush chances.
  • NYR was lethal off the rush — 6 goals on 27 rush chances.
  • TBL created 7 rebound opportunities (0 converted) — crashing the net effectively.
  • TBL underperformed xG by 2.2 — wasted quality chances.
  • NYR outperformed their expected goals by 3.2 — elite finishing or lucky bounces.
  • I. Shesterkin (NYR) saved 2.2 goals above expected — stole the show.
  • I. Shesterkin was a wall on HD chances — 100% SV on 7 high-danger shots.
Before the game — the model's pre-game read
Preview · NYR at TBL · 7:00 PM ET

The Lightning are the model's lean over the Rangers — with PDO regression in play

By the ModelJul 11, 3:37 PMEdited for clarity
Win probability

The model's lean

57%
TBL
Model favorite
43%
57%
NYR50TBL

TBL by 14 points of win probability — a modest lean. Projected score NYR 2.32.7 TBL; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

NYR← edge
edge →TBL
48.0%5v5 xG%54.0%
49.0%Corsi%53.0%
2.26xGF / 602.67
2.40xGA / 602.28
1.88Goals for / gm2.38
1.90Goals against / gm1.85
1.009PDO — luck, not skill1.019

TBL holds 6 of 6 process categories — and PDO (1.009 vs 1.019) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.3 - 2.7 Tampa Bay victory with the Lightning at 57% win probability.

Tampa's entire edge rests on one thing: control. At 54.0% 5v5 xG and 53.0% Corsi%, the Lightning dominate territorial play. That expected-goal gap isn't cosmetic—it means they're generating higher-quality chances consistently, the kind that convert when variance normalizes. The Rangers enter at -5 goal differential over their last 10, evidence that recent possession losses have accumulated into real goals.

But Tampa's PDO of 1.019 carries a warning. The Lightning are running hot, and regression is mathematical certainty. New York's 1.009 sits closer to league average. When luck corrects, some of Tampa's goal surplus evaporates. The Rangers' 48.0% xG and 49.0% Corsi paint mediocre underlying play, yet the model still treats this matchup as competitive. That's pure PDO regression—New York is due for positive variance.

Other edges favor Tampa. The Lightning come in on three days of rest; the Rangers on one. I. Shesterkin faces a back-to-back, complicating New York's goaltending picture. They may lean on a backup or trust a fatigued starter.

Players to Watch

NYR

  • Adam Sykora: 0.91 xG/60, 3G 1A, 20.0% shooting
  • Gabe Perreault: 0.79 xG/60, 8G 11A, 2 HD goals, 13.1% shooting

TBL

  • Brandon Hagel: 1.10 xG/60, 23G 26A, 2 HD goals, 15.8% shooting
  • Anthony Cirelli: 0.95 xG/60, 15G 18A, 5 HD goals, 17.0% shooting

Sykora's 20.0% shooting is unsustainable on a 0.91 xG/60 baseline—regression is imminent. Cirelli's 5 HD goals distinguish him as the secondary scorer Tampa relies on in tight games. Hagel at 1.10 xG/60 remains Tampa's primary threat. Perreault's 13.1% shooting sits dangerously high but hasn't yet normalized.

Both teams show identical secondary results: 0% HD goal rate and 0% rebound goal rate. That uniformity places the expected-goal edge as the deciding factor. Victor Hedman and Vincent Iorio are listed defensive weak links; watch whether either concedes avoidable penalties or gap-control mistakes. The Lightning's model lean holds only if control translates to goals. For New York, variance has time on its side—just not tonight.

Computed danger · scouting

Players to watch

NYR
Adam Sykora3G 1A
0.91 xG/60 · 0 HD · 20.0% sh
Gabe Perreault8G 11A
0.79 xG/60 · 2 HD · 13.1% sh
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
Source · MoneyPuck skaters