Edgehalla

How the Panthers match lines at 5-on-5: who they send against the other team's top line, how hard they match at home, where they change last, versus on the road, and which players carry the toughest minutes. This is the Last-Change Fingerprint.

Tonight

The Ducks have last change at home. Minutes are expected 5v5 time together; the ratio compares it with coaches ignoring matchups (1.00×).

Panthers

  • Line 1Verhaeghe – Bennett – Reinhartvs ANA Granlund line 4.4 min (1.06×) · vs ANA Luneau pair 7.8 min (1.15×)
  • Line 2Luostarinen – Tkachuk – Vilmanisvs ANA Granlund line 3.8 min (1.02×) · vs ANA Luneau pair 6.3 min (1.04×)
  • Line 3EllerNew team · 2 GP with FLA – TkachukNew team · 2 GP with FLA – Lundellvs ANA Granlund line 3.4 min (1.04×) · vs ANA Luneau pair 4.9 min (0.91×)
  • Line 4Barkov – HathawayNew team · 2 GP with FLA – ImamaNew team · 2 GP with FLAvs ANA Nesterenko line 1.9 min (1.50×) · vs ANA Luneau pair 2.4 min (0.79×)
  • Pair 1Mikkola – Jonesvs ANA Granlund line 5.8 min (1.05×) · vs ANA Luneau pair 9.0 min (1.00×)
  • Pair 2Kulikov – Balinskisvs ANA Granlund line 4.1 min (1.02×) · vs ANA Luneau pair 6.7 min (1.00×)
  • Pair 3Ekblad – GudasNew team · 2 GP with FLAvs ANA Caulfield line 3.3 min (1.12×) · vs ANA Luneau pair 5.8 min (0.98×)

Ducks

  • Line 1Granlund – Killorn – Carlssonvs FLA Verhaeghe line 4.4 min (1.06×) · vs FLA Mikkola pair 5.8 min (1.05×)
  • Line 2Sennecke – GreerNew team · 1 GP with ANA – Gauthiervs FLA Verhaeghe line 4.1 min (1.06×) · vs FLA Mikkola pair 5.5 min (1.08×)
  • Line 3Caulfield – Washe – Vatranovs FLA Verhaeghe line 3.3 min (0.99×) · vs FLA Mikkola pair 4.2 min (0.94×)
  • Line 4Nesterenko – MalottNew team · 1 GP with ANA – Poehlingvs FLA Luostarinen line 2.5 min (0.96×) · vs FLA Mikkola pair 3.6 min (0.92×)
  • Pair 1Luneau – LaCombevs FLA Verhaeghe line 7.8 min (1.15×) · vs FLA Mikkola pair 9.0 min (1.00×)
  • Pair 2MitchellNew team · 1 GP with ANA – Mintyukovvs FLA Verhaeghe line 5.0 min (1.01×) · vs FLA Mikkola pair 6.7 min (1.02×)
  • Pair 3Hinds – Warrenvs FLA Eller line 2.3 min (1.21×) · vs FLA Mikkola pair 3.1 min (0.95×)
Full line-vs-line grid
ANA units (rows) against FLA units (columns): expected 5v5 minutes together, ratio to random mixing in brackets.
ANALine 1VerhaegheLine 2LuostarinenLine 3EllerLine 4BarkovPair 1MikkolaPair 2KulikovPair 3Ekblad
Line 1 Granlund4.4(1.1)3.8(1.0)3.4(1.0)1.4(0.8)5.8(1.1)4.1(1.0)3.2(0.9)
Line 2 Sennecke4.1(1.1)3.5(1.0)3.1(1.0)1.4(0.8)5.5(1.1)3.7(1.0)3.0(0.9)
Line 3 Caulfield3.3(1.0)3.0(1.0)2.6(1.0)1.6(1.1)4.2(0.9)3.4(1.0)3.3(1.1)
Line 4 Nesterenko2.3(0.8)2.5(1.0)2.3(1.0)1.9(1.5)3.6(0.9)3.0(1.1)2.9(1.1)
Pair 1 Luneau7.8(1.1)6.3(1.0)4.9(0.9)2.4(0.8)9.0(1.0)6.7(1.0)5.8(1.0)
Pair 2 Mitchell5.0(1.0)4.3(1.0)4.0(1.0)2.3(1.1)6.7(1.0)4.7(1.0)4.2(1.0)
Pair 3 Hinds1.6(0.7)2.1(1.0)2.3(1.2)1.6(1.5)3.1(0.9)2.3(1.0)2.3(1.1)
  • With last change at home, the Panthers are a middle-of-the-pack line matcher (20th of 32 by matching intensity).
  • At home their top line meets the other team's top line about as often as random mixing would give (1.05×).
  • They match lines at least as hard on the road as at home (intensity 0.08 vs 0.06), changing on the fly to get their matchups.

From the last 30 home and 30 road games with shift data (this season and last), as of Oct 4, 2026. Ratios are shrunk toward 1.00 for small samples.

At home: with last change

At home (last change): Panthers units (rows) against the opponent's units (columns), as a ratio to random mixing.
PanthersOpp Line 1Opp Line 2Opp Line 3Opp Line 4Opp Pair 1Opp Pair 2Opp Pair 3
Line 11.051.080.990.811.021.010.96
Line 21.081.070.960.821.001.001.00
Line 30.990.981.040.980.990.991.03
Line 40.810.770.991.541.011.031.03
Pair 11.091.020.980.880.991.010.98
Pair 21.051.050.950.941.021.000.94
Pair 30.810.921.091.280.970.971.08

On the road

On the road: Panthers units (rows) against the opponent's units (columns), as a ratio to random mixing.
PanthersOpp Line 1Opp Line 2Opp Line 3Opp Line 4Opp Pair 1Opp Pair 2Opp Pair 3
Line 11.111.080.970.761.121.020.81
Line 21.021.061.040.851.081.030.87
Line 30.990.981.001.020.920.951.19
Line 40.810.800.981.510.831.021.24
Pair 11.071.010.980.931.011.000.95
Pair 21.011.051.000.931.030.990.96
Pair 30.870.941.041.230.920.981.11

Player competition

Each skater's 5v5 time against each of the opponent's units, as a ratio to random mixing, over his recent games (both venues). Above 1.00 against L1 and P1: he draws top competition.

PlayerRoleGPOpp L1Opp L2Opp L3Opp L4Opp P1Opp P2Opp P3
Carter VerhaegheLine 1 · 13.8 min401.061.101.010.741.071.050.83
Sam BennettLine 1 · 13.7 min400.951.121.070.821.121.020.80
Sam ReinhartLine 1 · 12.3 min401.261.090.900.541.131.000.79
Eetu LuostarinenLine 2 · 12.2 min401.191.060.880.741.070.980.94
Matthew TkachukLine 2 · 12.0 min330.911.081.090.901.140.990.83
Sandis VilmanisLine 2 · 11.6 min210.920.871.061.200.970.921.16
Lars EllerLine 3 · 11.1 min21.060.850.871.230.860.971.21
Brady TkachukLine 3 · 10.7 min20.941.211.010.810.881.091.08
Anton LundellLine 3 · 9.8 min401.301.010.860.641.150.930.89
Aleksander BarkovLine 4 · 7.5 min20.711.091.041.280.951.091.03
Garnet HathawayLine 4 · 5.3 min20.740.640.951.850.920.981.16
Bokondji ImamaLine 4 · 4.9 min20.680.620.961.920.920.971.17
Niko MikkolaPair 1 · 18.0 min401.021.031.030.921.001.020.93
Seth JonesPair 1 · 17.3 min401.101.010.960.921.021.020.91
Dmitry KulikovPair 2 · 13.2 min211.070.990.980.960.961.040.97
Uvis BalinskisPair 2 · 12.9 min400.851.011.111.130.970.951.08
Aaron EkbladPair 3 · 11.7 min401.151.040.890.841.050.990.93
Radko GudasPair 3 · 11.3 min20.800.811.101.441.040.931.03

Every game tonight

These habits drive the Matchup Forecast. It projects which line and pair each player faces tonight, for every game. Also see the Panthers line combinations and the methodology.

FAQ

Who do the Panthers match against the other team's top line?

At home, with last change, the Panthers' pair 1 (D) sees top lines 1.09× as often as random mixing, and among depth forwards line 2 gets the most top-line minutes (1.08×). The full grid and each player's numbers are on this page.

What is a Last-Change Fingerprint?

It's a coach's line-matching habit, measured from shift charts. Each cell compares the 5-on-5 time one of his units spent against one of the opponent's units with what it would have been if he ignored matchups. 1.00× is random mixing, above it is a matchup he seeks, below it one he avoids. It's measured separately at home, where the home coach changes last, and on the road.

How do the Panthers' matchups affect fantasy hockey?

A forward who regularly draws the other team's top line and top pair faces tougher competition than his raw numbers suggest. A sheltered line gets softer minutes. Tonight's Matchup Forecast applies these habits to each game's projected lineups.