Following the game on Long Island before the break, Bruce Cassidy said of his line combinations, “we’re always going to change if they don’t work.”
He walked it back in the next sentence as he remembered the plan early in the season to allow the lines a few games together, but if my high school psychology teacher taught me anything it’s that the first answer is usually the one a person believes.
This helped guide my next phase of research on this topic, which is centered around how each line’s performance has impacted Cassidy’s willingness to either keep it together or break it up. (If you missed Part 1, it’s here.)
I’ll admit now that this segment of research does not answer the question as to whether or not the Golden Knights would be more successful with less line shuffling, but it absolutely shows the practical process that has led Cassidy to switch his lines as often as he has this year.
VGK have used 46 different forward line combinations this season. I went through and compiled the stats for each trio when they are on the ice together. This includes not only games in which they started together, but anytime the three players have shared the ice at 5-on-5 this season. (A full sortable table is available at the end of this article.)
It’s a lot of data, I know, but just focus on the frequency of colors from the top to the bottom. Near the top, we have a lot of green, which means success. Towards the bottom, we start to see a lot more red, and deep red in many areas.
Most of the lines that have played a bunch together have enough underlying stats to make a coach feel comfortable keeping that line together. Meanwhile, most of the single-game lines have struggled.
That looks like a clear indication that line chemistry exists with the Golden Knights. The more a line plays together, the better off they are. However, this data was not available to the coach at the time of his decision.
51 games in, we have stats for how that line has performed over the course of all of their games together. So, it’s easy to see that The Misfit Line or the Stephenson-Eichel-Stone line have been strong over the course of the year. But, as the head coach, you only have the data in front of you at that moment. When a line plays its first game together, you have to make a choice based on that game, and that game alone, if you are going to keep them together. This is where we really get a read into Cassidy’s decision-making.
Here’s a look at what each line did in their first game matched together this season. Note that this chart is ordered exactly the same as the last one. Again, focus on the color progression.
The progression actually gets stronger when just looking at the first game. And Cassidy spoke to instant line chemistry in a recent press conference.
Some guys right away they hit it off, they think the game the same way, and off they go. -Cassidy
Clearly, the Golden Knights’ coach believes what he sees on the ice. If a line has success, he’s much more likely to leave it together, if they don’t, he wastes no time taking it apart.
Of course, there are exceptions, but for the most part, if a line can’t click within the first 60 minutes of playing together, he won’t wait to try something new. And looking at how poorly some of those single-game lines performed, it’s hard to blame him for throwing them back in the blender.
You might look at the chart and say, but why did he leave some of the poor-performing lines together? And, on the same token, why rip apart the lines that did show out well in their first game? It always starts with performance.
For example, the line of Cotter, Amadio, and Kessel. Their first game was nothing short of a disaster. They started 100% of their dead-puck shifts in the offensive zone, yet got shredded in Corsi, Expected Goals, High Danger Chances, and were on the ice for a real goal against. The next game, Cassidy swapped Leschyshyn for Amadio. They were a mess too. So, he switched it back. They were still terrible. So, he went to Nic Roy. The results continued to be poor but slightly better than with Amadio or Leschyshyn. That line held for four games, but was immediately broken up when an injury forced changes to the top six.
This brings me to the other consistent reason for splitting up a line, injuries. Of the 16 lines that have played a single game together, seven were broken up due to a player returning or exiting due to injury the following game. For instance, the line of Cotter-Froese-Amadio played well, but in the next game they were no longer together. That’s because William Carrier was unavailable for the next game forcing a switch in the bottom six.
Finally, team result plays a part. Cassidy is much more willing to break up linemates following a loss than he is after a win. Of the 22 lines that played their first game together and were split up the next game, only three were after a win without a new player returning or leaving the lineup. Those three lines were Cotter-Leschyshyn-Kessel, Amadio-Roy-Kessel, and Rondbjerg-Leschyshyn-Rempal, three of the statistically worst lines VGK have seen all season.
So, to summarize, Cassidy leans on three factors when he decides to change his lines from game to game. The first is performance. If a line is good, they are more likely to stay together, if they are bad, they are probably coming apart. Next is injuries. When a player returns to the lineup or someone new goes out injured, a coach is almost always forced to do some line shuffling, Cassidy is not immune to it either. Finally, the last is result. When the team loses, you can expect changes.
Statistically, it really doesn’t prove whether or not he’s switching the lines too often, but from a practical standpoint, it’s hard to argue against any of his logic.
**All on-ice stats for this article are sourced from NaturalStatTrick.com.**
Chart 1 – Full Season Line Stats
GP | Line | Corsi | Goals | xGF | HDC | OZS |
---|---|---|---|---|---|---|
35 | Smith-Karlsson-Marchessault | 53.9 | 43.8 | 56.9 | 52.1 | 56.7 |
31 | Carrier-Roy-Kolesar | 47.8 | 56.0 | 50.7 | 58.1 | 24.3 |
21 | Stephenson-Eichel-Stone | 53.2 | 73.1 | 60.0 | 61.2 | 54.6 |
9 | Amadio-Stephenson-Stone | 58.0 | 66.7 | 58.2 | 65.9 | 58.8 |
7 | Amadio-Howden-Kessel | 43.8 | 40.0 | 43.0 | 35.0 | 60.0 |
7 | Carrier-Leschyshyn-Kolesar | 40.4 | 50.0 | 39.0 | 38.1 | 40.6 |
7 | Smith-Karlsson-Kessel | 50.7 | 33.3 | 54.7 | 54.3 | 63.8 |
6 | Smith-Eichel-Kessel | 51.9 | 66.7 | 56.3 | 58.8 | 66.7 |
6 | Howden-Stephenson-Stone | 45.2 | 75.0 | 52.1 | 48.6 | 51.8 |
5 | Cotter-Stephenson-Stone | 47.3 | 33.3 | 54.8 | 61.9 | 52.9 |
5 | Cotter-Roy-Kessel | 40.9 | 25.0 | 24.6 | 18.8 | 54.2 |
4 | Cotter-Howden-Kessel | 38.2 | 100.0 | 43.0 | 50.0 | 76.2 |
4 | Cotter-Roy-Kolesar | 58.7 | 75.0 | 66.8 | 80.0 | 18.8 |
3 | Cotter-Karlsson-Marchessault | 43.8 | 66.7 | 55.4 | 62.5 | 31.6 |
3 | Marchessault-Karlsson-Amadio | 48.6 | 50.0 | 46.0 | 37.5 | 52.6 |
3 | Carrier-Howden-Kolesar | 53.6 | 75.0 | 64.1 | 78.6 | 40.0 |
3 | Cotter-Amadio-Kessel | 29.8 | 0.0 | 19.8 | 16.7 | 66.7 |
3 | Amadio-Leschyshyn-Kessel | 54.2 | 0.0 | 60.5 | 60.0 | 60.0 |
3 | Rondbjerg-Leschyshyn-Dorofeyev | 61.1 | N/A | 46.0 | 100.0 | 0.0 |
3 | Stephenson-Eichel-Amadio | 57.1 | 50.0 | 67.0 | 88.9 | 58.3 |
2 | Carrier-Leschyshyn-Amadio | 48.3 | N/A | 59.8 | 60.0 | 21.4 |
2 | Cotter-Leschyshyn-Kessel | 22.7 | 100.0 | 24.8 | 0.0 | 60.0 |
2 | Kessel-Stephenson-Stone | 53.7 | 20.0 | 46.8 | 33.3 | 68.8 |
2 | Rondbjerg-Leschyshyn-Amadio | 57.1 | N/A | 77.3 | 100.0 | 25.0 |
2 | Cotter-Karlsson-Kessel | 48.9 | 100.0 | 56.6 | 66.7 | 16.7 |
2 | Rondbjerg-Froese-Kessel | 45.0 | N/A | 57.8 | N/A | 42.9 |
2 | Cotter-Eichel-Marchessault | 58.5 | 0.0 | 80.6 | 62.5 | 66.7 |
2 | Howden-Roy-Kessel | 59.1 | 50.0 | 63.6 | 90.9 | 61.5 |
2 | Carrier-Stephenson-Kessel | 54.8 | 50.0 | 65.7 | 63.6 | 35.0 |
2 | Howden-Roy-Kolesar | 59.1 | 50.0 | 63.6 | 90.9 | 61.5 |
1 | Amadio-Roy-Kessel | 30.8 | 50.0 | 31.9 | 25.0 | 100.0 |
1 | Rondbjerg-Roy-Kessel | 50.0 | 0.0 | 0.0 | 0.0 | N/A |
1 | Rondbjerg-Leschyshyn-Kessel | 46.2 | 0.0 | 20.6 | 50.0 | 80.0 |
1 | Rondbjerg-Leschyshyn-Rempal | 33.3 | 0.0 | 2.9 | 0.0 | 100.0 |
1 | Leschyshyn-Froese-Rondbjerg | 50.0 | 0.0 | 14.2 | 0.0 | 100.0 |
1 | Smith-Eichel-Roy | 42.4 | 100.0 | 33.6 | 42.9 | 30.8 |
1 | Smith-Eichel-Marchessault | 82.6 | 0.0 | 91.5 | 100.0 | 66.7 |
1 | Stephenson-Eichel-Marchessault | 45.8 | 33.3 | 39.9 | 31.3 | 50.0 |
1 | Cotter-Froese-Amadio | 66.7 | N/A | 66.4 | 100.0 | 0.0 |
1 | Cotter-Eichel-Roy | 35.3 | N/A | 32.7 | 50.0 | 36.4 |
1 | Amadio-Stephenson-Kessel | 37.5 | 50.0 | 36.7 | 50.0 | 40.0 |
1 | Rondbjerg-Froese-Kolesar | 45.0 | N/A | 57.8 | N/A | 42.9 |
1 | Stephenson-Eichel-Kessel | 50.0 | 0.0 | 42.9 | 25.0 | 88.9 |
1 | Rondbjerg-Froese-Amadio | 36.4 | N/A | 56.0 | 100.0 | 0.0 |
1 | Howden-Froese-Kolesar | 33.3 | N/A | 29.3 | 0.0 | 0.0 |
1 | Cotter-Eichel-Amadio | 7.0 | 0.0 | 25.9 | 25.0 | 80.0 |
Chart 2 – First Game Together Line Stats
GP | Line | Corsi | Goals | xGF | HDC | OZS |
---|---|---|---|---|---|---|
35 | Smith-Karlsson-Marchessault | 55.9 | 100.0 | 60.6 | 81.8 | 45.5 |
31 | Carrier-Roy-Kolesar | 55.6 | N/A | 61.5 | 80.0 | 25.0 |
21 | Stephenson-Eichel-Stone | 55.9 | 100.0 | 60.6 | 81.8 | 45.5 |
9 | Amadio-Stephenson-Stone | 82.6 | 0.0 | 65.0 | 71.4 | 88.3 |
7 | Amadio-Howden-Kessel | 52.6 | 50.0 | 76.1 | 60.0 | 100.0 |
7 | Carrier-Leschyshyn-Kolesar | 70.0 | N/A | 85.8 | 100.0 | 62.5 |
7 | Smith-Karlsson-Kessel | 53.3 | N/A | 86.5 | 75.0 | 80.0 |
6 | Smith-Eichel-Kessel | 73.3 | N/A | 62.4 | 80.0 | 80.0 |
6 | Howden-Stephenson-Stone | 58.6 | 50.0 | 41.0 | 25.0 | 33.3 |
5 | Cotter-Stephenson-Stone | 60.9 | 100.0 | 64.6 | 75.0 | 40.0 |
5 | Cotter-Roy-Kessel | 44.4 | 0.0 | 9.2 | 0.0 | 83.3 |
4 | Cotter-Howden-Kessel | 20.7 | N/A | 24.4 | 40.0 | 75.0 |
4 | Cotter-Roy-Kolesar | 53.3 | N/A | 71.5 | 87.5 | 20.0 |
3 | Cotter-Karlsson-Marchessault | 46.7 | N/A | 51.5 | 0.0 | 50.0 |
3 | Marchessault-Karlsson-Amadio | 61.1 | 0.0 | 51.9 | 40.0 | 57.1 |
3 | Carrier-Howden-Kolesar | 63.2 | 100.0 | 54.3 | 50.0 | 66.7 |
3 | Cotter-Amadio-Kessel | 30.8 | N/A | 6.7 | 0.0 | 100.0 |
3 | Amadio-Leschyshyn-Kessel | 62.5 | N/A | 72.9 | 100.0 | 100.0 |
3 | Rondbjerg-Leschyshyn-Dorofeyev | 57.1 | N/A | 33.3 | N/A | N/A |
3 | Stephenson-Eichel-Amadio | 66.7 | 100.0 | 80.6 | 100.0 | 55.6 |
2 | Carrier-Leschyshyn-Amadio | 46.2 | N/A | 44.3 | 50.0 | 25.0 |
2 | Cotter-Leschyshyn-Kessel | 21.4 | N/A | 24.6 | 0.0 | 66.7 |
2 | Kessel-Stephenson-Stone | 64.3 | 0.0 | 59.4 | 100.0 | 72.7 |
2 | Rondbjerg-Leschyshyn-Amadio | 52.9 | N/A | 82.7 | 100.0 | 33.3 |
2 | Cotter-Karlsson-Kessel | 55.6 | 100.0 | 41.1 | 57.1 | 0.0 |
2 | Rondbjerg-Froese-Kessel | 23.1 | N/A | 29.0 | N/A | 50.0 |
2 | Cotter-Eichel-Marchessault | 44.4 | 0.0 | 69.8 | 50.0 | 100.0 |
2 | Howden-Roy-Kessel | 59.1 | 50.0 | 63.6 | 90.9 | 61.5 |
2 | Carrier-Stephenson-Kessel | 37.5 | N/A | 45.4 | 33.3 | 33.3 |
2 | Howden-Roy-Kolesar | 41.2 | N/A | 61.0 | 50.0 | 12.5 |
1 | Amadio-Roy-Kessel | 30.8 | 50.0 | 31.9 | 25.0 | 100.0 |
1 | Rondbjerg-Roy-Kessel | 50.0 | 0.0 | 0.0 | 0.0 | N/A |
1 | Rondbjerg-Leschyshyn-Kessel | 46.2 | 0.0 | 20.6 | 50.0 | 80.0 |
1 | Rondbjerg-Leschyshyn-Rempal | 33.3 | 0.0 | 2.9 | 0.0 | 100.0 |
1 | Leschyshyn-Froese-Rondbjerg | 50.0 | 0.0 | 14.2 | 0.0 | 100.0 |
1 | Smith-Eichel-Roy | 42.4 | 100.0 | 33.6 | 42.9 | 30.8 |
1 | Smith-Eichel-Marchessault | 82.6 | 0.0 | 91.5 | 100.0 | 66.7 |
1 | Stephenson-Eichel-Marchessault | 45.8 | 33.3 | 39.9 | 31.3 | 50.0 |
1 | Cotter-Froese-Amadio | 66.7 | N/A | 66.4 | 100.0 | 0.0 |
1 | Cotter-Eichel-Roy | 35.3 | N/A | 32.7 | 50.0 | 36.4 |
1 | Amadio-Stephenson-Kessel | 37.5 | 50.0 | 36.7 | 50.0 | 40.0 |
1 | Rondbjerg-Froese-Kolesar | 45.0 | N/A | 57.8 | N/A | 42.9 |
1 | Stephenson-Eichel-Kessel | 50.0 | 0.0 | 42.9 | 25.0 | 88.9 |
1 | Rondbjerg-Froese-Amadio | 36.4 | N/A | 56.0 | 100.0 | 0.0 |
1 | Howden-Froese-Kolesar | 33.3 | N/A | 29.3 | 0.0 | 0.0 |
1 | Cotter-Eichel-Amadio | 7.0 | 0.0 | 25.9 | 25.0 | 80.0 |




Pistol Pete
Like most coaches Cassidy went into the season with a good idea what lines make the most sense, especially the top six.
Stephenson/Eichel/Stone
Smith/Karlsson/Marchessault
It worked from the start and still would be today if Stone was not injured.
Even Carrier/Roy/Kolesar was a no-brainer and still is for the most part.
Injuries and composition of the third line has been the variable.
If Stone remains out the only hope is to bring in a big bodied RW for Eichel who can snipe and get inside when the setup calls for it. Meier or Tarasenko. Bring in a $3-4m LW and move Stephenson down to 3C.
It becomes easy for Cassidy with a healthy well stocked roster.
Richie-Rich
I really like Meier but not a likely possibility in the same division. Bo Horvat would have been nice.
Herby
EVERY line stone was in has a Corsi of over 50%.
Stone is the heartbeat of this team.
If he is out for the rest of the season, VGK should sell at the trade deadline.
Pistol Pete
Looks like Cassidy may finally have found a Kessel third line that works. Carrier-Stephenson-Kessel. As I mentioned above, move Martinez and bring in a true 1 LW at the deadline even with Stone playing and have Stephenson center the third. If Stone is out use his cap to bring in an elite power RW who can get inside and snipe from anywhere. Stone has his limitations offensively but helps make up for it with his defensive stick.
knights fan in minny
vegas hockey now reports the squad is in on bertuzzi
TS
If it ain’t broken, don’t try to fix it. Cassidy gets it. We have had 2-3 successful lines, aside from the injury- shuffling. Some players can adapt to new linemates more easily than others. But, Stone is ultimately the key to the castle. Without him, ???????????
THE hockey GOD
i hope not, Bertuzzi breaks down more than a mexican car in TJ
knights fan in minny
tuchy with his 24th tonight 55pts in 50 games tnt just reported stone had back surgery out indefinite
Richie-Rich
LOL – give Buffalo Eichel, Amadio, Hutton and a 1st round pick for TUCH!
knights fan in minny
that would be awesome
TS
Kfim, Tuch sure looked good last night! THOUGH A LOSS) He’s an integral piece of their offense, and, though he only scored 1, he had multiple SOG. He plays aggressive hockey, quick to take that shot…he looks a heckuva lot more active/ productive than Eichel has looked, for sure…
knights fan in minny
yes he does TS always liked him
knights fan in minny
let the s peculation begin go get dylan larkin
Richie-Rich
Fairly obvious to me that Carrier, Roy & Kolesar should be playing together and be getting more ice time than line 3. It would be interesting to see TOI added to this analysis.
In any case, what does jump out to me is the $10million dud in terms of this analysis. Eichel clearly isn’t producing wins or goals. He cannot be mentioned in the same breath as the top 10 forwards in the NHL.
In terms of CAP – it’s a BUST.
TS
Rr, absolutely! The Carrier line clicks. Cassidy was using them more til they cooled some.
Watched Tuch in action last night..he looked a heckuva lot more active, aggressive than Eichel, taking repeated SOG. Plus, he’s a BIG presence. Sure wish we still had him.
THE hockey GOD
stone is done