1301 words, double media week
In the interest of finding even more non-traditional stats about the rookies eligible for this upcoming draft, I decided to look a bit into the top TPE earners’ even strength efficiency and their powerplay efficiency versus their total points earned this past season. We have points per 20 minutes of play time as an easily accessible stat, so to create something comparable I went ahead and calculated points per 20 minutes for even strength time and powerplay time. I find that generally, players are sorted by their points, which makes sense as with hockey like everything in life it’s easy to be results oriented. The points per 20 minutes stat is interesting because it can give a glimpse into what a player that doesn’t get a lot of ice time is capable of (or in my player’s case, what happens when you’re on a line with the two leading scorers
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
). Out of the top 25 earners, 23 of them were skaters so the lists will look like they’re missing a couple people but don’t fret, they’re just puck stopping meat bags. I’ve included the defensmen in this because while they generally get more ice time and less scoring opportunities than forwards, several of the defensmen this season were among the top point earners, so it didn't make sense to omit them.
Let’s first look at these players sorted by points as a baseline
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Matt Kholin 290 TPE
32P
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Monkey D. Luffy 305 TPE
31P
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Guy Zheng 300 TPE
31P
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Karlstraße Scholz 296 TPE
31P
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Bobby Sharp 291 TPE
27P
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Jimmy Slothface 290 TPE
27P
![Falcons Falcons](https://simulationhockey.com/images/smilies/falcons2.png)
Kit Smeb 300 TPE
26P
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Knute Knurtsson 288 TPE
25P
![Scarecrows Scarecrows](https://simulationhockey.com/images/smilies/scarecrows2.png)
Gordie Boomhover 293 TPE
25P
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Brennan Kennedy Jr. 295 TPE
25P
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Kalevi Karhunen 289 TPE
24P
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Nikolai Evans 277 TPE
20P
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Michael Scarn 300 TPE
19P
![Falcons Falcons](https://simulationhockey.com/images/smilies/falcons2.png)
Kalvins Zvejnieks 299 TPE
19P
![Whalers Whalers](https://simulationhockey.com/images/smilies/whalers2.png)
Borromini Cannellini 304 TPE
18P
![Scarecrows Scarecrows](https://simulationhockey.com/images/smilies/scarecrows2.png)
Michael Fox 279 TPE
17P
![Outlaws Outlaws](https://simulationhockey.com/images/smilies/outlaws3.png)
Mathias Seger 277 TPE
17P
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Perry Morgan 300 TPE
14P
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Nick Brain 291 TPE
13P
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Olivier Cloutier 276 TPE
13P
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Barry Batsbak 276 TPE
13P
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Kristoffer Svensson 281 TPE
10P
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Brock Emmerton 278 TPE
8P
The top earners represent about half of the top 10 rookie scorers from this season, with 27 points being the 10th place spot. Now let’s take a look at their points per 20 minutes of even strength (P20ES) playtime.
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Knute Knurtsson
0.85 +7
![Falcons Falcons](https://simulationhockey.com/images/smilies/falcons2.png)
Kit Smeb
0.64 +5
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Bobby Sharp
0.60 +2
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Monkey D. Luffy
0.57 -2
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Michael Scarn
0.55 +8
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Matt Kholin
0.50 -5
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Nick Brain
0.50 +12
![Scarecrows Scarecrows](https://simulationhockey.com/images/smilies/scarecrows2.png)
Gordie Boomhover
0.50 +1
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Kalevi Karhunen
0.49 +2
![Whalers Whalers](https://simulationhockey.com/images/smilies/whalers2.png)
Borromini Cannellini
0.48 +5
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Jimmy Slothface
0.45 -5
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Olivier Cloutier
0.45 +8
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Barry Batsbak
0.44 +8
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Guy Zheng
0.42 -11
![Scarecrows Scarecrows](https://simulationhockey.com/images/smilies/scarecrows2.png)
Michael Fox
0.42 +1
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Karlstraße Scholz
0.39 -12
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Brock Emmerton
0.37 +6
![Falcons Falcons](https://simulationhockey.com/images/smilies/falcons2.png)
Kalvins Zvejnieks
0.33 -4
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Perry Morgan
0.33 -1
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Brennan Kennedy Jr.
0.32 -10
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Kristoffer Svensson
0.28 +1
![Outlaws Outlaws](https://simulationhockey.com/images/smilies/outlaws3.png)
Mathias Seger
0.27 -5
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Nikolai Evans
0.27 -11
The number at the end is how many spots they moved up or down compared to the points rankings. Here we start to see some pretty significant shifts.
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Knute Knurtsson moves from 8th in points from this group all the way to 1st in points relative to his even strength ice time, and leads the pack by a very significant margin. Fellow
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
members Michael Scarn and Nick Brain also leapfrog up, with Scarn going from 13th in points to 5th in P20ES, and Brain jumping up to 7th from 19th.
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Barry Batsbak and
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Olivier Cloutier also both make quite a jump, going up 8 spots from 20th and 21st points to 12th and 13th P20ES. The
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
high octane defensive duo Guy Zheng and Karlstraße Scholz go in the opposite direction, dropping from 3rd and 4th in points respectively down to 14th and 16th in P20ES, which is to be expected of a defensive unit I’d think.
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Brennan Kennedy Jr. and
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Nikolai Evans also drop significantly here, down 10 and 11 spots.
Now let’s take a look at their points per 20 minutes of powerplay time (P20PP). The number at the end is again relative to the points ranking.
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Guy Zheng
1.82 +2
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Bobby Sharp
1.76 +3
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Matt Kholin
1.72 -2
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Karlstraße Scholz
1.72 0
![Scarecrows Scarecrows](https://simulationhockey.com/images/smilies/scarecrows2.png)
Gordie Boomhover
1.28 +4
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Jimmy Slothface
1.27 0
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Brennan Kennedy Jr.
1.25 +3
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Nikolai Evans
1.20 +4
![Falcons Falcons](https://simulationhockey.com/images/smilies/falcons2.png)
Kit Smeb
1.04 -2
![Falcons Falcons](https://simulationhockey.com/images/smilies/falcons2.png)
Kalvins Zvejnieks
0.89 +4
![Outlaws Outlaws](https://simulationhockey.com/images/smilies/outlaws3.png)
Mathias Seger
0.89 +6
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Monkey D. Luffy
0.83 -10
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Knute Knurtsson
0.59 -5
![Whalers Whalers](https://simulationhockey.com/images/smilies/whalers2.png)
Borromini Cannellini
0.38 +1
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Michael Scarn
0.36 -2
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Barry Batsbak
0.00 +5
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Brock Emmerton
0.00 +6
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Kalevi Karhunen
0.00 -7
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Nick Brain
0.00 0
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Olivier Cloutier
0.00 0
![Scarecrows Scarecrows](https://simulationhockey.com/images/smilies/scarecrows2.png)
Michael Fox
0.00 -5
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Perry Morgan
0.00 -4
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Kristoffer Svensson
0.00 -1
One quick note here for the players who didn’t have any power play points - In the spirit of capturing on ice point earning efficiency, I ranked them by how many minutes they played on the PP, with more minutes ranking lower. Someone like Barry Batsbak who had 0 minutes of PP time is ranked higher than Kristoffer Svensson who had 27 minutes.
So there are actually less drastic changes here, which makes sense due to how strong of a correlation high point earners have with high powerplay time and performance. We see that the high scoring
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
defensmen are both in the top 5 here again. The only real surprise here to be honest is rookie of the year candidate
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Monkey D. Luffy dropping 10 spots relative to his points ranking within this group, though that may be attributed to the Lions lack of synergy on the powerplay since they finished the season with only a 17.26% success rate.
Last but not least, I wanted to look at combined points per 20 minutes for these players, and again compare that with how they rank against each other for points.
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Knute Knurtsson
0.83 +7
![Falcons Falcons](https://simulationhockey.com/images/smilies/falcons2.png)
Kit Smeb
0.71 +5
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Bobby Sharp
0.71 +2
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Matt Kholin
0.71 -3
![Scarecrows Scarecrows](https://simulationhockey.com/images/smilies/scarecrows2.png)
Gordie Boomhover
0.66 +4
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Monkey D. Luffy
0.61 -4
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Guy Zheng
0.60 -4
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Jimmy Slothface
0.59 -2
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Karlstraße Scholz
0.54 -5
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Michael Scarn
0.52 +3
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Nick Brain
0.49 +8
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Kalevi Karhunen
0.49 -1
![Whalers Whalers](https://simulationhockey.com/images/smilies/whalers2.png)
Borromini Cannellini
0.46 +2
![Lions Lions](https://simulationhockey.com/images/smilies/lions.png)
Brennan Kennedy Jr.
0.45 -4
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Barry Batsbak
0.44 +6
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Olivier Cloutier
0.44 +4
![Scarecrows Scarecrows](https://simulationhockey.com/images/smilies/scarecrows2.png)
Michael Fox
0.41 -1
![Falcons Falcons](https://simulationhockey.com/images/smilies/falcons2.png)
Kalvins Zvejnieks
0.40 -4
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Nikolai Evans
0.39 -7
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Brock Emmerton
0.37 +3
![Outlaws Outlaws](https://simulationhockey.com/images/smilies/outlaws3.png)
Mathias Seger
0.33 -4
![raiders raiders](https://simulationhockey.com/images/smilies/Raiders-emote.png)
Perry Morgan
0.32 -4
![Militia Militia](https://simulationhockey.com/images/smilies/militia2.png)
Kristoffer Svensson
0.27 -1
So there you have it. This is definitely just one way to look at efficiency and every player’s situation will be different in ways that aren’t necessarily reflective of that player’s ability. As I mentioned before, I was on the line with the two best linemates known to man (shoutout to @
Noble @
Jepox). I do think this might give a little more attention towards players who didn’t get a lot of ice time but still performed well with it.
![Knights Knights](https://simulationhockey.com/images/smilies/knights2.png)
Barry Batsbak,
![Raptors Raptors](https://simulationhockey.com/images/smilies/raptors-new.png)
Nick Brain, and
![Armada Armada](https://simulationhockey.com/images/smilies/armada2.png)
Olivier Cloutier stand out to me in that regard. All three players performed well relative to their peers with low ice time and limited to no powerplay time. I’m definitely excited to see what these players and many others like them can do once they get more even strength and special teams ice time.