Unconventional Wisdom – Puckalytics

Today I wanted to continue looking at stats that I don’t usually post about, so we are going to dive into David Johnson’s Archetype stats from Puckalytics. I have been a fan of his since back in the old days of his former site Hockey Analysis which he now uses to post articles, he often focuses on writing about Canadian teams but sometimes has articles that are relevant to the league in general. He also made his own salary cap site a few years ago when CapFriendly shut down, so check out The Stanley Cap as well, he also shows his data and player cards on that site. Today we are going to use his data to throw together some bubble charts to examine the players currently under contract in the Pittsburgh Penguins system, everybody who played in the NHL last year.

2026 Pittsburgh Penguins Training Camp

The Pittsburgh Penguins posted the schedule for their 2026 NHL Training Camp yesterday, so I figured it would be a good time to take a look and see what we may expect. The Pens have no released the roster yet, if they continue the recent trend from the last few years we won’t get a list until a day or two before it begins. I may just update and edit this post when that happens rather than making a new post, since I usually use the comments of these Training Camp posts as an open thread to post updates like practice lines and keep track of who gets cut from camp. But for now I wanted to take a dive into the schedule.

One thing to bear in mind is that the rules for Training Camp is different starting this season. They cut the length of training camp down from the previous 21 days to now only lasting 13 days. In addition, teams used to be allowed to schedule up to 8 preseason games, although most teams usually played fewer, but this year we are down to just 4 preseason games. We also have the added twist that both of the Pens home games are their first two preseason matches. And because of the lower number of games, players who are designated NHL veterans, which are those who have 100 or more career NHL games, are now limited to playing just 2 games. But the rule that teams must dress a minimum of 8 veteran players per game also still applies. So there may be a lot of logistical decisions which seem confusing, but make sense in context.

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Unconventional Wisdom – Catchall Stats

I remember a decade or so ago I used to have fun looking at the catchall NHL statistics that were available. Back then we had Goals vs Threshold (GvT) created by Tom Awad and Hockey Analysis Rating (HART) created by David Johnson, but both of those no longer exist. We also had Hockey-Reference’s Point Shares (PS), which do still exist, but use an outdated model that uses plus/minus to determine defensive performance. However, the modern trend is to use Goals Above Replacement (GAR) or its derivatives and Game Score (GS). So today I wanted to look at the various GAR and GS models for the current Pittsburgh Penguins roster. So today we are going to look at GAR from three sites: Evolving-Hockey, HockeyStats, and HockeyAlchemy as well as looking at GS from HockeyStatCards and for old times sake PS from Hockey-Reference. I was also going to include the MoneyPuck GS stat, but theirs doesn’t have an offense/defense breakdown so it doesn’t translate well into graphs.

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2026 Pittsburgh Penguins Rookie Tournament

The Pittsburgh Penguins announced their roster for the 2026 Rookie Tournament so it seemed like a good time to write up a post to go over who all is attending this year. For the most part it is the players we expected, even the invites we had discussed on Twitter some time ago, but there are a couple that we didn’t expect. I had mixed things up and thought the CBA was worded to suggest player eligibility was determined by professional games played, but in actuality it was all players who had fewer than 50 NHL games accrued last season who are eligible to play. So that opened up the potential roster further than I had originally anticipated, it is always good to correct your mistakes.

The rookies are able to start practicing on Friday September 11, but the actual tournament begins on Saturday. The Pens begin with a game against the Columbus Blue Jackets on Saturday September 12, then against the host Detroit Red Wings on Sunday September 13. They get a break on Monday, then the final game against the Dallas Stars on Tuesday September 15. The games will be run by AHL Wilkes-Barre/Scranton Penguins Head Coach Kirk MacDonald and his assistants Nick Luuko and Brad Malone, with assistance from ECHL Florida Everblades HC Brad Ralph, but his AC does not seem to be participating. The NHL Training Camp begins on September 16, with the first on-ice practice sessions on September 17, so most of these players should be in town for that.

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Seattle Kraken 2026 Rookie Camp

With the start of NHL rookie tournaments a week away the Seattle Kraken announced rosters on Friday for the Rookie Camp as well as their Training Camp. For today we are going to focus on the Rookie Camp, since NHL Training Camp will not begin until the rookies are done. The Kraken’s Rookie Camp kicks off with a practice on Friday September 11, then they travel to British Columbia for the Prospects Showcase in Abbotsford, playing games against the Vancouver Canucks on Saturday September 12 and Sunday September 13. They do not have any other open practices listed, but technically NHL rookie camps run through September 15 since NHL training camps begin on September 16. So now let’s take a look at the roster of players who will be participating.