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Beginner's guide to surviving without Extra Skater

For those who've never used the older hockey stats sites, here's a guide to finding your way through the maze. With pictures.

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Random happy photo that has nothing to do with this story.
Random happy photo that has nothing to do with this story.
Jean-Yves Ahern-USA TODAY Sports

Over the past two years, has been an invaluable resource in helping people find and use hockey #fancystats. Sadly, if you go there today, this is what you'll see:


That's because the owner and operator, Darryl Metcalf, has been hired by the Toronto Maple Leafs for their new analytics department, and he's taken the site down as part of that deal.

That doesn't mean that we can no longer get at least some of this information. It's just not going to be as processed as what ES gave us. The data's still out there, compiled into a raw form. Until someone is able to rebuild all the coding that Metcalf had done, we're going to be using Behind The Net (the original #fancystats source), Hockey Analysis, and

Extra Skater did a fantastic job of pulling most of this information together in a useable way. There are hints that people are working on building a new ES-type site. Until then we'll have to get along the best we can with what we have.

With a single important exception, Hockey Analysis is going to give you the most data in forms closest to those you're used to seeing.

For players:


On the start page,

  • choose "On-Ice Corsi Stats" or "On-Ice Fenwick Stats"

  • choose a team if you want one

  • choose a position if you want

  • limit the search to a certain number of minutes--this will change as the season goes along. Early in the season, you'll want to choose a lower number; for a full season, you'll want to choose something closer to 300 or 400 for forwards and 500 for defensemen.

  • You can also change the game situation to any number of options such as 5 on 5 close.
  • Click on "Get Player Stats."

In the results, you'll find CF% or FF%, TMCF% (which is Quality of Teammates), OppCF% (which is Quality of Competition), OZFO% and DZFO% (which are the components of zone start percentage). You can safely ignore the HARO, HARD, etc., columns. Those are Hockey Analysis's offensive and defensive ratings, which may or may not actually be useful (likely not).

To find standard PDO, choose "On-Ice Shot Stats." Hit "Get/Update Player Stats."

To explore an individual player's career in depth, click on their name to get to their Player page. Or from the start page, choose the "Player" button from the top of the page and find the player by name.


  • Scroll down the page for stats in all kinds of situations (5v5, 5v5 Zone Start Adjusted, PP, etc.).

  • To get WOWYs (With or Without You) click on a season or a span of seasons. It's best to use Zone-Start Adjusted Close if it's at least halfway through the season. It's best to use 5v5 ZS Adj. if it's less than that.


  • Linemates are listed on the WOWY page in order of time spent together on-ice.


What you're looking at is marked in the horizontal red box. The player's individual stats are marked in the green box. Linemate time on ice in the vertical red box. CF% are the key differential here (blue boxes). The differences between apart and together are what WOWYs show you.

For teams:

From the HA front page:

  • Choose season and situation, such as 5 on 5 Close

  • Click "Get Team Stats."

  • All the basics are there, including CF%, FF%, and PDO.

Behind the Net

The one thing you can't get from Hockey Analysis are Relative Corsi and Fenwick (for players). Relative Corsi is available at Relative Fenwick isn't available anywhere else. In addition, there may be some times that you need or want to use Behind the Net. Here's how to do that.

Behind the Net basics

The first thing to notice is that we're at, not

From the start page, go to Statistics and choose Player Breakdown.


This is what pops up:Btn_p_brkdwn_1

  • Choose a team if you want to

  • Choose position if you want to.

  • Choose number of games (appropriate to how many games have been played in the season.)


Here's the Lightning's page for the 2013-14 season.

  • The most important columns to pay attention to are Corsi On (which is the same thing as just plain Corsi), Corsi Relative, Corsi QoC, PDO, and Off Zone Start %. TOI/60, CorsiRel QoC, and On-Ice Sh%/Sv% are all giving context for the other numbers.

  • This is almost all in "rate per 60 minutes of ice time" format, not in a percentage format. This means that you'll have to do some interpreting to get to the same point you could get at a glance on ExtraSkater.

How to interpret BtN's data:

Rule of thumb: positive rates equate to percentages above 50%. Negative rates equate to percentages below 50%. Whereas on ES you wanted numbers above 50%, here you want positive numbers. What a rate doesn't tell you is how you can judge the differences between players. A percentage did that for you by putting everyone on the same scale.

How can you tell whether the difference between Teddy Purcell's 8.84 and Valtteri Filppula's 6.19 is meaningful? Scale matters, after all. The difference between $9 and $6 is a big one if you're buying a burger. It's not if you're buying a car.

You want to ask yourself a few questions that are strictly data-related (in addition to all of the non-data-related eyetest questions.):

  • Is the player on a team that has generally high possession numbers?

  • Is the player playing against opponents who get a lot of shot attempts?

  • Is the player playing more in the offensive zone or the defensive zone?

To answer these, you'll look at Corsi Relative, Corsi QoC, and Off Zone Start %, respectively.

Corsi Rel tells the distance between how the team does with the player's playing and how they do when the player's on the bench. Higher is better. So to use the example I started above, Purcell's 8.9 > Filppula's 4.7, so the team did better when Purcell skated than when Filppula skated, and better when one or both of them skated than when they were on the bench.

Corsi QoC (which stands for Quality of Competition) tells whether the player's being used against stronger or weaker competition. A player can be expected to have high Corsi and Corsi Rel if they're facing easier opponents than their teammates. In this case, Filppula's QoC of .588 is rather higher than Purcell's -0.284. Filppula's opponents tended to outshoot their competition; Purcell's didn't.

Zone Start % tells whether a player is being used near the opponent's net more or near their own net more. If they're near their own net more, they'll always have lower Corsi. If they're there more than other players on the team they'll have lower Corsi Rel. In our example, neither player was used especially defensively, as both are above 50% in zone starts. But Purcell started in the offensive zone more than Filppula did, so he should be expected to have somewhat higher Corsi.

You ought to note, however, that all but 3 Lightning players have Zone Starts above 50%. It's an indication that as a team the Lightning got more offensive zone starts than defensive ones. There were more offensive zone faceoffs to go around. Context on the context.

In the end, determining just how far apart Purcell & Filppula's numbers really were requires subjective judgment, but given the circumstances, it's fair to say "not that far." The more you get used to looking at the numbers, the more you'll be able to see who's outperforming their role--or who's in over their head.

More advanced stuff you can do:

There are a number of ways that you can change what information Behind the Net shows you. There are shortcuts to the various reports at the bottom of the home page, but you're probably going to change stuff anyway. The "Advanced" report is the standard Player Breakdown.


Or you can use the "Toggle Views" box to generate reports that have different information, such as scoring and all of the various components of Corsi and Corsi Rel. For the most part, you won't need to use those unless you want to do a deeper exploration of the numbers.

Quality of Teammates

The one exception is QoT or Quality of Teammates. QoT has a much bigger effect on a player's Corsi and Corsi Rel than QoC does, so I really like to include it. Here's how to get there:

  • Uncheck everything in the filters box & click on Update Results. You'll get a bare list of players.

  • Check the Qual Comp and Advanced boxes and click on Update Results.


This will give you all the important info, including Corsi On, Corsi Rel, Corsi Qoc, Corsi QoT, Off Zone Start %. Scroll to the right if you need to.


QoT is interpreted just like QoC is. Higher numbers means a player plays with guys who shoot a lot. His Corsi will be pulled upward as a result, regardless of whether he himself is a guy who shoots a lot. Purcell's QoT and QoT Rel are very similar to Filppula's (they should be; they played together quite a bit), so linemates aren't really playing into the raw Corsi differences between the two.

Other reports BTN has that might be interesting to fans

  • Player TOI for top linemates and top opponents

  • Player Shooting for shot distance and type

  • Find Player to look up a specific player & see their career numbers. Note: Players are alphabetized by first name. Some are under their full first names (like Edward for Teddy and Michael for Mike). Some aren't. Just keep looking.

  • You can safely ignore Team Metrics and Goalie Stats. These provide information that's more accessible on the NHL website or a fantasy hockey stats page.

  • In fact, you should probably use Hockey Analysis for team-level stats.

If there are any questions, I'll be happy to answer to the best of my ability or we can crowdsource stuff. Hope this helps you navigate a site that can be intimidating at first. (It's really not as bad as it seems, I promise.)