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On Winning Four Of Seven

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Bobby Orr needs no introduction.  Neither does that thing he's holding.

 

.571.  That is the minimum winning percentage a team must sustain through each round of the Stanley Cup playoffs to earn the championship. They have to win four games in every seven game series.  Seems simple enough, but of course only one team can possibly accomplish this feat four consecutive times and bring home the glory.  Consistency is the key.  Any misstep that lasts more than a game or two could be fatal.

Consistency can be a tough trait to measure, but the playoff format itself suggests a way to determine which teams have been the most consistent through the regular season.  If you think of an 82-game season as 76 rolling groups of seven games (games 1-7, games 2-8, games 3-9, games 4-10, etc.), then one test of a team's consistency is how many times it achieved .571 or better during those groups of seven games.  How many times did the team win at least four out of seven?  How many times did it lose four or more?  Let's start by looking at the Eastern Conference. 

Star-divide

Eastern Conference

Won 4 of 7

Lost 4 of 7

WAS

48

28

PHI

50

26

BOS

50

26

PIT

52

24

TBL

44

32

MON

46

30

BUF

46

30

NYR

50

26

 

On February 10, when Evgeni Malkin went under the knife for knee surgery and Sidney Crosby's concussion recovery had already passed the one month mark with no end in sight, you had to think that the Penguins were the team most prone to a letdown.  Looking back from our vantage point today, it seems remarkable that Pittsburgh ends the season as the conference's most consistent team.  Granted, ten of their 52 wins came via shootout.  But regardless of how the wins came, Pittsburgh ends the season looking particularly dangerous.  And they appear to have the advantage over inconsistent Tampa -- the worst Eastern Conference performer in this measure. 

Philly/Buffalo and Boston/Montreal are identical matchups of teams that won at least four out of seven games 50 times versus team that managed it 46 times.  That's not a huge difference between the favorite and the underdog.  Those could be wild series.  And then there's Washington/New York.

Though New York ended the season with 14 fewer points than the Caps, and on the brink of elimination, New York was actually a more consistently successful team during the regular season than the Caps.  The Caps' highs were much higher -- the Caps won six or seven out of seven 15 times, the Rangers only 3 times.  But the Caps also lost four of seven more often than the Rangers did.  And the Caps' up and down swings are not all due to the 8-game slide in December.  Starting from January 1, the Caps lost four of seven games 16 times -- more than half of their total on the season. 

None, however, have come since the trade deadline.  Jason Arnott, Dennis Wideman, and Marco Sturm joined the Caps on February 28, 2011.  The Caps proceeded to win their next eight games.  Since the February 28 trade deadline, the Caps have won seven out of seven twice (both during that eight game streak -- nine if you count the game immediately before the deadline), six out of seven 3 times, five out of seven 6 times, and a "mere" four out of seven 2 times.  They have no, in any seven-game stretch, lost more than they won since the deadline.  Veterans are supposed to bring consistency -- and that appears to be exactly what they've done.  By this (and any other) measure, January and February were rough months, and George McPhee deserves a lot of credit for taking decisive action to improve the team.

How does this year's team compare to other recent Caps squads?

Caps Season

Won 4 of 7

Lost 4 of 7

10-11

48

28

09-10

65

11

08-09

57

19

07-08

38

38

06-07

14

62

05-06

6

70

 

For those of you who have checked in sometime over the last four seasons, here's a summary of the first two seasons after the lockout:  they were bad.  Really bad.  But things did seem to be improving over time.  Then, in the beginning of the 07-08 season, the team took a big step backwards.  The first time the Caps won four out of seven in the 07-08 season was on the group of games ending with a victory on December 12, 2007.  That was 31 games into the season, and it followed 24 consecutive groups of seven games where the Caps had lost four or more games.  And of course, it followed a coaching change -- Game 31 was Bruce Boudreau's 10th game behind the helm.  All his team has done since then is win four or more out of seven 208 times and lose four or more just 72 times. 

The Caps' most consistently successful season since the lockout was last year -- no surprise given the way the way the Caps dominated the leagues from game 1.  For those who believe that there is some value in adversity, this measure shows quite how little adversity last year's squad faced. 

It's also interesting to note that the 08-09 team was more consistent than this year's squad.  It's easy to point to having a full season of Sergei Fedorov as one possible reason why that team kept a steady course and an even keel.  That team also made the Caps' best showing in the playoffs since the lockout.

Here's the Western Conference, with bonus choke artist team Dallas.

Western Conference

Won 4 of 7

Lost 4 of 7

VAN

59

17

SJ

55

21

DET

52

24

ANA

53

23

NSH

39

37

PHO

38

38

LAK

55

21

CHI

45

31

DAL

38

38

 

Vancouver and the other division leaders look great using this measure, and so do the LA Kings, who appear to have kept a very even keel through a tumultuous season for them.  It's a quality that will serve them well as they face the playoffs without their two leading scorers.  To their credit, Saturday's loss to Anaheim marks the first time the Kings have lost four or more out of seven since February 2 -- even as Williams and then Kopitar went down.

By this measure, it looks like the better team may have backed into the playoffs yesterday.  Chicago has been far more consistent than Dallas.  And overall, it looks like the top playoff teams in the Western Conference were more consistent performers than the top playoff teams in the Eastern Conference.  That should come as no surprise, given how much harder it was to make the playoffs in the West than in the East this year.  But how do these teams compare to the historical results for recent cup champions?

Champion

Won 4 of 7

Lost 4 of 7

CHI 09-10

62

14

PIT 08-09

73

3

DET 07-08

54

22

ANA 06-07

49

27

CAR 05-06

39

37

 

None of this year's playoff teams were as consistently successful as last year's Hawks, much less the truly remarkable Penguins of two years ago.  It's hard to believe that team's coach was fired mid-season -- they lost four games out of seven only 3 times that entire year (once under Therrien, twice under Bylsma).  There is no team this year that matches that level of consistent success.  Interestingly, the 08-09 Penguins didn't even win their own division, and they were tied for fourth in the Eastern Conference for points.  When I did a similar fanpost that year, I did not include the Penguins among the "top cup contenders" and didn't even analyze their season.  Perhaps if I had, we'd have recognized Pittsburgh as the league's most dangerous team.  (I'm not making that mistake again -- I've included all 16 playoff teams above).  The 2009 Pittsburgh continued their pattern of winning at least four of every seven games through the playoffs, and ultimately brought home Lord Stanley's Cup. 

On the other end of the spectrum is the 05-06 Hurricanes -- a team that won four of seven less frequently than any playoff team this year except Phoenix.  But their Cup run was driven by Cam Ward, who played only 28 regular season games that year. And if you count just the games in which he was credited with a win or a loss, Ward won four of seven 14 times, and lost four of seven only 3 times.  (Of course, as the backup, many of these games were separated by days at a time.)

It seems unlikely that this year will be affected in any kind of similar way by a player who comes out of the blue, but then again, History Always Surprises.  Overall, this chart demonstrates that the bar for winning the Stanley Cup is quite high, and that in 2010-11 no team can match the steady consistency of Chicago last year or Pittsburgh the year before.  Looks like this year, the field is wide open for any team to claim the Cup.

If this FanPost is written by someone other than one of the blog's editors, the opinions expressed in it do not necessarily reflect those of this blog or SB Nation.

Comment 25 comments  |  38 recs  | 

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Comments

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Rec’d

Ah, beer. The cause of and the solution to all of life’s problems. - Homer Simpson

by jaytown99 on Apr 11, 2011 11:28 AM EDT reply actions  

Amazing work. It really makes me think about the importance of adversity. The Caps of last year should have been in the group with the Pens and Hawks, teams that just sailed through the season. But obviously it didn’t work out for them, and now we have a less impressive 82 game set, but we want to hail the importance of the adversity we faced.

I know winning one-goal games isn’t a repeatable skill, and I know that in general it’s better to blow out teams, but I wonder if one-goal games might add something to this. Were those Pens teams winning 4 of 7, but doing it with a lot of close games? The Caps won lots of segments of 4 of 7, but didn’t require a lot of playoff type wins.

Or maybe the Caps really were awesome last year, and just epically unlucky in the playoffs. I don’t know. But this post is great food for thought. Love it, Gouldie.

First Round Exit! (Clap Clap ClapClapClap) First Round Exit!

by Rob Parker on Apr 11, 2011 11:40 AM EDT reply actions  

The Caps were awesome last year…Halak was better.

This year the focus should be on “how to win when a goalie is shutting you down.”

Lundqvist is going to get a good number of shots this series, so we need to make sure we are getting the traffic in front to jam some in.

by SA-Town on Apr 11, 2011 12:10 PM EDT reply actions  

This post is crazy awesome.

So how do shootout wins play into this? I know you count them as wins and losses, but if you remove them from the equation do the numbers play out the same way or is there a significant difference?

The keyboard is mightier.

by breed16 on Apr 11, 2011 12:41 PM EDT reply actions  

Sadly, the weekend is over and I don’t have the time to re-run the numbers. I’m also not sure how I’d do it, since on the schedule data a win is a win I used, regardless of how that win was won. But if anyone wanted to take it on, I’d be happy to share my methods.

Atta dinnin stick a who!

by Gould Old Days on Apr 11, 2011 2:29 PM EDT up reply actions  

Still, these are very telling numbers. Great work.

The keyboard is mightier.

by breed16 on Apr 11, 2011 3:33 PM EDT up reply actions  

Great stuff here. How about a look at how many times a team was able to win rolling 7 games series 4 times consecutively to simulate the playoffs. Since it only takes on series of losing 4 games out of 7 to be elimintated in the playoffs. Basically what would looking at how many teams were able to win four of seven 4 times consecutively tell you (if anything more than what your legwork has already shown us).

The Amish have a web site. I wonder if they are aware of this?
-jjgrace1969

by Lunatic Fringe on Apr 11, 2011 4:20 PM EDT up reply actions  

That’d be easy. I’ll see what I can do. Good idea

Atta dinnin stick a who!

by Gould Old Days on Apr 11, 2011 4:26 PM EDT up reply actions  

Hmm, spoke too soon. I need to figure out what the unit is. Since these are rolling 7s, I’d have to figure out when to start out again. Hmmm. Requires more thought.

Atta dinnin stick a who!

by Gould Old Days on Apr 11, 2011 4:27 PM EDT up reply actions  

I am thinking you would use the same unit as the original calculation, no? For example games 1-7 is either a YES (they did win four out of seven) or a NO (they didn’t win four out of seven) and then the same for games 2-8, 3-9, etc. Then you go back and look at how many times there were 4 consecutive YES results.

The Amish have a web site. I wonder if they are aware of this?
-jjgrace1969

by Lunatic Fringe on Apr 12, 2011 8:58 AM EDT up reply actions  

right, but then you’re double counting. For example, if you look at games 1-7 and then 2-8, odds are pretty high the result is the same because 6 of the games are common (2-7 are included in both ranges). But in the playoffs, each series is independent.

Atta dinnin stick a who!

by Gould Old Days on Apr 12, 2011 3:39 PM EDT up reply actions  

Right. An 8 game win streak wins you the Cup in the theoretical rolling 7 game series, but not in real life.

First Round Exit! (Clap Clap ClapClapClap) First Round Exit!

by Rob Parker on Apr 12, 2011 4:43 PM EDT up reply actions  

We’re looking for a very specific pattern of four games. I’m trying to translate the thing into if-then statements.

All four games have to be wins. You can’t win a playoff series with a loss.

All four games have to be win 4, 5, 6, or 7 out of 7. Otherwise, you wouldn’t have won that series.

If any of the games is win 4, then you look ahead 7 games. If it’s win 5, you look ahead 6 games. If it’s win 6, you look ahead 5 games. If it’s win 7, you look ahead 4 games.

And what you’re looking ahead for is another win that fits these characteristics. See if you can find it four consecutive times.

I’ll see what I can do.

Atta dinnin stick a who!

by Gould Old Days on Apr 12, 2011 4:53 PM EDT up reply actions  

Hrm — the look ahead thing doesn’t work. You have to count back to win 4 within the 7 game series and then count ahead from there.

Damn, I wish I knew how to program. Excel is not the best tool for this.

Atta dinnin stick a who!

by Gould Old Days on Apr 12, 2011 4:55 PM EDT up reply actions  

Impressive research. Thank you

Winning is everything. The only ones who remember you when you come second are your wife and your dog.

by Racin23 on Apr 11, 2011 1:17 PM EDT reply actions  

Two things that stand out in my reaction to this:
1) It doesn’t take 7 games to win a series, often times. Wouldn’t that affect the analysis? I love the rolling group/averaging concept , but is it a useful paradigm over one season?
2) I suspect the Caps’ numbers look way better if you took out an eight game losing streak, or better yet, test the theory by adding a win or two in the middle of that streak. then you can start a massive rationalization that concludes with this team looks way more consistent by throwing out a couple bad games. Again, probably too limiting in scope to define a paradigm.

Love this line of reasoning and what makes the Rink awesome – nice work G.O.D.!

by S h a g g y on Apr 11, 2011 1:33 PM EDT reply actions  

Responding in order

1) Shouldn’t affect the analysis, since once a team either wins or loses four in any seven game span, there’s no going back. What this really does is even out some of the peaks and valleys. As for whether it’s useful over one season, I’ll leave that up to you all to decide.

2) Adding one or two wins in the middle of an 8 game streak wouldn’t change any results. Two wins bracketed on either side by four consecutive losses will always be part of a seven game span where the team lost more than it won. A couple of bad games shouldn’t affect this measure terribly much, since it’s really about consistency over time. And this is certainly not a novel idea — NHL.com gives you a “last 10” column that provides a snapshot rolling average. But I don’t know of anyone who keeps a record of those 10 game averages over the course of the season. Could be interesting stuff — it should look a whole lot like what I’ve done here.

Atta dinnin stick a who!

by Gould Old Days on Apr 11, 2011 2:35 PM EDT up reply actions  

Wow. Great work G.O.D.

www.wiseadvertising.com

Because now I can justify browsing and commenting during the work day with the argument that I am promoting my business.

by Sombrero Guy on Apr 11, 2011 5:20 PM EDT reply actions  

Overall, this chart demonstrates that the bar for winning the Stanley Cup is quite high, and that in 2010-11 no team can match the steady consistency of Chicago last year or Pittsburgh the year before. Looks like this year, the field is wide open for any team to claim the Cup.

Despite your amazing analysis, your conclusion is my favorite part.

I just love a wide open field ripe for exploitation.

"Hockey won’t hold still for a portrait. To gain a glimpse inside you join it in progress—just as the players do." Epilogue of 24/7

by capsyoungguns on Apr 11, 2011 9:19 PM EDT reply actions  

excellent read, gouldie. i’m busier than ever right now and trying to pry myself away from the rink. just when i thought i was out, this post pulled me back in!

by Natty Bumppo on Apr 12, 2011 9:11 AM EDT reply actions  

cheers!

Atta dinnin stick a who!

by Gould Old Days on Apr 12, 2011 3:39 PM EDT up reply actions  

Great read!

My only problem is I really wanted to make .571 my playoff motto but then I realized it’s easy to finish with a winning percentage way above .571 and still lose out on the cup… darnit!

Go USA, Braves, BU Terriers, Irish, Caps, Colts, Hoyas, NU Cats, Wizards, DC United, Washington Freedom
BU Hockey: National Champions 1971, 1972, 1978, 1995, 2009

by SuperNewb on Apr 13, 2011 12:43 PM EDT reply actions  

I’m curious… when you run these numbers, to truly simulate a playoff type situation, each group of rolling 7 would have to end when the team either won or lost 4 games, and the next group begin, rather than taking each group as a block of 7.

Example:

W W L W L W – block ends, next block begins W W L W W – block ends

In the Caps 15 game winning streak, if you that method and extend the last block, they would have won the first 3 series 4-0, taken a 3-0 lead in the Finals, promptly lost the last three, and won game 7 and the Cup.

Just saying…

I don't know, maybe it was the roses...

by Jalabar on Apr 14, 2011 6:06 PM EDT reply actions  

Er… make that next three., then won game 7.

I don't know, maybe it was the roses...

by Jalabar on Apr 14, 2011 6:07 PM EDT up reply actions  

I’m banging on this idea a bit. Makes for some pretty complicated if/then statements in excel. But I’m making some progress.

It’ll probably be another, shorter fanpost.

Atta dinnin stick a who!

by Gould Old Days on Apr 14, 2011 6:15 PM EDT up reply actions  

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