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The Surplus Value of Draft Picks

Draft picks are coin of the realm among NHL general managers, hoarded, traded, exchanged. Given that they represent pure probability, trading them is like exchanging win/place/show tickets on a horse race that is far off in the future. Their value seems to change from trade to trade and is often insanely difficult to calculate as part of individual trades.

One approach developed by Victor Wang (in Hardball Times) to quantify the economic  value of baseball prospects seems promising. Wang's methods are described below but basically he compares the salary savings of a drafted player during the years in which that player is controlled by an organization (six years in MLB, until age 27 in the NHL) with the cost of a obtaining a comparable player in free agency. The product is a weighted result that Wang calls surplus value* which he then uses to evaluate trades involving prospects and which others have used to rank teams'  farm systems (See this example from SBN's Beyond the Boxscore).

It seems to me that this "surplus value" approach may have even more relevance to the NHL than to MLB. MLB teams can't trade draft picks: MLB teams don't operate under a "Hard" salary cap like NHL teams. Both rich and poor teams in the NHL need to maximize the "surplus value" of draft picks to create an efficient team salary structure.

I've developed two approaches based on Wang's work to quantify the value of NHL draft picks and prospects. The first approach, which I call Optimal Payroll Surplus (OPS-a nod to the SABR origins of Wang's work), is for prospects. The second, Probable Payroll Surplus (PPS), is intended to apply to draft picks. It discounts OPS by the percentage of draft picks that never play in the NHL.

Numbers and comparisons are in the table below. For those unmoved by stats, here are three narrative examples of how these theories might be applied:

  • The Chicago Blackhawks had 12 players 23 years or younger on their 2008-9 roster, resulting in a savings versus expected payroll of about 17 million. Fourteen million of that came from five drafted forwards and two prospects acquired in trade (Versteeg and Fraser). Based on draft position, these seven forwards have a projected PPS of 37 million in their cost-controlled years. The Blackhawks are well on their way to fully realizing those savings. In the days before the salary cap, that would have meant more money in the late William Wirtz's piggybank: instead the payroll  savings allowed Dale Tallon to overpay  for Brian Campbell and snafu his way  into a  ridiculously expensive goalie tandem. But Tallon's profligacy is not the point here, rather, the payroll savings gave Tallon the flexibility to make those moves and now give him the flexibility to recover from his mistakes. Which is not the case in my next example 
  • The noose of  unrealized PPS is tightening around Glen Sather and the New York Rangers. In 2004, Sather, realizing he needed forwards, used 11 of his 13 picks on them. Add in the ill-fated first round pick of Hugh Jessiman in 2003 and you get a PPS of $38 million. So far the Rangers have realized only about 8 million in savings (Dubinsky, Callahan). The core of the problem is the three risky first round picks (Al Montoya, Lauri Korpikoski and Jessiman). Had just one of  those picks been a forward who met expectations (Zajac, Parise, Getzlaf, Richards etc ) Sather might well have avoided tying up 15 million in Drury and Gomez and would have the flexibility to make trades and  sign free agents this summer  possibly  vaulting  the Rangers into a genuine Cup contender.
  • One of the many trades at the 2008 NHL Draft was this one: the Ducks  traded pick # 28 to the Coyotes in exchange for 2 picks, #s 25 and 39. The Coyotes  obviously had  their eye on Victor Tikhonov and he has  made a good start towards providing that cash-poor franchise with significant OPS, playing 61 games at age 20. Whether he ever reaches his full OPS potential will depend on whether he raises his game to the level of a second or at least third line forward. On the other hand,  if Brian Burke was thinking that two picks were better than one ,he forgot to do his math homework: The Coyotes one pick, with a 52% probability of success,  was worth more than the two picks received, with a 50%  chance of one pick succeeding (general rule of addition) Burke did acquire an 8% probability that both would be successful . And, because second round picks have a significantly lower probability of becoming stars or first line forwards, the PPS Burke traded away- 4.6 million- is actually greater than the 2.9 million PPS of  the two forwards Burke drafted.(All of this is academic since Burke’s successor, Bob Murray, traded Eric O’Dell (who was pick # 39) to the Thrashers for Eric Christensen. And the trade on draft day  actually had its genesis in February 2007 when the Kings traded Mattias Norstrom to Dallas:try flow charting this series of trades (5 teams are involved so far) and you’ll understand the what I mean when I say trades can be  “insanely difficult” to value.

Finally, for those who see this  approach as  bean-counterish and reductive, I tend to agree. It's not for everyone. Islanders fans  won’t be  thinking  of  the more than $30 million in PPS Garth Snow brings to the draft on Friday (although Charles Wang probably should be). They’ll be cheering the actual hockey players who  might someday help  their team, they'll be debating  the skills those prospects display on the ice, not their possible contributions to the bottom line.

I plan on using these theories as a performance measure to evaluate GMs, sort of like ROI in finance. And maybe quantitative values will help shed some light on the often bizarre trades of draft picks that take place every year.This post at Under Review "Moving Up in the Draft" is a sample (hint-don't play this game with Doug Wilson).

I don't plan on rating the economic value of each organization's prospects but I think that might be a good thing to do and I would be interested in the results. Too many prospect lists read like Garrison Keillor's description of Lake Wobegon-"all the children are above average"-and there's a need for some kind of objective standard.

* "Surplus value" should have a familiar ring to students of history. The term is central to Karl Marx's theories on the exploitation of labor. Is Victor Wang suggesting prospects are exploited? I don't know but that term's  historic associations make me nervous so I've substituted my own.

** Notes-Wang began by using WARP (wins over replacement player) to categorize prospects and comparable free agents. He has since switched to an even more exotic SABR formula. I grouped free agents/prospects into 6 groups(Star-Ist Line through 4th-marginal) based on TOI, PPG, historical depth charts. Projecting players salaries over their cost-controlled years is probably the weakest point here, not enough data and recent trends which give young players long term contracts affect this fairly dramatically. The OPS for picks 31 through the end are so similar because the distribution of types of forwards (mostly 3rd and 4th line) picked in those rounds is so similar. The PPS is so low because it reflects the much lower probability of success. I used a constant entry age of 20 years: I fully realize that lower round picks enter the NHL later (less salary savings) but more research is needed to find the appropriate break points. All my calculations are based on salary not cap hit and are for forwards only.

Draft Picks (Forwards)

Optimal Payroll Surplus

Probable Payroll Surplus

Picks 1-10

$ 12.3 million

$ 10.8 million

Picks 11-30

$7.8 million

$ 4.8 million

Picks 31-60

$6.6 million

$2.7 million

Picks 61-90

$6.6 million

$2.5 million

Picks 91-180

$ 6.1 million

$ 934 k

Picks 180 +

$ 6.4 million

$ 667 k

This item was created by a member of this blog's community and is not necessarily endorsed by From The Rink.

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awesome

but you really need to figure out a way to work in the term "BABIP’. i love saying that word.

by passive_voice on Jun 24, 2009 8:34 PM CDT reply actions   0 recs

For those who don't know

BABIP is a sabermetric statistic (a baseball stat, okay) that can give an idea of how much a player’s stats are being affected by luck. It stands for Batting Average on Balls in Play, which shows how often the ball is fielded when put in play (i.e. not a strikeout or foulout). For example, if a player’s BABIP is above league average, he may not be as good as his stats indicate. The opposite is also true- a player might have bad numbers because he hits balls right at fielders more than other player. In conclusion, BABIP is a stat usually used to measure luck. The closest equivalent in hockey might be shot percentage (goals/shots), but that stat isn’t used much anyway.

ZING! ZANG! ZUNG!

by crabchowdah on Jul 4, 2009 9:58 PM CDT up reply actions   0 recs

Home runs aren’t counted in BABIP either, for the record.

by Afino on Jul 6, 2009 3:13 PM CDT up reply actions   0 recs

I’d love to see this analysis run for Colorado. Since the lockout drafting has appeared good to above-average at times while on-ice performance has declined significantly.

2008-2009 Colorado Avalanche: Dry Humping Mediocrity

by Mike @ MHH on Jun 26, 2009 1:11 PM CDT reply actions   0 recs

•One of the many trades at the 2008 NHL Draft was this one: the Ducks traded pick # 28 to the Coyotes in exchange for 2 picks, #s 25 and 39.

I’m sure there’s a misprint in here somewhere, and I’m too lazy to look it up. Because I wouldn’t be slamming Brian Burke for moving up in the draft AND acquiring a free second-rounder for doing so.

http://www.battleofcali.com/

by Earl Sleek on Jul 2, 2009 1:32 AM CDT reply actions   0 recs

Boy, that Maloney guy sure is easy to deal with
The Ducks traded pick # 28 to the Coyotes in exchange for 2 picks, #s 25 and 39 #s 35 and 39.

/Fixed

by TD O'Dell on Jul 2, 2009 6:15 AM CDT up reply actions   0 recs

Thanks for fixing that error. Can’t tell you how many times I looked at that text and didn’t catch my own mistake. And yes it would have been illogical in the extreme to criticize Burke for that.

by Big Picture Guy on Jul 2, 2009 6:33 AM CDT up reply actions   0 recs


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