Navigation: Jump to content areas:


Pro Quality. Fan Perspective.
Login-facebook
Around SBN: This Week In GIFs

Large Free Agent Position Player Contracts: Updated and Comprehensive


A little over a month ago I presented an article about the value teams receive on large contracts given out to position players, and compared that to how teams fared on similar sized contract extensions covering (or largely covering) free agent years. I found that on average, teams overpaid the free agents by (edit: careless use of the word, in fact I've taken pains to try and avoid using this word in my conclusions - see comments for detail) received around 22 to 25% less in on-field value (using a linear S/WAR) relative to the salary paid, whereas the contract extensions were more on the order of 4 to 8%. I then looked at the value teams received on large contracts given out to free agent pitchers and contract extensions covering free agent seasons, which revealed a similar trend in that the free agent contracts were even more disasterous, but the extensions more or less delivered fair value.

There were two major differences in how those lists were compiled. First, I compiled the list of position players essentially by starting with Cot's Baseball Contracts list of highest paid players, as well as a few other lists I found by searching, and then added a few others from memory. Of course, this ad hoc method left off a number of players - Mo Vaughn, Albert Belle, and Frank Thomas to name a few prominent players. This introduced bias (when I realized some of the contracts left off, I thought the value would look much worse, but more on this later) which I corrected on the pitcher list by starting with a list of over 300 players who had at least one season of 2 fWAR or more from 1995 to 2011, and checking contract details for each player. Second, with the position players, I established a cutoff of $70-million in total contract value for inclusion on the study. The problem is, in light of 5 to 10% annual salary inflation in baseball, compounded over 15 years, I excluded a number of older contracts that were very large when they were signed. So, for the pitching list, I adjusted the cutoff level depending on the year, so that it stayed around $50-million in real 2010 baseball dollars.

Therefore, I have updated the study to make these two changes. I started with a list of 503 players who recorded at least one season from 1995 to 2011 with 2+ fWAR. The cutoff for inclusion on the list was set to a contract of at least $75-million in 2010 baseball dollars, and I used the same 6.3% average inflation to get the following annual cutoffs:

K4fdpf_medium

It should be noted that I did not treat this is a completely hard constraint. In the case of extension contracts which included money for pre-free agent eligible seasons, I used the total guaranteed contract, though I only analyzed the free agent eligible years (Bobby Abreu for example). Also, I'm only looking at completely guaranteed money, but I included a couple contracts that just missed where there was sigificant bonus money or reasonable vesting years.

In the end I came up 31 free agent contracts, and 31 contract extensions. Though I thought that the results might be materially different, the results and result are largely the same. Teams lose about 25 to 28% of the value of free agent contracts (vs. 22 to 25% previously found) and about 6 to 10% of the value of contract extensions (vs. 4 to 8% previously found). Below, I had replicated the same tables found in the previous articles, and since the conclusions are largely the same, I'm not going to bother with a bunch of analysis. If you're not sure what exactly the table or graph is meant to show, check the previous articles via the links above, or here (position players) and here (pitchers). Similarly, I have explained my methodology at length in the previous articles, so there is little point in replicating it here.

Finally, this only covered the truly premium players - roughly 4 position player contracts a year and a similar number of pitching contracts. While these players are generally critical to building winning teams, teams also need players who would be considered more as solid to above average regulars, who command significant contracts, but not nearly this size. Therefore, while compiling these lists, I've also compliled lists of position players and pitchers who got contracts under the respective cutoffs for this lists ($75M and $50M in real 2010 dollars) but got more than half the cutoff value. I will be analyzing the value of contracts as well to see what we can learn about them. The hardest work is done (looking up contracts for 800 payers), so I hope to have that done later this week.

FREE AGENT CONTRACTS

Actual Value Through 2011

Exhibit_2_large

Actual and Projected Value

Exhibit_3_large

Performance of Contract against Year Signed

Yearly_large

Performance of Contract against Contract Size

Contract_size_large

Performance of Contract against Age of Player at Beginning of Contract

Age_large

One note here - though the link isn't terribly strong, it would seem that the younger the player is, the better the value received by the value. Theoretically, teams should price in aging and injury risk into their bids, but perhaps they are not doing so to the appropriate extent.

CONTRACT EXTENSIONS COVERING (LARGELY) FREE AGENT YEARS

Actual Value Through 2011

Exhibit_4_large

Actual and Projected Value

Exhibit_5_large

Comment 16 comments  |  3 recs  | 

Do you like this story?

Comments

Display:

Thanks!

One note:

Theoretically, teams should price in aging and injury risk into their bids, but perhaps they are not doing so to the appropraite extent.

The risk of aging changed at the end of the steroid era. For some of the contracts, the injury risk may have changed during the middle of the contract period.

by JaysSaskatchewan on Feb 13, 2012 9:55 PM EST reply actions  

Interesting

So what would you think the implications of that be (not entirely clear what you would expect if there were no steroids)?

I reran charted the same data (after correcting the typo), but I restricted the data contracts given out in 2004 and after. Here’s what it look like:

Note the more negative slope (7% higher loss per extra year of age vs. 5% in the article), and the higher R^2 value. Does this fit generally with what you’d think? Or is it irrelvant?

by MjwW on Feb 13, 2012 10:40 PM EST up reply actions  

Yes. Without steroids or hgh I would expect players careers to end sooner. ie: Signing a player to a 10-year contract at age 30 now would appear to be more risky that doing the same thing in 1997.

by JaysSaskatchewan on Feb 14, 2012 1:02 PM EST up reply actions  

You can't look at the data this way for a few reasons

First, you have so few datapoints (as you say, only ~four contracts per year) that the effects of year contract is given (essentially, inflation) are not necessarily a wash.

Second, and almost certainly significantly, you have a bias here because players that are reaching free agency when they’re younger are likely better players (which is why they were playing at 22 or 23) than guys who don’t reach the bigs until they’re 25 or 26. Even if you’re only looking at the sort of “best of the best” this could still potentially impact your results.

Finally, the conclusion that teams are “overpaying” star players ignores two important concepts. The first is that the difference between a 6-win player and a 4-win player is gretaer than the difference between a 4-win player and a 2-win player; the second is that many of the teams giving out big contracts can afford to do what you call “overpay” free agents.

While it may be overpaying for a team like the Jays to sign a free agent at $6 M / war, that might be a solid business move for the Yankees who are (1) likely to receive greater benefit from those wins in the first place and (2) operating on a payroll 2x what the average team operates at. A 65-win team can upgrade their team much cheaper than a 95-win team but the concept of “$5 M / fWAR” (or whatever it is now) does not account for that.

Nice work, overall.

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Feb 14, 2012 4:20 PM EST up reply actions  

I'm a little confused

I believe this response has points more pertaining to the article generally than to this comment- so I will respond on that basis and please forgive if I’m misrepresenting what you were trying to say.

First point – I’m not sure exactly what you mean (is there a word missing?) – I’m having trouble with “the effects of year contract is given are not necessarily a wash”. Are you commenting on a specific graphs, or on the methodology generally – because I’m not sure I assumed anthing was a wash? Salary inflation is something teams have to think about when giving contracts. In fact, I wonder if they don’t have some sort of recency bias – when revenues growth rises for a couple of years, salary inflation seems to take off, the contracts go nuts, and look really dumb when revenue growth returns to trend. Likewise, when it slows down, the contracts are more reasonable – Tejada and Vladdy signed reasonable contract around 2004-05, when it appeared that revenue growth was moderating, though it quickly returned to trend. If it’s about one of the graphs, the whole point was to basically show that there isn’t really an observed relationship between those selcted variables. They were included for completeness, since I had done the same thing in the pitching article, and I thought there conceivably could be some logical link.

Second point – Is this referring to the above graph? Otherwise, I’m not sure what the bias is, generally. Yes, younger players are almost all better, so when they hit free agency, all else equal, we expect they get more. But the point is, we’re just looking at what the market deemed to be premium players according to what the players were awarded, and how those contracts performed. In theory, an efficient market should account for age and skills such that players were properly paid in the context of these factors. The purpose wasn’t to compare players of equal skill (say, who each put up 25 WAR in their 6 years of control, and then look at the difference in contract – then age would definitely matter). Guys who reach the bigs are less likely to get megacontracts for those reasons – first, they’re not generally as good, and second even if they suddenly put it together and became awesome, they’d only hit free agency well after their peak so their future expected production is smaller.

Third point – I removed the word overpaid from the above – it was a mindless word choice, and I missed it reading over. Throughout, I’ve taken pains to avoid using the word overpay, for precisely one reason you point out – the signing teams are likely probably higher on the win curve and it’s basically impossible to objective say they did or did not overpay. We don’t their marginal revenue curves, etc and even if we did there’s too variables to fairly treat a contract. So my bad for sure on that.

This grew out of a conversation about Prince Fielder, SuckaMD put together a list of players who signed contract over $100M and looked at the production, I initially was only going to formalize it, then I expanded the list a bit, and then began thinking about comparing to players who signed extensions covered FA years. And I think that last point is the key one – the comparison. In aggregate, the extension contracts are much better for teams – why? Maybe it’s a selection bias whereby players who sign extensions give a hometeam discount, but on the other hand most of them are close to free agency and so they the leverage of that to still get a good price. And as a group, they end up near fair value according to prevailing free agent $/WAR (which Fangraphs estimates for each using the actual contracts). It could be that the team knows mroe about the players, and tey select which ones they want to keep, but I find that more persuasive for pitchers, where arm problems can tank a contract – and the difference in value is much larger. But most of those players left for purely financial reasons. You introduced one I hadn’t really thought about – moving from teams with lower marginal win values to higher marginal win values, but players will probably only be extended if the marginal win value is pretty high (for example, Wells and the Jays was right then they were a mid-80s win team, which is the sweet spot for the marginal value of a win). So I doubt that explains much. I think most of the difference is due to the winner’s curse of auction bidding, and that’s the major takeaway. It is better value to extend your own stars than to get another team’s. Once I finish the second part, I want to look at some of the implications of this for team building.

All this said (and apologies for going on this long), I do not agree with a few of the observations you made. First, The evidence suggest at this point is that $/WAR is linear, whether for 2, 4 or 6 WAR players. I’ll admit I found this inconceivable, but on the other hand, the better players get paid a lot more and there’s a ton of idiosyncratic risk (you can get an Albert Belle you has a degenerative injury and has to retire). So youo have to insure them, which is part of the cost to the team, and takes away from what you can pay them (it’s essentially a wedge between what is paid and earned). Second, I do not agree that having a larger payroll means you pay more $/WAR. It means you buy more wins in the free agent market, but it doesn;t mean you should pay more than anyone else for a given win (though the effect of more teams wanting to buy more wins will drvie the market to higher equilbrium and force smaller budgets to buy fewer wins, which means they have to rely on their system for more wins, or is the system doesn;t produce, then to suck).

Thanks for the feedback, and sorry if I’ve misinterpreted anything

by MjwW on Feb 14, 2012 9:22 PM EST up reply actions  

Life is funny

Just got around to checking Fangraphs today, and there’s an article by Matt Swartz touching on the same idea…http://www.fangraphs.com/blogs/index.php/a-retrospective-look-at-the-price-of-a-win/

In the comments, he alludes to artlce he wrote for the THT Annual, and he says he finds that hometown discount accounts for no more than half of the difference he finds between FAs and players who do not switch teams after control expires. He’s looking at all players, not just the subset I am, but I see no reason it wouldn;t apply the generally. There definitely seems to a winner’s curse when it comes to FAs

by MjwW on Feb 14, 2012 9:48 PM EST up reply actions  

the comment was in reply to the figure in the comment above

so view it in that sense.

As long as teams who operate on higher payrolls, if you don’t think they can (and should!) afford to pay free agents on a different scale, you’re wrong.

As long as the point that “the evidence suggest at this point . . . that $/WAR is linear” doesn’t your article suggest the opposite? You’re looking at the best players of all and seeing that they aren’t being paid on the same scale as average (or even regular star-type) players. I think the interesting angle of what you’ve done here is not looking at who is “overpaid,” it’s looking at how poorly linear $/WAR models describe elite player contracts.

"Look at me! I'm Tomokazu Ohka of the Montreal Expos!"

by jessef on Feb 15, 2012 7:59 PM EST up reply actions  

Vernon Wells contract

represents 38.5% of the total surplus value deficit (95.8/249.1)

by JaysSaskatchewan on Feb 13, 2012 9:57 PM EST reply actions  

Great job MjwW!

It looks like Albert Belle got an extension in 1999 from his previous contract so his 1997-2001 contract was never completed. How was that factored in?

Also: isn’t it about time that you got yourself a profile pic? :)

Follow me @Minor_Leaguer

by Minor Leaguer on Feb 14, 2012 1:50 PM EST reply actions  

Belle signed a 5 year contract as a FA after 1996 with the White Sox, with a clause that siad that if after 1998 he was not one of the 3 highest paid players, the White Sox had to increase his salary such that he was, or if they refused, he had the option of becoming a FA again. Well, when the time came, he wasn’t, the White Sox refused to bump his pay, and he opted to become a FA and signed with the Orioles.

The purpose of this study was to look at the value teams got when they guaranteed money to players. Because it was a player option, they were on the hook for the money unless the player opted out (and presumably, would only do so if it was favourable to the player). So, I counted all 5 years of salary (even though only 2 were paid) and looked at the performance over all 5 years of the contract, even though the last 3 weren’t for the White Sox. It’s obviously not perfect, but I believe this is the best way of treating these situations for the purposes of what I was trying to do.

Similarly, A-Rod opted out after 7 years of his 10 year deal starting in 2001 – I considered the contract from 2001-10 nonetheless. Same thing with JD Drew, who opted out of a 5 year deal with LA after 2 years to sign with Boston. So, the upshot is that a few player seasons are actually counted twice.

by MjwW on Feb 14, 2012 3:35 PM EST up reply actions  

Profile pic

Combination of zero creativity and laziness

by MjwW on Feb 14, 2012 3:39 PM EST up reply actions  

What a job you have done!

Just a quick question? What program did you use?

by Ssamze on Feb 14, 2012 2:29 PM EST reply actions  

Probability of success is almost doubled for extensions

It’s interesting that the probability of free agent contract returning value is 22% (7/31), while for the extensions it’s 39% (12/31). Much better but still not very good.

by voislav on Feb 14, 2012 4:36 PM EST reply actions  

Comments For This Post Are Closed


User Tools

Welcome to the SB Nation blog about our heroic azure-tinged corvidae, the Toronto Blue Jays.

FanPosts

Community blog posts and discussion.

Recommended FanPosts

Grain-of-salt_small
On random variation: LOB%, BABIP and FIP vs. ERA
Graffiti-cbgb-bathroom_small
You know what Grinds my Gears?
Hal2_small
Quantifying the Effect of Team Defense on Over/Underperforming the Team's FIP
Small
Brett Lawrie's historic defensive prowess

Recent FanPosts

Img_0569_2_small
Tell me where to go...
Small
Blue Jays Player Stats Multiplied by 4
Small
Petition to change Suckage Award Titles
Jaysfanimage_small
The Lansing 4: What to do when they outpitch expectations?
Misc_003_small
Jays' All-Star Alliterative Name Team
Kingkelly_small
Stats tools?

+ New FanPost All FanPosts >

Yahoo_full_count

Managers

Bluejayperched_small hugo

Rincewind-1_small Tom Dakers

Assistant Manager

Smith_up_small JohnnyG

Authors

Hiro_small jessef

Profile_small masterkembo

Profiel_small Woodman663

Minorleaguer_small Minor Leaguer

Tony_fernandez_small TonyFernandezSavedMyLife

Moderators

Ryder_small jays182

Aejfuulciaar18g_small Bowling_Guy25