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September 18, 2008

Prospectus Hit and Run

The Underachievers

by Jay Jaffe

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It lacked the fanfare of a division-clinching victory, or the exuberance of Francisco Rodrigurez's record-setting 58th save, but around the time that the Angels popped the champagne corks last week, they surpassed another record. Roughly two weeks since I pointed out their impending date with history, they inched past the 2004 Yankees' all-time mark of 12.7 wins above their third-order Pythagenpat projection—that is, their projected won-loss record after adjusting for run elements, park, league, and quality of competition. Since then, they've just kept going; through Wednesday, the Halos held a 92-59 record, the best in the major leagues despite their having outscored their opponents by just 63 runs. After adjusting for everything under the sun to get a truer bead on the quality of their offense, the Adjusted Standings show them as 14.2 games above their third-order projection of 77.8-73.2. While it's possible they could backslide a bit before the season ends, right now they have a solid claim as the most overachieving club of all time.

Here's the updated all-time top 10:


Rnk Year Team       W-L    Pct    R     RA  AEQR  AEQRA   D3    Won
 1  2008 Angels    92-59  .612   698   635   689   667   14.2   Division + ???
 2  2004 Yankees  101-61  .623   897   808   911   831   12.7   Division
 3  1970 Reds     102-60  .630   775   681   757   676   12.6   Pennant
 4  2007 D'backs   90-72  .556   712   732   708   739   12.2   Division
 5T 1954 Dodgers   92-62  .597   778   740   782   749   12.1
 5T 2005 ChiSox    99-63  .611   741   645   740   684   12.1   World Series
 7  1905 Tigers    79-74  .516   512   604   524   601   11.9
 8T 1924 Dodgers   92-62  .597   717   679   717   684   11.7
 8T 2002 Twins     94-67  .584   768   712   759   741   11.7   Division
10  1954 Indians  111-43  .721   746   504   717   511   11.4   Pennant

To put the Angels' performance this year into a bit more context, consider that the team with the second-best record in the majors, the Cubs (91-59, half a game behind the Halos), has a raw differential of 184 runs, just shy of three times the Angels' mark. Meanwhile, the team with the most similar third-order projection to the Angels is the Indians, with a projected record of 78.7-73.3. Despite outscoring opponents by 36 runs, their actual record stands at 75-77 at this writing. This bears repeating: the Angels have a record better than the Cubs, but considering their run differential and strength of schedule, they're closer to the Indians in terms of quality.

When I covered the Angels and their fellow overachievers in this space a few weeks ago, I promised to follow up with a look at history's great underachievers. There's no team chasing the pot of fool's gold at the other end of the projected record rainbow this year; the most underachieving team is just 7.3 games below their third-order projection, a total that wouldn't crack the bottom 100. More on the identity of that team in a moment; for now here is the list of historical underachievers:


Rnk Year Team        W-L     Pct    R     RA  AEQR  AEQRA    D3
 1  1993 Mets       59-103  .364   672   744   672   736   -15.1
 2  1935 Braves     38-115  .248   575   852   593   835   -14.6
 3  1986 Pirates    64-98   .395   663   700   666   697   -13.6
 4  1946 A's        49-105  .318   529   680   529   662   -12.8
 5  1905 Browns     54-99   .353   512   608   521   601   -12.7
 6  1937 Reds       56-98   .364   612   706   620   700   -12.4
 7  1939 Browns     43-111  .279   733  1035   752  1003   -12.2
 8  1962 Mets       40-120  .250   617   948   631   924   -12.1
 9  1917 Pirates    51-103  .331   464   595   468   579   -11.9
10T 1984 Pirates    75-87   .463   615   567   612   564   -11.8
10T 1975 Astros     64-97   .398   664   711   668   711   -11.8
12  2001 Rockies    73-89   .451   923   906   910   870   -11.5
13  1993 Padres     61-101  .377   679   772   681   764   -11.4
14T 1961 Phillies   47-107  .305   584   796   599   782   -11.1
14T 1924 Cardinals  65-89   .422   740   750   745   752   -11.1
16T 1967 Orioles    76-85   .472   654   592   657   602   -11.0
16T 1907 Reds       66-87   .431   526   519   527   522   -11.0
18  1936 Phillies   54-100  .351   726   874   739   869   -10.9
19  2006 Indians    78-84   .481   870   782   882   800   -10.7
20T 1912 Dodgers    58-95   .379   651   744   665   742   -10.4
20T 1952 Tigers     50-104  .325   557   738   563   716   -10.4

Topping this ignominious list is the 1993 Mets, a team best remembered for Bobby Bonilla's infamous threat to New York Daily News writer Bob Klapisch: "I'll show you the Bronx!" Klapisch had just co-authored a book about the 1992 Mets—a team that finished 72-90 despite having the majors' top payroll—called The Worst Team Money Could Buy, but the irony is that their successors were so much worse. The 1993 Mets were a 74-win team that somehow found a way to lose an extra 15 games, thus claiming primacy not only on this list, but also setting a record for marginal payroll dollars per marginal win according to a lengthy study by the late, great Doug Pappas. At $3.394 million per marginal win, a record that stood until the 1996 Tigers came along, they richly deserved their sobriquet.

The rest of the list tilts towards very bad teams from the pre-expansion era, when there was less competitive balance than today, and at any given time a few teams were simply filling out the schedule and waiting for the next chump to come along and take the franchise off their hands. A pair of baseball's homeliest teams, the 1935 Braves and 1939 Browns—both weaker siblings in two-team towns—aptly represent this era as already-awful teams made all the worse with a little extra bad luck and/or bad timing. Those Braves, who featured Babe Ruth's swan song, still own the lowest winning percentage in National League history since 1901 thanks in part to an eye-popping (or maybe eye-gouging) 7-31 record in one-run games. As for the team with the lowest winning percentage in AL history, the 1916 Philadelphia A's (.235 on a 36-117 record), they tie for 35th on the third-order underachievement list at -9.4 wins, short of an invitation to this pitiful party.

Representing expansion-era baseball is the team that broke the 1935 Braves' record for losses in a single season, the 1962 Mets. They may have caused Casey Stengel a few less headaches if they'd played up to their potential, but would they be remembered as fondly? One wonders how much of that 12.1-game shortfall could be accounted for solely by Marvelous Marv Throneberry's baserunning.

Possibly the best team on the list is the 1967 Orioles. They were the defending World Champions at the time, and they not only outscored their opponents by a handy 62-run margin, they had the league's second-best offense according to EqA, and the second-best bullpen according to WXRL; their third-order projection called for 87 wins. Yet they had a mediocre rotation relative to the rest of the league, and were an anemic 33-55 in games decided by one or two runs, with a differential distorted by the fact that they went 18-8 in games decided by six or more runs. They wound up on the outside looking in when it came to the pennant race, finishing in sixth place, excluded from the thrilling four-team race won by the "Impossible Dream" Red Sox (a race chronicled by yours truly in It Ain't Over 'Til It's Over, now available in paperback).

The most recent team on this list, and the one that might give the '67 O's a run for their money, is the 2006 Indians. That season followed the year they missed the playoffs despite 93 wins, the American League's best run differential, and the top spot on the year-ending Hit List; the '06 Indians bellyflopped their way to a 78-84 record despite outscoring opponents by 88 runs. They had losing records in one-, two-, three- and four-run games for a combined 45-64 record in such close affairs, and a 33-20 record in games decided by five or more runs, including 13-3 in games decided by nine or more runs. Their offense was second in the majors to the Yankees in EqA, their rotation was among the best in the league, but their bullpen was about as useful as a free bucket of pus. As I noted in the prequel to this piece, bullpen quality has much to do with third-order over- or underachievement.

As for this year, the "honor" of being the most underachieving team actually belongs to the Red Sox, who through Wednesday are 7.3 games shy of their third-order projected record of 96.3-55.7. Prior to this year, only four teams had ever finished a full season at least four games below their projection and still made the postseason:


Rnk Year  Team      W-L    Pct    R     RA  AEQR  AEQRA    D3   Won
 1  1997  Astros   84-78  .519   777   660   768   664   -7.9   Division
 2  2007  Red Sox  96-66  .593   867   657   906   677   -7.1   World Series
 3  1974  A's      90-72  .556   689   551   680   555   -5.4   World Series
 4  1948  Indians  97-58  .626   840   568   818   582   -4.7   World Series

Historically speaking, that's a surprising finding, particularly given the number of teams in pre-divisional play who ran away from the pack and made the pennant races an afterthought. Intuitively, one would think that a little third-order slack might not matter much, given a large enough margin over other teams, but it's apparent that falling shy of one's third-order projection by more than four games and still making the postseason is a very rare thing.

Three of those four teams became World Champions despite those their shortfalls, including last year's Red Sox, but while that's a comforting precedent for Sox fans to look to, there are a couple of big differences between the two Boston squads. Last year's Red Sox had the league's second-best rotation, the top bullpen, the third-best offense, and the majors' best park-adjusted defense. Relative to the league, this year's bunch is more or less equivalent in terms of the rotation, the offense (though they no longer have Manny Ramirez or a fully healthy David Ortiz in the middle of it) and the defense, but their bullpen is just ninth in WXRL. Consider the principals of these two units (all stats for relief appearances only, ranked among AL pitchers):


Rank  2007                 IP     WXRL   LEV    FRA
  3   Jonathan Papelbon   58.1   5.143   1.62   1.59
  6   Hideki Okajima      69.0   4.429   1.33   2.14
 33   Manny Delcarmen     44.0   1.652   0.99   2.30
 35   Mike Timlin         55.1   1.572   0.79   3.54
 62   Javier Lopez        40.2   0.497   0.87   4.26
 68   Kyle Snyder         54.1   0.392   0.66   4.61
  1   Total              447.0  13.850   0.99   4.13


Rank  2008                 IP     WXRL   LEV    FRA
 17   Jonathan Papelbon   64.0   2.656   1.52   2.82
 28   Javier Lopez        57.1   1.644   1.02   3.08
 46   Justin Masterson    28.0   0.967   0.94   2.28
 47   Hideki Okajima      57.1   0.945   1.53   4.24
 51   Manny Delcarmen     69.2   0.871   1.07   3.73
103   David Aardsma       45.1   0.148   0.68   4.91
317   Mike Timlin         45.1  -1.045   0.82   6.77
  9   Total              444.1   5.834   1.05   4.32

With the exception of Lopez, none of the principal Sox relievers has had a better season in 2008 than in 2007. Neither Papelbon nor Okajima has been as dominant as last year. Delcarmen's tidy work in late 2007 is more or less equaled by Masterson's work late this year, but in the past two months, Delcarmen himself has pitched his way to lower-leverage duty. Aardsma has been a less than useful addition, while Timlin has fallen and he can't get up.

With the dawn of the postseason on the horizon, it remains to be seen whether the Red Sox and Angels can overcome the various flaws which their projected records highlight. For all of the caveats at both ends of the third-order spectrum, it's worth noting that the two teams hold the top spots in the Secret Sauce rankings, which in the category of relief pitching consider only the work of the team's closer. What may be even more intriguing—particularly given a peek at the fine print of this morning's Postseason Odds Report—is the likelihood of the two teams squaring off in the first round, two teams currently separated by three games in their actual records, but a whopping 18.5 in terms of their third-order marks. What a fascinating Pythagorean petri dish experiment that might create.

Jay Jaffe is an author of Baseball Prospectus. 
Click here to see Jay's other articles. You can contact Jay by clicking here

Related Content:  Run Differential,  The Who,  Halos,  Best Games,  Best

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