Nationals Arm Race

"… the reason you win or lose is darn near always the same – pitching.” — Earl Weaver

Archive for the ‘aj pollack’ tag

Gold Glove Awards versus Defensive Metrics Review for 2015

one comment

Andrelton Simmons was completely hosed in the GG awards in 2015. Photo via espn.go.com

Andrelton Simmons was completely hosed in the GG awards in 2015. Photo via espn.go.com

Third year running for this post, looking at the announced winners of the Gold Gloves for 2015 and comparing them to the Fielding Bible winners for 2015 and the leaders of various defensive metrics available to us.  For a glossary of the metrics, see the end of the post.

Here’s 2014’s post and 2013’s post as well.

Here’s a Google XLS link to all of this data in one sheet.  Also available in the Links section to the right.

First off, here’s the announced winners of the 2015 Gold Glove awards (bold is a repeat winner from last year, red is a questionable selection)

Pos AL GG Winner NL GG Winner
C Salvator Perez, KC Yadier Molina, Stl
1B Eric Hosmer, KC Paul Goldschmidt, Ari
2B Jose Altuve, Hou Dee Gordon, Mia
SS Alcides Escobar, KC Brandon Crawford, SF
3B Manny Machado, Bal Nolan Arenado, Col
LF Yoenis Cespedes, Det/NYM Starling Marte, Pit
CF Kevin Kiermaier, TB A.J. Pollack, Ari
RF Kole Calhoun, LAA Jason Heyward, Stl
P Dallas Keuchel, HOU Zack Greinke, LAD

There are a couple of other “repeat” winners in here (as in guys who have won awards previously, just not in 2014), namely Manny Machado and Paul Goldschmidt.

So, why are we calling Jose Altuve, Alcides Escobar, Yadier Molina and (especially) Brandon Crawford questionable selections?   Read on.  We’ll pass some judgement at the end.


Here’s the Fielding Bible winners for 2015: (bolded are repeat winners, green throughout are also GG winners)

Pos Fielding Bible Winner
C Buster Posey, SF
1B Paul Goldschmidt, Ari (2nd award)
2B Ian Kinsler, Det
SS Andrelton Simmons, ATL (repeat, unanimous)
3B Nolan Arenado, Col
LF Starling Marte, Pit
CF Kevin Kiermaier, TB (unanimous)
RF Jason Heyward, Stl (repeat, Unanimous)
P Dallas Keuchel, HOU (repeat)
Util Ender Inciarte, KC

So, Andrelton Simmons is a unanimous choice of a blue-ribbon panel yet doesn’t win the Gold Glove?  Likewise, Kinsler and Posey are selected but neither got the Gold Glove.  Simmons is probably the biggest mistake in the Gold Glove awards, but lets dig into the stats to see what happened.


Now lets start in with the defensive metrics.  First: UZR/150.

Pos AL UZR/150 NL UZR/150
C n/a n/a
1B Mitch Moreland, Tex (6.4) Brandon Belt, SF (10.7)
2B Ian Kinsler, Det (6.7) Dee Gordon, Mia (6.0)
SS J.J. Hardy, Bal (10.1) Adeiny Hechavarria, Mia (17.7)
3B Adrian Beltre, Tex (13.0) Matt Duffy, SF (12.7)
LF Yoenis Cespedes (22.2) Starling Marte, Pit (12.1)
CF Kevin Kiermaier, TB (42) A.J. Pollack, Ari (14)
RF Kole Calhoun, LAA (12.1) Jason Heyward, Stl (22.3)
P n/a n/a

We see some consistency here with the players named in the Gold Gloves and/or the Fielding Bible awards.   7 of the 14 leaders here also won Gold Gloves, and 4 of the 10 leaders here won Fielding Bible awards.  You’re going to see the same outfield names over and over; that’s how dominant this selection of outfielders were this year.  Ian Kinsler represents one of the bigger snubs in the Gold Glove awards, as we’re about to see.


Here’s Defensive Runs Saved

Pos AL DRS NL DRS
C
1B Adam Lind, Mil (5) Paul Goldschmidt, Ari (18)
2B Ian Kinsler, Det (19) Dee Gordon, Mia (13)
SS Didi Gregorius (5) Andrelton Simmons, ATL (25)
3B Adrian Beltre, Tex (18) Nolan Arenado, Col (18)
LF Yoenis Cespedes (15) Starling Marte, Pit (24)
CF Kevin Kiermaier, TB (40.7) Billy Hamilton, Cin (18.8)
RF Kole Calhoun, LAA (6) Jason Heyward, Stl (22)
P Dallas Keuchel, HOU (13) Zack Greinke, LAD (9)

These are definitely closer to the Gold Gloves.   10 of the 16 league leaders here also won GGs.  A note here; the Kiermaier DRS figure is apparently the highest ever recorded by a fielder in a single season.  Simmons’ 25 DRS dwarfed the field, as does his overall DRS figure over the last three years, more evidence that the GG award to Crawford was poor.


Here’s FRAA:

Pos AL FRAA NL FRAA
C Francisco Cervelli, NYY (11.7) Yasmani Grandal (20.9)
1B Mark Canha, Oak (5.8) Paul Goldschmidt, Ari (13.0)
2B Roughned Odor, Tex (5.0) Danny Espinosa (10.7)
SS Elvis Andrus, Tex (10.3) Jean Segura (10.3)
3B Manny Machado, Bal (20.3) Nolan Arenado, Col (20.6)
LF Kevin Pillar, Tor (14.3) Yoenis Cespedes (5.2)
CF Kevin Kiermaier, TB (24.6) Ender Inciarte, Ari (5.9)
RF Kole Calhoun, LAA (9.5) Jason Heyward, Stl (11.4)
P Dallas Keuchel, HOU (10.4) Jake Arrieta, Chc (7.4)

Just 8 of the 18 leaders in this stat also won Gold Gloves, and the presence especially of the Nats’ own Danny Espinosa really calls this stat into question.  How is Espinosa, a part time player, the league leader here in a year where there were several other good 2nd basemen?


Lastly, Total Zone

Pos AL Total Zone Total Fielding NL Total Zone Total Fielding
C James McCann, Cle (11) Wilson Ramos, Was (11)
1B Mike Napoli (10) Adrian Gonzalez, LAD (16)
2B Jose Altuve, Hou (13) Neil Walker, Pit (7)
SS Francisco Lindor, Cle (14) Brandon Crawford, SF (19)
3B Evan Longoria, TB (14) Jake Lamb, Ari (10)
LF Yoenis Cespedes, Det (11) Christian Yelich, Mia (12)
CF Kevin Kiermaier, TB (24) A.J. Pollack, Ari (20)
RF Kole Calhoun, LAA (17) Ichiro Suzuki, Mia (14)
P

Its easy to see w here some of the finalists came from in the GG awards, since this is the only list that GG finalist Wilson Ramos appears on.  Its also the only place where GG winners Altuve and Crawford appear.  Just 6 of these 18 leaders also won GGs, meaning its the least accurate predictor of GG winners.  And one of the leaders in practically every other category (Heyward) is supplanted by the 40-yr old Suzuki in these stats.  Makes you wonder.

Conclusion:

It seems to me that the “statistical”component of the Gold Gloves is using the wrong stats (FRAA and/or TZ), and that it should be using DRS and UZR/150.  Even so, as noted elsewhere, the Gold Gloves are doing a much, much better job selecting the award winners on a whole, and the days of awarding them to the likes of Derek Jeter or Rafael Palmeiro seem long gone.


Glossary of these various stats and awards

  • Gold Gloves: awarded annually (presented by Rawlings) and are a combination of Manager/Coach voting and a “statistical component.”  This component is provided by SABR and is now 25% of the voting.  I cannot find details on what comprises this statistical component, but based on the finalists announced I strongly believe it is related to the Total Zone fielding measurements.
  • Fielding Bible Awards: Bill James-driven website that uses a committee of national writers to select the winners.  The site is here and you can read about their methodology and panel members.
  • UZR: Ultimate Zone Rating, defined well here at fangraphs, attempts to be a comprehensive measure of how many batted balls are turned to outs for a particular fielder, then adjusted by errors, arm and other factors.  UZR/150 standardizes the counting stat UZR to an average across 150 games to allow apples-to-apples comparisons of players who play different numbers of games in a season.
  • DRS; Defensive Runs Saved, defined well here at Fangraphs, focuses more on pure “runs saved” from all possible defensive plays that involve a fielder.  It seems to measure more things that UZR and sometimes disagrees with UZR.
  • FRAA: Fielding Runs Above Average, defined here at Baseball Prospectus.  A measure that attempts to remove the bias present in zone-based data and also tries to factor in the tendencies of the pitcher on the mound (ground-ball guy, fly-ball guy, etc).
  • Total Zone: defined here at Baseball-reference.com.  A different “total defense” measurement incorporating all the various defensive data available, including catcher data, zone fielding, errors, arm, etc.

Gold Glove Awards review with Advanced Metrics

2 comments

Andrelton Simmons put up what most consider the best defensive season of 2013.  Photo via espn.go.com

Andrelton Simmons put up what most consider the best defensive season of 2013. Photo via espn.go.com

The recent years have been a rise in all sorts of statistical analysis in the game of baseball (as we all know), and one of the more important areas of research has been the measurement and tracking of defensive metrics.  The data we have at our disposal is not yet infallible, but the data has opened our eyes to the real impact that some major leaguers have on the defensive side of the ball.

We’re all quite familiar with the WAR-based arguments that have completely consumed last year’s AL MVP award voting as an example of modern statistics helping to shape the selection of a traditional award winner.  However, up until 2013, the Gold Gloves remained an award that was given out without practically any consideration given to any advanced metric, and the awards have been embarassed in recent years with some amazingly inept selections.  The two most laughable selections of recent memory were Rafael Palemeiro in 1999 (given a Gold Glove for his play at 1B despite the fact that he only played 28 games in the field that  year) and Derek Jeter in 2010 (a year in which he posted a -5.1 UZR/150, was dead last among all 59 AL shortstops in Total Zone Total Fielding and had the selection was openly mocked by the normally staid Baseball-Reference.com website).   Even the more defensible gold gloves over the past few years have been considered “wrong” by the stat-crowd, to the point where a number of national writers openly mock the awards and go out of their way to “ignore” th em.

This concerns me as a fan, and as someone who is keenly interested in the Hall of Fame merits of players.  I absolutely believe that when it comes time to judge players on the whole of their careers, that individual awards such as the Gold Gloves, MVP and Cy Young awards matter.  I want these awards to be relevant and properly awarded.

Two things have happened lately that give me hope:

  1. Bill James and a varied panel of baseball writers, statisticians in the field and former players now vote on The Fielding Bible awards each year.  The 2013 Fielding Bible awards are not league specific; they recognize the best in the majors at each position each year.
  2. The Gold Glove award committee for the first time in 2013 has incorporated a statistical element to the traditional surveying of players and coaches to choose the award winners.

(All winners/leaders listed below are on one common Google XLS here.  Listed are the winners of the GGs, Fielding Bibles, and then the leaders in each league by position of these Defensive stats: UZR/150, DRS, FRAA, and Total Zone.  I haven’t gone into the various definitions and pros/cons of these stats; I have a planned off-season defensive statistical overview post where I’ll go into greater detail).

First off, if you believe that the Fielding Bible panel has picked the best possible awardees, then you’ll be happy to note that every Fielding Bible award winner also received a Gold Glove this year.  Here’s the Fielding Bible winners by position for 2013:

Pos Fielding Bible Winner
C Yadier Molina, STL
1B Paul Goldschmidt, ARI
2B Dustin Pedroia, BOS
SS Andrelton Simmons, ATL
3B Manny Machado, BAL
LF Alex Gordon, KC
CF Carlos Gomez, MIL
RF Gerardo Parra, ARI
P R.A. Dickey, TOR

Now, here’s the Gold Glove winners, with the Fielding Bible award winners bolded:

Pos AL GG Winner NL GG Winner
C Salvador Perez, KC Yadier Molina, STL
1B Eric Hosmer, KC Paul Goldschmidt, ARI
2B Dustin Pedroia, BOS Brandon Phillips, CIN
SS J.J. Hardy, BAL Andrelton Simmons, ATL
3B Manny Machado, BAL Nolan Arenado, COL
LF Alex Gordon, KC Carlos Gonzalez, COL
CF Adam Jones, BAL Carlos Gomez, MIL
RF Shane Victorino, BOS Gerardo Parra, ARI
P R.A. Dickey, TOR Adam Wainwright, STL

As you’ll see below by looking at the various defensive metrics out there, most of the Gold Glove winners were merited.  In fact, there only seems to be one egregiously bad selection here (which we’ll get to below).  Nearly every other winner was at the top of one or more of the advanced metrics available by position for his league:

UZR/150 leaders per league (again, with Fielding Bible winners bolded):

Pos AL UZR/150 NL UZR/150
C
1B Mike Napoli, BOS Anthony Rizzo, CHC
2B Ben Zobrist, TBR Darwin Barney, CHC
SS Yunel Escobar, TBR Andrelton Simmons ATL
3B Manny Machado, BAL Juan Uribe, LAD
LF David Murphy, TEX Starling Marte, PIT
CF Colby Rasmus, TOR A.J. Pollack, ARI
RF Shane Victorino, BOS Gerardo Parra, ARI
P

Defensive Runs Saved leaders per league:

Pos AL DRS NL DRS
C Salvador Perez, KC Wellington Castillo, CHC
1B Mike Napoli, BOS Anthony Rizzo, CHC
2B Dustin Pedroia, BOS Darwin Barney, CHC
SS Pedro Florimon, MIN Andrelton Simmons, ATL
3B Manny Machado, BAL Nolan Arenado, COL
LF Alex Gordon, KC Starling Marte, PIT
CF Leonys Martin, TEX Carlos Gomez, MIL
RF Shane Victorino, BOS Gerardo Parra, ARI
P

FRAA Leaders per league:

Pos AL FRAA NL FRAA
C
1B Eric Hosmer, KC Paul Goldschmidt, ARI
2B Ian Kinsler, TEX Donovan Solano, MIA
SS Nick Franklin, SEA Andrelton Simmons, ATL
3B Manny Machado, BAL Nolan Arenado, COL
LF Andy Dirks, DET Carl Crawford, LAD
CF Alejandro De Aza, CWS Brandon Barnes, HOU
RF Shane Victorino, BOS Hunter Pence, SF
P R.A. Dickey, TOR Andrew Cashner, SD

And lastly here’s the Total Zone Total Fielding leaders:

Pos AL Total Zone Total Fielding NL Total Zone Total Fielding
C Matt Wieters, BAL Yadier Molina, STL
1B Mike Napoli, BOS Paul Goldschmidt, ARI
2B Dustin Pedroia, BOS Brandon Phillips, CIN
SS Jayson Nix, NYY Andrelton Simmons, ATL
3B Manny Machado, BAL Juan Uribe, LAD
LF Alex Gordon, KC Chris Heisey, CIN
CF Jacoby Ellsbury, BOS Denard Span, WAS
RF Shane Victorino, BOS Norichika Aoki, MIL
P R.A. Dickey, TOR Patrick Corbin, ARI

So, after looking at all these leaders, lets talk a bit about the Gold Gloves and ask ourselves whether they did a good job representing the best defenders this year.  Position by position:

CatcherSalvator Perez is as good an AL pick as any; the only other AL catcher in the mix is Matt Weiters.  On the NL side, Jadier Molina has earned his reputation and backs it up on the metrics side.  His only challenger being the little known Wellington Castillo from Chicago.

1st Base: Hosmer and Goldschmidt seem as good of picks as any; only Mike Napoli and Anthony Rizzo seemed close in either league.  Napoli may have been a better pick than Hosmer on the weight of the evidence.

2nd Base: There’s several decent candidates who were not honored, but I don’t think anyone is arguing vehimently against either Pedroia or Phillips as the winners.  Darwin Barney may be the most egreiged candidate.

Shortstop: the amazing Andrelton Simmons led every possible statistical category; there was no chance he was losing.   J. J. Hardy‘s selection wasn’t bad per se, but as you can see from the above tables four different AL shortstops led each of the four statistical measures.  None of them was Hardy though, making you wonder if his gold glove was slightly on reputation.

3rd Base: One day Manny Machado will move back to short (maybe) and challenge Simmons for the title of “Best Shortstop in the Game.”  But for now he has to settle for easily being the best defensive 3B in the game.  As with Simmons, Machado led every possible defensive measure at his position.  On the NL side, the choice of Nolan Arenado was a sound one, with only Juan Uribe really challenging him.  Thankfully the award didn’t go to someone like David Wright or our own Ryan Zimmerman based on reputation.

Left FieldAlex Gordon was a sound choice; the NL choice of Carlos Gonzalez may have been a disservice to one Starling Marte.  However, picking individual positions for the OF is somewhat tough, especially for the corners.  Fangraphs lists RF winner Gerardo Parra as a left-fielder for some reason.

Center FieldCarlos Gomez is a great pick (and is one of the reasons I posted my “Why no MVP support for Gomez” post in this space, which by the way, got almost no reaction from the readership…).   Adam Jones was nearly dead last in some of these range metrics and unfortunately has gotten this award via reputation (and his arm; still one of the best) as opposed to performance.   Jones is clearly the “Derek Jeter” of 2013, and the voters really erred badly on his selection.   Its hard for me to say who I would have preferred; Jacoby Ellsbury is the biggest name among the four guys who led the four different defensive numbers, but Ellsbury’s arm is weak (nearly last of any CF in the league) and a better candidate would have been Leonys Martin.

Right FieldGerardo Parra and Shane Victorino are the leading candidates for their leagues and both selections are warranted.  I know that Hunter Pence led the NL in FRAA, but his arm is awful (one of the worst of any RF in the league), so that has to count against him.   In fact, Victorino was as good as or better than Parra in most of these metrics (with the exception of Arm; Parra has one of the better arms in the league).  I’m guessing its arm strength that tipped the Fielding Bible balance to Parra.

Conclusion: I think the Gold Gloves did a pretty good job in 2013 of identifying the best overall defenders at each position.  With one significant exception (Adam Jones).  I think its time the sportswriters who have been purposely ignoring the awards come back into the fold.