Nationals Arm Race

Jeter waves to the fans in his last home game. AP photo via abcnews.com

Its that time of the year, so that means Hall of Fame Ballot time.  BBWAA Writers should have mailed in their ballots by 12/31/19, and we should start seeing a glut of “this is who I voted for and why” posts come out this week.

How many years have I been doing this post?  Basically as long as we’ve had the blog.  Here’s (by class) 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011.  Dunno what happened for the 2016 preview; must have been busy or something right at the end of the year in 2015.

I know lots of people have lost faith in the Hall of Fame, are tired of reading analysis like this, etc etc.  Fair enough; feel free to move on.

Here’s two key links for you, if you’re still reading.

• Baseball-Reference.com’s 2020 ballot with stats
• Ryan Thibodaux‘s online tracker of all HoF votes

My consideration of candidates for the Hall, unlike my consideration of a lot of stuff in baseball, does include “feel” in addition to stats.  I know Jay Jaffe  has his great JAWS thing that tries to do both peak and longevity.  I know b-r.com has a bunch of metrics per player.  That’s all great.  But it isn’t the hall of stats, it isn’t the hall of WAR.  Its the Hall of Fame.  Its the hall of marquee players from their day.  I look at the players I’d vote for and … they’re the guys you paid money to see.  They’re the arms that were on the mound and you gave the opposing team little chance.  They’re the sluggers who you wanted up in the 9th inning of a tie game.  That’s what makes the game exciting and that’s the lens I like to use when judging players.  Yeah its subjective and partisan; so is every person voting in the BBWAA.  Even Jaffe admits there’s stats and then there’s consideration in his excellent article linked above.

With my imaginary ballot, here’s how i’d vote.  Since there’s a limit of 10 players per ballot, I’ll list these players in rough order of voting priority to start:

New to the 2020 Ballot Candidates:

• Absolute Yes on Derek Jeter
  • Jeter may very well join Mariano Rivera as a unanimous electee; I can’t see any logical reason why a sane voter without a grudge would not vote for him.
  • I’ve seen people online actually ask if his tenure as the face of the Miami Marlins ownership group will harm his candidacy.  I sure as hell hope not: he’s clearly enacting the policy of his ownership group, and his playing qualifications have absolutely nothing to do with his management career.  But, since we live in the “Hot Take” universe of twitter-length arguments, I’m sure someone will withold a vote for some personal reason (and then will stay anonymous like the chicken-sh*t voters who continue to do so).
• Slight pause on Bobby Abreu and Jason Giambi
  • Abreu’s accumulation stats really added up, but he was never seriously in consideration for anything close to being the best player in the league at any point in his career.
  • Giambi had a torrid 3-4 year stretch where he was perhaps the most feared hitter in the league.  His slash line in 2001 was a ridiculous .342/.477/.660.  And he didn’t even win the MVP (he lost out to the narrative-driven Ichiro Suzuki despite producing nearly two more wins of value).  But … this was basically it for Giambi; he dominated at the height of the PED era and admitted (in leaked Grand Jury testimony) that throughout his peak he took BALCO products, steroids and HGH.  There’s just no way he’s ever getting in.  But man he was a slugger in his prime.
• No on everyone else, and i’m not sure there’s anyone really close.
  • there’s one guy on the ballot (Heath Bell) who had less career bWAR than Mike Trout had in 2019.  In case you still held on to some belief that relievers are the game changing players that they’re made out to be by some sportswriters.

Returning Ballot Candidates

I’m not re-litigating these candidates, since i’ve written many times on them in the past.   Plus, most of these guys have been on the ballot so long that, frankly, nobody wants to hear your justification any more.  Its like politics; reading my blog post isn’t going to change your opinion on the Impeachment inquiry.  I’m sure the Cooperstown guys can’t wait for Bonds and Clemens in particular to age off the ballot; this is t heir 8th year of 10.  Almost there.

• Yes on Roger Clemens, Barry Bonds, Curt Schilling, Manny Ramirez
• More Tepid Yes on Fred McGriff, Larry Walker
• Almost ready to say Yes on Gary Sheffield, Scott Rolen, Andruw Jones
• Pass for now on Jeff Kent, Sammy Sosa, Todd Helton, Lance Berkman, Andy Pettitte, Roy Oswalt
• No on Omar Vizquel, Billy Wagner, Bobby Abreu, Jeremy Giambi,  and the rest of the 2020 class not already discussed

Its Walker’s 10th and last year on the ballot, typically a time when people give him a bump.  He was at 54% last year; can he get to 75%  It’ll be tough.  its a thin ballot, which means lots of guys are going to get votes who may not normally get them.  Will it be enough?

So i’ve got absolute Yes’s on five guys, tepid Yes on another two, then would probably throw the “almost ready” three guys on to fill out the ballot of 10 names.

I vote Yes on (in order): Jeter, Clemens, Bonds, Schilling, Ramirez, McGriff, Walker, Sheffield, Rolen, Jones.

Predictions?  I’ll say Jeter and Walker get in.

(side observation; on the Hall of Fame tracker this year, we’re seeing really odd things in some of the ballots so far.  For the first time in a while, there’s not 10 obvious candidates even for bigger-hall proponents like myself.  And we’re seeing voters actually remove votes from players they voted for last year … but not completely filling out the ballot. (??)  Explain that to me: how do you vote for a guy one year then the next … you don’t, and you’re not taking away that vote for an other players?   We also are seeing some real questionable ballots; one guy voted solely for Jeter this year and removed 7 others he had on his previous ballot.  Why would you do that??)

Stanton is your defending champ .. and one heck of a slugger. Photo unk via rantsports.com

I know some think the HR derby is a sham.  However I like it, I love the new format (timed instead of by outs), and the results speak for themselves; by some accounts tickets for the HR derby are going for more money than the All Star Game itself.  And this year seems rather compelling, with the defending champ and inarguable holder of the league’s current title of ‘Best slugger” in Giancarlo Stanton the #1 seed in his home town, set to hopefully face off against the #2 seed Aaron Judge, who is busy setting Statcast exit velocity speed records and running away with both the AL MVP and Rookie of the Year award (last time someone’s done that?  Ichiro Suzuki in his “rookie” year in Seattle).

So we know they got Stanton and Judge right; who else is in this year’s tourney and who *should* have been there?

Here’s a link to the 2017 HR Bracket.   Your seeds are:

1. Giancarlo Stanton
2. Aaron Judge
3. Cody Bellinger
4. Mike Moustakas
5. Miguel Sano
6. Charlie Blackmon
7. Justin Bour (shout out to the Westfields HS and George Mason alumni Bour!  Also worth noting; he was a 25th round pick; bully for Bour to even be in the majors, let alone slugging his way onto the national stage)
8. Gary Sanchez

I’m with Logan Morrison here: half field makes no sense compared to who *should* be in.  In my perfect world, here’s who i’d have in the tourney.  This is a combination of looking at the 2016 HR Derby field,  2017 home run leader board, the 2017 hit tracker longest home run list, the Statcast exit velocity/average HR length figures, and my own personal opinion.

By Seed:

1. Giancarlo Stanton; defending champ and clear #1 seed.
2. Aaron Judge: 2017 HR leader
3. Mark Trumbo: last year’s #1 seed and was a monster in the derby.
4. Bryce Harper: perhaps a homer pick, but he’s clearly a masher of the ball and deserves to be in this tourney.  He turned it down yet again in 2017.  I don’t know why.
5. Kris Bryant: A Harper-Bryant first round would be just like their school-boy days in Las Vegas.
6. George Springer: 2nd in the league in homers right now.
7. Kris Thames: great reclamation story, has 20+ homers in his return to the majors.
8. Cody Bellinger: the LA rookie has had nearly as impressive a breakout season as Judge.

If I could go 9-16, I’d probably throw in guys from this list:

• Yoenis Cespedes: his prior HR Derby wins were legendary
• Justin Bour: he can put a hurt on the ball
• Kyle Schwarber: I love the look on his face when he really mashes one.
• Joey Gall0: another power-first guy who can really back into one.
• Miguel Sano: a deserving participant this year.
• Marcelle Ozuna: can’t believe this guy is playing CF for the Marlins.
• Paul Goldschmidt: he’s definitely one of the elite home run hitters in the league.
• Mike Trout: people don’t think of him as a slugger … but he’s got his fair share of 480-foot moon shots on his resume (yes I know he’s injured right now; this is my “theoretical” derby!)

And in the “not a young whipper snapper anymore” division, I wouldn’t be opposed to seeing any of these guys in an expanded field:

• Mike Napoli; just for the beard.
• Nelson Cruz: believe it or not, he’s the league leader in homers for the past three 3+ seasons inclusive, by a sizeable margin over #2.
• Edwin Encarnacion: #2 behind Cruz in total homers; I know he’s having a down year after leaving Toronto but he’s still a slugger and a half.
• Chris Davis: you don’t just fall into 50+ home run seasons.
• Jose Bautista: for the bat flips and ensuing brawls
• Mark Reynolds: this era’s version of Adam Dunn
• Albert Pujols: only makes sense to have the active HR leader in the field.

What do you think?  Did I miss anyone obvious?

Oh a prediction: I like the two top seeds to advance, with Stanton beating Judge in an anti-climactic final.

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)

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)

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.

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

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:

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

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.

Jeter waves to the fans in his last home game. AP photo via abcnews.com

In June of 2013, in the midst of the Mariano Rivera retirement tour, I posted about one-team Hall of Famers and whether they were a dying breed in modern baseball.  I figured that they were, that free agency had ruined the iconic “one team” home-town legend that we grew up knowing (especially in DC, with Cal Ripken Jr. just up the road).

Now that Derek Jeter has wound down own his 2014 retirement tour, and the fact that we’ve seen some recent player movement that has eliminated some HoF candidates from being one-teamers, I thought this was a good topic to pick back up.

Here’s a quick glance at the landscape of one-team Hall of Fame candidates in the game today.

• Recently Retired One-team Hall of Fame locks: Chipper Jones, Mariano Rivera, Derek Jeter

You have to think each of these three guys is a first ballot Hall of Famer, and each was a one-team guy.

• Recently retired one-team Hall of Fame candidates: Todd Helton

I’m not sure Helton will make the Hall; if Larry Walker can’t get in because people think his numbers were inflated by Colorado’s home park, then Helton will be in the same boat.  His embarrassing, ridiculous DUI arrest in mid 2013 while driving to get lottery tickets (despite the fact that he has more than $160M in career earnings just in salary alone) certainly won’t help his case.

• Active HoF one-team promising candidates: Joe Mauer, Justin Verlander, Chase Utley, Jimmy Rollins, Dustin Pedroia, Clayton Kershaw, Felix Hernandez, Andrew McCutchen, Buster Posey, Mike Trout

If Verlander finished out his contract just being a 14-11 guy each year, he’d probably end up with 250 wins to go with his Cy Youngs, MVP, and Rookie awards.  People will remember how good a hitter Mauer is when the time comes.  Yes, I think Utley is on track to be a hall of famer; he’s been hurt for so long that people have forgotten how good he is.  No I don’t think Rollins is a HoFamer right now, but he deserves to be in this category not the “borderline” category.  Now, not all of these guys are guarantees to stick with their current teams (especially McCutchen, who eventually cashes in on a big contract that Pittsburgh cannot afford), but for now this is the list.  Almost all of these guys managed to be excellent players for huge-payroll teams, meaning that they can easily finish their careers without having to move on.

Yeah I put Mike Trout on this list.  Did you know that Trout already has as much career bWAR (28.3) by age 22 that Paul Konerko has for his entire 18-year career??  If Trout flamed out before the age of 30 he’d have the same case for inclusion that Sandy Koufax had, and he’d be in.

I cannot see the likes of Rollins, Utley or Pedroia moving teams at this point; do you view Pedroia as a HoFame candidate?  He’s got more than 40 bWAR by the age of 30, an MVP vote, two rings and a bunch of All-Star and Golden Gloves.

• Active Borderline HoF one-team guys who need to step it up: David Wright, Evan Longoria, Troy Tulowitzki, Joey Votto, Cole Hamels, Adam Wainwright, Jordan Zimmermann
  

These are all perennial all-stars, kings of the game, but none of them really screams out “Hall of Famer” right now.  I may be slightly down on these guys (especially Hamels, who might be more than borderline right now).  I’ve thrown Zimmermann in there thanks to his second stellar season in a row and his no-hitter; he’s likely to have another top 5 Cy Young finish in 2014 and with a few more such seasons he may put himself into the conversation.  Of course, the odds are that he departs the Nats after 2015, so he may be off the list anyway.

• Active One-team players who have taken themselves out of HoF candidacy lately: Ryan Zimmerman, Ryan Braun, Matt Cain, Tim Lincecum, Jered Weaver, Ryan Howard

I used to think Zimmerman was on track, especially after his monster 2009 season.  Now I think he’s destined to be just a middle of the order solid hitter on teams with better hitters surrounding him.  Think Scott Rolen.  Braun may be one of the best players in the NL, but getting caught with PEDs not once but twice will prevent him from ever being enshrined no matter what kind of career he puts together.  The fall-off of the San Francisco duo of pitchers speaks for itself; what the heck happened to Lincecum?  Similarly, Weaver now looks like a guy who peaked during his expected peak years and now is settling into being a slightly better-than-average pitcher.  Fair?  Maybe not, but his ERA+ for 2014 is 104; not exactly Kershaw-territory.

• Recently traded/free agent one-team HoF promising candidates: Albert Pujols, Ichiro Suzuki, Robinson Cano,  Justin Morneau, David Price, Jon Lester, Prince Fielder

I’m not saying all these guys are HoF locks right now, just that they’re top players who have made big moves recently to break up a string of years with one team.

Conclusion?   I think there’s plenty of one-team candidates out there.  So no, one-team hall-of-famers aren’t going to be a dying breed.  Teams are locking up their marquee players to long-term contracts earlier and earlier, meaning the likelihood of having big-name one-team players present their cases to the voters is that much higher in the modern baseball climate.

Did I miss anyone worth talking about?

Trout's BABIP was very high in 2012; what does this mean for 2013? Photo Gary Vasquez/US Presswire via espn.com

(Part 2 in a series: Part 1 talked about Whats Wrong with Old School Baseball Stats).

More and more in modern baseball writing, you see relatively new statistical creations thrown into articles in order to prove or disprove an opinion, and more and more you almost need a glossary to properly read these articles and properly understand what the author is attempting to say.  I always want to understand that which I read, and at the same time I want to make sure I stay current and up-to-date on the stats out there, so I decided to do a little research (and pen my own post while I was at it) into some of these newer stats that are being used.

I’ll write about each stat, give links to its calculation, write about how it may be used, then put in some rules of thumb by which to consider the stat.

Pretty much every stat here is defined and available at either Baseball-reference.com or fangraphs.com.  BaseballProspectus.com also has some more obscure stats discussed further below.  I’ve always thought that B-R’s interface was so much easier to navigate that I tend to search there first, but a more complete set of stats is at fangraphs.

1. BABIP.  Batting Average on Balls in Play.  Most people know this one, but it is an important stat to consider in conjunction with other stats (especially the older Batting Average and Earned Run Average).   The calculation, as it is seen at Wikipedia, measures basically how many balls put into play (removing from consideration home runs) turned into hits.  Interestingly it penalizes the hitter for hitting sacrifice flies (not sure why).  This stat is kept for both individual hitters and for pitchers.

How is BABIP used? The measurement is essentially used as a checkpoint for fluky seasons.  If a pitcher has a very high ERA but also has a very high BABIP, one can explain that he’s been unlucky and his talent level lays somewhere below his posted performance on the year.  Ironically, the two leaders of Pitcher BABIP in 2012 were both on the Tigers; Rick Porcello and Max Scherzer had BABIPs of .344 and .333 respectively; this delta is probably going to lead to both of these guys having better ERAs in 2013.  If a hitter has a decent hitting season but also has a high BABIP, one usually says that the hitter was “lucky” and is due to regress (Mike Trout in 2012 had a Babip of .383.  That’s really high, probably unsustainably high, and he probably regresses statistically in 2013).

MLB Average/Rule of thumb: .290-.300 depending on the year.

When BABIP is high: a hitter is considered to be “lucky,” and future regression of more batted balls being turned into outs is expected.

When BABIP is low, a hitter is considered to be “unlucky,” and future improvement of more hits on batted balls is expected.

Caveats using BABIP: there are many arguments about whether some pitchers “baseline BABIP” should be modified based on their talent or capabilites.  For example, Mariano Rivera‘s career BABIP is .262 while R.A. Dickey‘s BABIP since he turned into a Mets knuckleballing starter is around .275.  Rivera’s lower baseline is probably attributed to his amazing cutter and his pure skill, while Dickey’s is most likely due to the fluctuations of hitting his knuckleball.  Meanwhile, some hitters maintain higher than average career BABIPs (two extreme examples that immediately come to mind are Ichiro Suzuki and Nyjer Morgan, with career BABIPs of .347 and .336 respectively.  Why so high?  Because both are skilled at bunting (or at least hitting choppy grounders) for base hits, artificially inflating their baseline BABIP.

2. ISO; Isolated Power.  As posted on Wiki, Isolated power can be simply calculated by subtracting a hitter’s batting average from the slugging percentage, or as it is more eloquently defined at FanGraphs, ISO is essentially a measure of how many extra base hits a batter hits per at-bat.  Slugging tells you how many bases per at bat a hitter obtains, but ISO strips out singles to isolate a player’s capability of hitting doubles, triples and homers.  Here’s a couple of decent examples from 2012; our own Bryce Harper hits a ton of extra base hits; he’s posted a .206 ISO for the 2012 season.  Meanwhile we know that the aforementioned Nyjer Morgan is not a very powerful hitter and ISO shows it; he’s at .069 for the 2012 season.  The league leaders for ISO reads like a list of MLB’s best sluggers.  Giancarlo Stanton would have led the league in ISO had he qualified; he posted a fantastic .318 ISO in 2012.

How is it used? ISO is used to measure how good a hitter is at getting extra-base hits.

MLB Average/Rule of thumb (from Fangraphs page) .145 is considered an “average” MLB ISO figure.  .200 is pretty good, .100 is poor.

Caveats using ISO: as with many sabremetric-tinged stats, small sample sizes greatly skew the figures.  Fangraphs says 550 ABs is needed before really drawing any judgements.

3. wOBA; Weighted On Base Average.  Created by Tom Tango, wOBA is a relatively newer statistic that attempts to improve upon the traditional batting statistics we use (Batting Average, Slugging and On Base Percentage) by measuring cumulative “weighted” hits that a batter may achieve.  It is based on the premise that the three traditional stats just mentioned all treat hitting events relatively the same.  Is a single equal to a double?  No, but in Batting Average it is.  Is a double worth half as much as a home-run?  No, but in the Slugging Percentage it is.  Each hitting event is weighted and added together, with increases/decreases for stolen bases/caught stealing thrown in, to arrive at a measurement that attempts to better quantify pure hitting.

How is it used?  wOBA attempts to be set to the same scale as the league wide OBP, which seems to hover around .315-.320 year to year.

MLB Average/Rule of thumb (from Fangraphs page) .320 is a good “league average” number.  .370 is great, .300 is poor.

Caveats using wOBA: There are several to keep in mind; the weights change  year to year, in order to normalize the stat across generations.  It is NOT normalized to park factors, so hitters in places like Boston and Colorado will have artificially inflated wOBAs to their true value.  Lastly, there’s zero context given to the game situation when measuring hits (i.e. was there a guy on third with one out?  Was it a close game in the 9th?)  I think particular situation is nearly impossible to measure in any stat, but it is important.

4. RC/wRC: Runs Created and Weighted Runs Created.  Runs Created is a stat that Bill James invented in one of his earlier Baseball Abstracts (1985) in order to try to measure simply how many runs an individual player contributed to the team in a given season.  It was improved upon vastly in 2002 to be much more detailed and accurate; the original version over-emphasized some factors of hitting.  It is a complicated statistic (see its wiki page for the formula).  The aforementioned Tom Tango improved upon the basic RC by creating the Weighted version of the statistic based on his own Weighted OBA statistic (which he believed more closely measures the proper “value” of each hitting event).

How is it used?  Individually, RC and wRC need to be understood in context of an entire season.  It isn’t until we get to wRC+ (see below) that a side-by-side comparison is capable.  Its like saying “Player X has 105 hits.”  If that’s through 75 games, that’s pretty good; if that’s for an entire season, well that’s pretty poor.

MLB Average/Rule of thumb (from Fangraphs page) RC and wRC both have roughly the same scales.  60 is average, 100 is great, 50 is poor for a full season.

Caveats using RC and wRC: They are basically full season counting numbers.  In 2012, Trout started in the minors, so his RC and wRC totals are less than his MVP competition Miguel Cabrera.

5. wRC+/wRAA: Weighted Runs Created Plus/Weighted Runs Above Average

wRAA and especially wRC+ are touted by fangraphs.com as being very good “single number” statistics to properly measure a player’s hitting ability.  I often use OPS+ as a singular number to measure a hitter; fangraphs specifically calls out this number and recommends using wRC+.

How is it used?  Both numbers basically measure the same thing.  wRC+ is a bit easier to explain; 100 is the league baseline, and points above or below the average are expressed as “percentage points above or below the league average.”  So, a person with a 120 wRC+ is considered to be 20% better at creating runs than the average major leaguer.  Cabrera and Trout ironically tied for the MLB lead for 2012 in wRC+, each posting a 166 wRC+.  Meanwhile wRAA (per fangraphs.com) “measures the number of offensive runs a player contributes to their team compared to the average player” and is scaled to zero.  wRAA is essentially a direct calculation from wOBA, so if you’re using one you can likely ignore the other.

MLB Average/Rule of thumb (from Fangraphs page) for wRC+: 100 is average while for wRAA zero (0) is average.  20-25 percentage points above is great, while 15-20 percentage points below is bad.

Caveats for using: Unlike wOBA, wRC+ is park- and league-adjusted, indeed making it an excellent single number by which to measure players.  Otherwise the caveats for these weighted averages are all about the same; they seem to be based on an weighting of hits that you may or may not agree with.

What have I learned from looking into these hitting stats?  I need to keep BABIP in mind.  I like ISO but I don’t see it gaining real credence over slugging percentage.  And I should probably start using wRC+ more than OPS+.

Part 3 coming up on Pitching advanced stats.

Mike Trout is a shoe-in for Rookie of the Year. Will he add AL MVP as well? Photo Gary Vasquez/US Presswire via espn.com

I’ve had a good string of predicting MLB’s major Post season awards in this space.  In 2010 I went 8 for 8.  In 2011 I again went 8-8 in predicting MLB’s awards, though I missed on predicting the unofficial Sporting News Executive and Comeback Player of the year.   I don’t have much confidence in going 8-for-8 this year though; the AL MVP seems way too close to predict, and I have no idea how the Cy Young awards will go.

[Editor Note: I write this in phases over the course of the season, and finalized it in early October.  After I wrote this piece some of the awards have already been announced; Sporting News announced Comeback Players of the Year last week.  I’ll put up another post talking about my guesses and which awards I got right and wrong in another article once all awards are announced in November.]

Here’s a sampling of major baseball writers’ and their predictions that I could find ahead of my publishing this article: Tom Verducci, Ken Rosenthal, Bob Nightengale, Jonah Keri, and Jayson Stark.  Here’s the Fangraphs.com staff picks, heavily statistically weighted as you’d expect.  As you will see, even the national writers are all over the road with their predictions.  Here’s HardballTalk’s Matthew Pouliot‘s theoreticall ballot, with some contrarian picks.  Seamheads’ Andrew Martin has the typical sabre-slanted ballot.

Before reading on to my predictions on 2012’s winners, a statement to prevent arguments in the comments section.  These are my guesses as to who will WIN the awards, not necessarily who DESERVES them.  Invariably there’s a player who plays on a non-playoff or losing team but puts up fantastic numbers (Matt Kemp for the 2011 Dodgers, perhaps Mike Trout this year) who a number of loud pundits say “should” win the MVP.  Well, the fact of the matter is that the current voter base absolutely takes into account the circumstances behind a player’s production, and places more value on batters who are in a pennant race.  As do I.  The MVP isn’t the “Best Overall Batter Award,” which would end a lot of these arguments (since, the Cy Young essentially is exactly the “Best Overall Pitcher Award” and thus is easier to predict); its the “Most Valuable Player” award, and I agree with many who believe that a guy hitting .370 for a last place team isn’t nearly as “valuable” as the guy who hits .320 and leads a team deep into a playoff race.  It is what it is; if we want to change it perhaps the Baseball Writers Association of America (BBWAA, whose awards these are) needs to add a category or clarify their requirements.

Secondly, when considering the Cy Young, invariably there’s one pitcher who puts up comparable numbers to another, but one plays in a weaker division so the same Sabr-focused pundits make their holier-than-thou proclamations about how the voter base failed in their picks.  And their points are valid.  But this is a prediction piece, not an opinion piece, and the fact of the matter is that current voters are still mostly old-school and put value on things like “Wins” and “ERA,” stats that most Sabr-nerds think are useless in evaluating a pitcher.

So keeping those two points in mind, Here’s my predictions for 2012:

• AL MVP: Miguel Cabrera.  Despite the massive amount of internet baseball material devoted to talking about how great a season Mike Trout has had (mostly looking at his WAR values historically), I still see the voter base placing emphasis on three major points:
  • Cabrera plays for a playoff team, Trout does not.   The fact that the Angels will finish with a better record than the Tigers, or that the Angels clearly played in a harder division?  Immaterial to the old-school voter base.
  • Cabrara won the Triple Crown.  And most Triple Crown winners throughout history also won the MVP.  The fact that the triple crown is based on 3 relatively flawed statistics?  Irrelevant to the narrative of the achievement itself.  It remains an incredibly difficult achievement to accomplish in modern baseball’s era of specialized hitters (Ichiro for batting, Adam Dunn for homers) to hit for both average and power in the way that Cabrera consistently does.  (Rob Neyer posted thoughts about this topic, quoting random people on the internet with various takes).
  • Cabrera had a monster finish, Trout did not.  Cabrera’s OPS in the run-in months was over 1.000 each of July, August and September.  Trout peaked in July but was merely above average in the closing months.   Your finish matters (as we’ll see in the NL Rookie of the Year race discussed later on).

  Opinions like USA Today’s Bob Nightengale‘s exemplify the bulk of the voter base right now.  A few years ago the writers were smart enough to award Felix Hernandez a Cy Young with nearly a .500 record by recognizing more of the advanced metrics in play, but the Cy Young’s definition is a lot more specific than that of the MVP.

  This is nothing against Trout; the Angels were 6-14 when he got called up and finished 89-73.  That’s an 83-59 record with him, a .584 winning percentage that equates to 95 wins, which would have won the AL West.  Trout was the undeniable MVP for me nearly all season.  You hate to say it, but when the Angels faltered so did Trout’s MVP candidacy.

  The rest of the ballot?  Adrian Beltre and Robinson Cano get some typical “best player on best teams” votes.  I’d give Josh Reddick some top-5 votes too.

• AL Cy Young: David Price, by virtue of his 20 wins and league leading ERA, will squeak out the win over last year’s winner Justin Verlander. The statistical crowd will point out that Verlander was just as dominant in 2012 as he was in 2011 (when he unanimously won), and that his significantly higher innings total and lead in Pitcher WAR should get him the award.   However, as with the AL MVP you have to take into account the voter base.   Price won 20 games, that he pitches in a tougher division, that he beat out Verlander for the ERA title.  Plus, and I hate to say it, but Price is the “sexy pick,” the guy who hasn’t won before.  Verlander is the known guy and sometimes you see voters being excited to vote for the new guy.  Its kind of like the Oscars; sometimes an actor wins for a performance that wasn’t the best as a way to “give it to the new guy.”  Certainly this contributed to Clayton Kershaw‘s victory in 2011 and we may see similar behaviors again.  There might even be an east coast voter bias in play.  Jered Weaver, Chris Sale, Jake Peavy, and Felix Hernandez all get some top-5 votes, possibly finishing in that order behind Price and Verlander.
• AL Rookie of the Year: Mike Trout, in what should be an unanimous vote. He could (if the MVP vote goes the way many thinks it should) become only the 3rd player ever to win both the MVP and the RoY in the same year (Fred Lynn and Ichiro Suzuki being the others).  In the conversation: Yu Darvish (who certainly did not have a BAD year, but drifted mid-season), Yoenis Cespedes (who would win it in most years), Matt Moore (my preseason guess; I’m still shocked he displayed virtually none of the dominance of the 2011 post-season during his 2012 season), Will Middlebrooks (who made Kevin Youklis expendible within just a couple of months of arrival), and amazingly Tommy Milone (who was nearly unhittable in his home stadium and continued his performance from the Nats in the end of 2011).  A couple other names in the conversation: Scott Diamond and Jarrod Parker.
• AL Mgr: Buck Showalter should get this this award for taking a team that should be a .500 ballclub based on pythagorean record and put them in the playoffs for the first time in a decade.  I also think he wins because of east coast bias, since certainly what Bob Melvin and the Oakland A’s pulled off is nothing short of fantastic.  Robin Ventura may have gotten some votes had the White Sox held on, but may be the 3rd place finisher.
• (Unofficial “award”): AL GM: I almost hate to say it, but Billy Beane. The A’s were supposed to be awful this year, having traded away most of their starting rotation (as explained further in this Aug 2012 post here) and let most of their hitters walk.  Instead they acquire a couple of good pieces from Washington, sign the exciting Cespedes to go with a few bottom-barrel FAs, and overcame a 13-game deficit to win the powerhouse AL West.  A great story.
• (Unofficial “award”): AL Comeback Player of the Year: It has to be Adam Dunn, right?  How do you go from the lowest qualifying average in history to career highs in homers and not get votes.  Jake Peavy may get some votes after two injury plagued seasons, but he was pretty decent last year and isn’t exactly coming out of nowhere like Ryan Vogelsong did last year.

Now for the National League:

• NL MVP: Buster Posey‘s strong finish, combined with his team’s playoff run and his playing catcher gives him the nod over his competition here.  For much of the season I thought this award was Andrew McCutchen‘s to lose, but his fade and Pittsburg’s relative collapse from their division-leading mid-season costs him the MVP.  The rest of the ballot? Ryan Braun may be putting up MVP-esque numbers but the fall out from his off-season testing snafu will cost him votes (both in this race and for the rest of his career unfortunately). Johnny Molina getting some press too, for many of the same reasons as Posey.  Joey Votto probably lost too much time to be really considered, but remains arguably the best hitter in the league.
• NL Cy Young:  R.A. Dickey was the mid-season choice, was challenged late but his 20th win combined with his fantastic ERA for a knuckleballer makes him the winner.  Amazingly, Dickey has pitched most of the season with a torn abdominal muscle, making his season accomplishments even more impressive.   Johnny Cueto makes a great case, leading the playoff-contending Reds, but he slightly sputtered down the stretch.  Clayton Kershaw quietly had a fantastic year, leading the league in ERA, but as we saw with David Price above, I think the voters like to vote for the new guy.  Kershaw got his Cy Young last year; this year is Dickey’s time.  Other names in the top-5 mix: Matt Cain, Cole Hamels, Gio Gonzalez and perhaps even Jordan Zimmermann (who got some mid-season attention by virtue of his excellent July).  I have a hard time giving the award to a reliever, but the numbers Aroldis Chapman and Craig Kimbrel are putting in as the closers of Cincinnati and Atlanta respectively may be enough to at least appear in the top-5.  Lastly, the odd case of Kris Medlen; his WAR puts him in the top 10 despite only having 12 starts.  Is this enough to give him some votes?  Maybe some 5th place votes here and there.  But look out in 2013.
• NL Rookie of the Year: Bryce Harper, who won his 2nd rookie of the month in September, finished incredibly strong and took advantage of late-season fades from his two biggest competitors to win this award.  The National media buzz on Harper/Trout was never greater than during the season’s last month, and while games in April count the same as in September, the lasting impression is made by he who finishes strongest.   Wade Miley has a great case but I think falls short.  Cincinnati’s Todd Frazier has had a great season and was beating Harper’s numbers across the board, but he sat once Scott Rolen came back and faded down the stretch.   Milwaukee’s Norichika Aoki has had a nice season at age 30, coming over from Japan.  I don’t think guys like this (or Darvish, or Ichiro Suzuki for that matter) should qualify as “rookies” but rules are rules.  Anthony Rizzo, Wilin Rosario, Matt Carpenter, and Mike Fiers also put up good rookie numbers and may get some 5th place votes.
• NL Mgr: Davey Johnson.  Nobody had the Nats winning nearly 100 games.  Had the Pirates not collapsed perhaps we’d be talking about Clint Hurdle. Don Mattingly had somewhat of a transitionary team playing great early, but the mid-season influx of high-priced talent, and their subsequent collapse costs him any support.
• (unofficial award) NL GM: Mike Rizzo, pulling off the Gio Gonzalez trade, signing Jackson in a deal immediately lauded as a great move and quickly putting together a team that looks to be 15-20 games improved over 2011.  We thought they’d be in the mid-80s in wins; who thought they could be pressing for 100??
• (Unofficial “award”): NL Comeback Player of the Year: Buster Posey.  He went from a season-ending injury to an MVP season.  In other years Adam LaRoche may get some looks here, but not in the face of what Posey has been doing for San Francisco.  Lastly I had Johan Santana on a short list for this award until he was lost for the season in the aftermath of his 134 pitch no-hitter on June 1st.  At at point he was 3-2 but with a 2.38 ERA.  He finished the season 6-9 with a 4.85 ERA and was shut down on August 17th.  Are we sure that no-hitter was worth it?

Justin Verlander is one of the most important home-grown players in the 2012 playoffs. Photo unk via rumorsandrants.com

Every year I do a bit of “Team Construction” analysis to kind of gauge the trends in roster construction.  Last year’s post is here, and the links to the side have the underlying spreadsheet of player acquisition methods so you can see the pure details.  This topic was also covered in-depth by John Sickels on his minorleaguebaseball.com blog for another viewpoint.

Borrowing from last year’s post, there are four main ways teams can acquire players:

1. Draft: The player is with the original team that drafted him.  In the case of international free agents, if they’re signed as 16-year olds they are considered in this category as well (i.e., Ichiro Suzuki is not a developed player, but an international Free Agent).  It could be better defined as “Club developed players.”  Simple examples for the Nats: Stephen Strasburg and Bryce Harper.
2. Traded MLBers: The player was acquired by the team by virtue of trading an established MLB player.  Most of the time these days, this means the player was acquired as a prospect (since most trades seem to be of the prospect-for-established player kind).  Example for the Nats would be Michael Morse, who was acquired by our trading an established MLB player in Ryan Langerhans for Morse while he was still (essentially) a minor leaguer.
3. Traded Prospects: The player was acquired by the team by virtue of trading prospects.  This is essentially the reverse of #2.  The Nats key example is Gio Gonzalez.
4. Free Agent: The player was acquired in free agency.  This category also includes two other types of acquisitions: waiver claims and cash purchases.  These three categories are lumped together since all three indicate that a team has acquired a player with zero outlay in terms of development or prospects.  Examples for the Nats: Edwin Jackson, Adam LaRoche.

Here is the summary of roster construction and “Construction Strategy Category” that we’ll talk about next.  Note that I only count the “core players” on a team for this analysis.  The core players is defined as the 5-man starting rotation, the setup and closer, the 8 out-field players, and the DH for AL teams.  I didn’t extend this all the way to the 25-man roster, figuring that these core 15 players are the main reasons teams win and advance.  That and huge chunks of the bullpen and the bench are either fill-in FAs or draftees and it would skew the analysis of how teams really got to the playoffs.  Here’s the summary (the table is sorted by count of Draftees):

So, what are the four construction methods I’ve identified? Again borrowing from last year’s version of this post, they are (with this year’s examples).  The complication this year is that some of the 10 playoff teams don’t fall neatly into one specific category.

Method #1: Build from within 100%: (Cincinnati, Atlanta).   Atlanta, amazingly, didn’t use a single Free Agent among its core 15 this year.  They made a couple of key trades to acquire a few starters, but the rest of their lineup is home-grown draftees.  That may change next year as they try to replace Chipper Jones, Michael Bourn and possibly Brian McCann, who may leave via free agency.  Meanwhile Cincinnati has just a couple of free agents and mostly rely on guys they’ve grown as well.

Method #2: Ride your developed Core and use your prospects to acquire big names: (Washington, San Francisco and Detroit to an extent): The Nats have transformed themselves over just a couple of seasons, relying less on FAs to plug holes caused by an awful farm system to having most of their core team developed at home (See the table further below to follow the transformation of our team over the past few seasons).  Those spots they couldn’t depend on have been filled by trades (three guys acquired by flipping prospects for them; in addition to Gonzalez Kurt Suzuki and Tyler Clippard also count here).  San Francisco has seen their payroll skyrocket as they extend their home-grown talent, but for the most part they have stayed true to the team development concept.  Their one major Free Agent (Barry Zito) is notoriously one of the worst contracts in baseball and it is somewhat surprising to even see him on the post-season roster.  He wouldn’t be if Tim Lincecum was pitching in 2012 like he has regularly done in previous seasons.  Detroit was entirely in method #2 until they decided to spend money like the Yankees; we’ll revisit in #4.

Method #3: Go Young and grow up Strong (Baltimore, Oakland and Texas to an extent): Baltimore acquired a massive chunk of their rosters by flipping major leaguers for prospects and watching them blossom into a surprise playoff team.  Oakland has made a habit of getting rid of guys before they hit arbitration; fully 7 of their squad was acquired this way.  The difference is that Oakland has been forced to buy a big chunk of their core group on the FA market, depending on cast-offs like Brandon Inge and Jonny Gomes to plug leaks and get production on the cheap.  I’m guessing that Oakland will transform more into Category #1 as the vast amount of prospects they’ve landed lately continue to matriculate.  Lastly Texas was entirely in this category before they dropped major money on the likes of Adrian Beltre and Yu Darvish, transforming them into a spending power to go with their still-excellent farm system.

Method #4: Spend what it takes to win: (New York fully with St Louis, Texas and Detroit partially here): The Yankees are the class-A example of this method (along with Boston and the Dodgers frankly), but the spending that St. Louis, Texas and Detroit cannot be overlooked.  The Yankees more and more are depending on expensive FA purchases to replace what their farm system is not developing, and the problem is only being brought into more focus this off-season.  Their 3 primary starters are FA acquisitions, their biggest FA is looking like a contract catastrophe, and their developed guys are not stepping up and taking over major roles (especially on the pitching staff).  The other three teams mentioned here are mostly built on home-grown talent, but have spent so much money on the FA market lately that they are broaching into the upper echelons of MLB payroll.  St. Louis is almost entirely built from within (as noted by other columnists doing this same type of analysis) but still has depended on a couple of key FAs to advance as far as they have.

Conclusions:

• There’s no real formula to building a playoff team, as we see from the spread of the 10 teams among the four methods defined.
• I think its safe to say that the most difficult methods to depend on are #1 and #3.  You need to have a very good farm system to depend on the #1 method to work for you, and over the past few years only a couple of teams really have had success using this method (Atlanta and Tampa Bay).  Kansas City has tried #1 for years and has gone nowhere.  The #3 method is also frought with issues, since it requires a ton of patience from your fan base and may not be sustainable.  Would anyone be surprised if both Oakland and Baltimore collapsed next season?  Probably not; you really need to build on a base of players once you’ve established yourself as a good team and continue to augment, either through trade or through FAs.  But even that can be dangerous; just ask Philadelphia this year, owners of the 2nd biggest payroll in baseball and just a 3rd place team.
• Is Category #1 and #3 the same?  No, not really. #1 teams rely much more heavily on personally developed prospects, while #3 teams purposely set out to acquire prospects in trade to combine with their own development mis-fortunes.  If Baltimore had a better farm system, they wouldn’t have needed to jettison so many established MLBers to acquire prospects, and they’d probably be closer to a #2 team (a wealthy team who supplements developed players with key FAs, much like what Washington is doing).
• Oakland is really a unique case; they do develop players but get rid of them because of a self-imposed incredibly restrictive salary cap.  Imagine what Billy Beane could do with that team if he could have purchased just $30M of players on the open market (which would have still left Oakland in the bottom third of payroll).
• Buying your way to a team (method #4) can work, but only if you have nearly unlimited money and everything goes right for you.  There’s almost no excuse for a $175M payroll to get beat to the playoffs by a $55M payroll team (Oakland).  That is unless you overpay for poor FA targets, install the wrong manager and saddle yourself with the worst clubhouse in baseball.  In case you were wondering, the 2012 Boston Red Sox were a classic case of why money cannot buy happiness, and why unlimited funds do not necessarily guarantee playoff baseball.  The Angels are another example; owing most of their season’s turnaround and success to Mike Trout and his MLB minimum salary providing nearly 10 WAR despite having the 3rd largest payroll in baseball and having just purchased the games pre-emminent hitter in Albert Pujols.
• Frequent commenter Clark has a good point; classifying Mark Teixeira and Raul Ibanez as the same type of player (acquired via free agency) is a bit mis-leading.  Clearly a $150M player isn’t the same as a $1M player.  But, for the purposes of analyzing how much of your team is “bought” versus “developed” the point remains the same whether its a bargain basement guy or a $20M/year player.

So, if I had just purchased a new team, what construction method would I follow?  I guess it depends; if I thought I had a patient fan base, I’d probably do exactly what is going on in Houston.  I’d gut the MLB roster, trade every tradeable asset and start over payroll-wise.  I’d follow strategy #1 until I was at least competitive, and then i’d probably switch over to a #2 strategy or a #3 strategy, depending on just how good my developed players were.  You hope for #3; it implies you’ve got so much in-house talent that all you need to do is keep extending your key guys and you’ll keep winning.

I don’t think #4 is a sustainable way of building rosters.  The Yankees have gotten away with it for years, but only because they initially had a banner crop of developed players (the “core four”) to depend on up their spine.  Would anyone be surprised if the Yankees fail to make the playoffs next year?  Alex Rodriguez looks incredibly old, Derek Jeter just broke his ankle, they’re losing a number of hitters to FA and they only have a couple of starters locked up.  Where’s their starting pitching for 2013?  And what happens if they finally get hit with injuries to their rotation to the extent that Boston did this year?  I think this is why you see $80M payroll teams beating out $170M payroll teams all the time; teams get bloated, they over pay their own players and suddenly are old, inflexible and unable to adjust financially to buy what they need.

Lastly, here’s what the Nats roster has done over the past few seasons:

The team has been slowly replacing Free Agents with home-grown or acquired talent, and as we all know is well on its way towards a strong, home grown team.  This year’s core team only uses 3 pure FAs: Adam LaRoche, Jayson Werth and Edwin Jackson.  We could very well see LaRoche replaced outright with the home grown Tyler Moore, and if the team replaced Jackson with someone like John Lannan (not that we’ll possibly see that happen), we could be down to just one FA in the core squad.