Archive for Daily Graphings

Kim Ng Broke Through Two Ceilings

On Friday, when the Marlins announced they had hired Kim Ng as their new general manager, they set off a tidal wave of celebratory reactions from people both inside and outside baseball. That’s to be expected when a glass ceiling is broken. Her success was a triumph for women who have always had to fight for their place in the sport.

As soon as the news of Ng’s hiring went public, a question quickly gained prominence: How do you pronounce Ng? Media outlets reporting her hiring revealed a checkered understanding of the answer. The worst offender went with the extremely phonetic interpretation of “N-G.” Most got close, and those familiar with her work in baseball got it right. (To be clear, she pronounces it “ang,” which differs from the pronunciation of some Chinese Americans, who might pronounce it “ing.”

The widespread confusion about something as basic as Ng’s name is an extension of a few all too common questions most Asian Americans are familiar with: What are you? Where are you from? These reductive questions flow from the perpetual perception of foreignness that colors the experience of many Asian people in America. And it shows why Ng’s ascent to the top position in the Marlins organization is so important for Asian Americans, too.

Ng is the second Asian person to hold the position of general manager in major league baseball, and the first Asian American as well as the first Chinese American to rise to the top. Farhan Zaidi, who is of Pakistani descent, is Canadian-born and became the first Asian person to hold the title of general manager when he reached that position with the Dodgers in 2014. Ng also became just the second Asian American to become the GM in any of the major men’s North American professional sports — Rich Cho was the first when he was named GM of the Portland Trail Blazers in 2010. This dearth of Asian people in leadership positions extends to the field as well. There have been just two field managers of Asian descent in baseball, and there are just a handful of others across the other major men’s sports. Read the rest of this entry »


JAWS and the 2021 Hall of Fame Ballot: Omar Vizquel

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2021 Hall of Fame ballot. Originally written for the 2018 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.
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In the eyes of many, Omar Vizquel was the successor to Ozzie Smith when it came to dazzling defense. Thanks to the increased prevalence of highlight footage on the internet and on cable shows such as ESPN’s SportsCenter and Baseball Tonight, the diminutive Venezuelan shortstop’s barehanded grabs, diving stops, and daily acrobatics were seen by far more viewers than Smith’s ever were. Vizquel made up for having a less-than-prototypically-strong arm with incredibly soft hands and a knack for advantageous positioning. Such was the perception of his prowess at the position that he took home 11 Gold Gloves, more than any shortstop this side of Smith, who won 13.

Vizquel’s offense was at least superficially akin to Smith’s: He was a singles-slapping switch-hitter in lineups full of bigger bats and, at his best, a capable table-setter who got on base often enough to score 80, 90, or even 100 runs in some seasons. His ability to move the runner over with a sacrifice bunt or a productive out delighted purists, and he could steal a base, too. While he lacked power, he dealt in volume, piling up more hits (2,877) than all but four players who spent the majority of their careers at shortstop and are now in the Hall of Fame: Derek Jeter (3,465), Honus Wagner (3,420), Cal Ripken (3,184), and Robin Yount (3,142). Vizquel is second only to Jeter using the strict as-shortstop splits, which we don’t have for Wagner (though we do know the Flying Dutchman spent 31% of his defensive innings at other positions). During his 11-year run in Cleveland (1994–2004), Vizquel helped the Indians to six playoff appearances and two pennants.

To some, that makes Vizquel an easy call for the Hall of Fame, and as his candidacy heads into its fourth year, he looks as though he’s on his way. In his 2018 ballot debut, he received 37.0% of the vote, a level of support that doesn’t indicate a fast track to Cooperstown but more often than not suggests eventual enshrinement. In the two cycles since, he’s climbed to 42.8% and then 52.6%, the last of those particularly significant; current candidates aside, every player who’s reached 50% except for Gil Hodges has eventually been elected, either by the writers or by a small committee.

These eyes aren’t so sure Vizquel’s election is merited. By WAR and JAWS, Vizquel’s case isn’t nearly as strong as it is on the traditional merits. His candidacy quickly became a point of friction between old-school and new-school thinkers and only promises to be more of the same, as though he were this generation’s Jack Morris. [Update: As if his case needed another polarizing factor, shortly after this article was published, it came to light that in October, Vizquel’s second wife, Blanca García, accused him of domestic violence via an Instagram live post. Further updates below.]

2020 BBWAA Candidate: Omar Vizquel
Player Career WAR Peak WAR JAWS
Omar Vizquel 45.6 26.8 36.2
Avg. HOF SS 67.5 43.1 55.3
H HR AVG/OBP/SLG OPS+
2,877 80 .272/.336/.352 82
SOURCE: Baseball-Reference

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As Theo Epstein Departs, What Will Become of the Cubs?

After nine seasons, three division titles, a pennant and an historic World Series championship, Theo Epstein is saying goodbye to the Cubs. That surprising news came Tuesday afternoon, announced jointly by the team and its outgoing president of baseball operations. “I believe this is the right decision for me even if it’s a difficult one,” Epstein wrote in a statement released to the press. “And now is the right time.” Chicago will now be under the control of Jed Hoyer, the team’s general manager and Epstein’s long-time second in command, but the fate of both the franchise and its departing boss is less clear.

Taking over the Cubs in October 2011 after leaving the Red Sox under a cloud (and disguised as a gorilla), Epstein helped transform Chicago from National League also-ran and frequent cellar dweller into a juggernaut, culminating in the 2016 World Series win that ended a century-long title drought. He and his lieutenants drafted, developed or acquired virtually every important piece of that ‘16 roster, from Kris Bryant to Anthony Rizzo to Kyle Schwarber to Jon Lester to Jake Arrieta, and set the stage for what looked to be a dynasty. But diminishing returns and short postseason stays have left the Cubs in the championship cold over the last four seasons, and now their architect is moving on.

Those recent struggles may be part of Epstein’s decision to leave, though in a letter he sent to team employees and acquired by The Athletic, he claims that a decade at the helm was all he had in mind from the start. “Bill Walsh’s theory that in the sports industry a change in leadership after about a decade can be beneficial for both the organization and the individual has always resonated with me,” Epstein writes. Those of you blessed with the gift of being able to do basic math will note that 2020 minus 2011 equals nine, not 10. But per Epstein’s letter, a number of factors came into cutting his reign short by a year, including the COVID-19 pandemic and its impact on the team’s finances; the presence of Hoyer, who joined the club as GM when Epstein arrived; and, as Epstein put it, “decisions this winter that carry long-term consequences … best made by someone who will be here for a long period.” Read the rest of this entry »


Pondering a First Inning Mystery

You’ve heard of home field advantage. It’s simply a part of sports, like gravity or Tom Brady being competent and obnoxious. Here’s a dirty little secret, though: A decent chunk of home field advantage is actually first-inning advantage. Here, take a look at how home and away batters performed in the first inning and thereafter from 2010 to ’19:

wOBA Differential By Inning
Inning Away Home HFA
1 .318 .340 .022
2 .304 .314 .010
3 .311 .322 .011
4 .323 .330 .007
5 .314 .330 .016
6 .319 .329 .010
7 .308 .317 .009
8 .302 .308 .006
9+ .296 .297 .001

The first inning has the biggest gap, with only the fifth coming even close. It’s a consistent effect year-to-year, and it’s a big deal: A 22-point edge in wOBA works out to three-quarters of a run per game, which would work out to roughly a .570 winning percentage, significantly higher than the actual edge. If you could bottle that edge and apply it to every inning, baseball would look very different.

This isn’t some novel effect I’ve just discovered. It’s well-established, though I’ve never seen a completely satisfactory explanation for it. Could it be that the home team’s defensive turn in the top of the first warms them up for their turn at bat? Maybe! One counterpoint here: Home DHs have a 20-point wOBA advantage on away DHs in the first inning, then only a six-point advantage thereafter. Maybe it’s not that, then.

A theory that makes more sense to me is that home pitchers have a unique advantage in the first inning. In that inning, and that inning alone, they can exactly predict when they’ll be needed on the mound. Have a perfect warmup routine? You can finish it just before first pitch, then transition directly to the game. Visiting pitchers are at the mercy of the game. Start too late, and you won’t be ready in time for the bottom of the first. Start too early, and an extended turn at the plate might leave you cold. Read the rest of this entry »


Padres Lose and Keep Mike Clevinger

The Padres made an announcement yesterday that Schrödinger would be proud of, releasing news that they had signed Mike Clevinger to a two-year deal covering his arbitration-eligible seasons and also that he would be lost for the 2021 season due to Tommy John surgery. In the short-term, they lose a talented starting pitcher they just traded for a few months ago. Taking a longer look, they’re betting on a solid recovery in 2022 and will be paying just $11.5 million in guaranteed money for that season’s work. (The details of the deal, per MLB.com’s AJ Cassavell: Clevinger gets $2 million in ’21, $6.5 million in ’22, and a $3 million deferred signing bonus.)

The recent trade, the elbow surgery, and Clevinger’s arbitration eligibility make this transaction a little more complicated than it might look at first glance. First, the trade is essentially irrelevant at this point. While the Padres gave up a lot in quantity to acquire Clevinger, any cost is now sunk. San Diego certainly hoped for more than four good regular-season starts and a single postseason inning, but injuries prevented Clevinger from doing more, and the same arm trouble will now prevent him from pitching at all in 2021.

With the trade behind them, the Padres were faced with three options.

Option 1: Tender Clevinger a Contract

Clevinger earned a pro-rated portion of his $4.1 million salary last season, his first year of arbitration eligibility. While arbitration salaries are a bit murky this season, he likely would have been in line for $5 million or so in arbitration for next season and maybe another $6 million or more in 2022 after sitting out the ’21 campaign. That ’22 salary wouldn’t be guaranteed at all until the Padres tendered him a contract next December, and even then, only a small portion would be guaranteed at that time.

Assuming salary arbitration works the same under a new Collective Bargaining Agreement in 2022, if the Padres didn’t like Clevinger’s progress, they could cut him all the way up to Opening Day and still only owe 45 days of termination pay (30 days if on or before the 16th day of Spring Training). This option has San Diego paying money now to retain greater flexibility for the 2022 season. Read the rest of this entry »


Drew Smyly Cashes In

On Monday morning, the Atlanta Braves made their first major move of the offseason, signing left-handed pitcher Drew Smyly to a one-year contract worth $11 million. It’s a nice little payday for Smyly, who has a long and ugly injury history and posted an ERA and FIP over six as recently as 2019. Ranked 25th among Craig Edwards’s Top 50 Free Agents, Smyly was estimated to command an AAV of $8.5 million by Edwards and just $5.0 million by the crowd. Those low salary estimates are likely directly tied to Smyly’s spotty history. But the reason why he was able to command such a surprisingly high salary boils down to one chart:

In 2020, Smyly was able to add 2.6 mph to each of his pitches in his arsenal, pushing his average fastball up to 93.8 mph. That added velocity helped him post the highest strikeout rate of his career paired with the lowest FIP of his career, though it came in just 26.1 innings. Read the rest of this entry »


The All-Defense Free Agent Gambit

A nice generic platitude is that free agency gives you a chance to completely remake your team. That’s an aspirational vision, but I mean, come on. Free agency gives you a chance to sign a really good player, or a few okay players, or even Daniel Descalso (I kid, Cubs fans, I kid).

In reality, completely remaking your identity mostly doesn’t happen. Teams don’t generally overhaul their image in free agency; they add pieces around an existing core they’ve carefully shaped. If they’re lucky enough to land a superstar, they’re at the mercy of fate as to which superstar is available; if you want to sign a 6 WAR third baseman this year, well, keep looking.

It only mostly doesn’t happen, though. This year, I think there’s a rare chance to actually change the identity of your team in free agency. More specifically, I think teams should look at turning their squad into a defensive powerhouse. That’s mostly not a one-year undertaking, but this time, I think it is.

The first key factor that makes this strategy workable is an accident of personnel. You might have heard of the best defensive shortstop on the market. Indeed, Andrelton Simmons is one of the best defensive shortstops of all time, period. His range, arm, hands, and baseball instincts are all off the charts. Whichever team signs Simmons will immediately have one of the best defenders at the position, a down 2020 notwithstanding.

Simmons is the best infield defender of the past 10 years. The best defensive second baseman over that same span isn’t quite so clear, but Kolten Wong is certainly near the top of the list. He’s been one of the very best defenders at the position in each of the last three years, including a blowout 2018 that, naturally enough, is the only year he didn’t win a Gold Glove despite outstripping his other two seasons by every metric.

With two strokes of a pen, a team could sign Simmons and Wong and have the best up-the-middle defensive infield in the game. I’m exaggerating slightly, of course: most contracts need more than one signature, and most names need more than a single pen stroke to sign. I’m certainly not exaggerating, however, when I say it would be the best defensive combination. Whatever their other shortcomings, Simmons and Wong look better than any other pairing in the game. Read the rest of this entry »


What Is Now Left to Be Imagined

On Friday, the Marlins announced that Kim Ng would be assuming the role of general manager. It was a historic move for a number of reasons: She’s the first woman and first Asian-American to be hired as a GM in the major leagues, and is indeed the first woman in any major American men’s pro sport to hold that role. It was also a move that was long foretold, as many pointed out, linking to various blog posts and lists of years and decades past that included Ng’s name as one to watch in the world of high-ranking baseball executives. She’s been at least an assistant GM for as long as I’ve been alive. “When I got into this business,” her statement posted to the Marlins’ social media read, “it seemed unlikely that a woman would lead a major-league team, but I am dogged in the pursuit of my goals.”

It was a celebratory day for many women in baseball, a sign of how far they have come and how far they could still go, and a testament to Ng’s individual drive and ability, which, given her history, is undeniable. It was also a celebratory day for Asian-Americans in baseball. What once seemed unlikely, and before that unimaginable, is now real, tangible, and true — not only for Ng individually, not only for the other people who have blazed trails in this industry, and not only for all the historically underrepresented people she might inspire to pursue careers in the game, but also for literally everyone, apparently, in the entire sport. All those heavy-hitters and decision-makers who for the decades upon decades prior to this day were fine with maintaining the status quo — this moment was, somehow, their achievement to celebrate as well.

When you’re a kid, you can dream of being all kinds of ridiculous, incredible things. The first person to create a cat-to-human translation system. The first person to walk on Mars. A kajillionaire, a world-peace creator, an undersea explorer — all at the same time, all existing within the same realm of possibility. You get older, of course, and with your increasing ability to understand the world around you, to grasp what is expected of someone like you, the dreams get scaled and hedged accordingly. You absorb information and adjust your ideas of what is possible. Kajillionaire becomes maybe a full-time job and your debt paid off by the time you’re 50. World-peace creator becomes maybe you survive another year of being exploited by your racist boss. The moon becomes a tiny room in a shared house for $900 a month. It’s good, after all, to have goals that are actually possible to reach. That’s what you’re taught in career planning classes and therapy sessions: achievable, real, tangible. The bounds of the imagination shrink. Read the rest of this entry »


The Big Questions About the 2021 BBWAA Hall of Fame Ballot

In a welcome sign of normalcy amid the coronavirus pandemic, on Monday the Baseball Writers Association of America released its 2021 Hall of Fame ballot, featuring 25 candidates including 14 holdovers, four of whom received at least 50% last year, joined by a group of 11 newcomers headlined by Mark Buehrle, Tim Hudson, and Torii Hunter. If nobody from that trio jumps out at you as likely to join the recent flood of first-year honorees — 13 of whom have been elected on the first ballot over the past seven cycles, out of a record-setting total of 22 BBWAA-elected players in that span — you’re forgiven. This rather lean slate, the smallest since 2009, is the result of an imperfect storm, in that no obviously legendary player hung up his spikes following the 2015 season, and that after three years out of four featuring the suspense over whether a player in the final year of his eligibility would get to 75%, we don’t have that this time around. Instead, we’ve got a ballot consisting of the weakest class of first-time candidates since 2012 (sorry, guys) and a group of returnees led by three very polarizing figures, namely Curt Schilling, Roger Clemens, and Barry Bonds, all in their ninth year of eligibility.

2020 is just the gift that keeps on giving, isn’t it? I can see some of you already rolling your eyes if not scouting for the nearest exit, but I hope you’ll stick around. Rome wasn’t built in a day, and neither was the Hall of Fame’s plaque gallery. Some very good players in mid-candidacy have real opportunities to gain ground now that the spotlight is on them, even if they won’t get anywhere close to 75% this time around. And the ones with no chance at election? Their stories are worth telling, too.

Over the next seven weeks, I’ll profile all 25 candidates, either at length or in brief, examining their cases in light of my Jaffe WAR Score (JAWS) system, which I’ve used to break down Hall of Fame ballots in an annual tradition that’s now old enough to have a driver’s license. The series debuted at Baseball Prospectus (2004-12), then moved to SI.com (2013-18), which provided me an opportunity to go into greater depth on each candidate; in 2018, I brought the series to FanGraphs. Today I’ll offer a quick look at the biggest questions attached to this year’s election cycle.

First, it’s worth reviewing the basics. To be eligible for election to the Hall of Fame via the BBWAA ballot, a candidate must have played in the majors for parts of 10 years (one game is sufficient to be counted as a year in this context), have been out of the majors for five years (the minors or foreign leagues don’t count), and then have been nominated by two members of the BBWAA’s six-member screening committee. Since the balloting is titled with respect to induction year, not the year of release, that means that the newcomers last appeared in the majors in 2015. Each new candidate has 10 years of eligibility on the ballot, a reduction from the 15-year period that was in effect for several decades. The last candidate grandfathered into getting the full run was Lee Smith, whose eligibility expired in 2017; five current candidates (Bonds, Clemens, Schilling, Jeff Kent and Sammy Sosa) had their tenures reduced mid-candidacy.

To be elected, a candidate must receive at least 75% of the ballots cast, and in this case, they don’t round up; 74.9% won’t cut it. Likewise, candidates who don’t receive at least 5% of the vote fall off the ballot and can then only be considered for election by the Today’s Game Committee, an entirely separate process — but not until what would have been their 10-year run of eligibility expires.

The voters, each of whom has been an active BBWAA member for 10 years and is no more than 10 years removed from active coverage, can list as many as 10 candidates on their ballots, a number that’s become a point of contention in recent years given the high volume of qualified candidates. In 2015, the Hall tabled a BBWAA proposal to expand to 12 slots (I was on the committee that recommended the change). Last year, the fifth since the Hall purged the rolls of voters more than 10 years removed from coverage, 397 ballots were cast, 152 fewer than in 2015, the final cycle before the cutdowns. That’s a reduction of 27.7% over five years, and it represented the first time since 1985 that fewer than 400 writers voted. Read the rest of this entry »


Nicky Lopez, Caught Red-Handed

In the 1980s, the stolen base was king. Rickey Henderson and Vince Coleman were absolute terrors on the basepaths, giving pitchers no time to breathe. They each stole 100 or more bases three different times, with Henderson’s 130-steal season standing atop the single-season leaderboard, unlikely to ever be matched. They were hardly the only speedsters, either; Tim Raines stole at least 70 bases in six straight seasons, for example.

That need for speed made a delicious baserunning omelet, but it also cracked its fair share of eggs. In 1980 alone, players were caught stealing 1,602 times. That’s the cost of doing business when you’re going to steal so frequently. If you only attempt to swipe a bag in the 50 best spots to run in a given year, you’ll be successful at a higher rate than if you go 150 times.

As baseball tactics changed, the steal lost favor. First, home runs decreased the value of steals. Put one over the fence, and it doesn’t matter which base the runner was on. Second, teams started to better understand the value of avoiding outs. The exact math varies based on context, but as a rule of thumb, you need to steal three bases for every time you’re caught to provide neutral value. Succeed less than 75% of the time, and you’re costing your team runs in expectation.

These two effects led to a predictable change in behavior. Stolen bases have been in steady decline, while success rate on the attempts that remain heads inexorably higher. In 1980, the average game featured roughly 1.5 steals, and the league-wide stolen base success rate was 67%. In 2020, there was less than one steal per game for the second straight season:

On the other hand, the success rate crested 75% for the first time:

Is this a good development? It all depends on your point of view. Steals are exciting, whether they’re successful or not; they punctuate the stilted and ponderous pace of the game with a jolt of pure adrenaline. On the other hand, there’s nothing more frustrating than seeing your team run themselves out of an inning or seeing a baserunner caught directly before a home run.
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