Archive for Daily Graphings

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.
Read the rest of this entry »


Sunday Notes: Torey Lovullo Revisits His Greatest Hits (and a Damaged Axle)

Torey Lovullo didn’t have a lot of game-changing hits over the course of his career. The Arizona Diamondbacks manager finished his playing days with just 60 RBIs in parts of eight big-league seasons as a utility infielder. But he did have a handful of memorable knocks, three of which he recounted in a conversation earlier this week.

The first of Lovullo’s standout moments came in his second-ever game. Called up by the Detroit Tigers in September 1988, he plated a run with an 18th-inning single against the New York Yankees. Adding to the thrill was the fact that the Tigers were in a three-team pennant race with the Bombers and the Boston Red Sox. The balloon burst in short order. Claudell Washington walked off Detroit southpaw Willie Hernandez with a two-run shot in the bottom half, negating Lovullo’s heroics in blunt fashion.

Five years later, the Santa Monica native turned the tables with an extra-inning walk-off of his own. Lovullo had signed with the California Angels — a team he’d grown up cheering for — prior to the 2013 season. On a July afternoon, he made the most of a second chance.

“In the bottom of the 11th inning, [Yankees manager] Buck Showalter walked the bases loaded in front of me and I popped up with one out,” recalled Lovullo. “We ended up going deeper into the game, and in the 14th inning he did the exact same thing [issued two intentional walks to load the bases]. This time I got a base hit. That was a proud moment for me, because I didn’t want it to happen again. A manager targeted me, and I came through.” Read the rest of this entry »


FanGraphs Readers Weren’t So Keen on Those 2020 Rules Changes

The polls are closed, the results are in, and with no need for a recount after being certified by the firm of Fwar, Dips, Winshares, Gritt, Babip, Pecota, Vorp & Eckstein, they can now be considered official if not actually binding. On Wednesday, I invited FanGraphs readers to weigh in on half a dozen rules that were introduced for 2020 as part of the COVID-19 health and safety protocols but whose status for next year is up in the air and must be negotiated between the players’ union and the owners. The most prominent of those are the universal designated hitter and the expanded playoffs — a pair that might prove to be a bottleneck, since commissioner Rob Manfred and the owners want the players to agree to some form of the latter in exchange for the former — but some of the other ones were an even more radical break from baseball tradition, and they drew very mixed reviews.

Stealing a page from the great Jeff Sullivan, for each of the six rules I asked voters not only whether they were in favor of keeping the rule, but also how much they cared about the issue, on a scale from 1 (very little) to 5 (very much) — call this the passion rating. One purpose in soliciting these answers was to provide some points of comparison with the responses Sullivan received to his February 11th, 2019 poll with respect to the universal DH, the three-batter minimum for pitchers, and the runner-on-second extra innings rule, none of which had been used in MLB at that point and all of which received an audition in 2020. Do people approve of the rules more or less than before? And do they care about those changes more or less than before?

While I’m sure what I’ve done here falls short of actual science — particularly given the fact that for most of the questions, I presented some data that might have an impact upon voters’ choices — I do think the results are interesting enough to share and compare. Read the rest of this entry »