Archive for Daily Graphings

Does Cheating Matter?

“It’s hard for me not to look at my own numbers against them and be pissed,” a retired major league pitcher said. “Everyone involved deserves to be seriously punished because it’s wrong.”

– a retired major league pitcher on the Astros, quoted in ESPN, January 2020

Cheating is serious business. We know this, almost instinctively, from earliest childhood — the righteous anger one feels when you catch someone sneaking a peek at your cards, dropping a rock only after seeing you put down scissors, sticking out a suspiciously well-placed foot preventing your escape in a game of tag. That’s not fair — cheater! You appeal to others around you, trying to get them to see, to mete out justice. Something has been disrupted here; something is wrong that can only be righted with punishment. You entered into a contest with agreed-upon rules, and those rules were broken in favor of cheap victory. It is self-evidently outrageous, self-evidently cruel, and even if justice is not done — even if the false victory is upheld through deception, lack of witnesses, or negligence of investigation — the hurt is indelible. You will never play rock-paper-scissors with that particular kid again. You will tell all your friends, too, not to engage in contests with them. A cheater is a cheater is a cheater.

And yet we know, too, an instinct coming from a similarly primal place, that cheating, when executed for one’s own benefit, and especially when executed without detection, can be valuable, if a little guilt-inducing. When the value of the prize claimed outweighs the guilt, it can even feel better than a straightforward win. After all, the other party, if they were smart enough, would have cheated, too, or at least cheated better than they did; and really, when you think about it, isn’t outsmarting the opposition part of the competition? Haven’t you, in the successful execution of your subterfuge, put in more effort than the loser now sulking about your victory? Isn’t this all just part of the game — a part of the game that you happened to be better at? You are not a cheater, no; that word doesn’t apply to what you’ve done. To call the means of your success cheating would be to demean the skill involved in said success, you think. One might almost consider the loser who is accusing you of cheating to be the real cheater — trying to steal away, through non-competitive, extrajudicial means, the victory you earned through your own ingenuity. Cheating is bad. And you, what you have done, isn’t bad. Read the rest of this entry »


OOTP Brewers: Lorenzo Cain Is Scuffling

In real life, when a player starts the season poorly, it’s tempting to chalk it up to variance and sample size. Through April 23 of last year, for example, Jackie Bradley Jr. was hitting .134/.203/.164, good for a -7 wRC+. The rest of the way, he hit .239/.335/.461, a 104 wRC+. Nothing was wrong!

That’s the snarky, detached analyst view. But here’s the thing: it doesn’t work that way on the actual team. It’s harder, when you’re living through the oh-fers and demoralizing strikeouts, to determine whether or not to give that player as much playing time over the rest of the year. Of the 10 players with the worst batting lines on that day, eight saw their playing time meaningfully curtailed over the remainder of the season.

And that brings us to our Out Of The Park Brewers. The FanGraphs readership’s intrepid management has led the team to a 13-12 record, which is an okay enough start all told; there have been injury issues across the pitching staff, Luis Urías is still rehabbing from his offseason injury, and there was that absolute pasting at the hands of the Mets.

But there’s one disturbing performance that stands out so far; Lorenzo Cain is hitting .136/.212/.153, good for a Bradley-Jr.-in-bad-times wRC+ of -7. It’s by far the worst line on the team; Orlando Arcia has played poorly enough that he’s lost most of his playing time to Brock Holt, and even he has a 30 wRC+.

What’s a manager to do? It’s not obvious. The team is built for Cain to be an anchor; the corner positions are a grab bag of mix-and-match players. Christian Yelich can man left or right with equal aplomb, and the other outfield slot can be filled by nearly anyone; Avisaíl García, Ryan Braun, Ben Gamel, Holt, or even Eric Sogard. But only Gamel and Yelich can even fake center, and I’m skeptical that either could do it full time. Read the rest of this entry »


Pablo López Has Two Throwing Partners During the COVID-19 Shutdown

Pablo López has a pair of good throwing partners as he waits for baseball to return. The 24-year-old Miami Marlins right-hander has a Colombian catcher in his neighborhood, and a retired Venezuelan physician encamped in his spare bedroom. His relationship with the former is paramount to his future, and with the latter, a portrait of his past.

López is living in Miami, where he returned after spring training was abruptly halted by the COVID-19 pandemic. His priorities in camp had been a continuation of his offseason efforts, which came on the heels of a promising, albeit uneven, 2019 campaign. Despite a queasy 5.09 ERA — his FIP was a healthier 4.28 — López is projected to land a spot in the Marlins’ starting rotation.

For now, all he can do is keep his arm fresh with the help of the backstop and doctor.

“I’m going to this warehouse that has a turf area about 150 feet long,” López told me late last week. “They have portable mounds we can use, and I’m there three times a week. Outside of those three days, there’s a green area close to my community and I go out and play catch with my dad.”

Danny López grew up playing baseball in Venezuela. His own father, Pablo’s grandfather, coached him during his teenage years. Medical school then squelched any possibility of pursuing a professional career, but he did continue as an amateur. According to Pablo, his father “played for a company — big companies had their own league — and while I never got to watch him play, I hear that he was pretty good.”

Rather than follow in his father’s footsteps, Pablo went in the opposite direction. Accepted to medical school upon graduating from high school — at age 16, no less — the multi-talented son opted instead to sign with the Seattle Mariners. Five years later, he was traded to Miami. Read the rest of this entry »


Where Mike Trout Stands Out Most

If someone asked you what Mike Trout’s signature skill is, what would your answer be? You might say it’s his power, even though he’s never led his league in homers, or his elite approach, even though he still strikes out a little more often than he walks. If you watched him in person when he was much younger, you might say it isn’t even his steady hitting that defines him, but the way the 6-foot-2, 235-pound mammoth of a man moves, sprinting with top-line speed to steal bases and gliding to field balls hit to center field. The correct answer, of course, isn’t any of those things. What separates Mike Trout from the pack is that he is one of the best, if not the best, at virtually everything. He is the sum of several staggeringly impressive parts.

Still, it feels a bit odd that the player we think of as the best in the game wouldn’t have any specific skill that stands far above the rest of the competition. But while it’s true that Trout has never cruised to a batting title, or demolished the field in homers or walks, the baseball community is constantly coming up with new statistics and methods through which we can evaluate players. Trends, trials, and technology help those new tools grow and improve, and with each one that sticks, we have a new chance to discover a player’s distinctive traits.

In recent years, many of those new revelations have come along because of Statcast, which has introduced an increasing number of statistics into even the casual fan’s lexicon, a technology that gives us a peek into data and visuals we didn’t previously have access to. One of the more recent additions to Statcast’s suite of tools is Swing/Take value, which sorts each pitch into four attack zones based on where it crosses the plate — the heart of the plate, the shadow of the plate, chase pitches, and waste pitches — as well as whether the hitter swung or took the pitch, and uses Tom Tango’s RE288 table to assign the result of each pitch a run value. The result is sort of a hybrid set of data, a glimpse at the particulars of a hitter’s plate approach, as well as his impact when he does decide to swing. Read the rest of this entry »


The Best Bunts, and Bunters, of 2019

I have a confession to make, one that might be uncool in the modern, hyper-optimized world of baseball analysis. I love bunts.

I know, I know. I’ve been spending most of a recent article series on old World Series tactics railing about bad bunts. I’ve read Moneyball; outs are bad and runs are good. That’s all true, but I can’t help it. I love to see a well-executed bunt for a hit. Drag bunts, sneak attacks aimed at shifts — I love them all. So today, I set out to find the best bunter.

A quick refresher of why bunting is bad: it makes outs. If you want some proof of this, look no further than a run expectancy chart from 2019:

Run Expectancy, 2019
Bases/Outs 0 1 2
000 0.5439 0.2983 0.1147
003 1.3685 0.9528 0.3907
020 1.1465 0.7134 0.3391
023 1.9711 1.3679 0.6151
100 0.9345 0.5641 0.2422
103 1.7591 1.2186 0.5182
120 1.5371 0.9792 0.4666
123 2.3617 1.6337 0.7426

If you haven’t read one of these before, no worries. Each number represents how many runs scored, on average, from the relevant combination of baserunners and outs until the end of the inning, across all games in 2019. The bases go down the left side, and the outs go across the top. If you have runners on first and second (120 in the table) with no outs, for example, you should expect to score 1.537 runs in the rest of the inning.

This doesn’t mean you’ll always score that many runs, obviously. But it’s a useful baseline. Unless you have some very weird batters coming up (very good or very bad would both do), you can estimate a player’s contribution to how many runs you’ll score by comparing the base/out state before and after their turn at bat. Read the rest of this entry »


The Red Sox Got Slapped on the Wrist for Their Illegal Sign-Stealing

If you were hunkered down under a stay-at-home order waiting for Major League Baseball to release its long-awaited report on the Red Sox’s illegal sign-stealing efforts, then we have good news for you: the wait is over. On Wednesday, the league announced the conclusions of its investigation and the punishments handed down by commissioner Rob Manfred. If you were expecting the discipline to be comparable to that received by the Astros in January, you may want to get back to binge-watching Tiger King, because according to the report, there simply isn’t a lot to see here.

In the case of the Astros, when Manfred issued his report on January 13, he found that the team illegally stole signs during the 2017 regular and postseason and into the 2018 regular season. He suspended president of baseball operations Jeff Luhnow and manager AJ Hinch for the 2020 season (both were fired by owner Jim Crane within hours), fined the team $5 million (the maximum allowed under MLB’s constitution), and stripped them of their first- and second-round picks in both this year’s and next year’s amateur drafts. When it came to disciplining the Red Sox, however, Manfred only found evidence that the illegal sign-stealing occurred during the 2018 regular season; suspended only J.T. Watkins, the team’s video replay system operator; stripped away only its second-round pick in this year’s draft; and did not fine the team. As with the Astros, no players were punished.

The baseball world waited 3 1/2 months for this? A previously unknown backroom employee has taken the fall for an entire organization while those above him escaped without punishment — it doesn’t get much more anticlimactic than that, nor does it make a whole lot of sense, given the need for intermediaries between the video room and the dugout. And it certainly isn’t a severe enough punishment to act as a deterrent. There isn’t a team among the 30 who wouldn’t trade a second-round draft pick and a single baseball operations employee for a world championship. Read the rest of this entry »


ZiPS Time Warp: Eric Davis

On a purely objective level, Eric Davis had a solid major league career. He played parts of the 17 seasons in the majors, hit 282 homers, and collected 1,430 hits. Davis received MVP votes, made All-Star appearances, and earned three Gold Glove awards. Of a group of three childhood friends consisting of Davis, Darryl Strawberry, and Chris Brown, he’s the one who came out of baseball seemingly the least affected by personal setbacks and tragedy. Davis is still involved in Major League Baseball and has worked with underprivileged kids, something he knows about having grown up in South Central Los Angeles.

But as accomplished a player as Davis was, he was capable of being more. Like another All-Universe athlete from the 1980s who made the majors, Bo Jackson, baseball wasn’t Davis’s best sport in his youth. At John C. Fremont High School, he was considered a basketball player before a baseball player, but at the time, baseball had the quickest path to playing professionally. While the NBA’s policy disallowing anyone to play in the league within four years of high school was struck down by the US Supreme Court, no high schoolers made the NBA between Darryl Dawkins and Bill Willoughby in 1975 and Shawn Kemp in 1989.

Unlike some of his contemporaries, what kept Davis from approaching a Cooperstown career wasn’t personal or legal troubles or a lack of talent; it was a flurry of injuries. From a knee injury suffered as a rookie while sliding to the torn rotator cuff with the Cardinals, Davis was a veritable encyclopedia of maladies. (For a comprehensive listing of his dings and scrapes – and for a great look back on Davis’ career – be sure to check out Norm King’s SABR Bio of Davis.) Some of them were of the ordinary variety, such as an assortment of leg injuries that cut short almost every one of his age 24-28 peak seasons, a broken collarbone diving in the outfield, and multiple shoulder ailments.

Others were less typical, as when Davis lacerated his kidney and ended up in intensive care and endured a month-long hospital stay. Spinal problems, which ruined his 1994 long before the strike ended the season, initially led Davis to announce his retirement at age 32. Just a year after his extremely successful 1996 comeback with the Cincinnati Reds (.287/.394/.523, 26 homers, 3.4 WAR in 129 games), he was diagnosed with colon cancer. Davis spent the second half of the 1997 season recovering from having a portion of his colon, along with a tumor the size of a baseball, removed but still returned to the Baltimore Orioles and hit .327/.388/.592 in his last real full season in the majors. By this point, he was a part-time right fielder/designated hitter, with his days in center field wisely consigned to the past. Read the rest of this entry »


How Optimistic Are You That the Season Will Be Played? (Round 3)

Since the end of March, we’ve been tracking reader sentiment regarding the potential for an upcoming season. It’s been two weeks since the last round of polling, so here are the questions again; these are the same as our initial set. Hopefully your answers will reveal how sentiment has changed (or not) over time.

Thank you for your time and assistance. We will report back with the results.














COVID-19 Roundup: MiLB Reportedly Willing To Concede Loss of Teams

This is the latest installment of a series in which the FanGraphs staff rounds up the latest developments regarding the COVID-19 virus’ effect on baseball.

MiLB Is Closer to Accepting Contraction in Wake of Pandemic

Small baseball communities around the country were delivered a bit of a gut punch on Tuesday, when Baseball America’s J.J. Cooper reported that Minor League Baseball is nearing an agreement with Major League Baseball that would result in the loss of 40 affiliated teams. The Associated Press put out a similar report Tuesday, while Minor League Baseball itself released the following statement.

The statement seems intended to temper public reaction, though it doesn’t exactly reaffirm MiLB’s commitment to keeping the total number of affiliated teams at 160 (MLB’s proposal would reduce the number to 120). MLB’s proposal was first introduced back in October, with the league claiming it would help teams boost minor leaguers’ pay, as well as improve their quality of life by reducing travel distances and guaranteeing higher-quality facilities. Public reaction to the plan, however, decried it for what it more appeared to be — a money-saving move for the league and the owners. But advancing that goal would result in far fewer players having a place in affiliated professional baseball, not to mention the millions of Americans who would find themselves without reasonable in-person access to the sport itself, as Meg Rowley and Ben Clemens wrote about for this site in November.

But the entire professional baseball landscape looks much different now than it did a few months ago. The impact of the lost revenues of months, and possibly an entire season, of baseball is making itself felt at the major league level. The circumstances are much more dire for minor league teams, which are suddenly under threat of extinction not only from the commissioner’s office but the COVID-19 pandemic as well. As a new Professional Baseball Agreement is negotiated, MiLB could place enough value in insuring the long-term security of existing teams that it is willing to accept contraction for those on the chopping block. Read the rest of this entry »


If I Could Be Transported to Any Season in Baseball History…

The question got my attention, no doubt because the man asking it was a friend who had tagged me among some esteemed company when he posted it to Twitter. “You can be transported to any baseball season in history,” wrote Jon Weisman, the longtime proprietor of Dodger Thoughts and the author of two books about the team’s history. “Once transported, you will not know what has happened — you will experience it all unfold in real time. Which season do you pick?”

Elsewhere within his series of tweets, Weisman laid out the dilemma at hand: “whether to relive a season you adored, or newly experience a season you would adore.”

In the midst of making dinner, I resisted the temptation to fire off a knee-jerk response. When hypothetical baseball time travel is involved, it’s important not to go off half-cocked, particularly when you can write about it.

I turned 50 years old in December. My storehouse of baseball memories goes back to 1978, the year I learned to read box scores. While a few years during college are faint — I didn’t see a lick of the 1990 World Series, though I do remember participating in some fantasy team-by-mail contest that year, seven years before joining my first online fantasy league — that’s a storehouse of 42 seasons worth of baseball, some of which I would consider reliving if given the chance, not just because of the World Series winners but the quality of the pennant races, with record-setters and Hall of Famers also figuring into the calculus. Read the rest of this entry »