Author Archive

Let’s Manage the Brewers!

There’s no baseball right now. Heck, there’s no anything right now; Joe Buck is offering to do play-by-play of domestic chores:

But if you’re in the mood for some baseball, you’re in luck. Brad Johnson of RotoGraphs has organized a 30-person Out Of The Park league with human managers for every team. Partially, some of the fun will be providing updates and talking about team strategy. Candidly, we’re all looking for something to write about, and describing the machinations of our very own team is too good to pass up.

But we can do more. I’m managing the Milwaukee Brewers. Rather than simply tell readers what my team is doing, I’m opening it up to the crowd. We, as a FanGraphs community, will be running the Brewers. Maybe it will work well. Maybe it’ll be a disaster. Either way, though, I think it’ll be a lot of fun.

I’m going to lay out a few ground rules. You’re not getting to vote on whether we should trade Christian Yelich for a bag of nickels. We shouldn’t. There’s no point in taking a vote on that. And we’re not going to legislate the overall direction of the team — we, the Brewers front office, are going to operate under budget constraints while attempting to make the playoffs in a competitive NL Central. Read the rest of this entry »


First Pitch Follies

One of the joys of baseball, and sports in general, is that the narrative arc of the game isn’t preordained. You can’t know when the most important pitch of the game will be before the game starts. This isn’t a TV procedural, where nothing decisive can happen in the first 20 minutes. The visiting team might go up 3-0 in the first inning and never relinquish the lead, or they might rally furiously from down five only to lose in the bottom of the ninth.

Even though the most exciting pitch of the game isn’t a given, one thing more or less is: the first pitch of a game won’t be the most exciting one. That’s partially due to the rules of baseball — no one is on base, and most at-bats take more than one pitch — but the first pitch is unique in its own way. For one, no one swings. Combining the first pitches thrown by each starter in a game, batters swing at 23% of offerings, significantly lower than the 29% overall swing rate on 0-0 counts.

Secondly, it’s almost always a fastball. Sam Miller delved into the thinking behind game-opening fastballs, and pretty much everything from his piece still holds. Pitchers throw fastballs because batters don’t swing, and batters don’t swing because they already don’t swing much on 0-0, and particularly so when they haven’t seen the pitcher throw anything yet.

But batters aren’t static opponents. In 2010, they swung at 25.1% of 0-0 pitches. In 2019, that number was a meaty 29.4%. Strikeouts are rising, pitchers are fastball-happy on 0-0 counts, and batters increasingly can’t afford to hang around waiting for something to hit given the decline in overall fastball usage. Read the rest of this entry »


A Dubious Distinction for Yuli Gurriel

The worst thing you can do when you put a ball in play is hit a popup. That’s the worst thing usually, at least: right now, the worst thing you can do is be playing baseball at all, because you plus the opposing team makes 10 people, you jerk. But most times, it’s hitting a popup.

You’ve seen the reasoning for this before, but I’ll quickly lay it out again. When you hit a popup, you don’t reach base. Per Baseball Savant, balls hit with a launch angle of 50 degrees or higher produced a wOBA of .016 in 2019. Given that an out is worth 0 and league-average wOBA is .324, that’s pretty close to being an automatic out. Want it in a triple slash line? If you hit the ball at a 50 degree angle or higher, you bat .015/.015/.022. That’s ugly.

There’s good news, however. Want to avoid popping up and slamming your bat to the ground in disgust? There’s a simple solution: avoid swinging at high pitches. I’m no physicist, but the relationship between high pitches and popups seems straightforward. Your bat is likely to contact the ball from below, there’s some angle-of-incidence angle-of-reflection magic, and bam, Eric Hosmer is camping under the ball. Either that or you get some Alex Bregman magic:

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COVID-19 Roundup: Shortened Seasons

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

Given the speed with which national guidelines on COVID-19 are changing, you could be forgiven for not keeping up with its implications for baseball. Since last Friday, the CDC has recommended avoiding gatherings of 50 or more people for the next eight weeks and the White House asked the country to avoid groups of 10 or more, keep kids home where possible, and avoid eating and drinking in public for the next 15 days.

Meanwhile, major metropolitan areas are settling in for the long haul. The Bay Area announced a Shelter In Place policy on Monday, and New York closed restaurants, bars, and schools until at least April 20; Washington state has announced similar closures of gathering places, with schools set to remain closed until at least April 24. The state of Ohio did the same on Sunday, and Oregon has already followed suit.

So what’s a roundup of baseball news items against that backdrop? It’s insignificant, really. But here we are, on a baseball website, and COVID-19 continues to affect the game. Here are the baseball-related coronavirus stories from the past day. Read the rest of this entry »


Plate Discipline, in One Number

How do you describe a batter’s plate discipline? I sometimes struggle with it. I might describe their walk rate and strikeout rate, maybe add in something about how often they swing. I’m never sure how much to weight walk rate and how much to care about strikeouts. How does someone with a 25% strikeout rate and 10% walk rate compare to someone with a 20% strikeout rate and a 7% walk rate?

What about Anthony Rizzo? He gets on base without swinging the bat fairly often, but it doesn’t show up in his walk rate, only in bags of ice and bruises. Getting hit by a pitch is marginally more valuable than a walk if you listen to our linear weights (because walks happen more often when there are bases open, while HBP tend to be random), but it doesn’t show up in the “plate discipline” numbers we’re used to looking at.

I’ve danced around this concept a few times here at FanGraphs. When I wrote about Joey Gallo’s new approach, I touched on how his strikeout and walk rates related to how good he needed to be on contact to succeed. When I wrote about Luis Arraez’s unique talents, I framed his walks and strikeouts in terms of what it meant for the rest of his contact. Behind the scenes, I’ve been using a standardized version of this calculation for quite a while. Today, with no baseball coming to save us, it’s time to explain my method.
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Ben Clemens FanGraphs Chat – 3/16/20

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Baseball Hunkers Down

Yesterday, Major League Baseball delayed the start of the regular season. The decision, in retrospect, was an easy one: every major sport is now shut down. It’s a public safety concern in addition to a player safety issue, and the combination made it impossible to wait. Opening Day has been postponed by at least two weeks, and May might be a more realistic start date.

In their understandable haste to delay the season, MLB left some loose ends. Today, they’ve started to address those. Yesterday, players were simply waiting at team facilities, unsure of next steps. Some spring training games were played even after the announcement that the season would be delayed indefinitely. Teams had no games, but there was no official announcement of what their players would do.

Today, the league eliminated the confusion. Spring training facilities league-wide will be shuttered by mutual agreement of the commissioner and the player’s union:

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Breaking News: Strikeouts Are Bad

When I first learned about a mysterious cabal of smart nerds who were analyzing baseball, I took the words I got from them as though passed down from heaven. I read Moneyball, of course. But I also read about DIPS theory, wOBA, and whatever else I could get my hands on. I read The Book so many times I wore it out and had to buy a new copy. It felt like there were cheat codes just under the surface of the sport that someone was highlighting for me.

Many of those lessons from 15 years ago are still kicking around in my head. I’m skeptical of BABIP-driven hitters, perhaps more skeptical than I should be. I dismiss batters with anomalous platoon splits, even if there’s something about them that really does make them unique. And recently I realized that I might be misunderstanding the signaling value of strikeout rate.

Back in the early 2000s, batters who struck out more hit better. That sounds counterintuitive, because strikeouts are bad. It’s actually not that weird though. Barry Bonds struck out more than Ozzie Smith in his career, just to pick two illustrative examples. Bonds isn’t even a great example, because his batting eye was otherworldly. Alex Rodriguez struck out twice as often as Omar Vizquel.

The popular opinion was that strikeouts weren’t really a negative indicator. A strikeout was bad, sure, but it was often a hidden indicator of some positive process under the hood. No one would say that being sore is good for your health, and yet people in great shape are probably sore more often than sedentary types, what with all the exercising. Amount of time spent being sore very likely has a positive correlation with health.
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Luis Arraez, Sui Generis

The 2019 Minnesota Twins hit, roughly speaking, all of the home runs. That’s not precisely accurate of course, but it’s close enough for government work; they set an all-time record for home runs. Of the 12 Twins who came to the plate 300 times in 2019, 11 hit 10 or more bombs. Bomba Squad isn’t just a nickname; it’s an accurate description of a team filled to the brim with home run hitters.

This article is about that 12th Twin. Luis Arraez had 366 plate appearances last year. He hit just four home runs. That was the sixth-lowest home run total among players with 350 or more PA, and the names below him aren’t inspiring; Billy Hamilton, Tony Wolters, Yolmer Sánchez, Nicky Lopez, and Dee Gordon weren’t exactly offensive powerhouses.

All told, only 29 batters hit less than 10 home runs in 350 or more plate appearances. That reflects the democratization of home runs, but it also means that it’s difficult to contribute offensively without dingers. In fact, 27 of those 29 players had a wRC+ below 100. The only two exceptions? Nick Markakis, who squeaked over the finish line with nine bombs and a 102 wRC+ — and Arraez, who batted .334/.399/.439 on his way to a scintillating 125 wRC+.

It’s not weird, not even a little bit, that players who don’t hit home runs are generally bad at offense. There’s no single outcome as helpful to a team’s cause as a home run. If you had to predict a player’s offensive output and you could only have access to one outcome type, you’d pick home runs, right? Walks might be okay, and doubles might be as well, but singles? Triples? Heck, throw in BABIP and strikeouts if you want. Nothing comes close to home runs. Read the rest of this entry »


You’ve Never Heard of Jonathan Hernández, but Maybe You Should Have

You shouldn’t trust spring training statistics. Opposition quality is, to put it kindly, uneven. Non-roster invitees and overmatched minor leaguers get their turns in the spotlight. A home run off Johnny Washedup or Mike Minorleague isn’t the same as one off a fifth starter, let alone Gerrit Cole.

So of course, today I want to talk about an off-the-radar reliever putting up good numbers in spring training. “But Ben,” you might say. “Did you read the paragraph that you yourself just wrote?” Good point, conveniently voiced reader. But here’s a trick to writing about spring training performances that might stick. I want to talk about Jonathan Hernández. And while he’s looked sharp this year, I want to talk about him not because he’s been good for the last month but because I think he was already good.

An origin story is in order. Hernández signed with the Rangers as an international free agent in 2013, when the Rangers were the unquestioned best team at finding international talent. He slowly but surely climbed the minor league ranks as a starter. His sinker/slider combination was good enough to tread water, but never dominant.

Early in his career, he’d shown excellent command. As he ascended the minors, he added exciting velocity to the sinker. But the command waned as the velocity increased, a classic tradeoff. In 2018, he walked 13% of the batters he faced in Double-A. We put him 19th on the Rangers prospect list heading into 2019, reflecting excitement about his velocity and concerns about a relief role. Read the rest of this entry »