Archive for Daily Graphings

Josh Jung Talks Hitting

Josh Jung is the top position player prospect in the Texas Rangers system. He’s also a bona fide hitting nerd. A 23-year-old third baseman who was drafted eighth overall in 2019 out of Texas Tech University, Jung not only embraces analytics, he’s reconfigured his swing and his approach since inking a contract. The results speak for themselves. Splitting his first full professional season between Double-A Round Rock and Triple-A Frisco, Jung slashed .326/.398/.592 with 19 home runs in just 342 plate appearances. His best-in-the-organization wRC+ was a lusty 152.

Jung discussed his data-driven development, which comes with a “train dirty to play clean” mindset, last week over the phone.

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David Laurila: Let’s start with one of my favorite openers: Do you view hitting as more of an art, or as more of a science?

Josh Jung: “It’s both. Trying to be consistent is the art part. When you break it down and go analytical is the science part of it.”

Laurila: Which way would you lean if forced to choose one or the other?

Jung: [Long pause] “Maybe more of an art. Hitting is one of the hardest things to do in the world of sports. If you’re successful three out of 10 times you’re viewed as good, and that doesn’t happen in any other sport, or with any other metric. So I’d have to say it’s pretty much an art.”

Laurila: How would you describe your art? Read the rest of this entry »


Let’s Design a New Line Score

Last Friday, I suggested a change to line scores that I think would go a long way towards updating them for the modern era. I’ve spent quite a bit of time thinking about the broad strokes of the change – how errors and hits are no longer the most useful two data points, and how extra-base hits can tell you a lot about how a game felt.

One thing I couldn’t do before last Friday: get thousands of passionate baseball fans to read my idea and suggest changes. I still like my idea – one-base hits and extra-base hits instead of hits and errors – but I liked tons of the suggestions that I received in the comments as well. Rather than rule by fiat, I thought it would be interesting to poll the same people who came up with all these great ideas on which one they like best.

To demonstrate each of the possible scoring solutions, I’m going to use the contest between the Astros and A’s that led off last Friday’s column. As a reminder, here’s the line score rendered in the current style (courtesy of Baseball Reference):
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Luke Weaver, Again

I have a problem. I can’t stop writing about how good Luke Weaver can be, even as he continues to be just okay. Don’t believe me? The first article I ever wrote was titled “Why is Luke Weaver so Effective?” When he started strong in the 2019 season, I was back on the same nonsense again, this time with “Luke Weaver, Retooled and Reimagined.”

As soon as I wrote that, he strained his forearm and barely pitched again that year. He came back in 2020 and 2021 and scuffled – he managed a 4.53 FIP (4.61 xFIP) in 117.2 innings, but a low strand rate as part of a brutal 2020 led to an aggregate 5.28 ERA. And here I am again, writing about how Weaver can excel in 2022.

Why do I keep doing it? Because I keep believing it! I can tell you truthfully that I think he has the tools to be a second or third starter, even though he’s been more like a fourth or fifth option so far in his career. You might wonder how that’s the case – after all, he’s basically a two-pitch pitcher, he doesn’t throw particularly hard, and his changeup, easily his best pitch, got tattooed in ‘21. I’m here to tell you: you just have to believe.
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Just Throw It Down the Middle

Is throwing a four-seam fastball down the middle a good idea? Regardless of whom you ask, the answer is probably no, and for good reason – the heart of the zone is where the majority of hard contact occurs, and fastballs are the most contact-prone of any pitch type. This disdain is rooted in our baseball lexicon, too. You’ll notice that after a ball is hit out of the park, broadcasters tend to remark that the pitcher “left one over the middle” or “hung his fastball.” The location is often to blame.

That doesn’t stop pitchers from trying, though. That’s not always because they want to – command comes and goes, after all – but it’s also because hitting a baseball is extremely difficult. Swings and misses happen! Bad contact happens! In each season since 2015, when Statcast data became public, hitters have accumulated a negative run value against down-the-middle fastballs. They’re still in the red despite seeing easier pitches. Though no pitcher would want to live solely in the middle, it makes sense why one might venture there.

But 2021 brought changes to the majors, and this is one of them: Hitters did worse against so-called meatballs than ever before. Here’s a graph that shows the league’s run value per 100 against fastballs in Baseball Savant’s “Heart” zone. Again, 2015 is the starting point:

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Sunday Notes: José Cruz Sr. is in The Hall of Very Good (and Throws a Great BP)

José Cruz Sr. had an outstanding career. Playing for three teams — most notably the Houston Astros — from 1970-1988, the Puerto Rico-born outfielder logged 2,251 hits while putting up a 119 wRC+ and 50.8 WAR. As his grandson, Detroit Tigers infield prospect Trei Cruz put it, the family patriarch may not be a Hall of Famer, but he is in “The Hall of Very Good.”

Moreover, the father of 1997-2008 big-leaguer José Cruz Jr. is a 74-year-old in a younger man’s body.

“He has more energy than anybody I’ve ever met in my life,” explained Trei, who calls Houston home and is No. 14 on our 2022 Tigers Top Prospect list. “I actually work with him, every single day. He throws BP for hours, and it’s some of the best left-handed BP you’ll ever see. He’s got a lot of life in his arm — he’ll really chuck it in there — and along with gas he’ll mix in sliders and changeups. Guys actually come to hit with me, because his BP is so good. He’s amazing, man. I don’t know how he does it.”

The smooth left-handed-stroke that produced 650 extra-base hits is still there, as well. The septuagenarian may not be able to catch up to mid-90s heat anymore, but he hasn’t forgotten what to do with a bat in his hands. According to Trei, his abuelo isn’t shy about standing in the box when the situation calls for it. Read the rest of this entry »


Errors and Omissions: Fixing the Line Score

Admit it: you don’t like line scores. If you look at them, it’s only in passing, or to make yourself a little angry (the indignant kind) after a game your team lost. Nine hits, and we only scored two runs?!? The other team scored four runs on four hits?!? There ain’t no justice. They even made an error, and we kept a clean sheet! How could this have happened?

Of course, if you weren’t looking at a line score, you probably wouldn’t make either of those complaints, because it’s unlikely that which team made an error had that much of a bearing on the outcome. And that’s a shame, because the line score should be a great source of information. It’s an ingenious construction – tons of data conveyed in a compressed format. The inning-by-inning scoreline gives you the dramatic beats of the game – who scored when, whether it was a comeback or a wire-to-wire romp, and so on. The smattering of information on the right tells you roughly how the runs scored with great efficiency.

Or at least, it should tell you how the runs scored. The problem is, it really doesn’t. Take this one (courtesy of Baseball Reference), from an April 1 tilt between the Astros and Athletics:

The Astros barely out-hit the A’s. They played atrocious defense. They won by seven runs anyway. That’s because a single and a double (or a triple or a home run) count the same under “hits.” Meanwhile walks don’t count anywhere but errors, which occur far less frequently than walks and produce similar results, take up a third of the available real estate. Home runs matter more than either, and are nowhere to be found. Let’s look at a more complete tale of the tape for this game:

Events in A’s-Astros Game
Team 1B 2B 3B HR BB HBP ROE
Astros 4 3 0 2 6 2 0
Athletics 4 2 0 0 3 1 2

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Falling Asleep To Fake Baseball

“I have trouble sleeping,” is how the Chicago-based media producer who goes by Mr. King starts to explain his latest venture.

It’s a radio broadcast of a baseball game. It’s completely fictional. And it’s designed to put you to sleep. “I make dumb YouTube videos and now the world’s best fake baseball podcast,” Mr. King joked.

Northwoods Baseball Sleep Radio: Big Rapids Timbers vs. The Cadillac Cars

“I experimented with listening to podcasts and white noise, and I found I liked to fall asleep by listening to a west coast game that I didn’t really care about,” Mr. King continued. “But I would always get jarred by the commercials suddenly yelling at you about a Ford F-150 or something.” And thus, he struck upon an idea: “What if there was a baseball game you could listen to, and there was no yelling, commercials at the same audio level, and you could actually fall asleep to it?”

“It’s a terribly weird idea, and I just went for it,” he said.

That’s how Northwoods Baseball Sleep Radio was born. The domain of sleepbaseball.com was registered, and the first game was produced. As for using the name of an existing league, that was unintentional … maybe. “I did know that there was a real Northwoods League at one time, but then I forgot about it, and then realized it again when I went to register a domain,” Mr. King explained. “I’m hoping not to get sued, or maybe I am, as I can then own the real Northwoods League and that will be part of my empire.” Read the rest of this entry »


Aaron Nola Throws Two (Ish) Fastballs

Let’s start this one with the basics. What’s a four-seamer, and what’s a sinker? At their core, they’re both fastballs; the main difference between the two is in the grip. Place the seams perpendicular to your index and middle fingers? That’s a four-seamer – each finger crosses two seams. Place the seams parallel to the fingers? It’s a two-seamer or sinker – one seam per finger.

Of course, you could also define them by their movement. Does it have a ton of tail and not much ride? It’s a sinker. Does it mainly fight gravity with backspin, paired with far less tail? It’s a four-seamer. If you think of archetypical examples of each, it’s easy to tell the difference. Think Clayton Kershaw’s four-seamer – all backspin – and Adam Wainwright’s sinker – boring in on righties’ hands and knees.

Real life doesn’t operate in archetypes, though. Real life is messy. Statcast doesn’t get to stop the game after each pitch and ask a pitcher what he threw, and not every fastball is a textbook definition of its type. Plenty of pitchers throw both varieties of fastball, and they can look extremely similar, even with the benefit of high-speed cameras and piles of pitch data.

Want a practical example? You’re in luck – or, well, not really. I’ve walked you into wanting a practical example with my introduction, and that’s on purpose, because today I want to talk about Aaron Nola’s two fastballs. Nola, like many pitchers, throws a sinker and a four-seamer. Like many pitchers, he releases them from a consistent arm slot – a remarkably consistent arm slot, in fact:
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A Conversation With Arizona Diamondbacks Prospect Ryne Nelson

Ryne Nelson emerged as the top pitching prospect in the Arizona Diamondbacks system in 2021. A second-round selection in 2019 out of the University of Oregon, the 23-year-old right-hander was named the organization’s Minor League Pitcher of the Year after logging a 3.17 ERA — with 163 strikeouts in 116-and-a-third innings — between High-A Hillsboro and Double-A Amarillo. Mixing and matching a riding fastball with a trio of solid secondaries, Nelson held opposing hitters to a .206 batting average and a .644 OPS. He issued just 40 free passes.

Originally a two-way player before becoming a closer at Oregon, the 6-foot-3, 180 pound Henderson, Nevada native transitioned into a starting role upon entering pro ball. Nelson — No. 5 on our newly-released Diamondbacks Top Prospects list — discussed his development, as well as his 2020 eye surgery, via phone earlier this week.

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David Laurila: Let’s start with a self scouting report. Who are you as a pitcher?

Ryne Nelson: “I would say that I’m aggressive in the zone, and I like to change speeds and eye levels.”

Laurila: Do you identify as a power pitcher?

Nelson: “I like to think so. I mean, ‘power pitcher’ is kind of changing nowadays — you’ve got to be up in the triple digits to be a power pitcher — but I do pitch off of my fastball.” Read the rest of this entry »


Reviewing the KBO Offseason: Part 2

This is Part 2 of my recap of what happened this winter in the KBO, a league that saw a flurry of signings that changed the outlooks of several teams heading into the 2022 season. Part 1 can be found here, featuring analysis of the KT Wiz, Samsung Lions, LG Twins, Doosan Bears, and Kiwoom Heroes. Part 2 will cover the remaining five teams: Landers, Dinos, Giants, Tigers, and Eagles.

Team Notes

SSG Landers
Shin-Soo Choo 추신수 signed a highly publicized one-year deal with the Landers last season and proceeded to do what he does best: get on base. His .409 on-base percentage last season ranked sixth among qualified KBO hitters, and he took advantage of all those trips to first base by swiping 25 bags, which also ranked sixth. Choo didn’t generate the monstrous home run totals some Korean fans expected of him, but power was never his strongest suit. Instead, he’ll be an excellent leadoff hitter for the Landers for an additional year.

Also returning is Wilmer Font 폰트, a righty with mesmerizing stuff but a lack of consistency. He’ll fan nine or ten batters with ease when he’s on but will otherwise rack up pitch counts with substandard command, often failing to go beyond the fifth inning. He has the potential to dominate the KBO, though, which is why the Landers are committed to him once more. Count me in as well. I’m hoping Font gains trust in his stuff and starts locating more in the zone — even down the pipe. Few would have a chance. Lastly, because KBO players can now sign multi-year contracts in non–free-agent years, right-handers Jong-hun Park 박종훈 and Seung-won Moon 문승원, and outfielder Yoo-seom Han 한유섬 all agreed to five-year extensions.

As for newcomers, Kevin Cron is arriving to replace Jamie Romak 로맥, who served as the Landers’ (and formerly Wyverns’) first baseman for five seasons. Cron enters Korea with an eye-popping resume, including a .329/.446/.777 Triple-A line in 2019, but it’s worth noting he played in the Pacific Coast League, where offense skyrockets due to the hitter-friendly parks and the introduction of those bouncy, bouncy balls back in 2019. His NPB stint was lackluster (.239/.296/.433 in 95 games), which raises further concerns. But Cron is still 28, and the upside is enormous; 30-or-so home runs seem reasonable to expect from his rookie KBO season.

If asked to guess before this offseason which pitcher the Landers would sign, I legitimately think it would have taken 50 attempts for Iván Nova’s name to pop up. It’s just rare for a pitcher his age with his pedigree to consider baseball in Korea. But why even pursue him, anyways? Well, his average fastball velocity in 2020 was still a robust 92.7 mph, and he’s a groundball machine with decent walk rates that might be effective in the KBO. Nova is also 35, however, so there are clear pros and cons. All in all, he has enough positive qualities that he should end up a reliable contributor to the Landers, who barely missed the playoffs last season.
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