Archive for Daily Graphings

Consider the LOBster

Jerome Miron-USA TODAY Sports

You can picture it in your mind. A runner on first, a single into the gap — it’s first and third with one out, and it’s time to fret. Having a runner on third base with less than two outs is secretly one of the most stressful moments in an average baseball game. Success feels like it should be automatic, but of course it isn’t. Failing to get that runner home always feels like a moral failing, some elemental lack on the part of the batting team. It’s so easy! No hits necessary. Just put your mind to it and do it.

Depending on who you watch baseball with, you might hear this cast as old school versus new school, but I don’t think that’s fair. It’s been a part of baseball since time immemorial. You don’t have to remember baseball from the 1970s to get annoyed by a strikeout or pop up that leads to your team trudging dejectedly back to the dugout. And even if you’re young enough that you got your first cell phone before your 10th birthday, the sweet relief of a clean single with two outs to rescue that poor, potentially stranded soul on third base feels great.

For such a central part of the baseball viewing experience, I’m woefully underinformed about the statistics of that particular pivot point. Do teams score that runner a lot of the time? Rarely? How much has it changed over time? Which team is the worst at it in baseball this year? The best? I couldn’t tell you the answer to any of those questions, so I set out to find them. Read the rest of this entry »


Fernando Tatis Jr.’s Defensive Rebirth Paints Path to MVP Future

Fernando Tatis Jr
Orlando Ramirez-USA TODAY Sports

If I have one criticism of Shohei Ohtani, it’s that he has singlehandedly ruined baseball’s great parlor discussions. Admittedly, this is the only valid criticism of Ohtani that I can think of. But questions like “Which player would you want to start a franchise with?” or “Who’s the most talented ballplayer you’ve ever seen?” are so much less fun now than they were a decade ago. First person to answer just says, “Ohtani,” and there’s a brief but grave silence until someone pipes up and asks if anyone is watching the new season of Billions.

Setting Ohtani aside, Fernando Tatis Jr. would be on my short list of most talented or dynamic baseball players I’ve had the good fortune to witness. In the past, I’d compared his physicality to that of a 3–4 outside linebacker, but watching him scramble around the diamond is like watching an alien who’s holding something in reserve so he doesn’t get outed by the humans. If that is his goal, Tatis is not doing a great job of blending in.

Read the rest of this entry »


Checking In on the NL MVP Race: Can Anyone Catch Ronald Acuña Jr.?

Ronald Acuña Jr.
Brett Davis-USA TODAY Sports

June 23, 2023, was a rough day for the Braves. They scored 10 runs but gave up 11 in a hard-fought battle with the Reds. It was the first time they’d given up more than ten runs all season, and the first time they’d scored double-digit runs and still lost in over a year. They blew two leads and couldn’t quite pull off the comeback at the end of the night.

Yet in the grand scheme of things, June 23, 2023, was an insignificant day for the Braves. By that point in the season, their playoff odds were 99.5%. Sure, they lost the game, but it was one of only four losses they would suffer all month. They went on to win the series and sweep their next two, increasing their playoff odds to 100% within the week. The Braves have about as much reason to worry about losses as I have to worry about werewolf attacks. It’s not worth agonizing over something that only happens once in a blue moon.

But for one particular Brave, June 23, 2023, was an excellent day. Ronald Acuña Jr. went 3-for-5 with a home run and a stolen base. He made a great catch, too, covering 78 feet in 4.6 seconds to rob Tyler Stephenson of a hit. The following morning, he rose to first place in the National League in WAR, a position he has held ever since.

First place on the WAR leaderboard isn’t necessarily meaningfully different from second, third, or even fourth. At times, Acuña’s lead was so slight that you had to add another decimal place just to see it. Still, leading the league for 53 days (and counting) is an impressive accomplishment. Plenty of guys can get hot and amass a high WAR in a short stretch, but maintaining such a high degree of excellence over eight weeks is something else. Four others occupied second place in that time, and nine shuffled through spots three to five. But Acuña has yet to give up his lead. Read the rest of this entry »


Triston Casas Embraces the Science of Hitting

Triston Casas
Brian Fluharty-USA TODAY Sports

Triston Casas is a studious hitter. He’s also an impactful one, as evidenced by his 19 home runs and 124 wRC+ — this after an abysmal April and a less than stellar May — in his first full big-league season. At age 23, the 6-foot-4, 250-pound first baseman profiles as a cornerstone in the Red Sox lineup. As our lead prospect analyst Eric Longenhagen wrote back in June, the left-handed-hitting slugger “should become a middle-of-the-order force capable of hitting 35-plus annual homers.”

Casas, whom Boston drafted with the No. 28 pick in 2018 out of Plantation, Florida’s American Heritage High School, discussed his scientific approach to hitting prior to a recent game at Fenway Park.

———

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

Triston Casas: “It’s more of a science. There are numbers involved that can help you, and if you know how to use them accurately, they can pretty much give you a formula for how to have the most success at the plate. Every pitch has a certain characteristic based off the vertical and horizontal movement and the vertical entry angle. Your swing has a certain attack angle into the zone that has to match that pitch characteristic. If it does perfectly, you’re going to have a really good result. More importantly, if you match it, you don’t have to be perfect in terms of the timing, because you’re matching that plane.”

Laurila: A lot of hitters I’ve talked to, including Justin Turner just recently, have stressed the importance of timing.

Casas: “I think hitting is more about being on plane. To me, on plane means matching the plane of the pitch coming into the zone. Being on plane gives you a lot of margin for error. If your swing is too direct or too steep, your timing is going to have to be perfect to match the vertical entry angle of the ball into the zone, as opposed to matching it and being able to hit the ball within that 90-degree angle that allows you to hit it fair.” Read the rest of this entry »


This Is Your Regularly Scheduled Lars Nootbaar Hype Post

Lars Nootbaar
Jeff Curry-USA TODAY Sports

There haven’t been a lot of bright spots in St. Louis this year. The Cardinals are 14 games below .500, owners of the second-worst record in the NL. The bottom has fallen out for the franchise in a way that hasn’t happened in 30 years. I’d hardly blame fans for being a bit checked out; it’s hard to look for silver linings when the rain cloud is this dark.

If you’re so inclined, though, there are always things to be optimistic about. The obvious one: the Cardinals’ offense has performed at a high level despite the poor results. They have an aggregate 111 wRC+ on the year, the fifth-best in baseball, and underlying statistics that match that. As always in St. Louis, it’s an ensemble affair, but three stars stand out atop the WAR leaderboard: Nolan Arenado, Paul Goldschmidt, and Lars Nootbaar.

Wait, Lars Nootbaar? I know what you’re thinking: I’m the chairman of the Nootbaar Nutbar fanclub, and my preposterously biased take should be ignored. But the leaderboards don’t lie: He’s tied with Arenado for the most WAR on the team, and that’s despite a 100-PA deficit caused by early-season injury issues. He has the best wRC+ on the squad. It’s not just smoke and mirrors; Statcast thinks he deserves the vast majority of his production.

In fact, let’s take it just one step further. Nootbaar has flown under the radar on a lot of broad sweeps of the best players in baseball because of two things: he’s not playing at a best-in-game level, and he’s missed a lot of time with injury. That puts him in the vicinity, WAR-leaderboard-wise, with guys who play more but aren’t as good on a rate basis. He’s tied with Luis Arraez, Christian Walker, and Bryson Stott, just to name a few, for 2023 WAR, but he’s played less than any of those guys. So let’s ignore health, just for a minute. Read the rest of this entry »


Kyle Tucker: The Man and His Dream Contract

Kyle Tucker
Brad Penner-USA TODAY Sports

The Astros currently rank third in the American League in runs scored — not an uncommon sight for a franchise that has only been outscored by the Dodgers and Red Sox over the last decade. But they’ve done it with a lineup with some pretty big holes, with half of their eight players with at least 300 plate appearances this season posting an OBP under .300. The team’s offense has been driven this year mainly by four players: Kyle Tucker, Yordan Alvarez, Alex Bregman, and Chas McCormick, with an assist from Yainer Diaz. A year ago, Houston signed Alvarez to a six-year, $115 million contract extension that ensured he would remain in town until the end of the 2028 season. Tucker, though, does not have a long-term deal and is scheduled to hit free agency after the 2025 season. What would a possible deal look like?

There’s certainly interest from the Astros’ side, as there ought to be. The team has discussed an extension with Tucker in the past, though there are no active talks right now. But general manager Dana Brown did use his weekly radio spot in part to discuss making Tucker an “Astro for life,” so some kind of deal coming together is hardly implausible. Read the rest of this entry »


The Dodgers Finally Call Fernando Valenzuela’s Number

Fernando Valenzuela
Jayne Kamin-Oncea-USA TODAY Sports

LOS ANGELES — In an honor that was decades overdue, the Dodgers finally retired Fernando Valenzuela’s number 34 on Friday night at Dodger Stadium. The festivities kicked off Fernandomania Weekend, a three-day celebration of the transcendent superstar’s impact on the franchise, first as a pitcher during his initial 11-season run (1980–90) and then as an analyst on the team’s Spanish-language broadcasts (2003–present). Beyond starring on the field by winning NL Rookie of the Year and Cy Young honors and helping the Dodgers capture a world championship in 1981, Valenzuela emerged as an international cultural icon. He brought generations of Mexican-American and Latino fans to baseball and helped to heal the wounds caused by the building of the very ballpark in which he starred.

Valenzuela’s rise is something of a fairy tale. The youngest of 12 children in a family in Etchohuaquila, Mexico (pop. 150), he was discovered by Dodgers superscout Mike Brito at age 17 and signed the next year (1979). Taught to throw a screwball by Dodgers reliever Bobby Castillo during the 1979 Arizona Instructional League, he went on a dominant run at Double-A San Antonio the following year and was called up to the Dodgers in mid-September. The pudgy and mysterious 19-year-old southpaw spun 17.2 innings of brilliant relief work without allowing an earned run during the heat of a pennant race. He made the team as a starter the following spring, and his career took off when he tossed an Opening Day shutout against the Astros in an emergency start, filling in for an injured Jerry Reuss. He kept putting up zeroes, going 8–0 with seven complete games, five shutouts, and a 0.50 ERA in 72 innings over his first eight starts, drawing outsized crowds in every city where he pitched. Despite speaking barely a word of English, he became an instant celebrity on the strength of a bashful smile, preternatural poise, and impeccable command of his signature pitch, delivered with a distinctive motion that included a skyward gaze at the peak of his windup.

To borrow a metaphor from Erik Sherman, author of the new biography Daybreak at Chavez Ravine, Valenzuela was baseball’s version of the Beatles, a composite of the Fab Four with a universal appeal. He landed on the cover of Sports Illustrated less than two months into his rookie season, an unprecedented event in the magazine’s history. Fernandomania took hold of baseball and survived that summer’s seven-week player strike. In October, the rookie displayed incredible guile, winning two elimination games and preventing the Yankees from taking a 3–0 series lead in the World Series. His Herculean 149-pitch effort in Game 3 turned the tide, helping the Dodgers capture their first championship since 1965. He would play a vital part on two more NL West-winning Dodgers teams and make six All-Star teams before leaving the fold and making stops with half a dozen other major league teams, though he never matched his success in L.A.

On Friday night, a crowd of 49,315 fans, many of them wearing replicas of Valenzuela’s Dodgers and Team Mexico jerseys, showed up early to pay tribute to the beloved pitcher. U.S. senator Alex Padilla, the first Hispanic senator from California; team president and CEO Stan Kasten; retired Dodgers broadcaster Jaime Jarrín, who served as his interpreter during Fernandomania; and former battery-mate Mike Scioscia spoke about Valenzuela’s impact upon the team, the city, and a fan base that expanded radically as it supported him. Sandy Koufax, Julio Urías, and broadcaster Pepe Yñiguez joined them onstage, with broadcaster Charley Steiner serving as master of ceremonies. A mariachi band accompanied a beaming Valenzuela’s walk to the stage. Afterwards, former teammates Orel Hershiser and Manny Mota unveiled the number 34 on the Dodgers Ring of Honor. Read the rest of this entry »


Sunday Notes: Kenley Jansen Looks Back at the 2007 Great Lakes Loons

Kenley Jansen was a 19-year-old catching prospect in the Los Angeles Dodgers organization when he played for the 2007 Great Lakes Loons. Sixteen years and 417 saves later, he looks back at his time in Midland, Michigan fondly. The All-Star closer didn’t hit much — his conversion to the mound in 2009 came for a reason — but the overall experience shaped who he is today.

“I loved everything about that city, man,” said Jansen, a native of Curaçao who also called Midland home in 2008. “It was cold, but probably also my favorite city from my time in the minor leagues. We played at Dow Diamond and that place was packed every night. The fans were great. I lived with Rob Wright and Lori Wright — Danny Wright, too — and I don’t even consider them my host family anymore; they’re part of my family now. I didn’t play very well, but a lot of good things came out of that whole experience. Great Lakes helped transition me from being a kid to being a man.”

The 2007 season was also notable because of his manager and a pair of teammates. Longtime Detroit Tigers backstop Lance Parrish was at the helm of the Midwest League affiliate, the club’s primary catcher was Carlos Santana, and a teenage left-hander was the most-prominent member of the pitching staff. Read the rest of this entry »


Justin Turner On Hitting Heaters

Justin Turner
John Hefti-USA TODAY Sports

Justin Turner has faced a lot of fastballs over the years. Now in his 15th season, and his first with the Boston Red Sox, the 38-year-old infielder has logged 5,597 plate appearances, a good number of them against pitchers with elite heaters. Moreover, he’s had his fair share of success. One of the game’s most-respected hitters, he has a 128 wRC+ to go with a .289/.365/.467 slash line for his career.

Four years after interviewing him for one of the early installments of my Talks Hitting series, I caught up to Turner to focus on one specific aspect of his craft: the art of hitting a fastball.

———

David Laurila: How different is it to prepare for high-velocity fastballs when not all high-velocity fastballs are the same? Does that make sense?

Justin Turner: “It does. There are guys in the game that throw hard and put up big [velocity] numbers, but for whatever reason it doesn’t feel that hard when you’re in the box. There are also guys that don’t throw as hard. but in the box it feels like they’re throwing harder than what the number says. When you get a guy who throws hard and it feels hard, that’s a pretty good combination for their side of it.”

Laurila: Who are some of the pitchers who stand out in those respects?

Turner: “I don’t have a specific example in mind, but there are just some pitchers where you get in the box and… I mean, guys will talk about it. It’s like, ‘Man, that actually feels a little light, it doesn’t feel like 100 [mph].’ I don’t want to call anyone out, trash their fastballs or anything like that.”

Laurila: What about guys where it does feel hard?

Turner:Spencer Strider is a guy that throws hard and it feels hard. Jacob deGrom throws hard and it feels hard. There are guys where the fastball comes out of their hand and it looks like an aspirin. The ball looks smaller because they’re throwing so hard.” Read the rest of this entry »


Pitcher zStats Entering the Homestretch, Part 2 (The Stats!)

Zac Gallen
Nick Wosika-USA TODAY Sports

One of the strange things about projecting baseball players is that even results themselves are small samples. Full seasons result in specific numbers that have minimal predictive value, such as BABIP for pitchers. The predictive value isn’t literally zero; individual seasons form much of the basis of projections, whether math-y ones like ZiPS or simply our personal opinions on how good a player is. But we have to develop tools that improve our ability to explain some of these stats. It’s not enough to know that the number of home runs allowed by a pitcher is volatile; we need to know how and why pitchers allow homers beyond a general sense of pitching poorly or being Jordan Lyles.

Data like that which StatCast provides gives us the ability to get at what’s more elemental, such as exit velocities and launch angles and the like — things that are in themselves more predictive than their end products (the number of homers). StatCast has its own implementation of this kind of exercise in its various “x” stats. ZiPS uses slightly different models with a similar purpose, which I’ve dubbed zStats. (I’m going to make you guess what the z stands for!) The differences in the models can be significant. For example, when talking about grounders, balls hit directly toward the second base bag became singles 48.7% of the time from 2012 to ’19, with 51.0% outs and 0.2% doubles. But grounders hit 16 degrees to the “left” of the bag only became hits 10.6% of the time over the same stretch, and toward the second base side, it was 9.8%. ZiPS uses data like sprint speed when calculating hitter BABIP, because how fast a player is has an effect on BABIP and extra-base hits.

And why is this important and not just number-spinning? Knowing that changes in walk rates, home run rates, and strikeout rates stabilized far quicker than other stats was an important step forward in player valuation. That’s something that’s useful whether you work for a front office, are a hardcore fan, want to make some fantasy league moves, or even just a regular fan who is rooting for your faves. If we improve our knowledge of the basic molecular structure of a walk or a strikeout, then we can find players who are improving or struggling even more quickly, and provide better answers on why a walk rate or a strikeout rate has changed. This is useful data for me in particular because I obviously do a lot of work with projections, but I’m hoping this type of information is interesting to readers beyond that.

Yesterday, I went over how pitchers zStats for the first two months of the season performed over the last two months. Today, we’ll look at the updated data, through the games on August 10. Read the rest of this entry »