Archive for Daily Graphings

Confessions of a Baseball Analytics Writer

© Steven Branscombe-USA TODAY Sports

Jack Leiter will always have a special place in my heart. The Rangers’ top pitching prospect was the subject of the very first article I wrote for FanGraphs, which talked about, among other things, the unbelievable carry on his fastball and how it could lead him to big-league success. But we haven’t checked in on Leiter in a while, and well, his Double-A numbers have been ghastly: a 6.24 ERA in 53.1 innings pitched has somewhat muted the hype surrounding the righty. Though it doesn’t really change our outlook on Leiter, it’s still unsettling to see.

Part of that has been his inability to throw strikes, as Leiter is issuing well over five walks per nine innings. But more importantly, Leiter has lost a significant amount of his signature fastball ride in pro ball. Statcast data was available for this year’s Futures Game, during which Leiter’s dozen or so fastballs averaged 16.1 inches of vertical break – a far cry from the 19.9 inches I calculated in that debut article using TrackMan data. It could be a small sample quirk, and yet, the general industry consensus is that Leiter’s fastball is no longer transcendent. That’s a genuine problem.

What might the reason be? Maybe Vanderbilt’s TrackMan device wasn’t properly calibrated (as suggested by Mason McRae), leading to imprecise readings. But if that’s true (and maybe it isn’t), how could we verify it? What I came up with this: Using velocity, spin rate, and spin axis data from the 2021 NCAA Division-I baseball season, I built a model that estimates the vertical break of four-seam fastballs from righty pitchers. Once completed, I grouped the data by the pitcher’s team and looked at which schools over- or under-shot the model. Those with the largest residuals, in theory, are prime suspects for having miscalibrated TrackMan devices. Read the rest of this entry »


Kevin Gausman on Alek Manoah, Alek Manoah on Kevin Gausman

Alek Manoah
Jayne Kamin-Oncea-USA TODAY Sports

The Toronto Blue Jays have two of the best pitchers in baseball this season. Kevin Gausman possesses a 3.00 ERA and a 1.99 FIP to go with 116 strikeouts in 99 innings. Alek Manoah boasts a 2.24 ERA and a 3.34 FIP with 110 strikeouts in 120.2 innings. The latter pitched a scoreless inning in last week’s All-Star Game; the former, who surprisingly was not named to the squad, has arguably out-performed his teammate.

Each of the two garnered wins over the weekend. On Friday, Gausman ran his hard-luck record to 7–7, fanning 10 batters over five innings in Toronto’s 28–5 rout of the Red Sox at Fenway Park. On Saturday, Manoah allowed one run over six innings, striking out seven Boston batters along the way, to raise his record to 11–4.

On Sunday, I asked the right-handers about each other. In short, why is the other one of the best pitchers in baseball?

“I would say his character,” Manoah said of Gausman. “His character, his competitiveness, the way he goes about his work every day. He’s had his teeth punched out before, and he’s found ways to get back to the top. So I think his resilience is big. There’s also his ability to adjust from pitch to pitch, from lineup to lineup. He’s very strategic. Read the rest of this entry »


Mets Beef Up Their Roster With Daniel Vogelbach and Michael Perez

Daniel Vogelbach
Vincent Carchietta-USA TODAY Sports

In what has been a relatively quiet July so far on the trade front, the Mets made two minor trades over the weekend, both with the Pirates. First, they picked up designated hitter Daniel Vogelbach in return for reliever Colin Holderman. In a separate transaction, Pittsburgh also sent catcher Michael Perez to Queens in return for the team’s favorite kind of player: cash.

As a power-and-walks hitter without much defensive value, Vogelbach was not a favorite of prospect-watchers, but the internet at least partially fell in love with him due to his Rubens-esque proportions. While his major league career hasn’t exactly resulted in any Large Adult MVP memes, he’s established himself in the big leagues as a power-hitting DH, albeit one with a fairly limited role. You don’t want him in a game against a left-handed pitcher, and ideally, you don’t want him standing in the field with a glove, either. If you need a part-time DH who can also come off the bench and ruin a right-handed reliever’s evening, though, then Vogelbach is your man. His .228/.338/.430 triple-slash in Pittsburgh is hardly eye-popping, but in 2022, that’s enough to get you a perfectly serviceable wRC+ of 118.

As a Met, Vogelbach’s line should look even better than that, as he’s joined a team that has less of a reason to let him face lefties. With an extremely thin roster, the Pirates started him 14 times against left-handed starters, about 40% of the time. They had no lefty-masher on hand to serve as a complement to Vogelbach, and when he wasn’t starting, they regularly turned to Yoshi Tsutsugo, another left-handed hitter, or used the position to rest other players. The Mets, on the other hand, are quite content to use J.D. Davis against lefties — he’s started all 35 games against them — and appear to have finally decided that his best position is DH. If Dominic Smith had been hitting at all, a trade like this would not have been necessary, but with a .560 OPS this year after last year’s .667, the team is basically at wits’ end when it comes to getting consistent production out of him. I’d actually be surprised if Smith is on the roster after the deadline, and at this point, a divorce may be best for both parties. Read the rest of this entry »


Which Free Agents Have Boosted Their Value the Most?

Willson Contreras
Kamil Krzaczynski-USA TODAY Sports

Compared to the never-ending trudge of MLB’s CBA negotiations this winter, the 2022 season feels like a drag car race; I find it difficult to believe we’re already just two months away from the playoffs. But while playoff-relevant teams and their players are primarily thinking about October right now, it would be a lie if they claimed there was no peeking ahead to free agency. After all, decisions to sign or not sign will be among the most significant that players will make in their professional lives, and the right contract can change the fate of a franchise, for good or ill.

As we reach baseball’s trade deadline, the point of no return, I thought I would enlist ZiPS to the task of projecting which possible free agents have helped their cases this year. After all, the salaries players can expect to get in free agency can change decisions teams make right now. Just to keep everything on an even playing field, the exact order is based on theoretical four-year contracts.

1. Aaron Judge, New York Yankees (+$32 million)

Judge made a massive gamble on himself entering the season by turning down a deal worth $230.5 million over eight years, and while I don’t think there’s any possible season that would have actually catapulted him into the $300 million-plus territory that’s generally populated by younger players playing more crucial positions, he’s done about all he can to make his case. The projection systems all have his mean outlook getting him just over that 50-homer line for the second time in his career, and in a much more difficult environment for home run hitting than existed in 2017.

ZiPS isn’t convinced, though, that Judge is going to do better than the Yankees’ initial offer, and as great as he’s been, I still share that skepticism. He’s establishing a higher baseline for himself from which to decline throughout his 30s, but some of the reasons that hold down his value still remain: he’ll be 31 in 2023, and he’s a corner outfielder. I don’t think there’s any team in baseball that will give Judge more money than the Yankees will be willing to, and I don’t think the Yankees have any intention to offer him $280 million. Feel free to pop back into the comments in six months if I’m wrong!

ZiPS Projection – Aaron Judge
Year BA OBP SLG AB R H 2B 3B HR RBI BB SO SB OPS+ DR WAR
2023 .283 .364 .580 540 106 153 25 0 45 115 70 155 8 151 6 5.6
2024 .282 .362 .575 511 99 144 24 0 42 109 66 147 7 149 6 5.2
2025 .276 .355 .554 493 92 136 23 0 38 99 62 138 7 142 5 4.5
2026 .271 .348 .527 469 83 127 21 0 33 88 57 127 6 134 5 3.7
2027 .265 .338 .497 445 74 118 19 0 28 77 50 114 6 123 4 2.8
2028 .257 .325 .456 417 63 107 17 0 22 64 43 99 5 109 4 1.8
2029 .251 .314 .419 387 54 97 14 0 17 54 36 83 4 97 2 0.9

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Sunday Notes: Toronto’s Hunter Mense Played Pro Ball With a Teenage Giancarlo Stanton

Hunter Mense had some talented teammates during his relatively brief playing career. None were more talented than a teenager who went by one of his middle names. Now the assistant hitting coach for the Toronto Blue Jays, Mense played alongside Giancarlo Cruz Michael Stanton during their time together as Florida Marlins farmhands.

“I knew him as Mike,” Mense said of the the 2022 All-Star Game MVP, who began going by his given first name after reaching the big leagues. “I remember reading about, and him telling me that he could have played D1 basketball or D1 football. He looked more like a D1 football player than he’s ever looked like a baseball player.”

It goes without saying that the Brobdingnagian superstar is a stupendously good baseball player. According to Mense, who doubles as Toronto’s minor-league hitting coordinator, Stanton’s work ethic was off the charts. Wanting to improve defensively, the 6-foot-6, 245-pound outfielder would often “drag a coach out to the field” and have him hit balls in his dirction before batting practice.

Not surprisingly, Stanton also went the extra mile as a hitter. Read the rest of this entry »


Luis Castillo and His Fastball Heat Up as the Trade Deadline Approaches

Luis Castillo
Robert Hanashiro-USA TODAY Sports

With the All-Star break in the rear-view mirror, the eyes of the baseball world turn to the upcoming trade deadline, which is now less than two weeks away. Juan Soto’s sudden availability is dominating the headlines, pushing the rest of the field to the back burner with the focus on the possible blockbuster deal. Still, for the majority of teams who are priced out of the Soto sweepstakes, there’s no shortage of interesting trade candidates to go after over the next few weeks.

For teams looking for pitching help, the top option on the market is almost certainly Luis Castillo. A pair of shoulder injuries to the two other top targets has thrown a wrench into the market; Frankie Montas threw three innings yesterday in his first start since July 3, and Tyler Mahle is scheduled to make his first start off the IL on Sunday. It’s certainly possible either Montas or Mahle (or both) will be dealt in the next few weeks, but teams will understandably be more cautious with them.

Castillo dealt with his own shoulder injury this spring which held him back from making his season debut until May. He wasn’t all that sharp through his first four starts, but he’s turned it on since then, averaging more than six innings per start since and allowing just three total runs across his last four turns. During this recent hot streak, he’s struck out 33 batters (a 30.8% strikeout rate) in 27 innings. In his final start before the midseason break, Castillo held the Yankees to a single run in seven innings, allowing two hits and four walks and striking out eight.

Well known for his fantastic changeup, that pitch hasn’t been nearly as effective as it has been in the past. Over the first five seasons of his career, he ran a 41.2% whiff rate with the pitch, the fifth-highest whiff mark for a changeup during that period. This year, that has fallen to just 25.1%, a career low and the third year in a row it’s dropped. It’s still an effective pitch at limiting hard contact (.305 xwOBAcon), but batters simply aren’t swinging and missing at it as much as they used to.

To combat the slow decline of his changeup, Castillo has turned to his four-seam fastball, throwing his heater more often than his cambio for the first time since 2018:

It’s still a bit of a surprise to see him turn away from his changeup despite its lackluster results this year. That pitch has been such a dominant weapon for him, and he’s relied on it as his primary out pitch for the last three seasons. The biggest reason why he’s turned away from it, though, isn’t because of its loss of effectiveness; it’s because his four-seamer has been better than ever before. Read the rest of this entry »


The Mariners Have Surged Into Contention

© Tim Heitman-USA TODAY Sports

After taking their quest to end their 20-year playoff drought down to the final day of the 2021 season, the Mariners had high hopes for this year, but they mostly sputtered during the first two and a half months of the season, squandering an 11-6 start with separate 1-10 and 2-8 skids. Since June 19, when they were 10 games under .500, they’ve caught fire, winning 22 out of 25 games and entering the All-Star break riding a 14-game winning streak, one that has pushed them into the second American League Wild Card slot with a 51-42 record.

The Mariners aren’t the only AL team that will start the second half with renewed optimism. The Orioles, who have lost at least 108 games in a season three times since 2016, their last season above .500, and appeared headed for another triple-digit loss total through the first quarter of the season, went on a 10-game winning streak starting on July 3, briefly nosing them above .500 for the first time this year. They entered the break 46-46, tied with the White Sox at 3.5 games out of the third Wild Card spot.

The two teams have surged while the Blue Jays and Red Sox have stumbled. While Toronto is still clinging to that last Wild Card spot, at the very least the race has become a four-team fight instead of simply a three-team one, with the AL Central’s second- and third-place teams (the Guardians are only two games behind the Twins, the White Sox three) lurking in the weeds as well, and the Orioles at least showing a pulse. A picture is worth a thousand words:

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Phillies Rookie Matt Vierling Keeps Hitting Simple

© Kyle Ross-USA TODAY Sports

Matt Vierling has been a versatile player for the Philadelphia Phillies this season. Primarily a center fielder, the 25-year-old University of Notre Dame product has also seen action in the outfield corners, as well as at first, second, and third base. He’s also capable with the bat. While not yet fully established against big league pitching, Vierling has a 95 wRC+ in 229 plate appearances with the NL East club, plus the potential to produce at a higher level as he matures.

Vierling discussed his simple-meets-cerebral approach, and how he’s evolved since entering pro ball as fifth-round draft pick four years ago, during spring training.

———

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

Matt Vierling: “I would lean more towards art, although I see both sides. It’s definitely science with the mechanics; if you don’t make the right swing, there’s a mechanical reason why. But when you’re up there and in the flow of things, it’s more like an art. I’d have to lean more in that direction.”

Laurila: This is maybe a hard question to answer, but how would you describe your art?

Vierling: “That is a hard one. I guess it would be being in rhythm — a lot of rhythm and a lot of timing. It’s not so much dancing with the pitcher, but kind of just being in his rhythm, being on time with him.” Read the rest of this entry »


Simply Put, Seattle’s Ty France Is a Deserving All-Star

© Orlando Ramirez-USA TODAY Sports

Ty France was named to the American League All-Star team this past Sunday. Added when Mike Trout bowed out due to injury, the Seattle Mariners first baseman didn’t simply merit the honor, his addition was overdue. Statistically the best hitter on baseball’s hottest team — 14 straight wins heading into the break! — France is slashing .308/.376/.470, with club-bests in both wOBA (.369) and wRC+ (148).

He’s not a flash in the pan. A 34th-round pick by the San Diego Padres in 2015 out of San Diego State University, France has long shown an ability to square up baseballs. A .300/.388/.463 hitter over all professional levels, all he’s really needed was the opportunity.

“That’s really all it is,” France said prior to a game at Fenway Park in late May. “Honestly, it’s being able to play every day — being in the lineup and getting those consistent reps — more than anything else. This game is a lot of ups and downs, and the more comfortable you can be, the more you’re going to find yourself in a good spot.” Read the rest of this entry »


The Worst Swings of the First Half of the Season

© Isaiah J. Downing-USA TODAY Sports

It’s a good thing that baseball writers don’t get tested on our ability to do fractions. Since time immemorial, we’ve called the All-Star break the halfway mark of the season. It’s not. Every team has played at least 90 games, even in a season with a delayed start. In fact, this is the season where calling the All-Star break the halfway mark would make most sense, and it’s still wrong.

Why do we do it? Partially, it’s because it sure would be convenient if the break really did mark the halfway point. Dividing the season into two halves makes for some fun analysis, and it works a lot better when the division occurs at a point with an event around it, rather than some random Tuesday in early July. It’s also because it creates something interesting to write about during a gap when game play would otherwise be stopped. There’s dead air every year around this time; filling it with “in the first half of the season” stories makes good sense.

I’m rambling, though. The point is, it’s the All-Star break, and I want to write an article about terrible swings. What was I going to call it, the worst swings of the first 55.5% of the season? That’s not catchy enough. “First half” just sounds better. And so here, perpetuating a bad sportswriter generalization, are the worst swings of the first half of the season.

A few ground rules: I’m focusing on swings at fastballs. Bad swings at breaking pitches are funny, but they’re understandable. Those pitches were designed to deceive, and they accomplished their goal. Sure, maybe swinging at a slider that bounces in the opposite batter’s box isn’t a good look, but I can understand how a hitter might end up there. Baseball is an unfair game. The pitches move funny.
Read the rest of this entry »