Archive for Research

Statcast’s New Catcher Throwing Metric Is Here

J.T. Realmuto Martin Maldonado
Erik Williams-USA TODAY Sports

What makes you happy? Among the things that bring a smile to my face, talking about catching is up there. I will look for any excuse to write, talk, or think about catcher defense. I’m one of those people that has missed catching bullpens since I’ve stopped playing regularly. For those of you who do not know, that is not normal! So whenever Statcast drops new information about catcher defense, I have to write about it.

A few weeks back, I covered some catchers who were throwing at a rate that suggested additional defensive value relative to their peers in the new, more aggressive stolen base environment. Soon thereafter, MLB.com’s Mike Petriello revealed a new stat, Caught Stealing Above Average, to the public, and that Baseball Savant would roll out a leaderboard that would offer a more objective look at throwing out runners relative to the traditional caught stealing stat. You can check out the full leaderboard here.

There are multiple components taken into consideration for Statcast’s model that try to even the playing field when it comes to throwing out runners — variables like pitcher delivery speed, a runner’s lead and jump, and more. Evening all of those out provides more insight on how some catchers are more deserving of outs than others. Typically, I would highlight the catchers who have excelled at throwing out runners, but to emphasize the value of this statistic, I instead want to look at those who have been unlucky this year and last despite consistent strong throws, as well as other catchers where the trends are concerning. The first of this group is expected but notable nonetheless:

J.T. Realmuto (1 Catcher Caught Stealing Above Average in 2023, no. 7)

Base stealers have been running like wild against the Phillies this season, and it’s made for some confusing statistics for J.T. Realmuto. Out of his first 17 stolen base attempts of second base, he’s only caught five runners. If you remember this piece back in November, you know Realmuto has one of the strongest arms and fastest pop times in the game; if anybody should be throwing out most runners, it’d be him. But this year, he is only running a 29% caught-stealing rate, partially due to plays like the one above, where his pitcher was just slightly too slow to home. He has still been better than his expected rate of 22%, but his bar is much higher than any catcher in the league.

Realmuto’s 2022 track record is even more impressive than this year’s. If you combine all of last season’s attempts with this year, his CS% sits at 48%, with an estimated CS% of 23%. His laser-quick pop time makes up for his slower-to-the-plate pitchers. Realmuto is elite at throwing, framing, and blocking; nobody else can make that claim to this extent. We are watching one of the best defensive catchers of his generation.

Shea Langeliers (2 Catcher Caught Stealing Above Average in 2023, no. 5)

Not many things are going right for the A’s, but Shea Langeliers has impressed on both sides of the ball. With a 109 wRC+ fueled by a .244 ISO, he is off to a solid start with the bat, and both his swing and power are promising. On the defensive side of the ball, he has averaged a 1.95 pop time but has been a little unlucky with throwing out runners, with a CS% in his first 19 attempts to second base of 32% but an estimated mark of 24% — a similar discrepancy as Realmuto. On this throw, he was as perfect as you can be, but his pitcher was dragging his feet to get the ball home, and Tony Kemp lost his glove on the tag anyways.

While the pop time isn’t elite on average, Langeliers has proven that he is accurate enough to throw runners out if given the opportunity. It’s one of those situations where he isn’t necessarily a top tier thrower and therefore doesn’t have much room for error if his pitchers don’t cut him some slack or if his throw is just slightly off line. To me, Langeliers is the type of catcher who offers a glimpse into the future. With some automated ball-strike system inevitably coming to MLB, his profile is one that would perfectly transition to that new reality, as he is only average at blocking and framing but is slightly above average at throwing. Combine that with above-league-average offense, and you have yourself a perfect prototype for the potential new catching environment.

Martín Maldonado (2 Catcher Caught Stealing Above Average in 2023, no. 4)

If it weren’t for Realmuto, Martín Maldonado would find himself atop the new throwing leaderboard from 2022 through today, with seven CS Above Average. This year is no different, as he holds a 33% CS% despite a mere 14% estimated rate. The pitchers in Houston aren’t helping him, but he is nabbing runners regardless. Case in point: the play above, where Cristian Javier’s big leg kick and loopy arm took up too much time, undermining Maldonado’s pinpoint throw. But even when he isn’t catching runners, he is making it close.

Over the past few years, I’ve gone back and forth on the Astros’ decision to use Maldonado as their primary catcher. He is an incredible fielder but is consistently one of the worst hitters in the game. As his framing skills have undergone a slight regression compared to earlier in his career, it’s statistically unclear if it’s worth keeping him as the mainstay. But the additional data on Maldonado’s elite throwing and blocking in the last few months reminds us why he’s the lead catcher in Houston. Combine that with his glorified intangibles, and you can easily understand why he has cemented himself as the starter despite the lack of offense.

This new information can work in the other direction, too. Sometimes catchers are unlucky because their pitchers put them in a hole, and other times they can be even worse than expected. Unfortunately, there are some promising young catchers who fall into the latter category. Keibert Ruiz is 2-for-17 (12%) to start the year despite a 23% estimated CS%. His plus-2.00 pop time is the main reason for this. If his framing continues to trend in the wrong direction along with his arm, he will need to be an above-average hitter to live up to his prospect pedigree. Francisco Álvarez faces a similar dilemma, going 0-for-12 to start the year. His estimated CS% was only 12%, but his throws have not been competitive regardless.

For a while, catching was a semi-mystery; we knew who had rocket arms and who didn’t. Now, we have information about framing, blocking, and throwing that helps us figure out the true value of a gifted defensive catcher. It’s an exciting time to be a catching fanatic.


Slot Machine: Who’s Changed Their Release Point?

Kenley Jansen
Tommy Gilligan-USA TODAY Sports

Though it feels like Opening Day was just yesterday, we’re officially a month into the 2023 regular season. On the macro level, that means the disappointing and surprising players are already starting to come out of the woodwork. More specifically (and importantly for writers like me), we’re at the point in the season when hitters are routinely cracking the century mark in plate appearances and pitchers are notching 35 innings.

Yet in some ways, this juncture is almost more maddening than Opening Day; we’re still in small-sample-size territory, but enough baseball has been played that we’re tantalizingly close to being able to take a hard look at some of the narratives being spun. For the time being, though, it still makes more sense to look at changes in approach rather than surface-level stats to predict rest-of-season production.

So I returned to a project I started this offseason — analyzing pitcher arm slots — to examine some hurlers who’ve made discernible tweaks to their release in accordance with early shifts in their performance. The equations I used to calculate these numbers can be found here. Read the rest of this entry »


New Pitch Uniqueness, Pt. 2: The Slambio (and a Ghost Fork update)

Ian Hamilton
Brad Penner-USA TODAY Sports

This young season has already introduced us to a few unique offerings. Brent Honeywell Jr. throws a true screwball. Kodai Senga throws a ghost fork. But one fascinating pitch has flown somewhat under the radar: Ian Hamilton’s slambio.

Maybe it’s because of the right-hander’s lack of a pedigree, or his status as a non-roster invitee during spring training. After all, Hamilton is a 27-year-old reliever who struggled through injuries and ineffectiveness over the past four years. At the same time, he looked like a find as recently as 2018, when he pitched to a 1.74 ERA and 2.44 FIP across 51.2 innings between Double- and Triple-A; he even averaged 96.7 mph on his heater in a brief eight-inning callup. The next season, he seemed poised to play an integral part in the White Sox bullpen, but he was struck by a foul ball while rehabbing separate shoulder and head issues stemming from a car accident. His poor luck nearly brought his career to an end, but he finally began to feel back to normal this offseason.

If you didn’t know about Hamilton before, I’ll be the first to tell you that he has been a joy to watch this season, not only because of his unique offering but also his comeback story, parlaying his rediscovered health into a spot in the Yankees’ pen, where he’s found early-season success with a resurgent fastball (averaging 95.4) and the slambio. The latter pitch has been nothing short of excellent thus far: a ludicrous 29.9% swinging-strike rate and worth 3.8 runs, which rank third and tied for fourth, respectively, among the 85 sliders thrown at least 50 times this year (as of Saturday night). The pitch’s unusually high rate of called strikes, 15.6%, given its whiffiness, also places it second among the 85 sliders in CSW%. Read the rest of this entry »


The Royals Try a New Shift

Jay Biggerstaff-USA TODAY Sports

After a decade of hand-wringing and tedious arguments on both sides, MLB restricted defensive shifts this past offseason. Much has already been written about the pros and cons of this decision, and I’m not going to take the time to recapitulate all of those arguments here. One debate in particular really caught my eye, though: Would teams still play an overshift-esque alignment by moving an outfielder to the shallow right field position occupied by shifted second basemen in pre-restriction shifts?

I expected it to be a rare tactic, but still one that came up from time to time. Five-man infields already existed; in fact, I ran the math on when they might make sense in 2019 when the Dodgers tried one. The exact conclusion of that piece isn’t important; the point is that teams sometimes thought a five-man infield was the best defensive alignment when any defense was allowed, so they would surely prefer it with restrictions on other alignments in place. Read the rest of this entry »


Let’s Admire Some of the Best Blockers in Baseball

Adley Rutschman
Tommy Gilligan-USA TODAY Sports

You probably don’t think of baseball as a contact sport, though catchers might beg to differ. Whether it’s blocking a baseball or taking a foul ball to the mask, catchers are constantly at war with a five-ounce ball of leather. That’s why catchers have to commit to blocking through and through. You can’t cheat your way to being a good blocker; you have to learn your pitchers to understand what pitches they tend to spike and how those pitches spin off a bounce. The stakes will always depend on the situation, but as a catcher, you try to gain the confidence in your pitcher to throw a pitch in the dirt by committing to the grind in the bullpen, during warmup pitches, and in game.

I’ve been anticipating Statcast adding blocking metrics for a while now. As a former college catcher, it doesn’t take much to make me appreciate the league’s great blockers, but our culture in baseball gives more attention and value to the things we can measure. With the introduction of the new blocking leaderboard, we no longer need to guess at just how impactful or skilled some catchers are relative to their peers.

In a similar fashion to how I reviewed Statcast’s arm strength leaderboards, I am going to highlight some of the best blocking catchers in the game. The criteria for this exercise is straightforward: I took the catchers ranked first through fifth on the default leaderboard and chose what I deemed to be an impressive pair of blocks from each from the 2022 season. The mechanics of blocking can vary from player to player, but what matters most is killing the speed of the bounce with the lower half of your chest protector. These five catchers can do that on a variety of pitches going in any direction.

Adley Rutschman (no. 1 overall, 18 Blocks Above Average)

I’ll start with this: the debate between catching with one knee down versus in a traditional stance has no absolute answer; it’s entirely dependent on the individual catcher. In the case of Adley Rutschman, he is capable of being both a top-tier framer and blocker primarily in the traditional stance. But the combination of his mobility, flexibility, and hip anatomy allows him to shift his knees down from his traditional stance without needing to get into a pronounced traditional squat.

On this 90-mph splitter from Félix Bautista, Rutschman anticipated the pitch in the dirt and blocked up with what looked like an effortless movement. Bautista is without question one of the most difficult pitchers in the game to catch: triple digits from a straight over-the-top arm slot high off the ground, paired with a blistering splitter that hitters swing through over half the time. Because of that, Rutschman must always be ready to get his knees on the ground and stuff the splitter, especially when runners are on. He put on a clinic all year, and this pitch was no exception.

The second block was just as impressive. On a 92-mph changeup, Rutschman read the arm-side spin and opened up his left hip to create space for a side shuffle to get in front of the baseball. Blocking pitches over 90 mph is a doozy, but it’s all in day’s work for one of the best in the game.

Jose Trevino (no. 2 overall, 15 Blocks Above Average)

Every time I watch Jose Trevino catch, it’s clear to me that he is a former infielder. The way he can shift and rotate his hips while in such a deep position is truly impressive. He is one of the catchers who can have one knee down and be even better at blocking. Since he has such a great feel for his pitcher’s tendencies, he can sink into his one knee stance and block a Gerrit Cole knuckle curve in the dirt if he needs to, or get under the pitch and frame it if it’s in the shadow zone.

The sweeper he blocked from Lucas Luetge with the bases loaded was what I like to call a confidence block. Luetge’s strength is using his sweeper for soft contact and chases on his glove side; that he throws it on an 0–1 count with the bases loaded says a lot about his trust in his catcher. And Trevino stuffed the sweeper right in front of him, showing me that he was relaxed as can be. When a pitch is about to hit your chest protector, you’re taught to exhale so you can soften your body and accept the pitch into your stomach rather than stiffening up. Few catchers do that as well as the Yankees’ backstop.

J.T. Realmuto (no. 3 overall, 14 Blocks Above Average)

J.T. Realmuto is an iron man behind the plate: He has caught over 130 games in back-to-back years, including a deep playoff run last year where he did not miss a single game. This is a perfect example of an everyday catcher who relies on the one knee down stance to take some wear and tear off his body. Like Trevino, he uses it to his advantage when blocking. Because he is so flexible, he can extend his right leg outwards as far as he can, which lets him get ahead of the movement; in a traditional stance, you have to recognize the pitch, then shoot your leg out for a block.

A spiked changeup is no challenge for Realmuto. His body is already in a perfect position to be a wall for a long or short hop. All he has to do is move his glove to cover his five hole like he did in the first clip. The reason I included the blocked curveball was so that I could highlight how he uses his legs to recover from the block in a one knee down stance. Focus on how his left knee slides inward as the pitch hits his chest protector. That lets him tighten his five hole and put his body in a better position to shoot up quickly. He then pulls in his extended right leg under the center of his body so he can push off both legs to chase the pitch to ensure the runner doesn’t advance. This is not a simple movement; it requires next-level mobility and strength to pop up this quickly. It’s just one of the many strengths of Realmuto’s catching game.

Sean Murphy (no. 4 overall, 12 Blocks Above Average)

As a baseball fan on the east coast, I didn’t always get a chance to watch Sean Murphy display his catching prowess in Oakland. But in doing the research for this piece, I was impressed to see how athletic he is back there. Blocking splitters that hit the plate is a painful job; when any pitch hits the plate, it hardly loses any speed. But Murphy grew up in the bigs catching and blocking this pitch from Frankie Montas, and he is a better defensive catcher for it.

Murphy’s stance — with his behind high up in the air — is reminiscent of an old school catcher preparing to stuff a pitch in the dirt. You’ll notice that in the second GIF, he also uses the one knee down stance to block. Some catchers will vary their stance depending on the pitcher. As I said earlier, blocking splitters is extremely difficult; in fact, I’d bet it’s the toughest pitch for catchers to get in front of when it’s spiked because of how it can bounce off dirt. That’s why Murphy opted for the traditional stance with Montas but went with one knee on a curveball from Jared Koenig. When you know your pitchers, you can be savvy with how you set yourself up for success.

Tomás Nido (no. 5 overall, 12 Blocks Above Average)

This wouldn’t be an article about great catching without including a Puerto Rican backstop. Tomás Nido is your classic backup defense-first catcher who has made his carer off being an elite framer and blocker. His placement on this list is incredible given that he is only a part-time player. Similar to some of the catchers already highlighted, he is dealing with some electric pitchers with air-bending offerings. I didn’t include traditional chest protector blocks in either clip because I wanted to use Nido as an opportunity to talk about a crucial part of catching/blocking that isn’t always realized: the art of picking.

Picking is a flashy, beautiful move that can only be executed by players with the softest of hands. The retired Yadier Molina always had a knack for picking balls that looked destined for the backstop, and his fellow Puerto Rican Nido is no different. On an overthrown changeup from Max Scherzer, Nido smoothly moves his glove across the zone and effortlessly stops the pitch from getting by him. He did almost the same thing on the spiked changeup from Joely Rodríguez, but in the opposite direction. Picking is something that you do when you know you have no shot at blocking a pitch. It’s a necessary skill that isn’t always rigorously trained, but it should be for that exact reason. Depending on how you were set up, there are times when there is no shot to contort your body in front of the ball. When that time comes, all you have is your glove and your instincts. Nido has proven time and time again he can do this on a pinch.

I hope you’ve come away from this piece learning a thing or two about blocking. There are the obvious things you cannot miss when it comes to blocking, but aspects such as recovery, picking, and exhaling upon impact are all minute details that don’t always get attention. This list of catchers displays those abilities on a routine basis, and that is why they have found themselves atop this new leaderboard.


How Many Swings Does It Take to Change a Zone Rate?

Jeff Curry-USA TODAY Sports

Opening Day is tomorrow, but not everyone has their legs under them just yet. Take Miguel Vargas, whom I wrote about a couple of weeks ago — he wasn’t even allowed to swing for a quarter of his spring training plate appearances. While he’s swatted three doubles and a homer since taking the bat off his shoulder, he probably wouldn’t have minded at least a handful of extra reps.

And it seems like he isn’t alone. Teams have dealt with the usual rash of injuries this spring, and a sizable portion of Opening Day bats will take the field without the benefit of a full slate of spring training plate appearances. For his part, when Vargas broke his finger, the Dodgers were able to get him some semblance of in-game experience by having him track pitches without swinging. Read the rest of this entry »


Evaluating This Season’s Rule Changes From a Game Design Perspective

Mark J. Rebilas-USA TODAY Sports

This is Kiri’s first piece as a FanGraphs contributor. She lives in the Pacific Northwest while contributing part-time to FanGraphs and working full-time as a data scientist. She spent five years working as an analyst for multiple MLB organizations.

By this point, you’ve undoubtedly consumed considerable content regarding the rule changes arriving in the majors for the upcoming season. You know all about the pitch clock dictating when hitters must ready themselves in the box and when pitchers must start their deliveries, as well as the wrinkle this introduces to pickoff attempts. You’ve also heard about the bigger bases and the limits on defensive shifting. Analysts have projected which players stand to be impacted most by the changes, while players who feel the changes make their jobs more difficult have voiced their concerns, and early spring training action has showcased the growing pains of adoption. With much of the existing commentary zooming in on the micro effects for particular players and game situations, let’s take some time to zoom out and ponder the macro effect on the game as a whole. More specifically, let’s ruminate on what makes a game or sport objectively appealing and how the rules — and subsequent changes to them — influence the appeal of a game.

At the most basic level, games are defined by rules dictating play. For those of us who struggle with authority, rules often feel restrictive. It’s no wonder, since rules come across as real haters, with all their “Don’t do this,” and “Don’t do that,” and “You can do this, but no, no, not like that.” That said, we needn’t have such an adversarial relationship with rules. In his book exploring the game of basketball, Nick Greene notes, “Games are peculiar. They are the only pursuit in which rules are used to facilitate fun.” To better understand the dynamic between rules and fun, Greene interviews a game design professor, Eric Zimmerman, who explains, “One of the paradoxes of game design is that the creativity of play is made possible by play’s opposite, which are rules. Rules are in essence constraints, but games don’t feel that way. […] When the rules are activated, what follows is fluid, unpredictable magic.” The rules of any game are finite, but the universe is infinite, implying that infinitely many possibilities exist in the space not covered by the defined rules. The fun in any game lies in the creativity used to explore the infinite space outside the boundaries set forth by the rules. Read the rest of this entry »


A Simple Method for Evaluating Team Options

Mark J. Rebilas-USA TODAY Sports

Every time a young star signs a contract extension, we all breathlessly mention the total guarantee. Did you hear Corbin Carroll is getting one hundred and ten million dollars? You could buy a pretty nice house with that, or several nice houses, or live comfortably for the rest of your life and set your kids up to succeed in the bargain. It’s natural to focus on something like that. It is, after all, the main part of the deal.

In almost every one of these extensions, there’s an additional feature: one or more years of team options tacked on to the end of the contract. Our collective analytical view of those tends to be more or less a shrug. “Oh, yeah, and two team options, so that’s nice,” we say, or “well, that makes sense.” I wouldn’t call our evaluations of these options particularly nuanced.

I don’t think that’s going to change on the whole, but the Carroll extension spurred me to at least delve a little deeper into the dollars and cents side of those team options. I’ve already done some work on opt outs from the player perspective, and conveniently enough, I can lift a lot of the mathematical methods from that treatment and use them to evaluate things from the team side. Read the rest of this entry »


On Miguel Vargas and No-Swing Streaks

Rick Scuteri-USA TODAY Sports

Before Miguel Vargas doubled in his first plate appearance of the day last Thursday, he hadn’t lifted the bat off his shoulder his first 12 times up. Nursing a pinky fracture, he was just there to track pitches. Yet initially, this “strategy” paid unanticipated dividends: through seven looks, he walked four times and struck out three times, good for a .571 OBP (albeit with a 42.9% K-rate). However, pitchers ultimately adjusted, sending Vargas back to the dugout the next five times.

Apparently, opposing managers were made privy to his no-swing approach before each game. But even if Dave Roberts didn’t tell them about it, it was in the press as early as the morning of February 27, after which three of Vargas’ walks came. My colleague Davy Andrews, recounting this misadventure, posited that some of the pitchers treated Vargas like any other foe because they were just trying to get into regular-season shape.

But Davy also suggested pitchers may have been a bit incredulous that Vargas wouldn’t swing, up there with his batting gloves on and in his crouch. The incredulity slipped away, though, in those last five looks. Zack Greinke even toyed with Vargas, tossing him a pair of eephuses (eephi?) sandwiched by two full-strength heaters (thanks to Davy for doing the GIF work so I didn’t have to):

Read the rest of this entry »


Pitch Framing Is Evolving Along With the Strike Zone

Vincent Carchietta-USA TODAY Sports

Earlier this month, I wrote about the improvements that umpires have made in calling balls and strikes according to the rulebook strike zone. Today, I’d like to focus on the other side of that equation: pitch framing. The consensus around baseball is that pitch framing’s story has followed a very familiar arc. Call it the Competitive Advantage Life Cycle:

  • Teams realize the immense value of a skill.
  • An arms race ensues as they scramble to cultivate it.
  • The skill becomes widespread across the league.
  • Since the skill is more evenly distributed, it loses much of its value.

Once everybody got good at pitch framing, nobody was great at it. As Rob Arthur has put it, “Catcher framing felt like it was disappearing almost as soon as it was discovered.” I even have fun graphs to drive the point home. There are definitely more useful ways of presenting the data, but I like how these ones let you watch the entropy dissipate over time in open defiance of the second law of thermodynamics:

Read the rest of this entry »