Archive for Daily Graphings

Let’s Check In on Bullpen Usage

Last weekend’s series between the Los Angeles Dodgers and the San Diego Padres did not disappoint. It had all the energy and elements of a postseason series in April. Fernando Tatis Jr. returned from the IL to launch a home run off of Walker Buehler. Mookie Betts ended the second game in dramatic fashion with an incredible diving catch. Tempers flared in the opening game when Jorge Mateo was hit by a Dennis Santana pitch in the 10th inning. There was a little bit of everything. In so many ways, it was like a playoff series. Players and coaches on both sides held nothing back.

In the series finale, with the game tied and the Dodgers going for the sweep, something odd happened. Santana took the mound in a high-leverage situation even though Corey Knebel and Kenley Jansen were both available and had not pitched the day before. With the score tied at two, one runner aboard, and just one out, he was responsible for keeping the Padres off the board. Santana, an inexperienced middle reliever who barely made the roster, could not live up to the pressure of the moment. The Padres would go on to score three runs in the inning and win the game 5-2. The point here is not to tear down Santana. It’s that despite the intensity of a series between two teams battling for the division, sound early-season bullpen management overruled using the most proven late-inning relief options.

After the game, Dave Roberts was asked why he had Santana in the game in a high leverage situation. He responded saying, “obviously every game’s important but the health of our relievers is more important.” Injuries to pitchers are common throughout the season and the risk of injury is even greater in the first month, so Roberts’ concern is warranted and well-informed. Over the course of the three-game series between the Dodgers and Padres, a total of 19 relief pitchers were used (yes, I’m including Jake Cronenworth) accounting for 27 total appearances. Considering the caliber of starting pitching included the likes of Clayton Kershaw, Trevor Bauer, Yu Darvish, and Blake Snell, it’s a bit surprising that so much help was needed to finish off these games. (Okay, maybe not when it comes to Snell.) Read the rest of this entry »


Why Matt Carpenter’s Production Is Misleading (and Complicated)

There are two hitters I would like to introduce. The first, Player A, has been described in terms of the classic trio of statistics: average, on-base percentage, and slugging. The second, Player B, has been described in terms of modern metrics like Exit Velocity and Barrel rate. Take a look at their numbers and try to see who’s better:

Player A: .081/.205/.162

Player B: 95.4 mph Exit Velocity, 63.6% Hard-Hit rate, 27.3% Barrel rate

Not much of a competition, right? Without additional context, you probably chose Player B in a heartbeat. Player A’s appalling triple-slash makes him a DFA candidate. Player B, on the other hand, looks like a hitting genius! Those numbers and rates would place him well above the 95th percentile of all major leaguers. The twist, of course, is that these two hitters are in fact the same person: Matt Carpenter, veteran infielder for the St. Louis Cardinals.

Traditional and modern metrics do disagree at times, but the disparity between them is seldom this wide. Through 18 games, Carpenter’s efforts to clobber the ball have not translated into actual results, much to the chagrin of Cardinals fans. There’s having a stretch of bad luck, then there’s hitting below .100. Is there something else we’re missing? Read the rest of this entry »


Fastball Freddy’s Fast New Windup

There are two things that jump out to me about Freddy Peralta’s start to the 2021 season. The first is that the man once known as Fastball Freddy is throwing said fastball at a career-low rate. The second is that he’s added some new moves into his windup that may be increasing his deception. Amidst all that change are some underlying command issues that suggest he still has things to work on.

Let’s start with his windup, which I’ve become absolutely fixated on. It’s not at all the windup I remembered him having, and I’m mesmerized by it.

Like an alarm clock going from a restful existence into a blaring beep that jiggles itself off the nightstand, Peralta has added some chaos to his delivery. What once was a fairly normal over-the-head windup and cross-body release has gotten more complicated. The leg kicks up higher, his feet are more caffeinated, and he starts in a more hunched position as if to make his over-the-head motion easier to attain. His new windup is nearly a half a second faster from start to release. And did I mention his feet? His feet!

Read the rest of this entry »


Ross Stripling Talks Curveballs

Ross Stripling was featured here at FanGraphs last week, with the article focusing on Clayton Kershaw. Stripling shared how his former Los Angeles Dodgers teammate influenced his own career, as well as some of the things that make Kershaw elite. The Hall-of-Fame-bound southpaw’s innate ability to manipulate a baseball was part of that conversation, which took place prior to the start of the season.

Not included in that earlier piece was what Stripling — now a member of the Toronto Blue Jays — told me about how he manipulates one of his own pitches. The 31-year-old right-hander’s signature offering is a classic 12-6 curveball, which is among baseball’s best when he’s on top of his game. Here, in Q&A format, is that part of our multi-subject exchange.

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David Laurila: You have a pretty good curveball yourself. How would you describe it?

Ross Stripling: “It’s a spiked curveball, and I don’t waver on the grip. I’ve never actually learned if it’s considered a knuckle curve or not, but I put my knuckle on the ball. Most people will put just their fingertip on the ball and call that a spiked curveball. I curl my finger, and put my whole top knuckle on the baseball. I also grip it as hard as I can. From there, I just rip it. Read the rest of this entry »


Corbin Burnes’ Walkless Run Is Incredible

With apologies to Jacob deGrom, no pitcher in baseball is as hot as Corbin Burnes right now. Through four starts, the Brewers’ 26-year-old righty has allowed just one run and eight hits, and has yet to walk a single batter in 24.1 innings, that while striking out an eye-opening 40 hitters. His outings have quickly become appointment viewing — not too shabby for a pitcher with just 17 big league starts under his belt — and he’s already carved himself a small niche in the record books.

Burnes didn’t exactly come from nowhere — he was a Top 100 Prospect here and elsewhere three years ago — but his setbacks have made his rise to dominance all the more dramatic. Between pitching in a small market and thriving under pandemic conditions, he’s flown a bit beneath the radar until now, though a guy carrying a 0.37 ERA and 0.68 FIP can do that for only so long. The short version of his tale is that the 2016 fourth-round pick out of St. Mary’s College made a solid debut out of the Brewers’ bullpen in ’18, but his attempt to get a foothold in the rotation went disastrously the following year, as he was pummeled for 21 runs in 17.2 innings over four March and April turns. In between detours to Triple-A and the Injured List, he made 28 more appearances out of the bullpen but was lit for an 8.82 ERA and 6.09 FIP in 49 total innings.

Last year, however, he ditched a too-straight four-seam fastball that in 2019 had averaged 95.2 mph but had been lit for a .425 batting average and .823 slugging percentage, a malady Ben Clemens detailed during his examination of Burnes’ expanding repertoire as part of our Thursday Burnesday package. In its place, Burnes opted for a sinker/cutter combination that was utterly filthy, with the former averaging 96.0 mph and the latter 93.1. Both had elite spin rates, a common thread across Burnes’ arsenal. Via The Ringer’s Michael Baumann, “Out of 209 pitchers with enough playing time to qualify for the Baseball Savant leaderboard last year, Burnes had the third-fastest-spinning slider and cutter… the second-fastest-spinning sinker, and the eighth-fastest-spinning curveball.” Read the rest of this entry »


Decades in the Making, the Dodgers-Padres Rivalry Has Arrived

This picture of Mookie Betts looks like something out of a postseason highlight reel. It looks, in fact, very much like a picture of Mookie Betts from last October, when he made a number of game- and series-saving catches en route to the Dodgers’ World Series championship. It isn’t: it’s from April 17, last weekend, when the Padres hosted the Dodgers for a three-game set. The catch Betts was celebrating did, indeed, save the game — but it wasn’t a game that meant the difference between living and dying. It was a game that meant the difference between being 11-2 or 10-3.

Even though it might not have been life-or-death, the first meeting between the Dodgers and Padres since they squared off in the NLDS last year was a wild ride. At no point over the three games did either team have more than a two-run lead during regulation play. There were critical errors and rapidly-changing leads. There were blown saves. There were extra innings and cleared benches. When the smoke cleared and the dust settled, the Dodgers had taken two of three — but none of the three games had felt like a foregone conclusion. Game 1 saw the teams trade runs before the Padres tied it late, forcing extras; it was won in the 12th, with Joe Musgrove in left, Jake Cronenworth on the mound, and David Price at the plate. Game 2 was a pitchers’ duel, with Clayton Kershaw and Yu Darvish exchanging zeroes. The deciding run was a bases-loaded walk with two out — drawn by Kershaw himself. In the ninth, the Padres had the tying runs on second and third before Betts came through with a diving catch. And in Game 3, the Dodgers got an early lead off Blake Snell only for the Padres to chip away at their bullpen, eventually scoring three definitive runs in the bottom of the eighth to put the game away.

It was, in short, must-watch baseball — a worthy followup to the twists and turns of the NLDS. Game 2 of that series, in particular, when Cody Bellinger robbed Fernando Tatis Jr. of a would-be go-ahead homer and the Padres loaded the bases against Joe Kelly in the ninth, seems like a direct precursor to what we saw last week. But it’s not just that recent postseason meeting that has contributed to the burgeoning rivalry. There’s been a long history leading up to this point. Read the rest of this entry »


Matthew Boyd Is Walking a Fine Line

Matthew Boyd had a tough 2020 campaign. After posting a 3.3 WAR season in 2019, Boyd’s performance cratered last year. His ERA- increased from 97 to 149 and his FIP- 93 to 128. He lost about eight percentage points on his strikeout rate (30.2% to 22.1%) while adding almost two points to his walk rate (6.4% to 8.1%). Boyd was putting close to 10 more batters per 100 faced on the basepaths year over year and the home run troubles he developed in 2019 did not subside.

Through his first four seasons in the majors, Boyd allowed home runs on 12.4% of his fly balls. That figure jumped to 18.2% in 2019 and 19.7% in ’20. Among qualified pitchers, that was third highest in the league, behind Kyle Gibson and Alec Mills. But where Gibson and Mills both posted above average groundball rates (51.5% and 47.3% respectively), Boyd only induced groundballs on 37.2% of his batted balls against. Not only were Boyd’s fly balls leaving the yard at one of the highest rates in the league, he also gave up a lot of them. All these issues culminated in Boyd allowing a .453 wOBAcon and accumulating just 0.1 WAR in 60.1 innings pitched, far off the pace he set in 2019. The former value was by far the worst in the majors in 2020. Indeed, Boyd’s wOBAcon allowed was almost 20 points worse than his next closest peer.

One of the culprits behind his 2020 demise was the degradation of his slider. The pitch was a consistent source of swings and misses in 2019; Boyd threw the slider 22.7% of the time and generated whiffs on 43.6% of swings. He increased its usage to 28.1% in 2020 but the whiff rate tumbled fell to 39.4% — still an impressive figure but given how often he throws the pitch, that is a lot of lost whiffs. He struck out batters with 52.5% of his two-strike sliders in 2020 after 58.5% in ’19, which can be attributed to more sliders finding the middle of the plate last year. Read the rest of this entry »


No Fire Puns Necessary: Corbin Burnes Transcends Comedic Headlines

I had a hard time writing the introduction for this article. Actually, strike that — I had one in mind the whole time, but I kept trying to come up with alternatives. Here’s the deal, though. I’m obsessed with Corbin Burnes (in a wholesome, “I love watching this guy pitch” kind of way), and I’ll use any excuse possible to write about him. His seeming transformation into a pitching demigod? Yeah, that certainly qualifies.

If you’re looking for the origins of both my Burnes obsession and his journey from prospect to ace, look no further than his first start of 2019. Burnes threw a gem, from a strikeout perspective at least, notching 12 K’s against a single walk. He also gave up three home runs and lasted only five innings — seems bad! The culprit was a fastball that spun ineffectively, some unholy blend of four-seamer and cutter that hitters had no trouble timing and obliterating.

Think “obliterating” is an extreme word choice? Burnes had an 8.82 ERA in 2019 and a 6.09 FIP. He gave up 17 homers in 49 innings, leading to a two-month trip to the minors. Batters barreled up 13.7% of the fastballs they put in play, which produced 10 of those homers. They whiffed on less than 20% of them, a poor result for such a hard, high-spin pitch. And he simply didn’t get the ride that four-seamers need, a prerequisite for missing bats. Read the rest of this entry »


The Rockies’ Offense Is Off to a Horrid Start

To no one’s surprise, the Rockies are bad: At 5–12, they own the worst record in baseball. Take a look back at the preseason standings and you’ll see that was the expectation all along: Colorado was projected to finish at roughly 65–97, sharing the title of worst team in the majors with Baltimore.

Those paths have diverged, slightly, about 10% of the way through the season. The Orioles, at 8–9, have been playing decently, relative to their bottom-dwelling expectations. You shouldn’t expect that to last, as their .421 projected full-season winning percentage is still the third-worst in the majors. But at least it’s been somewhat of a fun start for Baltimore.

Colorado, meanwhile, has sunk right to the bottom, almost like something you’d see in an elementary school science class when a teacher is attempting to explain density. “Do we think this will float?” they might ask the classroom. The Rockies are the baseball version of a resounding “no;” they did not manage to float, not even for just a few games.

Read the rest of this entry »


The Strike Zone Is Imperfect, but Mostly Unchanged

The strike zone doesn’t exist. Not physically, at least; it’s a rough boundary that varies based on how each umpire looks at it and how each batter stands. Catchers influence the shape, too; smooth hands can turn balls to called strikes, while cross-ups tend to do the opposite.

This year, the zone seems particularly amorphous — maybe it’s just my imagination, but I feel like I can’t turn on a broadcast without hearing about an inconsistent zone. Of course, hearing isn’t believing, and there are botched calls every year. Just because there have been some memorable ones this year doesn’t necessarily mean the overall rate of missed calls has changed. Let’s find out if it has, or if it’s merely imaginations running wild with the backdrop of fan noise.

For a rough idea of ball/strike accuracy, I went to Statcast data. For every pitch, Statcast records a top and bottom of the strike zone, as well as where the pitch crossed the plate. Armed with that data as well as some constants like the size of a baseball and the width of home plate, I measured how far out of (or into) the strike zone each pitch of the 2021 season was when it crossed the plate.

This data isn’t perfect. The top and bottom of the strike zone are approximated, and the plate isn’t a two-dimensional object, despite the fact that our data on it is represented that way. We aren’t considering framing. But we have previous years of the same data, which is great news. We can use the previous years to form a baseline, then see if this year’s data represents a meaningful change. And because we have a huge chunk of data, we can at least hope that framing comes out in the wash. Read the rest of this entry »