Archive for Daily Graphings

Some Breakout Hitter Candidates, Courtesy of Exit Velocity Percentiles

Charles LeClaire-USA TODAY Sports

I think I might be on to something. While fiddling around with some 2022 batted ball data in an attempt to improve my programming skills, I created a list of players whose 95th-percentile exit velocity most outstripped their average exit velocity. If you want that in plain English, that’s players who hit the snot out of the ball when they connect, but whose average exit velocity is weighed down by a pile of mishits. Second on this list among players with at least 200 batted balls? Oneil Cruz, a poster child for cartoonish maximums and frequent contact issues.

With Cruz coming in near the top of this list, I thought I might have a bead on something cool. Jo Adell (only 162 batted balls, but still), Michael Harris II, and Pete Alonso are all high up there, and they’re the kind of players I would expect to see. They’re also interesting players from a breakout perspective; if something clicks and they start making more consistent contact, they could turn into monster hitters overnight.

That’s unfair to Alonso, who is already a monster hitter, but there’s even some instructive value there. Alonso and Mookie Betts had strikingly similar lines in 2022 by strikeout rate, walk rate, isolated power, BABIP, and wRC+:

Betts = Alonso??
Player BB% K% ISO BABIP wRC+
Mookie Betts 8.6% 16.3% .264 .272 144
Pete Alonso 9.8% 18.7% .246 .279 143

One category where they weren’t similar? Alonso’s top end exit velocity is far superior to Betts’s. I mean, obviously. Have you seen Mookie Betts? Have you seen Pete Alonso? If Alonso were getting to his power as often as Betts gets to his, he’d be putting up Yordan Alvarez numbers. Indeed, Alvarez and Alonso have nearly identical 95th-percentile exit velocities, but Alvarez hits the ball 5.5 mph harder on average. He’s consistently hitting the ball on the screws, in other words. No wonder, then, that he posted an isolated power 60 points higher than Alonso. Read the rest of this entry »


Sign a Good Free Agent Outfielder, While Supplies Last

Jurickson Profar
Brad Penner-USA TODAY Sports

I am, it brings me great shame to admit, an inveterate procrastinator. Last summer, the air conditioning in my car stopped working, and instead of taking it in to get fixed, I just waited until the weather cooled off and look, now I don’t have to worry about it all winter.

Perhaps you’re the same way. Perhaps you’re the same way and you run the baseball ops department of one of the 30 MLB teams. Need an outfielder? Eh, we’ll figure that out later. Bryce Harper signed his megadeal in March, for cryin’ out loud. There will always be help left on the market, one might reasonably infer.

But that’s not really the case anymore. Two things struck me when I was writing up the Tommy Pham signing last week. First, very few teams only need three competent outfielders. Even the Mets, who signed veteran starters to long-term contracts at all three positions, still had enough of a hole in the lineup to warrant going out to get a top-notch fourth outfielder/platoon DH.

Second, Pham was one of the last good options on the board. Read the rest of this entry »


Patience Is a Virtue for O’s Mountcastle

Brad Penner-USA TODAY Sports

Last season was a fun one for the Baltimore Orioles. Coming off of five straight sub-.500 seasons and a particularly torturous 110-loss campaign, the Birds had a 24-35 record before starting to turn things around in late June. Just before the All-Star break, they went on an improbable 10-game winning streak to jump over .500, and after the break, they kept the momentum moving their way, even making a short-lived run at the third American League Wild Card spot (they ultimately fell just three games short). It started to look like the dawn of a new era in Baltimore, and much of the spark came from a revamped lineup. Adley Rutschman and Gunnar Henderson made their highly anticipated big league debuts and did not disappoint – particularly the former, who turned in one of the finest rookie seasons by a catcher in recent memory. Cedric Mullins followed up his breakout 2021 with another solid season. Anthony Santander set a new career high with a team-leading 33 home runs. And then there was Ryan Mountcastle.

After leading the Orioles with 33 homers and 89 RBI in 2021 in his full-season debut, Mountcastle’s offensive production faded last season. He hit just 22 home runs, while his slugging dropped from .487 to .423, his wOBA from .335 to .316, and his wRC+ from 111 to 106. His defense improved enough to allow him to reach 1.6 WAR, a new career high, but for a player whose calling card is power, his waning surface-level thump was at least indicative of a sophomore slump and at most a cause for concern.

But Mountcastle’s Statcast profile and expected stats tell an entirely different story. In 2021, the slugger was in the middle of the pack, with an average exit velocity of 89.1 mph (45th percentile) and a 39.7% hard-hit rate (41st); his .245 xBA and .326 xwOBA placed him in the 36th and 47th percentiles, respectively. By these measures, his 2022 was one of the better year-over-year improvements in baseball. He added 2.2 mph to his average exit velocity, the seventh-largest increase among players who qualified in both years, and 6.6 percentage points to his hard-hit rate, the sixth-most in that group. Just four hitters added more to their xBAs than his .032 points, and the only hitters who managed to improve their xwOBAs more than his .036-point jump were Yordan Alvarez (.073), Christian Walker (.048), and Aaron Judge (.045). His was one of just 40 player-seasons in the Statcast era with 60-plus barrels. Read the rest of this entry »


Locke St. John and the Lateral Movers

Benny Sieu-USA TODAY Sports

Last week, I wrote about the handful of pitchers who drop their release points significantly when facing same-sided batters. Today I’m going to highlight a few who change their release points by a different method. Before we get to them, I’d like to talk a bit about why anybody would risk messing with their release point in the first place. This is an article about the potentially transformative power of scooching over.

I started thinking about arm angles with a very blunt test. For the last seven years, I pulled every pitcher’s average release point and their wOBA against lefties and righties, then calculated the correlation between them. I also pulled average velocity as a control variable of sorts. The correlation coefficients are small, but they line up with what we’d expect:

Correlation Between Release Point and wOBA
Handedness Velocity Horizontal Release Point Vertical Release Point
Same Side -.15 -.11 .15
Opposite Side -.22 .13 -.01
Minimum 800 pitches against relevant side.

Unsurprisingly, it’s always good to throw the ball hard. Against same-sided batters, pitchers who release the ball lower and wider fare better. Against opposite batters, a wide release point is associated with poor results. Read the rest of this entry »


Sunday Notes: Comped To King Felix, Eury Pérez Made Pablo López Expendable

Friday’s trade that saw Pablo López and a pair of prospects go from Miami to Minnesota in exchange for Luis Arraez made sense for both teams. The Twins, who my colleague Ben Clemens wrote got the better of the deal, received a quality pitcher who will slot into their starting rotation, plus the promising-but-raw minor-leaguers. The Marlins got a 25-year-old infielder who just won a batting title and is a .314/.374/.410 hitter over 1,569 big-league plate appearances.

Miami’s top prospect is a big reason why parting with a pitcher of López’s quality is perfectly defensible. While recently-signed Johnny Cueto will take Lopez’s rotation spot in the near term, it is Eury Pérez who promises to make an already-good rotation even better. Arguably the best right-handed pitching prospect in the game — Baltimore’s Grayson Rodriguez and Philadelphia’s Andrew Painter are also on the short-list — Pérez has a Sandy Alcántara-ish ceiling. The 6-foot-8 native of Santiago, Dominican Republic excelled in Double-A this past year as a teenager, and there is a real chance that he’ll reach the big leagues at age 20.

“This kid just has an incredible presence about him,” said Miami GM Kim Ng. “His fastball is 96-99 [mph] with ride, and he’s got a really good breaking ball. And again, the presence, as well as the poise, is unbelievable. He’s not talented beyond imagination, but it’s close.”

Asked who the youngster comps to, Ng initially demurred. As she pointed out, not many pitching prospects are Pérez’s size. When she did ultimately offer a name, it was a notable one. Read the rest of this entry »


The Twins Won the Trade That Had To Happen

Pablo Lopez
Jasen Vinlove-USA TODAY Sports

Trades aren’t inevitable. We hear rumors of some player being on the block all the time. Sometimes, that ends in an actual trade. Frequently, though, it ends in nothing: some team shops a mystery player around, no one bites, and then everyone goes about their business as if the initial trade rumor never happened. But sometimes the rumors are just so strong that they’re bound to come true eventually. To pick a name at random (note: not random), the Marlins have reportedly been looking to trade Pablo López for eons. They can’t hit, they have plenty of starting pitchers, and López seems like the best trade option when considering the combination of potential return and expendability.

Likewise, Luis Arraez has intermittently been the subject of trade speculation. He’s a good hitter and versatile defender, but the Twins have enough infielders that they’ve been reduced to playing the 5-foot-10 (generously) Arraez at first base. When Carlos Correa returned to the fold, it looked like another year of Arraez at first base, so it didn’t take a rocket scientist to surmise that the Twins might look to move an infielder. They needed pitching. The Marlins needed hitting and crave contact ability. What happens when an unstoppable force meets an exceedingly movable object? The trade that had to happen, of course.

As Jeff Passan reported, Luis Arraez is now a Marlin after the Twins traded him for López and two prospects: Jose Salas and Byron Chourio. Both Arraez and López are the kind of player that smart front offices love to build around. They have multiple years of team control remaining at below-market rates thanks to the arbitration process. They’re both borderline All-Stars, and both have utility on more or less any team — Arraez because of his versatility and López because everyone needs pitching. Players like these two form the backbone of every sustainable winner, so it’s no surprise that each team demanded such a player when trading one away. Read the rest of this entry »


Talented But Raw, Canada’s Owen Caissie Aspires To Be a Cub

Owen Caissie
Mark J. Rebilas-USA TODAY Sports

Owen Caissie has a high ceiling and a long way to go to reach it. Acquired by the Chicago Cubs from the San Diego Padres as part of the December 2020 Yu Darvish deal, the left-handed-hitting outfielder is 20 years old and has just 159 professional games under his belt. Moreover, he was drafted out of cold-weather Burlington, Ontario. As Eric Longenhagen noted when ranking the 2020 second-rounder No. 3 on last year’s Cubs Top Prospects list (and just outside of our overall Top 100), Caissie “had never played a night game in his life until the Arizona Complex League opener in 2021.”

Looking mostly at the raw numbers, Caissie’s future looks less sunny than it did prior to last season. Playing in High-A South Bend, he slashed an uninspiring .254/.349/.402 with 11 home runs in 433 plate appearances, and that was followed by an even more lackluster .220/.270/.356 line in the Arizona Fall League. Perspective is needed; Caissie was a teenager for the first half of the season, and his tools, originally crafted in Canada, are both projectable and loud. He simply remains relatively raw.

Caissie, who is listed at 6-foot-4, 190 pounds, discussed his early-career development during his stint in the AFL.

———

David Laurila: Let’s start with your development as a hitter. How have you evolved since entering pro ball?

Owen Caissie: “I feel like what has changed the most is… I mean, I did make some swing adjustments. When I got drafted, I was kind of bent down, and now I’m straight up. But what’s really changed is my approach, my pitch selection, my ability to kind of keyhole the ball in the middle. I’ve never read my scouting report. I wouldn’t even know how to get to it. But there are obviously holes in my game that I need to close up.”

Laurila: What type of hitter do you consider yourself?

Caissie: “I like to classify myself as a hitter over a power hitter. At least that’s what I try to be.” Read the rest of this entry »


Lance Lynn Learned a New Trick

D. Ross Cameron-USA TODAY Sports

Since breaking into the big leagues back in 2011, Lance Lynn has featured one of the most fastball-heavy approaches in the majors. Now, that’s a little reductive, as he throws three different fastballs that he can ride, cut, or sink depending on what the situation calls for. Still, over 80% of the pitches he’s thrown in his career have been classified as a four-seamer, sinker, or cutter; that’s the third-highest rate of hard stuff thrown by a starter since his debut. And Lynn’s approach has only been amplified in recent seasons. In the last five years, over 85% of his pitches have been fastballs; no other pitcher has crossed the 80% mark.

When Lynn isn’t throwing a heater, he mixes in a curveball and a changeup, though neither pitch has been all that effective during his career. His four-seamer is a devastating pitch up in the zone, and his cutter and sinker allow him to work laterally to either side of the plate if needed. Utilizing all three of his fastballs effectively leaves little room for secondary offerings in his pitch mix. Why change an approach that’s worked for more than a decade?

Baseball is a game of constant adjustments, particularly in the context of the pitcher-batter duel at its center. In December, after announcing he’ll be pitching for Team USA in the World Baseball Classic, Lynn gave a fascinating quote about the adjustments he’s had to make in an interview with The Athletic’s James Fegan:

“People get so caught up in ‘Oh, you just throw fastballs.’ If you actually pay attention to the game, there’s speed differentials, there’s bigger breaks or smaller breaks. Part of evolving as a pitcher is giving the hitters different looks. Over time, you’re locking in the things that make you good, and you’ve got to figure out things that are maybe not as good as they can be. Over the last couple of years, Ethan [Katz] and I have been able to really concentrate on grips, different spin axes, and things of that nature that have really helped develop a pitch that comes out of a slot where it gives hitters difficulty.”

Read the rest of this entry »


Drafted For His Bat, Zac Veen Is Running To Colorado

Coors Field
Isaiah J. Downing-USA TODAY Sports

The Colorado Rockies didn’t draft Zac Veen ninth overall in 2020 because of his wheels. They did so because he could bash baseballs. As Eric Longenhagen wrote the following spring, the left-handed-hitting outfielder possessed “the most obvious long-term power projection” among that year’s high school draftees, adding that Veen’s “in-the-box actions are quiet and smooth up until the moment he decides to unleash hell on the baseball.” Longenhagen rated him the organization’s top prospect before he had played his first professional game.

Two seasons into his career, Veen’s still-promising power has been overshadowed by his running game. Through 232 contests, the 6-foot-4 Port Orange, Florida native has left the yard a modest 27 times and swiped an immodest 91 bases. Counting his past-season stint in the Arizona Fall League, those totals are 28 home runs and 107 stolen bases in 253 games.

I asked Veen, who came in at No. 51 on Baseball America’s newly released Top 100 list (our own rankings are forthcoming), about his Eric Young Sr.-like theft numbers prior to an AFL game last October. Was stealing a lot of bases a goal coming into the 2022 season?

“Honestly, it was just something where I learned a lot last year, and I wanted to carry that over to this year,” he told me. “A lot of it is picking the right time to run. Last year I kind of just ran whenever, and this year I really only tried to run when I needed to run.” Read the rest of this entry »


Ralph Garza Jr. and the Sometimes Sidearmers

Akash Pamarthy / USA TODAY NETWORK

Back in November, left-hander Tyler Anderson signed with the Angels, and Ben Clemens wrote a super interesting piece about the deal. How did Ben make his article so interesting? By cheating. He was already writing a cool article about Anderson, so rather than start from scratch, he just folded the existing article into one about the signing. It was unfair to the rest of us who struggle to keep up with Ben even when he’s not juicing.

What Ben noted is that in 2020, Anderson started throwing his sinker from a lower arm slot against lefties. More recently, he started doing the same with some of his cutters. Dropping down some for his cutters meant that hitters could no longer assume that a low release point meant a sinker was coming, and it also improved the cutter’s performance. In 2022, lefties had a wOBA of .268 and an exit velocity of 79.5 mph against Anderson’s regular cutter. The drop-down cutter was at .124 and 76.3.

Inspired by Anderson’s novel approach, I went looking for pitchers who do the same thing. We’re not just looking for players who drop down some to throw certain pitches; there are too many of those to list. We’re specifically looking for players who dramatically change their arm angle depending on the handedness of the batters they’re facing. Once you weed out position players, who understandably have very inconsistent release points, there are only a few players who fit those parameters. Just six pitchers had a difference of more than three inches between their vertical release points against righties and lefties:

Vertical Release Splits (Feet) – 2022
Player vs. LHB vs. RHB Difference
Ralph Garza Jr. 5.59 4.02 1.57
Rich Hill 4.82 5.71 .89
Humberto Castellanos 5.37 4.97 .40
Yennier Cano 5.65 5.28 .37
Tyler Anderson 5.73 6.07 .34
Joe Smith 3.30 3.00 .30
SOURCE: Baseball Savant

Read the rest of this entry »