Archive for Daily Graphings

Consider Ketel Marte Broken Out

In writing, the rule of three “suggests that a trio of events or characters is more humorous, satisfying, or effective than other numbers.” With this in mind, I present to you three interesting facts about Diamondbacks second baseman and center fielder Ketel Marte.

First, he’s married to the cousin of Vladimir Guerrero Jr., and the two are so close that Marte thinks of himself as Guerrero’s older brother. Second, in 2017, he became just the eighth player in baseball history to hit two triples in a playoff game and was the first to do so from both sides of the plate. And third, he’s responsible for the second-longest home run this year, this 482-foot blast:

Hopefully you found those three facts an effective introduction to Ketel Marte. While the first two are certainly interesting tidbits, it is that third fact — the majestic home run — that is worth delving further into. Marte has hit 17 home runs in 302 plate appearances this season. Even in a homer-happy environment, that ranks tied for 15th in baseball. It also already represents a career-high, surpassing the 14-homer mark he set in 2018. Read the rest of this entry »


The Most Predictable Man in Baseball

The Tampa Bay Rays are having a tremendous year so far, better than anyone could have expected. They’re a half game out of first in the perennially difficult AL East, and that might be underselling how good they’ve been this year — their BaseRuns record is the best in baseball. How have they done it? Their pitching staff has been the best in baseball by a huge margin, posting a 3.02 ERA and a 3.34 FIP, both of which are miles better than second place. The hitting has been good, but pitching has the Rays playing like a championship contender.

That pitching staff has been a many-headed monster this year, and Yonny Chirinos has been a key part of it. He’s bounced back and forth between starting and following an opener (headlining?) over 75 innings of work, compiling a 2.88 ERA and 4.05 FIP in his second major league season. He was above average last year as well — a matching 3.51 ERA and FIP over nearly 90 innings. He sports a 21.5% strikeout rate and a sterling 4.9% walk rate. In short, Chirinos looks like a mid-rotation major league starter for the foreseeable future. What’s truly amazing about him, however, is that he’s doing that while being the most predictable pitcher in all of baseball.

If you’re behind in the count against Yonny Chirinos, it’s going to be a long day for you. His splitter, which he only learned in 2017, is lights-out. It’s been the third-most-valuable splitter in baseball this year, behind relievers Hector Neris and Kirby Yates. It generates truly video game numbers: a 45% whiff rate, 2.5 ground balls for every fly ball, and a .155 wOBA on plate appearances that end with a splitter. When Chirinos has the advantage, he’s not shy about going to the split: he throws it 43% of the time, more than twice as often as his overall rate of splitters.

No, if you want to beat Chirinos, you need to avoid the splitter. If you end up in a two-strike count, you’ll probably wave at air before heading back to the bench. Get ahead in the count, however, and things change. Chirinos has an effective fastball, a 94-mph sinker with huge horizontal break that runs in on the hands of righties. Still, it’s a fastball, not a world-destroying offspeed pitch. There’s no question which offering you’d rather face. Read the rest of this entry »


The Phillies Have Their Ace Back

A year ago, Aaron Nola was one of the best pitchers in baseball. His 3.01 FIP was very good, his 2.37 ERA was even better, and his 5.4 WAR was fourth in the National League and helped him to a third-place finish in the Cy Young voting. After four starts this season, Nola pitched like one of the worst pitchers in baseball with a 6.25 FIP, a 7.45 ERA, an ugly 13% walk rate, and a -0.2 WAR that ranked 74th out of 77 qualified pitchers. At that time, Dan Szymborksi diagnosed Nola’s issue with walks and homers and noted the following:

At least in the early going, batters seem to simply be taking a more passive approach to Nola after his breakout 2018 season, and he hasn’t adjusted. And he’s getting away from some of the things that he did successfully in 2018, such as daring to throw curves to lefties when behind in the count (he’s dropped from 39% to 20%). Batters are more patient and Nola’s been more predictable.

Since that time, Nola has essentially returned to form. He had one more bad start where he gave up two homers but encouragingly struck out nine batters against one walk. Since that start, Nola has taken the mound nine times and his FIP has been 3.30, a 76 FIP- in this run-scoring environment and very close to the 73 he’s put up over the last three years. His ERA is a very good 3.48, and though his walk rate is slightly elevated at 10%, his 26% strikeout rate is right in line with last season. In his piece, Szymborski produced a table showing the cause of Nola’s high walk rates. Batters weren’t chasing pitches they used to and they were making contact when they did. Here’s the bulk of that table, with Nola’s work through the time of Dan’s piece on April 18 and since then.

Aaron Nola Plate Discipline
Year K% BB% O-Swing% Z-Swing% Swing% O-Contact% Zone% F-Strike% SwStr%
2016 25.1% 6.0% 29.5% 55.7% 42.2% 61.5% 48.3% 60.7% 9.6%
2017 26.6% 7.1% 29.4% 60.8% 44.5% 59.3% 48.2% 64.4% 10.8%
2018 27.0% 7.0% 33.2% 64.2% 47.0% 60.9% 44.7% 69.4% 12.4%
Thru 4/15/19 21.8% 12.6% 25.5% 55.4% 38.4% 70.0% 43.0% 48.3% 8.4%
Since 4/15/19 26.8% 9.2% 30.3% 57.0% 41.1% 61.8% 40.4% 62.4% 9.2%

Nola isn’t quite repeating what he did a year ago, but he’s not too far off either. He’s throwing fewer pitches in the strike zone and he’s not getting as many swinging strikes, which is something of an issue, but when hitters swing at pitches outside the zone, they are whiffing like they used to. Getting a lot more first strikes is a good thing for Nola, but even better, he’s actually finishing off batters once he gets that first strike. Read the rest of this entry »


Chris Paddack’s Strange Journey

At the start of the 2019 season, the Padres went against conventional baseball wisdom. Chris Paddack, their highest-rated pitching prospect, and Fernando Tatis Jr., their best prospect, both looked ready for the big leagues. Most teams would have left them down in the minor leagues to start the year. They’d have thrown around “working on their defense” or “learning to be a pitcher, not a thrower,” but the reason would be economics. Leave a prospect down for a few weeks, and there’s an extra year of control in it for you on the other side.

The Padres, though, weren’t in the mood for games. Their two highest-paid players lobbied the owner to have Tatis on the opening day roster. Paddack didn’t need a promotional campaign: he struck out 24 batters in 15.1 innings of spring work. His changeup looked dominant. He was ready, and the Padres saw it: he started the fourth game of the season. Skipping service time games and letting your best players play was a revelation, if an obvious one. Paddack started the season with a 1.93 ERA over nine games, Tatis was the team’s best hitter, and “your best players should play” looked like a new and exciting counter to the service-time doldrums.

On Wednesday, the Padres demoted Chris Paddack to the minors. It almost doesn’t matter which level he’s headed to (High-A Lake Elsinore), because he’s unlikely to throw many innings on the farm. The Padres have been cautious with Paddack’s workload this year, only his second season back from Tommy John surgery, and there’s no reason to put stress on his arm against Cal League batters. Indeed, manager Andy Green was quick to mention workload management when describing why Paddack was being optioned:

“Rest is part of the equation. We’ve talked all year long about understanding that Chris had some limitations when it came from pitching from the first day of the season to the last day of the season. We’re cognizant of that. This is a good time to get some work done and get some rest at the same time.”

Sending Paddack to the minors looks odd at first glance. He has a 3.15 ERA and a 3.71 FIP, and he’s probably the best starter on the Padres. Why send him down? Let’s consider a few possible explanations before jumping to any conclusions.
Read the rest of this entry »


Carlos Santana Goes Another Way

Editor’s note: Jake has previously written at Lookout Landing, and was a FanGraphs Resident in 2018. He’ll be contributing to FanGraphs a few times a week, and we’re excited to welcome him.

With “elevate and celebrate” now a totally normal part of the current baseball vernacular, it’s easy to assume that any given offensive breakout is being driven by an increase in launch angle and a corresponding surge in power. Carlos Santana isn’t exactly breaking out; he’s already a well-established and productive hitter. But after a down 2018 in Philadelphia, he’s rebounding in a big way back in Cleveland, and the most interesting thing about Santana’s resurgence is how his batted ball profile has changed.

From 2010 to 2017, Santana was a fixture in the middle of the Indians lineup, compiling a 123 wRC+ across more than 4,700 plate appearances. He’s made at least 600 plate appearances in each full season he’s played, showing a remarkable amount of consistency and durability. A strong approach at the plate has led to an excellent strikeout-to-walk ratio throughout his career, forming a solid foundation for his overall offensive contributions. But he’s always struggled with a low BABIP. He’s not the most fleet of foot and his 13.9% career pop-up rate is far too high. That has led to some streaky hitting based on the whims of the batted ball gods.

That flawed batted ball profile really betrayed him in his one year away from Cleveland. In Philadelphia, Santana posted his highest fly ball rate since his rookie year and the second-highest pop-up rate of his career. Opposing teams have often shifted against him, but that rate increased a significant amount last year. As a result, his BABIP floundered to a career-low .231, and he ended up posting the second-lowest wRC+ of his career — just 109.

Traded back to Cleveland this offseason by the Seattle Mariners, Santana has regained his hitting stroke. He’s posting career-highs across his slash line, leading to a 144 wRC+, the ninth-best mark in the American League. Just a glance at his batted ball profile reveals a completely different hitter: Read the rest of this entry »


Scott Kingery’s Royal Improvement

Scott Kingery has had an eventful career.

A second round pick out of the University of Arizona back in 2015, Kingery breezed through Philadelphia’s minor league system. In 2017, he hit .304/.359/.530 with 26 home runs across 603 plate appearances split between Double-A and Triple-A. The next spring, Eric Longenhagen ranked Kingery as the team’s second-best prospect, calling him “a potential star.”

Kingery made national headlines that March when he signed a six-year, $24 million deal, becoming just the second drafted player to sign a multi-year contract before playing in a big league game. Soon after, Sheryl Ring analyzed each side’s motivation for making the move.

“The Phillies and Kingery both walk away with what they needed,” Ring wrote. “For the Phillies, their best chance to win now and, for Kingery, life-changing money. Deals don’t get any better than that.”

In his first taste of the big leagues, Kingery struggled. He played in 147 games, primarily at shortstop (887 innings), though he also saw action at six different positions and even pitched once. But his bat never came around. He slashed just .226/.267/.338 with eight homers and a 62 wRC+. Among batters with at least 400 plate appearances, Kingery was the fifth-worst hitter in baseball. Solid defense (3.4 runs above average) and baserunning (3.4) kept him on the roster, but Kingery was basically a replacement-level performer.

This season, Phillies fans are seeing a rejuvenated Kingery, and not a moment too soon. With Andrew McCutchen on the shelf with a torn ACL, Odubel Herrera on administrative leave after being charged with domestic violence, and Adam Haseley on the injured list after straining his groin, the Phillies’ outfield depth is perilously thin. A trade for Jay Bruce provided reinforcement, but Philadelphia needed someone else to step up, too. Read the rest of this entry »


Joey Gallo Talks Hitting

Joey Gallo is a unique hitter having an outstanding season. Though temporarily sidelined with an oblique injury, he’s slashing .276/.421/.653, with 17 home runs in 214 plate appearances and a 170 wRC+. And when he’s not bopping, he’s usually fanning or walking. The 25-year-old Texas Rangers slugger has the second-highest walk rate, and the second-highest strikeout rate, among qualified major league batters. The antithesis of a singles hitter, Gallo is all about Three True Outcomes.

Gallo sat down for an in-depth discussion of the art and science of hitting earlier this week.

———

David Laurila: Straightforward question to start: What is your hitting approach?

Joey Gallo: “I feel that I have a pretty in-depth thought process at the plate. I always have an approach. I think a lot of people assume I just go up there kind of ‘beer-league-softball,’ and try to crush everything I see. But I have a plan of what I want to do against a certain guy; the pitches I want to look for; who is behind the plate, umpire-wise; who is calling the pitches, catcher-wise; what the environment is; what the situation is. There’s a lot that goes into hitting. It’s not just me trying to put the ball into the seats.”

Laurila: Nuance aside, are you generally hunting fastballs middle, and adjusting from there?

Gallo: “I don’t want to give away exactly what I’m thinking at the plate. Obviously, you’re taught to look fastball and adjust to off-speed, but there are situations where you change that approach and look for different stuff. It changes at-bat to at-bat. Sometimes you’re looking off-speed. Sometimes you’re looking for a certain location. You’re not always just looking fastball, because the guys are so good in this league that you can’t always have exactly the same approach.”

Laurila: Have you made changes this year with either your approach or your mechanics?

Gallo: “I’m trying to stay through the ball a lot more now. That’s something we’ve worked on: I try to stay as short and compact as I can. One thing we talked about when Luis Ortiz was hired [as hitting coach] was that I don’t need to generate any more power. All I have to do is touch the ball; all I have to do is put the barrel to the ball. So we worked on simplifying my swing, throughout the offseason and in spring training. I had too much movement for a big guy. Now I’m just thinking about getting my foot down and putting the barrel to the ball.”

Laurila: Is there any compromise with the shortening up? All hitters have their timing mechanisms. Read the rest of this entry »


Everyone Should Want Marcus Stroman

We are still about seven weeks shy of the trade deadline, but the list of teams trying to add to their rosters (and their counterparts willing to move quality players) is beginning to show its form. And as they are very July, teams are on the lookout for starting pitching, with the list of pitchers who might be available also beginning to take shape: Madison Bumgarner of the Giants, Marcus Stroman and Aaron Sanchez of the Blue Jays, the Rangers’ Mike Minor, the Tigers’ Matthew Boyd, and perhaps Mike Leake and Marco Gonzalez of the Mariners are all potential targets. Inevitably, some of these players will be traded and make a difference for teams down the stretch, but beyond simple availability, it is probably useful to know why a pitcher is desirable in the first place. Marcus Stroman is a good pitcher having a good year, and with another season of team control after this one, he might be the best starting pitcher traded this season.

Stroman is a bit of a throwback in today’s game, relying on a sinker and posting pedestrian strikeout totals. He challenges hitters with the sinker, as evidenced by his heatmap against right-handers using the pitch this season:

Read the rest of this entry »


Is Popup Rate a Skill?

When I wrote about Mike Soroka this week, I mentioned that he’s one of the best players in baseball at getting popups. Nearly 20% of the fly balls opponents have hit against him have ended up in an infielder’s glove, one of the best rates in baseball. It’s clear that this is a valuable skill for the Braves — a fifth of Soroka’s fly balls are automatic outs. But there’s a follow-up question there that’s just begging to be asked. Does Soroka have any control over this? Do pitchers in general have any control over how many popups they produce?

This is the kind of question where it’s important to know exactly what you’re asking. FanGraphs has a handy column in our batted ball stats, IFFB%, that looks like it cleanly answers what you’re looking for. Be careful, though! IFFB% refers to the percentage of fly balls that don’t leave the infield, not the percentage of overall balls in play. Let’s use Soroka as an illustration of this, because his extremely high groundball rate will make the example clear. Take a look at Soroka’s batted ball rates this year:

Mike Soroka’s Batted Ball Rates, 2019
GB/FB LD% GB% FB% IFFB% HR/FB
2.97 22.0 58.4 19.7 17.6 2.9

Soroka allows 19.7% fly balls, of which 17.6% are infield fly balls. In other words, roughly 3.5% of balls put in play against Soroka this year have been popups. For me, that helps contextualize what we’re talking about. Lucas Giolito has the highest rate of popups per batted ball in the major leagues this year among qualified starters, a juicy 7.4% (in a lovely bit of symmetry, teammate and other half of the Adam Eaton trade package Reynaldo Lopez is second). Eduardo Rodriguez is last among qualified starters at 0.5%. There’s a spread in how many popups players allow, but it’s not enormous.
Read the rest of this entry »


Saberseminar Is Back — Get Your Tickets Now!

If you read FanGraphs regularly, you’re probably already familiar with Saberseminar, the annual weekend event that puts you up close with some of baseball’s top coaches, statisticians, scouts, doctors, and scientists. Officially titled Sabermetrics, Scouting, and the Science of Baseball, the event always boasts an incredible lineup; you can view last year’s speakers here.

This year’s seminar will take place August 10 and 11 at Boston University. And while the exact agenda is still being finalized – baseball folks are so busy! – the organizers have shared a few highlights, which include:

  • Research symposiums on defensive evaluation, physics, pitching, biomechanics and health, free agency and economics, game strategy, and more!
  • Over 25 research presentations.
  • The second annual presentation of Saberseminar’s scholarship awards to women and minority students aspiring to front office roles.
  • A live recording of Effectively Wild.

Early ticket pricing ends Saturday, June 15, with regular ticket sales starting June 16. Tickets, including discounted student tickets, can be purchased here.

And as if a weekend of nerdy baseball fun isn’t exciting enough, you’ll also be supporting a wonderful cause, as proceeds from the event will be donated to the Angioma Alliance.

We’ll keep you posted as the agenda is finalized and we confirm which FanGraphs writers will be in attendance. We’ll also have details on our annual Saberseminar Eve meetup soon.

In the meantime, take advantage of the early ticket pricing, and start looking forward to a great event!