Very few things have gone according to plan in Kansas City this season. Yes, Bobby Witt Jr. made his major league debut alongside a number of other promising young position players, but the team is still on track to lose 97 games, their sixth consecutive losing season. After investing in a number of free agents prior to the 2021 season and taking a few small steps forward, the franchise has taken one giant leap backwards this year.
Their inability to break out of a rebuilding cycle that began after their 2015 World Series victory led to the dismissal of president of baseball operations Dayton Moore earlier this month. After guiding the franchise for 16 years, the Royals decided new leadership was required to push the team back into relevance. While Moore was sometimes ridiculed for his adherence to old school methods of roster construction and strategy, his track record should speak for itself. After taking the helm in 2006, he slowly rebuilt the entire organization, culminating in their championship season. Unfortunately, that success was short lived and the team slipped into another rebuilding cycle soon afterwards. Read the rest of this entry »
Max Muncy is having a slightly better-than-league average offensive season. That’s not at all unusual, as Muncy has been an offensive force ever since he joined the Dodgers in 2018. But remember, way back in the olden days of early spring, when he looked disturbingly lost? An elbow injury suffered last year had knocked his mechanics all out of whack, and pitches he’d usually line off the wall were getting popped up or beaten into the ground. Nothing worked. It’s not just that he hit .164 in the first half of the season; he hit under .200 in each of the first four months of the season individually.
It’s kind of remarkable that the Dodgers let him play through this funk; he wasn’t in the lineup every day, but he played 73 games and batted 297 times in the first half. That’s a lot of rope. Usually, in order to get that much playing time with a sub-.200 average, a player needs to be either a premium defender at an up-the-middle position or a Pittsburgh Pirate. But the Dodgers have been tolerant of struggling stars in recent years. Cody Bellinger, for instance, is still a regular despite having been stricken blind sometime in 2020. Read the rest of this entry »
While it is bittersweet to see anyone tie my father’s single-season American League home run record, it’s an honor to know that he shares it with a player as talented and as gracious as Aaron Judge. Aaron plays with passion, puts the team first, and wears Yankee pinstripes. In all of these ways, he is a true successor to Roger Maris. On behalf of the entire Maris family, I would like to offer my sincere and heartfelt congratulations to Aaron Judge.
I would also like to take this opportunity to ask a question: Does this mean I can go home now?
I can go now, right? Please let me go home. It has been so long. I have a cat. I am worried about him. It has been eight days and I need to check on Professor Whiskers. Read the rest of this entry »
On September 1, one day after baseball’s no. 5 overall prospect made his major league debut, Dan Szymborski wrote that the Baltimore Orioles “showed mercy to minor league pitchers … officially calling up infielder Gunnar Henderson.” As my colleague pointed out, the 21-year-old left-handed hitter had slashed .297/.416/.531 with 19 home runs over 112 games between Double-A Bowie and Triple-A Norfolk. His wRC+ was a healthy 154.
Henderson has continued to impress at the big-league level. In 110 plate appearances with the O’s, the young slugger has punished pitchers to the tune of a 139 wRC+, with 12 of his 27 hits going for extra bases. He’s left the yard four times, with the latest of those blasts leaving his bat at 111.1 mph and traveling 428 feet into Fenway Park’s center field bleachers.
Henderson sat down to talk hitting on Tuesday, one day before he was named Baseball America’s Minor League Player of the Year.
———
David Laurila: Let’s start with your evolution as a hitter. What do you know now that you didn’t when you were drafted by the Orioles [42nd overall in 2019 out of Selma, Alabama’s John T. Morgan Academy]?
Gunnar Henderson: “I would say that it’s the number of good pitches you get to hit. In high school, you’ll get multiple pitches to hit within an at-bat, and then as you progress, at each and every level, it’s less and less. Especially here in the big leagues. You really have to take your walks and not give in to what the pitcher wants you to do. You’ve got to hunt for that one pitch, because you might only get one, maybe two, a game.”
Tuesday night, I watched Ryan Helsley face the middle of the Brewers order in the bottom of the eighth inning. It went roughly how you’d expect – strikeout, groundout, strikeout. He came back out for the ninth, and after an inning-opening walk, closed out the frame with another two strikeouts and a groundout. It didn’t feel surprising; that’s just what great relievers do at the end of games.
That wasn’t always the case. The game has changed over the years. Relievers are pitching fewer innings per appearance, and doing so in better-defined roles. Strikeouts are up everywhere. Velocity is up everywhere. Individual reliever workloads are down, which means higher effort in a given appearance despite bullpens covering more aggregate innings. I’m not trying to say that the current crop of relievers doesn’t have structural tailwinds helping them excel. But seriously – top relievers now are so good.
Look at the top of this year’s WAR leaderboard for relievers – either RA9-WAR or FIP-based WAR will do – and you’ll see a veritable wall of strikeouts. Edwin Díaz, Devin Williams, A.J. Minter, Helsley, and Andrés Muñoz are all in the top 10 and all run preposterous strikeout rates. They’re good in an in-your-face way. Since I’ve watched baseball, dominant late-inning relievers have succeeded by striking batters out, but that trend has accelerated in the past decade or so. Here, take a look at the strikeout rate of the 10 top relievers in baseball, as determined by fWAR, every year since integration:
The Texas Rangers are seeking multiple apprentices in Player Development. Each Apprentice will work with one of the Rangers’ minor league affiliates and report to the Minor League Video Coordinator. Apprentices will operate as an extension of the coaching staff and be a resource for both players and coaches. They are expected to manage the collection and application of data and technology at their respective affiliate and will gain experience across multiple areas of Baseball Operations.
Job Responsibilities:
Video & Technology Operation:
Operate bat/ball tracking technology and baseball technology
Capture game video and manage upload process for all games
Gather high frame rate video of hitters and pitchers
Manage data and collection process and assist with interpretation with coaches and players
Advance Scouting:
Collaborate with coaching staff and player development staff to monitor player goals and player progress
Conduct research and analysis, both at the request of staff and independently
Use internal system tools to assist
Communicate research in simple and concise manner to Minor League coaches, players, and Player Development staff
Systems Support:
Support field staff with on-field responsibilities
On field skills such as throwing BP is a plus
Support field staff and players with coach education and various administration tasks
Support Strength and Conditioning and Athletic Training staff to provide assistance and application to their fields of your finding
Education and Experience Requirements:
Bachelor’s degree
Demonstrated passion and understanding for biomechanics, pitching or hitting analysis or sports science.
Spanish speaking a plus
Job Requirements:
Excellent written and verbal communication skills
Availability to start working in January 2023
Ability to work seamlessly in teams
Working knowledge of advanced baseball statistics and publicly available research
We hear about Emma’s upcoming piece on Austin Riley and get insight into her interview and transcription process, as well as the nitty gritty when it comes to sitting down to write. The duo then discuss Emma’s recent article on the unionization of the minor leagues, and what led to that effort coming together much more quickly than most expected. We also hear about how fun it is to talk to Ron Washington, being glued to Aaron Judge’s plate appearances, some playoff predictions, and who they are excited to see next season. Finally, Eric introduces the concept of “showmakase” and asks Emma to share a curated list of episodes from one of her favorite television shows, It’s Always Sunny in Philadelphia.
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Don’t hesitate to direct pod-related correspondence to @dhhiggins on Twitter.
Ben Lindbergh and Meg Rowley banter about the fight for the third wild card in the National League and the way in which the expanded playoff format shifts attention toward middling teams, appreciating postseason success and regular-season success, the regular-season dominance of the Dodgers, home-run-record derangement syndrome (17:52) and a middle ground between the warring absolutists worked up one way or another about Aaron Judge (or pitchers not pitching to him), a better name for the combined cycle, a suspicious Carlos Correa quote, a counterintuitive observation about Yadier Molina’s basestealing suppression, Tony La Russa reportedly not returning to the White Sox next season, Rich Hill planning to pitch again, pedantic questions (1:13:01) about non-baseball ballparks, payoff pitches, and long balls vs. big balls, plus a new name for the Grand Junction Rockies, a new use for a descending mound, and a Past Blast (1:26:09) from 1910.
But how do we know if these performances are sustainable? Story never reached those heights again but he still became an excellent big leaguer. Kwan is a Rookie of the Year candidate, but his teammate Owen Miller has fallen off after hitting .400 in April. Joe, meanwhile, has had a pedestrian .230/.334/.323 slash line since the beginning of May. We know that stats like OPS can take nearly a full season to stabilize, so how can we separate the Millers from the Kwans?
This is where plate discipline metrics come in. Because the average batter sees nearly four pitches per plate appearance, plate discipline stats reach a reliable sample size much more quickly than the surface-level stats that are tracked on a plate appearance basis. The primary plate discipline stat we’ll be examining here is chase rate (listed as O-Swing% on the site). To my mind, chase rate is probably the best single stat to use when assessing a hitter’s swing decisions. Some hitters have outlier levels of plate coverage that allow them to do damage on pitches in specific spots out of the zone, but in general, chasing less is almost always better than chasing more. A quick glance at the relevant metrics will show you exactly why:
Batter Results on Pitches In and Out of Zone
Avg. Exit Velocity
Slugging
Whiff Rate
In Zone
90.7 mph
0.564
17.8%
Out of Zone
80.5 mph
0.215
42.6%
For a variety of reasons, swing decisions are quite difficult to improve at the major league level. The average hitter’s plate discipline metrics don’t change by more than a few percentage points over the course of their career. Still, many of the most patient hitters in baseball have managed to make improvements. Mike Trout’s evolution from young phenom to the best hitter of his generation involved a steady drop in his chase rate throughout his mid-20s, while others make adjustments during their time in the minors that enable their breakouts as big leaguers.
When we see a player go ballistic during the first couple months of a season, it’s exciting. But when these big performances are backed by noticeable improvements in the player’s swing decisions, they have much greater potential to be sustainable. So who were the biggest early-season plate discipline improvers of 2022? To answer this, I looked at every hitter with at least 200 plate appearances in 2021 and compared their chase rates that season to their chase rates through the end of May this season. The biggest improvers can be seen below:
Min. 200 PA in 2021, min. 100 PA in 2022 through 5/31.
Despite his excellent 24.7% chase rate through the end of May, you won’t see the aforementioned Steven Kwan here, as he debuted in the majors this season. Because minor league pitch data is largely unavailable for most players, we’ll solely be analyzing players who made swing decision improvements compared to previous major league seasons. There’s a wide variety of players on this list, but something they all have in common is that even when we look at a larger sample over the full season, they all have lower chase rates in 2022 than they did in ’21. Let’s take a look at a few of these players to see how their plate discipline development has impacted their overall results.
One player who made Herculean improvements to his plate discipline was Taylor Ward. Ward was one of the biggest stories of the early season, putting up a Barry Bonds-like slash line of .384/.505/.744 with eight homers through his first 25 games. Equally impressive, though, was the fact that he walked just as much as he struck out; his chase rate of 17.9% ranked first among all hitters with at least 100 plate appearances over that stretch. ZiPS absolutely bought into the breakout, forecasting a 20-point increase in projected wRC+ as compared to previous seasons. And while his 1.249 OPS in the early season (aided by a .439 BABIP) didn’t last, he’s still kept up an excellent level of production in his first season as an everyday player. He has a 131 wRC+ with a very reasonable .318 BABIP, and at 3.2 WAR, he’s surpassed his ZiPS projection for the year.
More importantly, Ward’s elite plate discipline gains have been sustained over the full season. He’s walked in 11.2% of plate appearances, and his career-best 23.4% chase rate ranks in the 93rd percentile of all hitters. According to Statcast’s swing/take leaderboard, Ward has created 23 runs by laying off pitches in the “chase” zone, pitches that are out of the zone but still close enough to make hitters swing often. Tied with Ward near the top of the leaderboard is fellow plate discipline improver Christian Walker, whose combination of swing decisions and raw power have led to his best season on record.
Taylor Ward started the season with less than a full season’s worth of major league playing time under his belt; by making the necessary adjustments to his approach, he’s locked down a roster spot for the foreseeable future. But what about players who have been everyday big leaguers for the better part of a decade? Are they also capable of significantly slashing their chase rates? In the case of White Sox first baseman José Abreu, the answer here is yes. In his age-35 season, Abreu has the fewest home runs of any season in his career (including 2020) while posting a career-low isolated power. However, he’s on pace to post his best wRC+ in a full season since 2017. Abreu came into the majors in 2014 after lighting up the Cuban National Series (seriously, just look at his stats). In his early days with the White Sox, he was known as a free swinger with huge pop, clubbing 36 homers and finishing second in the league in OPS, while swinging at 41% of pitches out of the zone. Since then, he’s spent most years in the mid-30% range, including a chase rate of 36.4% in 2020, when he won American League MVP. After nearly a decade of big league experience, it was surprising to see Abreu’s chase rate go down to just 30% through May of this season. His current rate sits at 33.6%, the second-lowest chase rate of his career, while his 0.56 BB/K ratio is the best he’s ever posted. So how do we know these late-career gains are real? Let’s take a look at how he’s been pitched to this year as compared to previous ones:
José Abreu Statcast Location Zones
Heart
Shadow
Chase
Waste
2015-2021
24.8%
40.6%
23.3%
10.5%
2022
25.8%
42%
22.6%
9.5%
SOURCE: Baseball Savant
It’s easy to hypothesize that Abreu has just been getting more pitches in the dirt (which are far easier to lay off of), but it turns out the opposite is true. Statcast’s attack zones were created to understand how hitters make swing decisions in four discrete regions, ranging from down the middle (heart) to nowhere near the zone (waste). Abreu has been seeing a lower proportion of pitches in the waste zone, but a similar number of pitches in the shadow and chase zones, where out-of-zone swings can realistically occur. All of this is to say that these improvements are no fluke. Abreu isn’t being pitched differently, he’s simply improved his swing decisions and is likely to finish the season with career-best strikeout and walk rates. Making these changes has proven to be especially helpful at Abreu’s age. We know that a hitter’s offensive production tends to crater when they enter their mid-30s, and many superstars have quickly become mere mortals after losing some of their speed, barrel control, and bat speed (see: Albert Pujols). Abreu’s 43 plate appearances per home run is the worst of his career (by a lot), but despite this, his overall production is even better than it was last year when he hit twice as many homers. Becoming a free agent going into their age-36 season is scary for many players, but Abreu’s improvements in the approach department may significantly lengthen his career.
What about players who significantly worsened their chase rate in the first couple months of the season? Using the same method as before, let’s look at the players who swing at far more bad pitches than last season:
min. 200 PA in 2021, min. 100 PA in 2022 through 5/31
There are many interesting players to analyze among this bunch, including Bryce Harper, whose newfound aggression at the plate may actually be beneficial, but there’s one guy I want to look at specifically because swing decisions are such a huge part of his profile – Joey Gallo.
The quintessential Three True Outcomes player, Gallo has walked, struck out, or hit a long ball in over half his plate appearances every year of his career. As a hitter who puts few balls in play, Gallo’s ability to succeed offensively relies strongly on his ability to demonstrate patience at the plate. Last season with the Rangers and Yankees, Gallo had his best full season with a 122 wRC+ and a career-high 4.2 WAR despite hitting below the Mendoza line. His elite 18% walk rate was supported by a 22.1% chase rate, seventh-best among qualified hitters. In 2019, Gallo missed half the season but had a 144 wRC+ when healthy, and swung at just 24.2% of pitches outside of the zone. In the first two months of 2022, that number ballooned to 33%, near the league average rather than elite. As a result, his walk and barrel rates fell while his strikeout rate rose compared to his career averages. Gallo’s performance this year has significantly declined from last, slashing .166/.288/.364 while maintaining this elevated chase rate all year long.
Going back to Statcast’s swing/take runs, there’s one key area where Gallo made a noticeable change. Last year, Gallo swung at 44% of pitches in the shadow of the zone, a region containing pitches within a few inches of the edge of the plate. This season, that rate has jumped to 55%. While this isn’t necessarily bad for all hitters, Gallo’s elevated whiff rate hurts him when he swings at borderline pitches. While the league as a whole comes up empty on 26.4% of their swings in the shadow area, Gallo whiffs 48.5% of the time. As a result, his chase rate has climbed without him doing any additional damage to pitches in the zone.
These are just a few of the many players whose changes in production this year have been caused by an improvement or decline in their swing decisions. Whether conscious or not, changes in a player’s approach can often have career-altering effects. In Taylor Ward’s case, we’ve seen how a leap forward in approach turned a bench outfielder on the fringes of the roster into an above-average everyday regular, while José Abreu has used his newfound skills to prolong an already sensational career. The fact that sustained reductions in chase rates are so uncommon makes the stories of players whose careers were made or revitalized from swing decision improvements all the more interesting. While we like to imagine what many players would be like if they could make the right adjustments, only a select few can actually do it.
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