Effectively Wild Episode 1882: Back-Tracking and Bat-Tracking

EWFI
Ben Lindbergh and Meg Rowley banter about Mike Trout’s rare back injury, Zac Veen and vaccines, the Rangers’ one-run record, interesting team trade rumors, and teams with tough deadline decisions, plus a Past Blast from 1882. Then (42:40) they talk to MLB.com’s Mike Petriello about Statcast’s newly public bat speed and swing path data, touching on how bat speed is calculated, the fastest swingers so far, how teams are already using bat-tracking tech, bat-tracking on broadcasts, the size of the sweet spot, the majors’ small margin for error, the pitcher-batter balance, scouting vs. developing swings, and what we still don’t know about bat-tracking.

Audio intro: Queen, “Back Chat
Audio interstitial: Remember Sports, “No Going Back
Audio outro: Gillian Welch, “Back Turn and Swing

Link to Jeff Fletcher on Trout
Link to Sam Blum on Trout
Link to Trout’s comments
Link to Zac Veen thread
Link to Rosenthal on the Tigers
Link to FG Playoff Odds
Link to Joe Posnanski on the Rangers
Link to Red Sox misplays montage
Link to Tapia grand slam
Link to Mike’s bat-tracking primer
Link to Ethan Moore’s article
Link to ESPN BatTrack broadcast
Link to ESPN BatTrack data
Link to Rob Arthur on pitch/exit speed
Link to Tango’s Stanton post
Link to Tango on swing speed
Link to Tango on angular vs. linear speed
Link to Tango’s swing model
Link to Tango on bat collisions
Link to Tango on swing explosiveness
Link to Tango on bat position
Link to Tango on bat position/swing speed
Link to Tango on the Barrel zone
Link to Tango on attack angles
Link to Ballpark Dimensions pod
Link to Richard Hershberger’s Strike Four
Link to 1882 story source
Link to Sir Parsifal’s spreadsheet
Link to Facebook post about the EW wiki
Link to “How to Help” wiki page

 Sponsor Us on Patreon
Subscribe to Stathead (Code: WILD20)
 Facebook Group
 Twitter Account
 EW Subreddit
 Effectively Wild Wiki
 iTunes Feed (Please rate and review us!)
 Get Our Merch!
 Email Us: podcast@fangraphs.com


The 2022 Replacement-Level Killers: Third Base & Center Field

© Eric Hartline-USA TODAY Sports

Again, the focus of this series remains on teams that meet the loose definition of contenders (a .500 record or Playoff Odds of at least 10%), and that have gotten about 0.6 WAR or less thus far, which prorates to 1.0 WAR over a full season. With most contenders reasonably well-situated at third base, I’ve loosened the criteria a bit for reasons that will become clear. As noted previously, some of these situations are more dire than others, particularly when taken in the context of the rest of their roster. I don’t expect every team on these lists to upgrade before the August 2 deadline, and I’m less concerned with the solutions – many of which have more moving parts involved than a single trade — than the problems.

2022 Replacement-Level Killers: Third Base
Team AVG OBP SLG wRC+ Bat BsR Fld WAR ROS WAR Tot WAR
Twins .265 .312 .436 110 4.5 -5.3 -7.7 0.6 1.2 1.8
Phillies .266 .306 .382 90 -4.5 0.0 -3.0 0.8 1.1 1.9
Statistics through July 26. ROS = Rest-of-season WAR, via our Depth Charts.

Read the rest of this entry »


Toronto’s Hunter Mense on Developing Good Swing Decisions

© Nick Turchiaro-USA TODAY Sports

Good swing decisions are a core component of the Toronto Blue Jays’ organizational hitting philosophy. That doesn’t make the American League East club unique — every team wants its hitters to be disciplined at the plate — but the degree to which they accentuate attacking the right pitches is noteworthy. From the lowest levels of the minors all the way up to the big leagues, swing decisions are not only a focus, they’re assigned grades.

Hunter Mense has played a key role in the practice. Now doing double-duty as the big league assistant hitting coach, the 37-year-old former Florida Marlins farmhand has been Toronto’s minor league hitting coordinator since 2019.

Mense discussed the organization’s efforts to develop disciplined hitters when the Blue Jays visited Fenway Park last week.

———

David Laurila: What can you tell me about the Blue Jays’ organizational hitting philosophy?

Hunter Mense: “A lot of it has really just filtered over from 2019 and continued to build. Nothing has drastically changed. But I will say this: The things that have changed, probably — what I’ve seen up here — are some of the more important things that play in the big leagues. It’s us doing a better job of that, and learning how to develop it more in the minor leagues.”

Laurila: What plays in the big leagues? Read the rest of this entry »


Confessions of a Baseball Analytics Writer

© Steven Branscombe-USA TODAY Sports

Jack Leiter will always have a special place in my heart. The Rangers’ top pitching prospect was the subject of the very first article I wrote for FanGraphs, which talked about, among other things, the unbelievable carry on his fastball and how it could lead him to big-league success. But we haven’t checked in on Leiter in a while, and well, his Double-A numbers have been ghastly: a 6.24 ERA in 53.1 innings pitched has somewhat muted the hype surrounding the righty. Though it doesn’t really change our outlook on Leiter, it’s still unsettling to see.

Part of that has been his inability to throw strikes, as Leiter is issuing well over five walks per nine innings. But more importantly, Leiter has lost a significant amount of his signature fastball ride in pro ball. Statcast data was available for this year’s Futures Game, during which Leiter’s dozen or so fastballs averaged 16.1 inches of vertical break – a far cry from the 19.9 inches I calculated in that debut article using TrackMan data. It could be a small sample quirk, and yet, the general industry consensus is that Leiter’s fastball is no longer transcendent. That’s a genuine problem.

What might the reason be? Maybe Vanderbilt’s TrackMan device wasn’t properly calibrated (as suggested by Mason McRae), leading to imprecise readings. But if that’s true (and maybe it isn’t), how could we verify it? What I came up with this: Using velocity, spin rate, and spin axis data from the 2021 NCAA Division-I baseball season, I built a model that estimates the vertical break of four-seam fastballs from righty pitchers. Once completed, I grouped the data by the pitcher’s team and looked at which schools over- or under-shot the model. Those with the largest residuals, in theory, are prime suspects for having miscalibrated TrackMan devices. Read the rest of this entry »


2022 Trade Value: #21 to #30

Design by Luke Hooper.

As is tradition at FanGraphs, we’re using the lead-up to next week’s trade deadline to take stock of the top 50 players in baseball by trade value. For a more detailed introduction to this year’s exercise, as well as a look at the players who fell just short of the top 50, be sure to read the Introduction and Honorable Mentions piece, which can be found in the widget above.

For those of you who have been reading the Trade Value Series the last few seasons, the format should look familiar. For every player, you’ll see a table with the player’s projected five-year WAR from 2023-2027, courtesy of Dan Szymborski’s ZiPS projections. The table will also include the player’s guaranteed money, if any, the year through which their team has contractual control of them, last year’s rank (if applicable), and then projections, contract status, and age for each individual season through 2027, if the player is under contract or team control for those seasons. Last year’s rank includes a link to the relevant 2021 post. Thanks are due to Sean Dolinar for his help in creating the tables in these posts. At the bottom of the page, there is a grid showing all of the players who have been ranked up to this point.

Now, let’s get to the next batch of players. Read the rest of this entry »


Job Posting: Texas Rangers Baseball Analytics Apprentice

Position: Baseball Analytics Apprentice

Location: Arlington, TX

It’s fun to work in a company where people truly BELIEVE in what they’re doing!

We’re committed to bringing passion and customer focus to the business.

  • Query and report on data
  • Build and maintain analytical tools, metrics, & models
  • Create compelling data visualizations and stories
  • Research game changing ideas and concepts
  • Present information to team leaders and organizational stakeholders

Qualifications:

  • Bachelor’s Degree in mathematics, engineering, computer science, data science, or related field
  • Strong knowledge of baseball analytics and associated data & technologies
  • Proficiency in SQL, R, Python, Tableau and/or other analytical tools
  • Familiarity with concepts such as predictive modelling, cloud computing, machine learning, artificial intelligence, and Bayesian analysis
  • Strong written & verbal communication as well as visualization skills
  • A creative mindset, open-mindedness, and desire to work in a learning culture

If you like wild growth and working with happy, enthusiastic over-achievers, you’ll enjoy your career with us!

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Texas Rangers.


Effectively Wild Episode 1881: Antitrust Us

EWFI
Ben Lindbergh and Meg Rowley banter about a convoluted fun fact, the Cardinals’ anti-vaccination contingent, a historic Red Sox slump, an injury to top draftee Druw Jones, and a Willians Astudillo double-play pitch, Stat Blast (16:00) about Bryan Shaw and late-starting starters (plus an update on zero-RBI cleanup hitters), and share a Past Blast from 1881. Then (30:48) they talk to The Athletic senior writer Evan Drellich about what the end (for now) of negotiations over an international draft portends for the future of the concept and relations between MLB and the MLBPA, the latest legislative challenge to MLB’s antitrust exemption, a settlement in a class-action lawsuit over minor league pay, Rob Manfred’s comment about living wages for minor leaguers, MLB’s broadcasting and blackout plans, and more.

Audio intro: Ted Leo and the Pharmacists, “First to Finish, Last to Start
Audio interstitial: Television Personalities, “Evan Doesn’t Ring Me Anymore
Audio outro: The New Pornographers, “Chump Change

Link to fun fact tweet
Link to Goldschmidt/Arenado comments
Link to Mikolas comments
Link to Red Sox slump story
Link to Stathead
Link to Ryan Nelson’s Twitter
Link to first-start data
Link to updated zero-RBI records
Link to story about Shaw
Link to Shaw game box score
Link to Richard Hershberger’s Strike Four
Link to 1881 story source 1
Link to 1881 story source 2
Link to story on Astudillo double play
Link to Jones injury report
Link to Evan on the international draft
Link to Ken and Maria on the draft
Link to James Wagner on the draft
Link to Evan on the antitrust exemption
Link to Evan on extended spring pay
Link to Forbes on the lawsuit settlement
Link to Hannah Keyser on MiLB pay
Link to Facebook post about the EW wiki
Link to “How to Help” wiki page

 Sponsor Us on Patreon
Subscribe to Stathead (Code: WILD20)
 Facebook Group
 Twitter Account
 EW Subreddit
 Effectively Wild Wiki
 iTunes Feed (Please rate and review us!)
 Get Our Merch!
 Email Us: podcast@fangraphs.com


The 2022 Replacement-Level Killers: Second Base and Shortstop

Taylor Walls
David Butler II-USA TODAY Sports

While still focusing upon teams that meet the loose definition of contenders (a .500 record or Playoff Odds of at least 10%), and that have gotten about 0.6 WAR or less thus far — which prorates to 1.0 WAR over a full season — this year I have incorporated our Depth Charts’ rest-of-season WAR projections into the equation for an additional perspective. Sometimes that may suggest that the team will clear the bar by a significant margin, but even so, I’ve included them here because the team’s performance at that spot is worth a look.

As noted previously, some of these situations are more dire than others, particularly when taken in the context of the rest of their roster. I don’t expect every team to go out and track down an upgrade before the August 2 deadline, and I’m less concerned with the solutions – many of which have more moving parts involved than a single trade — than the problems.

2022 Replacement-Level Killers: Second Base
Team AVG OBP SLG wRC+ Bat BsR Fld WAR ROS WAR Tot WAR
Rays .195 .267 .330 75 -11.0 0.3 -1.5 0.1 1.8 1.9
White Sox .220 .265 .329 68 -13.8 0.2 2.4 0.2 0.6 0.8
Mariners .215 .282 .308 73 -12.6 0.0 4.6 0.6 1.0 1.6
Statistics through July 25. ROS = Rest-of-season WAR, via our Depth Charts.

Rays

After hitting for a 137 wRC+ with 39 homers en route to a 5.0 WAR season in 2021, Brandon Lowe helped the Rays top this year’s preseason Positional Power Rankings. But he hit just .177/.250/.316 (66 wRC+) with three homers in April and was sidelined by a stress reaction in his lower back in mid-May, missing two months. The Rays used five other players at the spot in his absence, with Vidal Bruján (.189/.229/.233), Isaac Paredes (.164/.282/.377), and Taylor Walls (.125/.204/.188) all varying degrees of dreadful in making 14–24 starts at second.

Thankfully, Lowe was activated off the injured list just before the All-Star break and has hit .435/.458/.652 in 24 PA since returning, lifting his line to .248/.318/.454 (123 wRC+). Between him and Paredes, who has homered 13 times in 191 PA and hit .216/.293/.485 (123 wRC+) overall while playing third, second, and first base, the Rays probably have enough coverage at the position. The more pressing infield need is actually at shortstop, where Walls (.173/.254/.282, 59 wRC+ overall) is playing regularly while Wander Franco recovers from July 12 surgery to repair a fractured hamate bone; he’s probably out for another three to six weeks.

Thus, a shortstop who could also help at second would be a good trade target. The Rockies’ José Iglesias is a pending free agent, and the Marlins’ Miguel Rojas is signed through next year, albeit at just $5 million. Paul DeJong, who fell out of favor with the Cardinals and was sent to Triple-A Louisville, where he recently won International League Player of the Week honors, could be a buy-low candidate if St. Louis is willing to eat some of of his remaining salary (about $13 million including a buyout of his 2024 option). A bigger deal that also helps to cover for the season-ending injuries of catcher Mike Zunino (thoracic outlet syndrome) and center fielder Kevin Kiermaier (torn hip labrum) could shake additional options loose. Read the rest of this entry »


Let’s Make Some Deadline Trades!

Andrew Benintendi
Peter Aiken-USA TODAY Sports

We’re just about a week from 2022’s trade deadline, and so far, it’s been a quiet one. This weekend’s trade of Daniel Vogelbach for Colin Holderman is the most significant swap yet this July unless you’re a fierce partisan for Christian Bethancourt or Tyler Wade.

It would be highly unusual if we didn’t get a lot more trades of far more significance this week, but knowing what happens will involve some waiting. And since waiting to talk about moves isn’t fun, it’s about time for my yearly feature in which I kick things off with some trade imagineering. None of these are predictions of what actually will happen, but kind of a kickoff exercise where we have a lot of fun discussions — hopefully not too many of them involving people being mad at ol’ Szym!

The San Francisco Giants acquire OF Juan Soto from the Washington Nationals for SS Marco Luciano, P Kyle Harrison, OF Luis González, OF Heliot Ramos, and the privilege of not being P Patrick Corbin’s employer

I’m actually unconvinced that the Nationals trade Soto at all this week and expect a trade to be more likely in the winter than right now. While the Yankees seem to be the clearest target, I think them making a deal is the most likely at a point where they have more clarity on the status of Aaron Judge and how much money exactly they have to play with, especially with Washington’s apparent insistence on including Corbin in a deal.

Corbin is a giant monkey wrench; this is not a simple case of a small amount of money going one way or another, but a deal with more than $60 million remaining, with little hope of it being anything but a de facto charge. I think the inclusion opens the way for a team in a better situation to eat the $60 million rather than give another top prospect. For me, that makes trying to conjure a deal with the Giants work. San Francisco has payroll room to play with and doesn’t have the depth in top prospects that teams like the Yankees and Mariners can offer. Plus, it may just be my memory playing tricks with me, but I remember the Giants having a long relationship with another franchise corner outfielder with tremendous power and nearly clairvoyant plate discipline.

Ramos is basically one of the extras at this point, and González is included because Washington also appears to want current major league talent in return for some odd reason. If Washington’s red line is Logan Webb, I politely thank them for my time and look elsewhere; if I’m starting with a trade of three years of Webb for two years of Soto and a forced acquisition of Corbin, I’m not sure I’d include any prospects of interest. Two top-50 prospects and picking up Corbin’s deal, the financial equivalent of a 65 FV prospect, plus a decent MLB-ready player and an extra or two is as far as I would go if I’m the Giants. Read the rest of this entry »


Kevin Gausman on Alek Manoah, Alek Manoah on Kevin Gausman

Alek Manoah
Jayne Kamin-Oncea-USA TODAY Sports

The Toronto Blue Jays have two of the best pitchers in baseball this season. Kevin Gausman possesses a 3.00 ERA and a 1.99 FIP to go with 116 strikeouts in 99 innings. Alek Manoah boasts a 2.24 ERA and a 3.34 FIP with 110 strikeouts in 120.2 innings. The latter pitched a scoreless inning in last week’s All-Star Game; the former, who surprisingly was not named to the squad, has arguably out-performed his teammate.

Each of the two garnered wins over the weekend. On Friday, Gausman ran his hard-luck record to 7–7, fanning 10 batters over five innings in Toronto’s 28–5 rout of the Red Sox at Fenway Park. On Saturday, Manoah allowed one run over six innings, striking out seven Boston batters along the way, to raise his record to 11–4.

On Sunday, I asked the right-handers about each other. In short, why is the other one of the best pitchers in baseball?

“I would say his character,” Manoah said of Gausman. “His character, his competitiveness, the way he goes about his work every day. He’s had his teeth punched out before, and he’s found ways to get back to the top. So I think his resilience is big. There’s also his ability to adjust from pitch to pitch, from lineup to lineup. He’s very strategic. Read the rest of this entry »