2023 ZiPS Projections: Kansas City Royals

For the 18th consecutive season, the ZiPS projection system is unleashing a full set of prognostications. For more information on the ZiPS projections, please consult this year’s introduction and MLB’s glossary entry. The team order is selected by lot, and the next team up is the Kansas City Royals.

Batters

Coming into the 2021 season, there were reasons to be optimistic about the future of Kansas City’s offense, with Bobby Witt Jr., MJ Melendez, Nick Pratto, and Vinnie Pasquantino. Three of these four played well in the majors, but only one — and probably the one the Royals were themselves least high on, Pasquantino — really wowed offensively. Witt was solid, but far from amazing, and Melendez’s bat was mainly good because he plays a position that he may not be playing for very long. I guess what it comes down to is a simple question: outside of Pasquantino, who do you feel better about now than a year ago? The problem with the Royals is that I’m hard-pressed to give many names in response to that question.

KC’s minor league hitters didn’t come roaring out of the gate, which makes the challenges steeper for the next front office/manager. It’d be easy if Melendez had pushed Salvador Perez to permanent DH status or if Pratto blew everyone away at first, but neither really happened, so decisions have to be made. Except for Michael A. Taylor, the legacy veterans are pretty much gone, and while Taylor is frequently named as a possible trade candidate, if he were a car, he’s in a situation similar to that of a 1999 Ford Taurus: you’ll probably find a new home for him, but not someone who is going to offer much in return.

Can Pratto hit at the major league level? After all, he didn’t really hit at the minor league level in 2022. Can Melendez play catcher successfully? Is Witt a shortstop? The Royals have to answer these questions, and if they don’t make great strides into doing that in 2023, the season is probably a failure overall. At least they’ve moved on from Ryan O’Hearn. They’ll need to; of hitters yet to make their major league debut, ZiPS only sees Maikel Garcia as having a strong chance at a 10-WAR career. Read the rest of this entry »


If Carlos Correa Moves to Third, It Will Be a Smooth Transition

Jeffrey Becker-USA TODAY Sports

For some reason, a clip of Alex Rodriguez yielding shortstop to Cal Ripken Jr. in the latter’s final All-Star game just won’t stop popping up on my Twitter timeline. Maybe it’s because I seem to stop scrolling every time I see it, but regardless, it keeps making me think about the great shortstops who have gone from playing up the middle to patrolling the hot corner during the prime of their careers. Funny enough, Ripken wasn’t one of them. His switch came later in his career, but the guy who yielded to him transitioned after an MVP season. A-Rod moved over upon his trade to the New York Yankees, and the rest is history.

While Carlos Correa technically still doesn’t know where he’ll be playing baseball in 2023, assuming that he and the New York Mets work out a deal, it will involve him ceding his natural position to fellow island mate Francisco Lindor. Correa and Lindor don’t present a perfect parallel to A-Rod and Derek Jeter because the skill differential makes a little more sense this time around. But Correa has long been compared to Rodriguez when it comes to his physical stature, tenacity, and fervor for the game. Now Correa finds himself considering a switch similar to A-Rod’s despite very recently being considered one of the best defensive shortstops in the game. Luckily, in terms of his skill set, Correa is a near-perfect fit to immediately be an elite defender at the hot corner, much like A-Rod’s seamless transition. Before laying out the case defending that transition, let’s take a look at Correa’s fielding metrics over the years:

Correa Defensive Metrics
Year DRS OAA UZR
2015 4 N/A 6.3
2016 6 -18 -1.6
2017 10 -4 -2.1
2018 11 20 -4.5
2019 9 11 0.1
2020 7 5 -0.7
2021 20 12 2.9
2022 3 -3 1

Read the rest of this entry »


Lu Jack (to The) City: Giants Sign Veteran Reliever to Two-Year Deal

Brett Davis-USA TODAY Sports

The San Francisco Giants started their week off by announcing a new free agent signing: right-handed pitcher (and sometime Elliott Smith look-alike) Luke Jackson. And for a career middle reliever, it’s a pretty big commitment: $3 million in 2023, $6.5 million in ’24, and a club option for ’25 that will cost $7 million if exercised, $2 million if not. That’s a total guarantee of $11.5 million over two years.

Jackson, 31, was originally a Texas Rangers draft pick, but spent the past six seasons with the Braves. He was last seen among the vaunted bullpen that helped carry Atlanta to the 2021 World Series title. Jackson tied with Will Smith for the most appearances by an Atlanta reliever (71) and had the lowest ERA on the staff (1.98). He made 11 more appearances in the playoffs. Nine of those were scoreless; the other two (four earned runs in 1/3 of an inning in Game 3 of the NLCS; two batters faced, two doubles in Game 6 of the NLCS) were very much not.

You might have clued in to the fact that Jackson hasn’t pitched in a meaningful game since the 2021 World Series, which was more than a year ago. If so, congratulations on remembering that it’s 2023 now — lots of people are still struggling with that. But yes, Jackson had Tommy John surgery in April of last year. Based on normal rehabilitation times, it wouldn’t be shocking to see him pitch for the Giants at some point in 2023, but it would constitute a minor medical miracle if he were able to return for Opening Day. Read the rest of this entry »


Free Agent Predictions Retrospective, Part Two

Eric Hartline-USA TODAY Sports

Yesterday, I looked into how the predictions at FanGraphs, both crowdsourced and those produced by me, matched the contracts awarded to free agents this offseason. Today, I’d like to dive into a few cases where I made mistakes in individual player predictions, as well as a few I think I did well on. In each case, I’ll try to come up with some takeaways for predicting contracts in the future.

Jacob deGrom
My prediction: 3 years, $141 million
Crowd prediction: 3 years, $120 million
Actual contract: 5 years, $185 million

My lesson here: Don’t predict an unprecedented contract if you’re aiming for accuracy. It made sense to me that Jacob deGrom would sign a deal that outstripped any before him when it comes to average annual value. He’s the best pitcher in the game when healthy, and that was enough for me. Why wouldn’t he have the biggest contract?

That’s a silly way of thinking about it in retrospect. He merited a huge contract, and he got one, but why in the world would someone with his injury history want a short-term deal? In all honesty, it doesn’t need to be more complicated than that. Predicting something outside of the ordinary is fine, but extraordinary predictions should require extraordinary confidence, not merely “I think this would be neat.” Read the rest of this entry »


Effectively Wild Episode 1953: The Weakest Links Left

EWFI
Ben Lindbergh and Meg Rowley banter about a Roger Angell-identified way in which baseball is different from other sports, discuss the Mariners signing AJ Pollock and the Phillies trading for Gregory Soto, and respond to the Dodgers cutting ties with Trevor Bauer, MLB reinstating former Braves GM John Coppolella, and KBO ace An Woo-jin not being rostered on South Korea’s WBC squad, plus musings on the competitive advantage of preventing leaks and a Past Blast from 1953. Then (42:42) they talk to FanGraphs senior writer and ZiPS creator Dan Szymborski about the weakest projected positions on contending teams, along with detours into Shohei Ohtani’s WAR projection, whether salaries for starting pitchers have declined along with innings totals, the linear relationship between dollars and WAR, the deflation of center-field offense, the pace of free-agent signings, whether AI will be the downfall of humanity, and more, followed by a postscript with a few notes and updates.

Audio intro: Trampled By Turtles, “A Lifetime to Find
Audio interstitial: Margo Price, “That’s How Rumors Get Started
Audio outro: Jason Isbell, “If it Takes a Lifetime

Link to Angell’s “On the Ball”
Link to MLBTR on Pollock
Link to Longenhagen on Soto
Link to Sands photo
Link to Dipoto on M’s spending
Link to Rosenthal on Bauer
Link to Nightengale on Bauer
Link to MLBTR on Coppolella
Link to An Woo-Jin article
Link to more on An Woo-Jin
Link to more on KBO bullying
Link to An Woo-Jin scouting report
Link to article on volleyball bullying
Link to Nightengale on the Braves
Link to 1953 story source
Link to Jacob Pomrenke’s website
Link to Jacob Pomrenke on Twitter
Link to article on Rose’s bet
Link to zombie runner coinage
Link to Ben C. on FA movement
Link to Ben’s FA retrospective
Link to Dan’s ZiPS pieces
Link to FG depth charts
Link to best remaining FA
Link to Dodgers payroll post
Link to Rob on pitchers/payroll
Link to Dan on paying for wins
Link to Rob on CF offense
Link to Posnanski on chess bots
Link to Dan’s Gronk tweets
Link to Dan’s weapons tweet
Link to chatbots EW episode
Link to MLBTR on Hendriks
Link to MLB.com on Hendriks
Link to All-CarShield team
Link to EW on CarShield sponsors
Link to Andújar trade request
Link to tennis baseball video
Link to Colbert/Musial story

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Ben Clemens FanGraphs Chat – 1/9/23

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JAWS and the 2023 Hall of Fame Ballot: Jhonny Peralta

Jerry Lai-USA TODAY Sports

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2023 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule, and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

2023 BBWAA Candidate: Jhonny Peralta
Player Pos Career WAR Peak WAR JAWS H HR SB AVG/OBP/SLG OPS+
Jhonny Peralta SS 30.4 26.5 28.5 1,761 202 17 .267/.329/.423 102
SOURCE: Baseball-Reference

A bat-first shortstop with some pop and a first name that some writers interpreted as a typographical error, Jhonny Peralta spent 15 seasons in the majors (2003-17) while helping all three franchises he played for — Cleveland, Detroit and St. Louis — make the playoffs at least once. Though he struggled in his first exposure to the majors, he soon supplanted longtime fan favorite Omar Vizquel, impressing teammates and executives with his poise and establishing himself as part of a contending club’s youthful core.

Peralta made three All-Star teams, all in his late 20s and early 30s, though his career was tarnished due to a 50-game suspension for receiving performance-enhancing drugs from Biogenesis, the Miami-based anti-aging clinic whose most famous baseball client, Alex Rodriguez, received a full-season suspension. That Peralta was able to return to the Tigers in time to participate in their 2013 playoff run, and that he signed the biggest contract of his career shortly afterwards, caused controversy within the game and played a part in increasing PED penalties — which might be the most lasting part of his legacy. Read the rest of this entry »


Free Agent Predictions Retrospective

Justin Verlander
Brad Penner-USA TODAY Sports

Free agency has come and gone this offseason. Earlier than we’re used to in recent years, we can look back on this year’s class and make some conclusions. To some extent, that’s a lot of our offseason coverage; what are ZiPS projections and positional power rankings, after all, if not catalogs of how teams have changed their fortunes in the offseason? Today and tomorrow, I thought I’d do something slightly more navel-gazey, and perhaps slightly more useful in the long run, by looking back at my contract predictions to see what went right and what went wrong.

First things first: let’s take an accounting of both the crowd’s and my predictions. I took the contracts signed by each of the top 50 players in free agency. A few clarifying remarks: I removed players who accepted a qualifying offer, as both the crowd and I made our predictions before qualifying offers were extended. I considered only guaranteed years, ignoring options of any type, be they vesting, team, or player. I also ignored incentives and trade kickers. Finally. I’m using Carlos Correa’s rumored deal with the Mets — 12 years, $315 million — even while it’s not yet official and may be amended.

With that out of the way, I grouped the players into positional groups and compared our predictions to real life. How’d it go? Pretty well, actually, for both sides. Positive numbers here mean we under-estimated, and negative numbers represent an over-estimate:

Predicted vs. Actual VA Contracts, ’22-’23
Category Ben AAV Crowd AAV Ben Total $ Crowd Total$
Overall $0.59M $1.13M $12.93M $17.49M
SP $0.95M $1.81M $11.32M $11.9M
RP $2.33M $2.83M $8.33M $13M
IF -$0.82M -$0.25M $13M $23.14M
OF $1.59M $1.34M $18.19M $21.88M
Batter $0.05M $0.33M $14.89M $22.68M

Read the rest of this entry »


Hard-Throwing Reliever Gregory Soto Is Headed to Philly

Lindsey Wasson-USA TODAY Sports

The Philadelphia Phillies were busy last week. They added high-profile veteran flamethrower Craig Kimbrel to the bullpen while DFA’ing former high-dollar international signee Francisco Morales to make room for him, then capped things off with a five-player trade with the Detroit Tigers headlined by two-time All Star reliever Gregory Soto. The deal involves several moving parts, both in the trade itself and in terms of what it means for the Tigers’ and Phillies’ roster and lineup construction in the upcoming season. The entire trade is:

Philadelphia receives:
RP Gregory Soto and 2B Kody Clemens

Detroit receives:
OF/1B Matt Vierling, MIF Nick Maton, C Donny Sands

The Phillies now have the majors’ two hardest-throwing left-handed pitchers in Soto and José Alvarado, and three of the top 40 regardless of handedness when you include Seranthony Domínguez. Alvarado and Domínguez handled high-leverage duty for the Phillies during the 2022 playoffs, with experienced veteran David Robertson playing the “closer” role in the event that both had already thrown, or if either was unavailable. Now Kimbrel and Soto, both with closer experience, appear poised to fall into high-octane versions of that role, and that extends to Soto’s assumed role as the second lefty in Philly’s bullpen, a part occupied last year by Brad Hand. Read the rest of this entry »


Job Posting: Philadelphia Phillies Lead or Senior Quantitative Analyst

Lead or Senior Quantitative Analyst, Player Evaluation

Title: Lead or Senior Quantitative Analyst, Player Evaluation
Department: Baseball Research & Development
Reports to: Director, Baseball Research & Development
Status: Regular Full-Time
Location: Philadelphia, PA; also open to Remote

Position Overview:
As a Lead or Senior Quantitative Analyst (QA), Player Evaluation, you help shape the future of Phillies Baseball Operations by building statistical models to forecast player performance and communicating those results to decision-makers. Using analytical rigor and sophisticated statistical modeling techniques, you identify opportunities for the Phillies to improve via the application of forecasts to player development and evaluation. Join a team doing cutting-edge foundational research on biomechanics, human movement, ball-flight physics, and more, with the unique opportunity to apply those findings to player evaluation.

Responsibilities:

  • Conduct and oversee statistical forecasting projects in multiple baseball subject areas
  • Collaborate with baseball subject matter experts in scouting, development, biomechanics, machine learning, decision science, and more, integrating their expertise into player evaluation models
  • Maximize organizational impact of the department’s player evaluation models by advocating model-driven decision-making in various baseball contexts
  • Ensure projects conform to best practices for implementing, maintaining, and improving predictive models throughout their life cycles
  • Assist and mentor other members of the QA team with their projects by providing guidance and feedback on your areas of expertise within baseball and statistical modeling
  • Continually enhance your and your colleagues knowledge of baseball and data science through documentation, reading, research, and discussion with your teammates and the rest of the front office

Required Qualifications:

  • 2-5+ years of relevant work or graduate school experience
  • Possess or are pursuing a BS, MS or PhD in Statistics or related (e.g., mathematics, physics, or ops research) or equivalent practical experience
    • To determine leveling we look at a variety of factors including, but not limited to, years of experience and education. Typically we consider candidates as Lead QA around 2-3 years of experience and Senior QA around 4-5+ years of experience
  • Proficiency with scripting languages such as Python, statistical software (R, S-Plus, SAS, or similar), and databases (SQL)
  • Demonstrated experience designing, constructing, implementing, and leading technical research projects for use by non-technical stakeholders
  • Proven willingness to both teach others and learn new techniques
  • Willingness to work as part of a team on complex projects
  • Proven leadership and self-direction

Preferred Qualifications:

  • Experience with a probabilistic programming language (Stan, PyMC, etc.)
  • Experience managing or overseeing the work of other data scientists or analysts
  • Experience with model-driven decision-making under uncertainty (eg. a rigorous approach to fantasy sports, poker, etc.)

Interested applicants should submit both their resume and an answer to the following question:

The R&D department has been asked to identify the best defensive catcher in baseball. What models would you build to answer that question, and how would you apply those models to decision-making? (250 word limit)

Tip: There’s no defined right or wrong answer. Responses are used to get some insight into how you approach problem solving and baseball in general.

The Phillies are proud to be an equal opportunity employer, and are committed to growing a workforce diverse in perspective and background. We proudly strive to build a group of employees who represent the fans and communities we currently, and aim to, serve.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Philadelphia Phillies.