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 »

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 »

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.

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 »

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 »

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.

Last January, inspired by Cedric Mullins’s 2021 decision to stop switch-hitting, I tried to identify other switch-hitters who might benefit from swinging from one side or the other. Going beyond simply calculating the largest platoon splits, I relied on handedness splits for some of the players’ key underlying batted ball and plate discipline metrics. The idea was that there could be a path to improvement if these switch-hitters eliminated their severe underperformance from one side of the plate. Of course, the other option is simply to work on their weaker swing and become a better overall switch-hitter.

One of the batters I identified as a candidate to hit left-handed full-time was Ian Happ. Through 2021, Happ had posted a 55 point platoon split, the second-highest among the 25 switch-hitters in the sample. Happ crushes right-handed pitching from the left side, but all of his batted ball peripherals are significantly weaker when swinging from the right. Instead of taking my advice (thank goodness), Happ posted the best season of his career against left-handed pitching in 2022:

Read the rest of this entry »

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 New York Mets.

Batters

Closing a deal with Carlos Correa would obviously improve the team’s outlook, but the situation at third base — Correa’s likely position — is hardly dire. Eduardo Escobar is a league-average if quite unexciting player, and if his thumb is better, Brett Baty ought to provide additional depth as the season goes on. Even if I’m not quite as optimistic about Brandon Nimmo’s attendance record as the depth charts are, he has a long history of providing a lot of value even while missing a lot of games. Pete Alonso and Francisco Lindor are elite players at their respective positions, and Jeff McNeil isn’t that far off that status. Mark Canha and Starling Marte make up a solid supporting cast. Read the rest of this entry »

Along with Johnny Evers and Joe Tinker — they of Tinker-to-Evers-to-Chance fame — Alan Trammell and Lou Whitaker are the most-storied double-play combination in baseball history. As well they should be. The Detroit Tigers duo played more games together (1,918) than any middle-infield duo in history. Moreover, they combined for 11 All-Star appearances, seven Gold Gloves, seven Silver Sluggers, and they won a World Series together. Both are icons for a franchise that has played in the American League since 1901.

Tinker and Evans, who played together with the Chicago Cubs from 1902-1912, are both in the Hall of Fame. So is Trammell. Meanwhile — this for reasons best explained as inexplicable — Whitaker is not. His exclusion stands as one of Cooperstown’s most glaring omissions.

Whitaker has more WAR and a higher JAWS score than a number of Hall of Fame second basemen, but that can be a debate for another day. For now, let’s focus on how he compares to Evers.

Whitaker: 2,369 hits, 244 home runs, 118 wRC+, 68.1 WAR.
Evers: 1,659 hits, 12 home runs, 109 wRC+, 49.0 WAR.

While Evers’s numbers are anything but great, it should be noted that he won an MVP award and played for three World Series-winning teams (the Cubs twice and the Boston Braves once). That said, it’s highly unlikely that he would be in the Hall of Fame were he not part of a legendary double-play combination (he and Tinker were Old-Timers-Committee selections in the same year). How they became legendary is, of course, a big part of the story. The poem penned in 1910 by sportswriter Franklin Pierce Adams reads: Read the rest of this entry »

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.

It would be an overstatement to call the Dodgers’ acquisition of Andre Ethier a turning point in the franchise’s history, but when the team snagged him from the A’s in December 2005 in exchange for infielder Antonio Perez and outfielder Milton Bradley, it had made just three postseason appearances and won a grand total of one playoff game in the first 11 years of the Wild Card era — one playoff game since winning the World Series in 1988, even. During the course of Ethier’s 12-year career, the Dodgers reached the playoffs eight times, and while injuries limited his role at the end, he signed off with a pinch-hit RBI single in Game 7 of the 2017 World Series, and retired as the franchise leader in postseason games played (51).

As a Dodgers regular from 2006-15 — usually in right field, but with years spent mainly in left or center as well — Ethier combined good on-base skills and middle-of-the-lineup pop, meshing with a handful of homegrown players while helping the team win five NL West titles and add a Wild Card appearance in that span. During that time, Ethier made two All-Star teams, won Gold Glove and Silver Slugger awards, became a fan favorite, and earned a five-year, $85 million extension that unfortunately didn’t go as hoped. Indeed, the Dodgers sometimes seemed blind to his limitations, overexposing him to left-handed pitching (note his career 73 wRC+ against southpaws, 139 against righties) and overestimating his defensive abilities. Still, he spent his entire major league career in one place, making him one of two single-team candidates on this year’s ballot (Matt Cain is the other). Read the rest of this entry »

When the ball dropped at midnight and 2022 turned into 2023, 29 of the 30 major league teams had signed at least one free agent, from the Mariners spending $1.2 million on Trevor Gott to the Mets agreeing to terms with seemingly every star player on the market. Even the penny-pinching Marlins brought in Jean Segura, and the A’s committed a respectable $34 million to four solid role players. Now, a few days into the new year, team no. 30 has joined the fray: the Brewers are bringing back left-handed pitcher Wade Miley on a one-year contract that will pay him $3.5 million with a $10 million mutual option for ’24 (with a $1 million buyout) and another $1.5 million in playing time incentives. In total, that guarantees him $4.5 million this season.

Formerly an innings eater who completed at least 190 frames every year from 2012 to ’15 with a 98 ERA-, Miley has battled injuries in each of 2018, ’20, and ’22. Last season, he was limited to just nine appearances with the Cubs as he dealt with elbow and shoulder issues. With that in mind, I’ll be looking at his performance in a limited 2022 campaign in conjunction with his full ’21 season, where he barely qualified for the leaderboards with 163 innings pitched. His stats were very similar in those two samples; he ran an ERA in the low-threes with far less inspiring peripherals and near equal numbers in the walk and strikeout departments. Read the rest of this entry »