For the 22nd 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, as well as MLB’s glossary entry. The team order is selected by lot, and the first team up is the Philadelphia Phillies.
Batters
The Phillies offense kept right on rolling for another season, once again scoring nearly 800 runs, and finishing with a wRC+ of 109, the team’s best total during this era. As expected, Philadelphia’s rotation was terrific, but the offense contributed more than its fair share to the team’s 96 wins, the second most in baseball.
There are worries lurking on the horizon, however. Trea Turner had what was certainly his best season in Philadelphia, but he’s entering his mid-30s, a very dangerous time for a middle infielder. I was actually surprised to see the drop-off in the ZiPS projection for Turner, but noticed that Steamer was basically projecting the same thing. Also entering his mid-30s is Bryce Harper, who has solidified his chances of a plaque in Cooperstown, but appears to now be off his peak years. Kyle Schwarber and J.T. Realmuto are free agents, and I think both stand a real chance of returning to Philadelphia, though both are also entering the likely decline phases of their careers; indeed, Realmuto probably already has. Read the rest of this entry »
Shortstop is one of the hardest positions on the diamond to fill, especially if you want anything resembling useful offensive production from the position. Nevertheless, it has been one place where help is usually available on the free agent market.
In the four full offseasons that either straddled or succeeded the last lockout, eight different teams have signed a free agent shortstop to a contract worth $140 million or more. This includes the Rangers, who did it twice in the same winter. Read the rest of this entry »
The General Managers Meetings are currently taking place in Las Vegas, and as always, FanGraphs is on hand to report on what the executives have to say. We’ll hear from a number of them this week, beginning with a trio of National League execs, Matt Arnold of the Brewers, Paul DePodesta of the Rockies, and Chaim Bloom of the Cardinals.
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MATT ARNOLD — MILWAUKEE BREWERS
Brewers hitters had both a low strikeout rate and a relatively high walk rate this season; they ranked top five in both metrics. How was that achieved, and to what extent was it a focus?
“I think it was achieved by Murph letting people know, ‘You better put the ball in play and you better not chase,’” Arnold replied, crediting National League Manager of the Year Pat Murphy. “He’s relentless about that. Those are good things that we were able to execute this year, and it’s easier said than done. It starts with the players buying in and Murph enforcing that in the dugout, making sure our guys have that as a focus: the ball-strike, the ball in play. Having those types of skills in your pocket can lead to better at-bats and better outcomes.”
Needless to say, it’s not all Murphy. Milwaukee’s hitting coaches play a role as well.
“It’s a combination of all of them,” Arnold agreed. “Our coaches do a really good job of that. They want our guys to focus on getting a good pitch to hit, and again, while it’s easier said than done, we’ve done a good job of that. We try to focus on it as much as we can in our [minor league system] Marrying your scouting and player development is also super important. We try to communicate it with both of them.”
Jackson Chourio had a perfectly acceptable 20.5% strikeout rate, but also a 5.1% walk rate that ranked lowest on the team. How does he take the next steps to better fit that mold?
“He’s so young, and so athletic, and so talented,” Arnold said of the team’s 21-year-old phenom. “He’s got every ingredient to do it. He’s already doing it at a pretty high level. Whatever he does beyond this is even more special. The sky is the limit for this kid.”
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PAUL DEPODESTA — COLORADO ROCKIES
Colorado’s new top executive is inheriting a team whose hitters had both a high strikeout rate (second-worst in the majors) and a low slugging percentage (tied for sixth worst). If he had to pick one or the other, which is more in need of improvement?
“I would say it’s not the combo we want,” said DePodesta, stating the obvious. “And it won’t ultimately be one or the other. I said earlier what we want our identity to be, in Colorado especially, but… put it this way: If that’s a dial from one to the other, it’s not necessarily going to be one or the other. We need to find the right combination for us.”
Following up, I asked the well-traveled exec if he has an idea of which direction that combination might trend.
“I do, but I probably won’t share it,” he replied. “For us, it’s how we go about scouting and developing, or even setting up a major league roster. So yeah, ultimately it will be proprietary, what we feel is going to work well for us.”
And then there is the organization’s longest-standing question: What is the best way to pitch effectively in Colorado? Is there an actual answer to be found?
“We’ll find out,” DePodesta said. “I’m encouraged. There have been plenty of successful teams in Colorado. When I was in San Diego in 2007, 2008, 2009, and obviously the teams that Buddy [Black] had in 2017 and 2018, those teams were very successful. There were teams that had winning records on the road.
“My approach, at least as of today, is that I know it’s not impossible,” he added. “It’s been done. Are there things we have to consider that other teams don’t? Probably so. Are there adjustments we’re going to have to make that will look a little different than everybody else? Probably yes, but I’m confident that it’s not impossible. We’re going to figure something out.”
One more follow-up seemed in order. Given the Rockies’ reputation of lagging behind other organizations in terms of analytics, are there maybe things that have been overlooked?
“That I don’t know,” said DePodesta, who has spent the last decade working in the NFL as the chief strategy officer of the Cleveland Browns. “I’m looking forward to diving in deeper to the organization and figuring out all the things they have tried. I have a handful of ideas right now, but I would imagine they’re pretty naïve. Coors Field has been around since 1995 [and] they’ve tried a lot of things. I don’t have to reinvent the wheel. I want to understand what all of those things were and what they felt worked, and what didn’t. I don’t want to try things a second time if they’ve already tried them.”
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CHAIM BLOOM — ST. LOUIS CARDINALS
Cardinals pitchers didn’t strike out a lot of batters this year; they were second worst in the majors. How much of a concern is that?
“It’s definitely a concern,” replied Bloom, who succeeded John Mozeliak as St. Louis’ president of baseball operations at the conclusion of the regular season. “It’s not the only thing that matters, but it does matter. Having stuff that can beat people in the strike zone, that can miss bats — both in and out of the strike zone — is really important. It’s hard to have an elite staff without being able to do that. It’s not something you want to chase at the expense of throwing strikes — you’re not trying to put people in positions where they can’t succeed, or stay healthy — but it’s super important.”
How close is Liam Doyle to helping out in that respect?
“He’ll tell us that as the season unfolds,” Bloom said of the 21-year-old southpaw whom the Cardinals drafted fifth overall this year out of the University of Tennessee. “We gave him a little taste of [pro ball] at the end; he got his feet wet a little bit. Obviously, a first full season will tell you a lot. A first full season in and of itself is a big developmental step for guys, because they haven’t been asked to pitch that regularly for that long. But he came in and showed everything you want to see. He got after his work. He showed openness, a desire to get better, a willingness to listen. There is obviously some work to do before we can call him a big leaguer, but we’re really happy with the pitcher we got.
“The player will move himself,” added Bloom. “The player tells you where he should be. If you try to force something that’s not there, you usually end up paying a price. You might end up picking the pieces up from that for quite some time. When a player is ready and you give him that opportunity, he can carry it. It’s really just what the game is telling us, letting the player’s performance and his progress on the mound carry the day.”
Balls in play are less of an issue when you have a strong defense, which St. Louis largely had in 2025. Just how strong depends on the numbers you favor. I asked Bloom if he could explain how the Cardinals led all teams in Outs Above Average, yet were well below average in Defensive Runs Saved.
“That is a bigger conversation than one we could have here today,” Bloom said. “There are some differences between those metrics, some differences in [how they] get calculated that might disproportionally help or hurt certain types of players. Sometimes those things… they usually will even out year over year. I’ve seen specific players where that might not be the case, because of certain things that the player does or doesn’t do well that some metrics favor — or don’t — but typically over the course of time, they tend to [even out].”
What does it say about the 2025 Cardinals specifically?
“I’d be hesitant to draw too much of a big picture about specific players or player seasons,” Bloom responded. “If it persists over two or three years, then we can look at it as a trend and see if there is something underlying.”
The Pirates Why
The Pittsburgh Pirates are a storied franchise in Major League Baseball who are reinventing themselves on every level. Boldly and relentlessly pursuing excellence by:
purposefully developing a player and people-centered culture;
deeply connecting with our fans, partners, and colleagues;
passionately creating lifetime memories for generations of families and friends; and
meaningfully impacting our communities and the game of baseball.
At the Pirates, we believe in the power of a diverse workforce and strive to create an inclusive culture centered in Passion, Innovation, Respect, Accountability, Teamwork, Empathy, and Service.
Job Summary
The Strategy team with the Pittsburgh Pirates exists to give the Major League coaching staff the information and tools they need to make elite in-game decisions. The group’s analysts translate information into clear, actionable plans that support both daily competition and long-term player growth.
The Baseball Strategy team will be considering applicants at both the Analyst and Senior Analyst level. In this role, you’ll work alongside Major League coaches and staff, helping turn information into on-field impact. Your work will include elements of game preparation, in-game strategy support, post-game review, skill development, and ongoing tool or process improvement.
Responsibilities:
Partner with Major League coaches to identify and create competitive advantages.
Translate data, video, and player information into clear, usable insights that influence in-game decisions.
Build and maintain workflows, tools, and processes that streamline information delivery.
Collaborate across department, including R&D and Player Development, to connect insights from multiple sources.
Communicate findings clearly and efficiently, tailoring information to a variety of audiences.
Qualifications
Required:
Authorized to work lawfully in the United States.
Demonstrated ability to synthesize complex information into actionable recommendations.
Proven ability to manage multiple projects and meet tight deadlines in a fast-paced setting.
Excellent communication and relationship-building skills.
Strong knowledge of modern baseball research and technologies.
Programming language proficiencies:
General purpose programming (Python or R)
Relational databases (SQL)
Ability and desire to learn other programming languages as needed.
Desired:
Software development experience (Javascript or Typescript)
Experience visualizing data with a Javascript library like d3.js
Experience working with coaches, analysts, or player development staff in a high-performance environment.
Demonstrated baseball or other sports analytics research work product.
Equal Opportunity Employer
The Pittsburgh Pirates are an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status or any other characteristic protected by law.
The following article is part of my ongoing look at the candidates on the 2026 Contemporary Baseball Era Committee ballot. Originally written for the 2014 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, use the navigation tool above. An introduction to JAWS can be found here.
Jeff Kent took a long time to find a home. Drafted by the Blue Jays in 1989, he passed through the hands of three teams that didn’t quite realize the value of what they had. Not until a trade to the Giants in November 1996 — prior to his age-29 season — did he really settle in. Once he did, he established himself as a standout complement to Barry Bonds, helping the Giants become perennial contenders and spending more than a decade as a middle-of-the-lineup force.
Despite his late-arriving stardom and a prickly personality that sometimes rubbed teammates and media the wrong way, Kent earned All-Star honors five times, won an MVP award, and helped four different franchises reach the playoffs a total of seven times. His résumé gives him a claim as the best-hitting second baseman of the post-1960 expansion era — not an iron-clad one, but not one that’s easily dismissed. For starters, he holds the all-time record for most home runs by a second baseman (not counting any other positions) with 351. That’s 35 more than Robinson Canó, 74 more than Ryne Sandberg, 85 more than Joe Morgan, and 87 more than Rogers Hornsby — all Hall of Famers, and in Hornsby’s case, one from before the expansion era. Among players with at least 7,000 plate appearances who spent at least half their time at second base, only Hornsby (.577) has a higher slugging percentage than Kent’s .500. From that latter set, only Hornsby (1.010) and another pre-expansion Hall of Famer, Charlie Gehringer (.884), have a higher OPS than Kent (.855). Read the rest of this entry »
Dustin May is a free agent. And not because he got non-tendered; he’s passed six years of service this season, and hits the open market at the tender age of 28.
I admit this one snuck up on me. May, a highly touted Dodgers prospect, stormed into prominence when he joined the L.A. pitching staff in 2019 at the age of 21. He pitched for the Dodgers in the playoffs that October and started 2020 as the no. 14 prospect in all of baseball, and spent most of the year in the rotation, garnering a few Rookie of the Year votes and making seven appearances during the Dodgers’ run to the World Series. Read the rest of this entry »
I found this in my notes last week. I have no idea how long it’s been there. It says: “How many times this season has an infielder let the ball go right between their legs?” I had no idea whatsoever. I couldn’t recall the last time I’d seen it. Probably in a highlight from the 1986 World Series.
Baseball is the ultimate scorekeeping sport, and thanks to sites like ours, when you ask how many times any particular event has happened, the answer is usually easy to find. How often does a righty hit a home run off a lefty in the top of the eighth inning with the tying run in the on-deck circle? It took me twice as long to type that question out as it did to look up the answer: It has happened five times in each of the last three years. Easy. But so far as I know, nobody keeps a count of grounders that go right through the wickets.
Errors get classified in certain ways. Our leaderboard tracks fielding and throwing errors. The play-by-play notes on Baseball Savant add in missed-catch errors. Other sources differentiate between reached-on-error errors and runner-advanced errors. But that’s about it. Because they represent arguably the most embarrassing way to commit an error, between-the-legs errors are special in a human sense, but nobody splits them out into their own column because there’s nothing particularly special about them in a baseball sense. At least, you wouldn’t think so initially. Read the rest of this entry »
The following article is part of my ongoing look at the candidates on the 2026 Contemporary Baseball Era Committee ballot. Originally written for the 2015 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, use the navigation tool above. An introduction to JAWS can be found here.
Wherever Gary Sheffield went, he made noise, both with his bat and his voice. For the better part of two decades, he ranked among the game’s most dangerous hitters, a slugger with a keen batting eye and a penchant for contact that belied his quick, violent swing. For even longer than that, he was one of the game’s most outspoken players, unafraid to speak up when he felt he was being wronged and unwilling to endure a situation that wasn’t to his liking. He was a polarizing player, and hardly one for the faint of heart.
At the plate, Sheffield was viscerally impressive like few others. With his bat twitching back and forth like the tail of a tiger waiting to pounce, he was pure menace in the batter’s box. He won a batting title, launched over 500 home runs — he had 14 seasons with at least 20 and eight with at least 30 — and put many a third base coach in peril with some of the most terrifying foul balls anyone has ever seen. For as violent as his swing may have been, it was hardly wild; not until his late 30s did he strike out more than 80 times in a season, and in his prime, he walked far more often than he struck out.
Bill James wrote of Sheffield in the 2019 Bill James Handbook:
“In all the years that I have been with the Red Sox, 16 years now, there has never been a player the Red Sox were more concerned about, as an opponent, than Gary Sheffield. Sheffield was a dynamite hitter and a fierce competitor… When he was in the game, you knew exactly where he was from the first pitch to the last pitch. He conceded nothing; he was looking not only to beat you, but to embarrass you. He was on the highest level.”
Two decades before that, James referred to Sheffield as “an urban legend in his own mind,” referencing the slugger’s penchant for controversy. Sheffield found it before he ever reached the majors through his connection to his uncle, Dwight Gooden. He was drafted and developed by the Brewers, who had no idea how to handle such a volatile player and wound up doing far more harm than good. Small wonder then that from the time he was sent down midway through his rookie season after being accused of faking an injury, he was mistrustful of team management and wanted out. And when he wanted out — of Milwaukee, Los Angeles, or New York — he let everyone know it, and if a bridge had to burn, so be it; it was Festivus every day for Sheffield, who was always willing to air his grievances. Read the rest of this entry »
The following article is part of my ongoing look at the candidates on the 2026 Contemporary Baseball Era Committee ballot. Originally written for the 2015 election at SI.com, it has been expanded and updated. For a detailed introduction to this year’s ballot, use the tool above. An introduction to JAWS can be found here.
Though blessed with as much talent to crush a baseball as nearly anyone in his era, Carlos Delgado had a hard time getting the attention that his performance might have merited. Almost certainly, that owed something to the record numbers of balls flying out of the park during his heyday, with a proliferation of 30- or 40-homer seasons. That he spent the bulk of his prime in Toronto, arriving just after the Blue Jays’ back-to-back world championships but unable to aid in replicating that accomplishment, didn’t help either; not until late in his career would he reach the postseason.
Beyond that, Delgado didn’t fit the mold of what the public has come to expect from professional athletes. The controversies in which he was engulfed weren’t the garden-variety ones of so many other jocks — money, respect, performance-enhancing drugs, off-field lifestyle. No, they were bigger. In an age when most athletes shirk political stances because they can narrow their public appeal and impact their personal brands, Delgado was unafraid to protest against what he felt was wrong, even if his stance was unpopular. He spoke out against the United States Navy using part of his native Puerto Rico for bombing practice, and publicly opposed the war in Iraq. He took a stand by taking a seat (to borrow a headline from The New York Times), refusing to go through the motions during the post-9/11 ritual of “God Bless America” — an action that prefigured San Francisco 49ers quarterback Colin Kaepernick’s kneeling during the national anthem to protest police brutality against people of color in 2016. Delgado was the conscientious slugger.
Deglado’s outspokenness and activism stemmed from his admiration for Hall of Famer and Puerto Rican hero Roberto Clemente. He died six months after Delgado was born, but his legacy of humanitarianism and fighting for social justice left a deep impression on Delgado. He wore Clemente’s no. 21 briefly with the Blue Jays and later with the Mets, and thanks to his charitable endeavors — which included raising money for homeless, underprivileged and handicapped Puerto Rican children, and sponsoring college scholarships through his Extra Bases Foundation, Delgado won the 2006 Roberto Clemente Award. Read the rest of this entry »
Job Summary:
The role of the Senior Data Scientist will be to build, maintain, test, and communicate a wide variety of predictive models and analyses that will help to inform all aspects of baseball operations.
Job Duties:
Build and support predictive models for player evaluation, player development, advance scouting, and other baseball-related topics.
Collaborate in the design and planning of new predictive models and assist others with machine learning and statistical projects.
Evaluate new sources of data for quality and predictive power.
Work closely with data engineers, analytics engineers, and application developers in developing end to end analytical pipelines.
Present conclusions and recommendations to others in Baseball Operations and incorporate their feedback.
Help ensure that leaders in Baseball Operations have up to date information in terms of player projections and statistics.
Education/Experience Required:
Bachelor’s degree, master’s degree, or PhD in statistics, data science or related field.
3+ years professional experience using baseball data to build predictive models.
Expertise in R and/or Python for data science.
Expertise in SQL.
Ability to independently apply machine learning, advanced statistical methods, and deep learning to solve business problems.
Strong ability to communicate and explain statistical topics to a wide variety of audiences.
Experience interacting with the cloud such as AWS, Microsoft Azure, or Google Cloud.
