Job Posting: Boston Red Sox Pro Scouting Assistant

Position: Pro Scouting, Assistant

This is an office-based position that works closely with department leadership to provide support across all areas of the Pro Scouting operation. These areas include but are not limited to administrative responsibilities, coordinating with scouts regarding daily questions or issues, and using all valuation materials to help drive progress in the player acquisition process. Additionally, the role helps manage intern support both for Pro Scouting and overall in Baseball Operations. Read the rest of this entry »


Job Posting: Atlanta Braves Baseball Development Analytics Engineer

Position: Baseball Development Analytics Engineer

Major responsibilities:

  • Build and maintain pipelines for ingesting data into a data lake and then into a data warehouse.
  • Build reporting and analysis tables in the data warehouse for analysts.
  • Productionize machine learning models built on data in the data warehouse.

Read the rest of this entry »


JAWS and the 2022 Hall of Fame Ballot: Carl Crawford

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2022 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.

Content warning: This piece contains details about alleged domestic and gun violence. The content may be difficult to read and emotionally upsetting.

2022 BBWAA Candidate: Carl Crawford
Player Pos Career WAR Peak WAR JAWS H HR SB AVG/OBP/SLG OPS+
Carl Crawford LF 39.1 32.3 35.7 1,931 136 480 .290/.330/.435 105
SOURCE: Baseball-Reference

The new millennium hasn’t exactly been a banner one for the stolen base. Between soaring home run rates and the influence of analytics on front offices, the tactic has gone out of style, and per-game rates have fallen. As one-run strategies go, teams seem content to wait for a player to knock a ball over a wall rather than manufacture a run. During the first decade of the 2000s, as home runs kept flying, Carl Crawford stood out for his electrifying speed and skill on the basepaths.

In the first eight full seasons of his 15-year career (2002-16), Crawford led the American League in stolen bases four times, finished second once and third twice, stealing at least 46 bases in each of those seasons. He topped an 80% success rate in the first five of those seasons, and led the league in triples three times as well. Crawford’s wheels — as well as his midrange power and strong defense — helped him make four All-Star teams and win a Gold Glove while starring for the Rays’ first two playoff teams.

Alas, Crawford hit free agency, signed a massive seven-year deal with the Red Sox, and almost immediately went into the decline phase of his career due to injuries. After totaling 35.6 WAR with Tampa Bay from 2002-10, he managed just 3.5 WAR over his final six seasons spent with Boston and the Dodgers while missing substantial time due to Tommy John surgery, plus wrist, finger, oblique, and hamstring woes. He was released by Los Angeles with a year and a half still to go on his contract, and never played again. Read the rest of this entry »


2022 ZiPS Projections: Kansas City Royals

After having typically appeared in the hallowed pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have now been released at FanGraphs for a decade. The exercise continues this offseason. Below are the projections for the Kansas City Royals.

Batters

Let’s start with the good news first: Kansas City’s offense has several very interesting offensive players in the high minors. Then there’s the bad news: Kansas City’s offense has several very interesting offensive players in the high minors. That Bobby Witt Jr. projects well is not a surprise, but Nick Pratto, MJ Melendez, and Vinnie Pasquantino all crushed the feckless assortment of minor league pitchers they faced, and you have to feel much better about the long-term outlook of all three in the majors. How does this quartet of young players transition from terrorizing minor leaguers and start threatening major league ones? That’s a trickier question, given the contours of the roster.

One risk facing the Royals is that Witt plays third base, with Nicky Lopez remaining the shortstop. This would the same mistake that the Orioles made some years ago with Manny Machado and J.J. Hardy; for a handful of runs, the team would needlessly be lowering the ceiling on a franchise player. Baltimore had the excuse of being a good team in a tough division, in which absolutely maximizing wins had a great deal of value. Not giving Witt every opportunity to be a foundational talent at shortstop so that the Royals can be a .480 team instead of a .478 one doesn’t feel like it has the same upside. In five years, he could be their Carlos Correa. In five years, the Rockies will be paying Lopez $10 million a year to put up 1.1 WAR and block the latest iteration of Brendan Rodgers or Ryan McMahon. Read the rest of this entry »


Brent Suter, the Slowest Unicorn

Brent Suter shouldn’t be this good. Honestly, he shouldn’t even be good, period. He throws a fastball in the mid-80s, and he throws it a lot. He complements it with a changeup and a curveball, but neither of those pitches are excellent. No, it’s mostly a slow fastball; among pitchers who threw at least 50 innings last year, Suter had the fourth-highest fastball frequency (77.1%). If you’re Richard Rodríguez (No. 2 on the list) or Jake McGee (No. 1), sure, fire away. But Brent Suter? It feels like a recipe for failure — and yet, it keeps working for him.

Why? I decided to investigate it, because frankly, I like oddities. Do you really need to read about how Max Scherzer succeeds by throwing multiple excellent pitches with pinpoint control? Probably not; he’s just great. But Suter throws BP fastballs and embarrasses hitters. Look at this:

That’s crazy — I didn’t know Jace Peterson could play first base!
Read the rest of this entry »


A Conversation With Philadelphia Phillies Prospect Blake Brown

Blake Brown had an uninspiring transcript when he signed as a non-drafted free agent with the Philadelphia Phillies in 2020. In four collegiate seasons at the University of North Carolina-Asheville, the 23-year-old right-hander had logged a 4.99 ERA and been credited with just six wins and eight saves. He had a psychology degree in his back pocket, but outside of a promising fastball, little in the way of baseball bona fides.

Based on his first professional season, the Phillies may have secured a diamond-in-the-rough. In 34 relief outings — 33 with High-A Jersey City and one with Double-A Reading — Brown fanned 59 batters and allowed just 22 hits over 41 innings of work. Walks were an issue — he issued 36 free passes — but his ERA was a laudable 3.07, and his batting-average-against a Lilliputian .155.

Brown — No. 31 on our newly-released Phillies Top Prospects list — discussed his draft experience and his emergence as an up-and-coming arm in a recent phone interview.

———

David Laurila: You were a non-drafted senior sign. What were your draft expectations, both in your junior and senior years?

Blake Brown: “My junior year, I thought there was a decent chance that I’d get drafted, but they weren’t especially high expectations. I didn’t have the greatest year. But my senior year, going into the five-round draft, I thought that I was… not guaranteed, but I was more certain that I would at least get a call. And I did get a couple of calls during the draft, with some money on the table. Things just never panned out.”

Laurila: Why didn’t things pan out?

Brown: “So, a couple of the teams called and said, ‘Hey, would you take X amount of money in the next round?’ Before the draft, it was ‘Would you take X amount of money if we were drafting you today?’ I would say ‘yes.’ But when that round came and the team’s name popped up, it was never my name getting called. I think it was a matter of teams having someone on their board that they didn’t expect to be there, and they were like, ‘OK, we’ve got to hop on that.’”

Laurila: Where did the Phillies fit into the equation? Read the rest of this entry »


Philadelphia Phillies Top 41 Prospects

Below is an analysis of the prospects in the farm system of the Philadelphia Phillies. Scouting reports were compiled with information provided by industry sources as well as our own observations. This is the second year we’re delineating between two anticipated relief roles, the abbreviations for which you’ll see in the “position” column below: MIRP for multi-inning relief pitchers, and SIRP for single-inning relief pitchers.

A quick overview of what FV (Future Value) means can be found here. A much deeper overview can be found here.

All of the numbered prospects below also appear on The Board, a resource the site offers featuring sortable scouting information for every organization. It has more details than this article and integrates every team’s list so readers can compare prospects across farm systems. It can be found here. Read the rest of this entry »


Effectively Wild Episode 1796: Major League Biasball

EWFI
Ben Lindbergh and Meg Rowley banter about Rachel Balkovec becoming the first female manager in affiliated ball, Genevieve Beacom making her pro debut in Australia, and other women breaking baseball boundaries, then (13:20) conclude their “Measuring the Unmeasurable” series about studying difficult-to-quantify aspects of the sport by bringing on Rob Arthur of Baseball Prospectus and Rockies catcher AJ Lewis to discuss Rob’s research into racial bias in scouting and player promotions, the lack of Black catchers in MLB, AJ’s catching career and experience with inner-city baseball programs, ways to promote African-American participation in baseball, the demands of playing catcher compared to playing other positions, and more. Then (48:27) they talk to Shakeia Taylor about a recent study about the demographics of MLB managers, the unique nature of Dusty Baker, her reporting about the “Selig Rule,” ways to improve front-office diversity (and the different types of diversity), the impact of sabermetrics on hiring decisions, what MLB could learn from other leagues, the catcher-to-manager pipeline, and her SABR interview series.

Audio intro: Tommy Tutone, “Rachel
Audio interstitial: Son Volt, “Catching On
Audio outro: A Tribe Called Quest, “Mind Power

Link to Times story about Balkovec
Link to Beacom debut video
Link to Beacom video interview
Link to article about Beacom
Link to Sara Goodrum news
Link to Jaime Vieira story
Link to story about Becky Hammon
Link to Rob on bias in player promotions
Link to Rob on Black catchers
Link to Claire Smith on Black catchers
Link to Jared Diamond on Black catchers
Link to story about AJ
Link to story about Rockies signing AJ
Link to story about Moller
Link to AJ’s Instagram
Link to AJ’s Twitter
Link to Ben and Rob on scouting bias
Link to Bryant’s list of Black catchers
Link to Bryant on Maxwell
Link to story on Black player percentage
Link to Rob on manager demographics
Link to Shakeia’s website
Link to Shakeia’s feature
Link to Selig Rule change story
Link to Global Sport Institute study results
Link to “Rediscovering America’s Pastime”
Link to study on Black player drain
Link to story on youth baseball cost
Link to Ballpark Figures series

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Finding Switch-Hitters Who Should Stop Switch-Hitting

Back in December, I wrote about Cedric Mullinsbreakout 2021 season, the catalyst for which was a decision to stop switch-hitting and begin batting exclusively from the left side of the plate. By dropping his right-handed swing, Mullins, a natural lefty, could focus on honing one swing instead of struggling to maintain two separate swings.

Switch-hitting has always been a rare skill throughout baseball history, but the number of batters who can swing both ways has dwindled in recent years. From that previous piece:

In 2021, just 17 qualified batters (13.1%) were switch-hitters, right in line with the league-wide average over the last decade. Compare that to the decade between 1986 and ’95 (excluding the strike-shortened 1994 season), when more than one in five qualified batters (21.1%) hit from both sides, with a peak of 24.8% in ’89. With modern baseball strategy so heavily emphasizing the platoon advantage, it’s surprising to see so few switch-hitters these days. Giving up that advantage in every at-bat is a radical decision, and there’s barely any precedent for it.

The number of players who have dropped switch-hitting after making their major league debuts is tiny. J.T. Snow did it in 1999, halfway through his career. So did Orlando Merced in 1996. Shane Victorino flip-flopped between switch-hitting and batting right-handed after injuries forced him to give up left-handed batting at various points during his career. More recently, Tucker Barnhart gave up switch-hitting in 2019.

After seeing the success Mullins had after giving up swinging from the right side, the obvious follow-up question is whether we can identify any other switch-hitters who might benefit from focusing on swinging from one side or the other.

The extremely small number of players who have actually made the decision to stop switch-hitting at the major league level should tell us that this isn’t a silver bullet solution to a player with a wide platoon split. Anecdotally, more players stop switch-hitting in the minors because they have a lot more to gain if the adjustment pays off. For those players who have already made it to the majors but haven’t truly established themselves, like Mullins, it’s a risky decision. They’d be making the change against the best the sport has to offer, likely resulting in a significant adjustment period. Still, with teams focused on finding every miniscule advantage to wring out of their rosters, it’s a worthwhile question to pursue.
Read the rest of this entry »


2022 ZiPS Projections: Tampa Bay Rays

After having typically appeared in the hallowed pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have now been released at FanGraphs for a decade. The exercise continues this offseason. Below are the projections for the Tampa Bay Rays.

Batters

Which team in baseball has the best middle infield? I imagine most fans would likely say the Rangers (Corey Seager and Marcus Semien) or the Padres (Fernando Tatis Jr. and mostly Jake Cronenworth). The Rays are another possible answer, though. Wander Franco’s very quickly become a star, and Brandon Lowe is my pick for the most underrated second baseman in the game. I talked quite a lot about Franco’s outlook when he he signed his big ol’ contract extension, so I won’t rehash that here. Confusingly, Lowe wasn’t even one of the American League’s four Silver Slugger finalists at second base in 2021, as his .863 OPS apparently wasn’t up to the standards of DJ LeMahieu (.711 OPS, about half his games not at second). I would be surprised if the best middle infield came from a team other than these three. Read the rest of this entry »