Daulton Varsho’s last two seasons were directionally different than his first two seasons.The left-handed-hitting outfielder put up a pedestrian 37.8% pull rate in 2020-2021, and in 2022-2023 that number climbed to a lofty 52.6%. Apprised of the marked jump by colleague Davy Andrews prior to my recent visit to Toronto Blue Jays camp, I asked Varsho if it was spurred by a purposeful change of approach. He claimed that it wasn’t.
“I think it’s just how teams are pitching me,” said Varsho, whose pull rate in the two-year span was the highest among qualified hitters. “You don’t want to force the ball to any certain field — it has to sort of naturally happen — and I’ve been getting pounded in. You also have to figure out the changeup away and righties throwing sliders in. You don’t really want to force those to left-center or left field, because they end up being fly outs.”
Davy had also informed me that Varsho’s pull-side results have been far better than his opposite-field results, which came as anything but news to the 27-year-old Marshfield, Wisconsin native. My mentioning it elicited a matter-of-fact response.
“That’s where success happens,” said Varsho. “It’s where my swing is the most successful, and where I can do the most damage.”
It’s no secret that catching pitches out front and driving them in the air goes a long way toward producing power numbers, and not only has Varsho gone yard 47 times over the past two campaigns, just one of the blasts was to the opposite field. My asking if he’s made a concerted effort to lift the ball led to the following exchange: Read the rest of this entry »
Ben Lindbergh and Meg Rowley talk to FanGraphs writer Ben Clemens about the site’s ongoing efforts to model team depth and factor it into projections, then preview the 2024 Toronto Blue Jays (30:46) with The Athletic’s Kaitlyn McGrath, and the 2024 Cincinnati Reds (1:16:31) with The Athletic’s C. Trent Rosecrans.
Earlier this week, I took a projection-driven two-part look at the trouble spots on National League and American League contenders. The exercise — a sibling of my annual pre-trade deadline Replacement Level Killers series — primarily highlighted clubs in the middle of the table, based on our Playoff Odds, with many of the best teams, such as the Braves and Dodgers, going completely unmentioned.
In that regard, the exercise worked as I had intended, focusing on the teams and spots where a marginal addition from outside the organization or even a modest breakout from within it could have a sizable impact on their chances of making the postseason. To be considered contenders, teams needed Playoff Odds of at least 25%, and roughly speaking, all but one of those mentioned fell in the range of 80-85 wins. Under the 12-team playoff format, that certainly counts as contention once you consider that two of last year’s NL Wild Card teams, the Diamondbacks and Marlins, qualified with just 84 wins, nosing out the 83-win Cubs and the 82-win Padres and Reds. At each position, I highlighted the two lowest-ranked teams from within that subset, so long as they projected to produce less than 2.0 WAR, after an adjustment: I applied a 20% reduction to counter the general tendency to overestimate playing time at this point in the season. In other words instead of having a total of 1,000 WAR projected across the 30 teams, and 57% of that (570 WAR) allocated to position players, our Depth Chart values currently add up to about 682 WAR, an inflation of about 20%.
Because the mid-table teams almost invariably had some glaring weakness, seven teams escaped scrutiny. The Braves (98.5% odds), Dodgers (94.6%), and Cardinals (53.5%) — three of the NL’s top four teams by those odds, each favored to win their respective divisions — were absent from the Senior Circuit roundup, while the Yankees (75.6%), Rays (62.5%), Orioles (50.6%) and Rangers (36.3%) missed out on the fun in the Junior Circuit piece. Only one of the top four NL teams showed up with trouble spots (the Phillies at 58.5%), but the AL distribution was more haphazard, in that the Astros (86.8%), Twins (64.9%), Mariners (58.6%), and Blue Jays (47.4%) each had at least one representative within my roundup.
In response to the feedback I received, I thought it would be worthwhile to do one more roundup in this format, this time limiting it to those otherwise unexamined teams and going only one layer deep at each position. I couldn’t quite call this “The Weakest Spots Among the Powerhouses” or “… Among the Top Contenders,” hence the title. Note that not every position had a team fall below the threshold, though I do mention the lowest-ranked ones in passing for those spots. It’s worth keeping in mind the tendency for even the game’s top prospects to have fairly tepid projections based upon limited minor league data and a higher risk of being farmed out if they start slowly; those players don’t always hit the ground running. For team totals, I’ve cited the adjusted WARs, but where I reference individual player projections I’ve stuck to the published figures.
Catcher
Rays (21st, 1.9 adjusted WAR)
My AL roundup contained only the Red Sox catchers, and while I’m not sure what happened since I composed the list to move the Rays from right at the 2.0 minimum to below it, here we are. Since landing on last summer’s Replacement Level Killers list, they’ve basically turned over their tandem, with René Pinto and Alex Jackson replacing Christian Bethancourt and Francisco Mejía. The 27-year-old Pinto did the bulk of the catching in the second half, hitting .252/.267/.456 (98 wRC+) in 105 PA, with an eye-watering 34-to-2 strikeout-to-walk ratio. It’s true that he hits the ball hard, but the Rays seem to like him more for his defense than his offense — or, more specifically, his framing, which was 1.7 runs above average by our framing metric and two above by that of Statcast. Meanwhile, the latter system rated him at seven runs below average in blocking and one below in caught stealing.
The 28-year-old Jackson didn’t play in the majors last year, and he owns a .141/.243/.227 line and 48.1% strikeout rate in 185 PA in the majors, mostly from 2021. Nonetheless, he tore up Triple-A (.284/.347/.556 with 16 homers in 248 PA) with the Brewers and Rays’ affiliates before being sidelined by a shoulder injury. Defensively, he’s been a bit below average in framing but is otherwise average-ish. The 28-year-old Mejía, back in the organization on a minor league deal after a briefodyssey with the Angels, probably has his work cut out to regain a share of his old job. He hit just .227/.258/.400 (80 wRC+) last year and hasn’t come close to fulfilling the promise he showed at the plate in the minors.
First Base
Yankees (17th, 1.4 WAR)
Anthony Rizzo got off to a hot start in 2023, hitting for a 146 wRC+ through May 28, when he collided with Fernando Tatis Jr. and missed his next three games due to what the Yankees called a neck injury. Upon returning, he hit for just a 43 wRC+ over the next two months before the team shut him down with post-concussion symptoms; he didn’t play again, and finished at .244/.328/.378 (100 wRC+). The 34-year-old Rizzo is said to be healthy now, but he projects for just a .238/.332/.426 line, a 111 wRC+ — right at the major league average for first basemen last year — and 1.3 WAR, which won’t be a huge help to the Yankees lineup. The most likely backup is DJ LeMahieu, who’s slated to be the starting third baseman and who’s coming off his second 101 wRC+ in three years, though he did post a 129 wRC+ after the All-Star break compared to a 77 before, when he was still dealing with the effects of a right big toe injury. Oswaldo Cabrera, a switch-hitting utilityman who was very good in a late-2022 stint and terrible last year, is another alternative for first.
Second Base
Oddly enough — or perhaps fittingly, as we are talking about good clubs — none of these teams has a second base situation that falls below the threshold. Orioles second basemen project to rank 14th in the majors with an adjusted 2.4 WAR, the lowest mark from among this group, but that’s with 20-year-old Jackson Holliday, the no. 1 prospect on our Top 100 list, 25-year-old Jordan Westburg, and 29-year-old Ramón Urías projected to account for most of the playing time, with all projecting to be average or better — which particularly for Holliday would be no small achievement, even with his pedigree. Note that this is Baltimore’s only appearance within this exercise, even though the team has a lower projected value at the first base and DH slots than it does at second base; the O’s just don’t stand out relative to their competition’s weaknesses.
Shortstop
Braves (24th, 1.6 WAR)
The Braves project to be the majors’ top team, but they do have their weaknesses, and this is one. After letting Dansby Swanson depart as a free agent, they turned shortstop duties over to Orlando Arcia, who had spent five and a half seasons with diminishing returns in Milwaukee, plus another season and a half as a utilityman for Atlanta, playing a grand total of 24 innings at shortstop. The team nonetheless signed him to a three-year, $7.3 million extension — practically peanuts — and he handled the position reasonably well, hitting .264/.321/.420 (99 wRC+) with a career-high 2.3 WAR despite a mixed bag of defensive metrics. Given that he netted just 0.2 WAR from 2018–22, the projection systems are understandably skeptical he can sustain such production; if he can’t, who knows what kind of magic pixie dust the Braves can sprinkle on backups Luis Guillorme and David Fletcher to try and turn them into league-average regulars.
Third Base
Here’s another spot where none of these teams falls below the threshold, with the Dodgers (15th at 2.1 WAR) the lowest ranked. Neither Max Muncy’s fielding at third base nor his low batting averages are pretty, but he’s a disciplined hitter who can absolutely crush the ball and justify his spot in the lineup; last year, he matched his career high of 36 homers while netting 2.9 WAR. Chris Taylor and the freshly re-signedEnrique Hernández are around for those times when Muncy’s banged up or the team could use more defensive support.
Left Field
Dodgers (21st, 1.4 WAR)
This is the NL West juggernaut’s weakest spot, even after taking steps to address it. Newcomer Teoscar Hernández, who joined the fold on a one-year, $23.5 million deal, hits the ball very hard… when he makes contact. In 2023 he posted an average exit velocity of 91.3 mph (80th percentile), a 13.8% barrel rate (88th percentile), and a 49.4% hard-hit rate (90th percentile). The problem was that he struck out 31.1% of the time opposite a 5.6% walk rate, so he hit an uninspiring .258/.305/.435 (105 wRC+). To be fair, he did say he had trouble seeing the ball at the Mariners’ T-Mobile Park, where he slugged just .380, so it’s hardly out of the question that a change of scenery could drive a rebound for the 31-year-old slugger. The aforementioned Taylor and Enrique Hernández will see time here as well, but both are a few years removed from their best work. Taylor rebounded from a bad season and a slow first half to hit .237/.326/.420 (104 wRC+) but struck out 32.6% of the time himself, while Hernández perked up after returning to Los Angeles, posting a 59 wRC+ with the Red Sox and a 96 wRC+ with the Dodgers.
Center Field
One more where everybody is above the threshold, with the Rays (19th at 2.1 adjusted WAR) the lowest ranked among those here, based primarily on the projections’ skepticism that Jose Siri can repeat last year’s extreme performance. (See Davy Andrews’ piece on Tromps Per Womp.)
Right Field
Cardinals (14th, 1.8 WAR)
Given his plus-plus raw power, few people doubted Jordan Walker’s offensive ability, hence his no. 12 ranking on last year’s Top 100 Prospects list. At age 21, with no Triple-A experience, he made the Cardinals out of spring training and immediately reeled off a 12-game hitting streak. But when the league quickly adjusted, he struggled briefly and was sent to Memphis to work on his approach, particularly so he could elevate the ball with greater consistency. Even with a 46.9% groundball rate, he finished at a respectable .276/.342/.445 (116 wRC+), but his defense was another matter. Blocked by Nolan Arenado at third base, he moved to the outfield and was absolutely brutal according to the metrics (-16 DRS, -12 RAA, -11.8 UZR), and the visuals weren’t much better, even with the occasional impressive play. Thus he netted just 0.2 WAR. He does project to improve to 1.6 WAR, with Dylan Carlson getting time in right field as well — presumably when the Cardinals mercifully slot Walker at DH — and I’d bet that Walker far outhits the 116 wRC+ for which he’s projected.
Designated Hitter
Rangers (13th, 1.2 WAR)
With all but the Dodgers and Yankees projected to produce less than 2.0 WAR out of the DH spot (that’s after adjustment), this category is shooting fish in a barrel, and with the Cardinals and Rangers virtually tied, I’m focusing on the defending champions. This is hardly a bad situation, not only because Texas ranks among the upper half of the 30 teams, but also because about half the playing time projects to go to 22-year-old Wyatt Langford, who was chosen fourth in last year’s draft and rocketed through four levels to reach Triple-A, hitting .360/.480/.677 (190 wRC+) with 10 homers in 200 PA along the way. He just placed second only to Holliday on our Top 100 list as “perhaps the most complete hitter in the minors.” The problem is that he’s a 30-grade defender, with the speed for center field but a fringe-average arm and a poor feel for outfield play in general, at least at this stage; meanwhile, the outfield of Evan Carter, Leody Taveras, and Adolis García features strong defenders at all three spots. Langford could make the roster out of spring training, but it’s not a guarantee. With the possible exception of Corey Seager, who’s working his way back from January hernia surgery, no other Ranger projects to have much impact at this spot, hence the middling ranking.
Below is an analysis of the prospects in the farm system of the Los Angeles Dodgers. Scouting reports were compiled with information provided by industry sources as well as my own observations. This is the fourth 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. The ETAs listed generally correspond to the year a player has to be added to the 40-man roster to avoid being made eligible for the Rule 5 draft. Manual adjustments are made where they seem appropriate, but we use that as a rule of thumb.
A quick overview of what FV (Future Value) means can be found here. A much deeper overview can be found here.
All of the ranked prospects below also appear on The Board, a resource the site offers featuring sortable scouting information for every organization. It has more details (and updated TrackMan data from various sources) 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 »
Ben Lindbergh and Meg Rowley banter about Shohei Ohtani’s surprise marriage announcement (5:15), and Portia of Ohtani fan account @shoheisaveus returns (18:13) to tell Ben how the news was received by the Shobae community. Then Ben and Meg Stat Blast (36:49) about the biggest year-to-year changes in WAR produced by different players who wore the same uniform number for the same team, preview the 2024 Philadelphia Phillies (44:20) with The Athletic’s Matt Gelb, and preview the 2024 Los Angeles Angels (1:21:51) with The Athletic’s Sam Blum.
Even with an extra day in February this year, Matt Chapman remains unsigned, his free agency having lingered past the start of exhibition season. Admittedly, the soon-to-be-31-year-old third baseman is coming off of an uneven season marked by a late slump related to a finger injury, but he’s been reliably productive throughout his seven-year career, with good-to-great defense bolstering his value at the plate. Meanwhile, his former (?) team, the Blue Jays — who reportedly offered him a nine-figure extension before he hit free agency — have cobbled together an uninspiring solution at third base.
Chapman isn’t the only remaining free agent who could provide a significant upgrade, but he’s by far the best position player remaining on the shelves, and the combination of his absence and the Blue Jays’ needs stands out as I turn to the American League edition of my roundup of the most glaring holes on contending teams (the National League edition is here). For this exercise, I’ve highlighted the spots that per our projections — which combine ZiPS and Steamer as well as playing time estimates from RosterResource — fall below a combined 2.0 WAR on teams whose Playoff Odds sit at or above 25%.
Why 2.0 WAR? That’s the rough equivalent of average play across a full season, but because of the general tendency to overproject playing time and keep even the weakest teams with positive WARs at each position (in reality over 10% of them will finish in the red), our position player Depth Chart values at the team level are inflated by about 20%. That is, instead of having a total of 1,000 WAR projected across the 30 teams, and 57% of that (570 WAR) allocated to position players, our Depth Chart values currently add up to about 682 WAR. Thus, I am discounting the team values that you see on the Depth Chart pages by 20%, and focusing on the lowest-ranked contenders among those whose adjusted values fall below that 2.0 WAR threshold. The individual WAR values cited will remain as they are on the Depth Chart pages, however, and it’s worth noting that many of the players here — particularly youngsters with shorter track records, including some from our Top 100 Prospects list — don’t project particularly well but still have considerable upside. Read the rest of this entry »
It’s almost March! It’s time for the weather to feel like it should be changing, only for it to not really change for a couple more weeks. It’s time for the very first baseball of the year. It’s time for massive overreactions to the tiniest sample sizes imaginable. With that in mind, sound the alarm: Spencer Strider threw three curveballs! “What’s that,” you say? “Spencer Strider doesn’t throw a curveball,” you say? Welcome to 2024, my friend, where anything is possible (except for opaque pants, apparently).
Earlier this month, there was some confusion about the pitch, as Strider indicated that he was simply playing with the shape of his slider. However, since then, both he and Brian Snitker have confirmed that the pitch is a curveball. He’s thrown it in live batting practice and in Saturday’s spring training game against the Rays. It’s the second pitch in the video below:
On Wednesday, the Baltimore Orioles signed two veterans — pitcher Julio Teheran and second baseman Kolten Wong — to minor league contracts with non-roster spring training invites. The Teheran signing has a pretty obvious logic: The veteran right-hander hasn’t been anything like a frontline starter in the majors since about 2016, or even a reliable rotation option since 2019.
But despite having come up with the Braves around the same time as Lew Burdette, Teheran is still only 33. He threw 71 2/3 competent innings for the Brewers last year, with only a 17.4% strikeout rate but a 4.40 ERA, which will play for a guy on a tryout. After the Corbin Burnestrade, the Orioles — who wanted badly for starting pitching in 2023 — had assembled a formidable front four of Burnes, Kyle Bradish, Grayson Rodriguez, and John Means. But Bradish and Means both suffered health setbacks that’ll at the very least delay their ramp-up for the season.
In short: The Orioles just had two rotation spots open up suddenly and Teheran was available, presumably cheap, and capable of sucking up major league innings. It’s a bit harder to see the need for Wong, who last year had a wRC+ of just 48 and was nearly a win below replacement in just 250 plate appearances.
More to the point, the Orioles need another infielder like they need a poke in the eye. Read the rest of this entry »
Location: Boston, MA, United States Status: Full-Time / On-Site
DEPARTMENT OVERVIEW:
Members of the Baseball Systems Team at the Boston Red Sox are focused on designing, building, and refining the software and data pipelines used within Baseball Operations. These tools and applications are an integral part of the decision-making process, are directly integrated in the workflows of all departments within Baseball Operations, and provide an efficient, consistent, and accessible experience when interacting with our internal data sources and applications.
POSITION OVERVIEW:
The Developer, Baseball Systems position will be a member of the baseball operations software development team, and is responsible for the design, development, and support, of all baseball systems. This individual will work closely with members of baseball operations to understand business requirements that drive the analysis, design, and development of quality baseball systems and solutions. This position is focused heavily on front-end development, and will collaborate closely with colleagues on the software development team and baseball operations personnel from all departments.
RESPONSIBILITIES
Create leading-edge baseball solutions together with the software development team and others on new and existing baseball systems
Contribute to the design and implementation of the software architecture and embrace a software engineering mindset
Participate in key phases of the software development process of critical baseball applications, including requirements gathering, analysis, effort estimation, technical investigation, software design and implementation, testing, bug fixing, and quality assurance
Responsible for the design and development of complex web-based user interfaces, web services, back-end logic, and other aspects of web applications
Actively participate with other software developers in design reviews, code reviews, and other best practices
Work closely at times with baseball analysts to design and implement solutions to their data needs
Respond to and resolve technical problems and issues in a timely manner
Identify and implement creative solutions for technical challenges
CHARACTERISTICS/QUALIFICATIONS
Bachelor’s degree in Computer Science, Software Engineering, Computer Engineering, or a related field
0-2 years of front-end development experience building web applications with frameworks such as Angular or React, and experience developing with Typescript, CSS, HTML, C#, ServiceStack, T-SQL, or similar technologies, is required.
Experience with relational database design and development in SQL Server, Snowflake, MySQL, PostgreSQL, or similar technologies, is required.
Experience building front-end visualizations using D3, chart.js, or similar, is a plus
Experience developing with cloud technologies from Azure, GCP, or AWS are a plus
Experience integrating systems and data using third-party APIs and services are a plus
Ability to work autonomously and as a team in a fast paced environment
High level of attention to detail with the ability to multi-task effectively
Comfortable working remotely when required and using Zoom, Teams, Slack, Trello, and other tools to communicate with all team members
High degree of professionalism and ability to maintain confidential information
Excellent organizational and time management skills
An understanding of baseball, common terms, and analytic measures, is a plus
At the Boston Red Sox and Fenway Sports Management, we go beyond embracing diversity. We’re committed to living by our values, strengthening our community, and creating a workplace where people genuinely feel like they belong.
Too often, job seekers don’t apply to positions because they don’t meet every qualification. If you love this role and are great at what you do, we encourage you to apply. Your unique skills and experiences might just be what we’ve been looking for.
Prospective employees will receive consideration without discrimination based on race, religious creed, color, sex, age, national origin, handicap, disability, military/veteran status, ancestry, sexual orientation, gender identity/expression or protected genetic information.
Location: Boston, MA, United States Status: Full-Time / On-Site
DEPARTEMENT OVERVIEW:
Baseball Analytics supports the decision-making processes throughout Baseball Operations, including Player Valuation, Player Development, Major League Strategic Information, and Sports Science. Core responsibilities include predictive modeling, long-term research, report creation, and delivering the output of one’s work in a clear and digestible manner.
POSITION OVERVIEW:
The Boston Red Sox are seeking an Analyst for the team’s Baseball Analytics department. The role will support all areas of Baseball Operations while working closely with Director of Baseball Analytics, and our team of analysts.
This is an opportunity to work in a fast-paced, intellectually curious environment and to impact player personnel and strategic decision making.
RESPONSIBILITIES
Statistical modeling and quantitative analysis of a variety of data sources, for the purpose of player evaluation, strategic decision-making, decision analysis, etc.
Effectively present analyses through the use of written reports and data visualization to disseminate insights to members of the Baseball Operations leadership.
Maintain working expertise of leading-edge analytics, including publicly available research and novel statistical approaches, in order to recommend new or emerging techniques, technologies, models, and algorithms.
Other projects and related duties as directed by the Director, Baseball Analytics, and other members of Baseball Operations leadership.
CHARACTERISTICS/QUALIFICATIONS
Bachelor’s degree in an analytical field such as statistics, predictive analytics, data science, engineering, applied math, physics, quantitative social sciences, computer science, computer vision, or operations research.
Masters, PhD, or equivalent experience in one of the aforementioned fields preferred.
Advanced understanding of statistical methods or machine learning techniques.
Proficiency with modern database technologies including SQL.
Demonstrated experience with programming languages (e.g., R or Python).
Demonstrated ability to communicate technical ideas to non-technical audiences using data visualization.
At the Boston Red Sox and Fenway Sports Management, we go beyond embracing diversity. We’re committed to living by our values, strengthening our community, and creating a workplace where people genuinely feel like they belong.
Too often, job seekers don’t apply to positions because they don’t meet every qualification. If you love this role and are great at what you do, we encourage you to apply. Your unique skills and experiences might just be what we’ve been looking for.
Prospective employees will receive consideration without discrimination based on race, religious creed, color, sex, age, national origin, handicap, disability, military/veteran status, ancestry, sexual orientation, gender identity/expression or protected genetic information.
When the Cardinals signed Brandon Crawford to a one-year, $2 million deal earlier this week, the first thing that popped into my mind was a two-word hashtag. I figured it wouldn’t be long before the Giants’ social media accounts would send out the same thing they always post in response to the departure of a franchise icon: #ForeverGiant.
Of course, #ForeverGiant is a public relations gimmick, a way for the organization to soften the blow for fans who are sad to see one of their favorite players retire or, worse, wearing another team’s uniform. Yet in the case of Crawford, who grew up a Giants fan in the Bay Area and who became the franchise’s all-time leader in games played at shortstop, those two words actually rang true. They weren’t a ploy; they were a promise.
That’s why Crawford’s leaving San Francisco is sad for many Giants fans and weird for the rest of us. But moving on from something and getting over it are not the same thing. It was time for the Giants to move on from Crawford, to let him go somewhere else, even if it wasn’t an easy decision. Read the rest of this entry »
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