The ongoing conversation as to whether a hitter can control where they hit the ball has always confused me. As a hitter, you tailor your swing for a specific batted ball profile and come to an understanding of the types of pitches you can handle and the types you cannot. Within that context, your swing might be malleable enough to produce different types of hard contact, but if it isn’t, then you have a plan for where adjustments can be made. From that perspective, a hitter has every bit of control over where they’re going to hit the ball, even it’s more of a long-term endeavor.
On the other hand, there is the dilemma of hitting what you get, and from pitcher to pitcher, that will vary. Each pitcher has a different plan of attack, whether it’s in the pitches themselves, command of specific areas of the zone, arm slot, etc. Most hitters have limitations, and it’s the job of the pitcher to pitch to those limitations. A hitter can have a specific set of strengths that can’t be bent much at all, but then there are hitters who can change their strengths, or more specifically their batted profile, to cater to where they are playing.
In any specific matchup, it might be hard to execute on that plan. For example, we often think about situational hitting and moving runners over or trying to hit a sacrifice fly. That is difficult to do if you don’t get the pitch to do it or don’t have the motor skills to control your body with a changing set of pitch speeds and locations. But when zooming out and looking at batted ball profile, some hitters can change with time. One example of that is Andrew Benintendi. Read the rest of this entry »
Below is an analysis of the prospects in the farm system of the Chicago White Sox. Scouting reports were compiled with information provided by industry sources as well as my own observations. This is the third 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 I 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 »
Andrew Benintendi presents as a good table-setter option for the White Sox. Signed by Chicago’s American League entry on Friday, the no. 17 player on our 2023 Top 50 Free Agent rankings is a good fit for an underachieving team that could use better on-base percentages near the top of its lineup. While batting average-heavy Tim Anderson will presumably remain the leadoff hitter — this despite a career 3.6% walk rate and .316 OPB — someone who can consistently get on base in front of the thumpers can only help.
Benintendi had a better 2022 season than a lot of people realize. In 521 plate appearances split between the Kansas City Royals and the New York Yankees, the left-handed-hitting outfielder logged a 122 WRC+ — this despite a .399 SLG and only five home runs — which was a mere point lower than his career high. Matching that wRC+, as well as his .373 OBP, would be worth the reported five-year, $75 million deal.
Benintendi will turn 29 next July, so there is a real possibility that his best years are ahead of him. Cecil Cooper presents as a best-case comp. Through age 28, Cooper — a left-handed-hitting first baseman who established himself in Boston before playing two seasons in Milwaukee — had 73 home runs and a 116 wRC+ (Benintendi currently has 73 home runs and a 109 wRC+.) From age 29 through age 33, Cooper put up a 141 wRC+ with 123 home runs. 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. Originally written for the 2021 election, it has been updated to reflect recent voting results as well as additional research. 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.
At a moment when baseball is so obsessed with velocity, it’s remarkable to remember how recently it was that a pitcher could thrive, year in and year out, despite averaging in the 85–87 mph range with his fastball. Yet that’s exactly what Mark Buehrle did over the course of his 16-year career. Listed at 6-foot-2 and 240 pounds, the burly Buehrle was the epitome of the crafty lefty, an ultra-durable workhorse who didn’t dominate but who worked quickly, used a variety of pitches — four-seamer, sinker, cutter, curve, changeup — moving a variety of directions to pound the strike zone, and relied on his fielders to make the plays behind him. From 2001 to ’14, he annually reached the 30-start and 200-inning plateaus, and he barely missed on the latter front in his final season.
August Fagerstrom summed up Buehrle so well in his 2016 appreciation that I can’t resist sharing a good chunk:
The way Buehrle succeeded was unique, of course. He got his ground balls, but he wasn’t the best at getting ground balls. He limited walks, but he wasn’t the best a limiting walks. He generated soft contact, but he wasn’t the best at generating soft contact. Buehrle simply avoided damage with his sub-90 mph fastball by throwing strikes while simultaneously avoiding the middle of the plate:
That’s Buehrle’s entire career during the PITCHf/x era, and it’s something of a remarkable graphic. You see Buehrle living on the first-base edge of the zone, making sure to keep his pitches low, while also being able to spot the same pitch on the opposite side of the zone, for the most part avoiding the heart of the plate. Buehrle’s retained the ability to pitch this way until the end; just last year [2015], he led all of baseball in the percentage of pitches located on the horizontal edges of the plate.
Drafted and developed by the White Sox — practically plucked from obscurity, at that — Buehrle spent 12 of his 16 seasons on the South Side, making four All-Star teams and helping Chicago to three postseason appearances, including its 2005 World Series win, which broke the franchise’s 88-year championship drought. While with the White Sox, he became just the second pitcher in franchise history to throw multiple no-hitters, first doing so in 2007 against the Rangers and then adding a perfect game in ’09 against the Rays. After his time in Chicago, he spent a sour season with the newly-rebranded Miami Marlins, and when that predictably melted down, spent three years with the Blue Jays, helping them reach the playoffs for the first time in 22 years.
Though Buehrle reached the 200-win plateau in his final season, he was just 36 years old when he hung up his spikes, preventing him from more fully padding his counting stats or framing his case for Cooperstown in the best light. A closer look beyond the superficial numbers suggests that, while he’s the equal or better of several enshrined pitchers according to WAR and JAWS, he’s far off the standards. Like fellow lefty and ballot-mate Andy Pettitte, the boost that he gets from S-JAWS — a workload-adjusted version of starting pitcher JAWS that I introduced last year — doesn’t improve his case enough to sway me. He’s received a smattering of support, but his drop from 11% in 2021 to 5.8% last year shows that his candidacy is on life support. Read the rest of this entry »
The White Sox dipped into the free-agent pool this week with their first significant move of the offseason, agreeing to terms with righty Mike Clevinger on a reported one-year, $12 million deal. For the soon-to-be-32 Clevinger, it represents an opportunity to reestablish himself as a reliable mid-rotation starter after struggling to do so with San Diego in his return from his second Tommy John surgery in 2022. For the White Sox, it means adding a relative unknown with some upside to a talented and extremely right-handed rotation featuring 2022 AL Cy Young finalist Dylan Cease, a pair of veterans in the possible last years of their contracts in Lance Lynn and Lucas Giolito, and a 26-year-old Michael Kopech, who is trying to stay healthy for a full season himself after an early-career Tommy John surgery of his own.
The move comes as a bit of a surprise this early in the offseason, with much of the starting pitcher market yet to be sorted out. The reported $12 million value of the contract is a chunk of change higher than both our crowdsourcing and Ben Clemens predicted at $8 and $9 million, respectively. There’s a lot of starting pitching out there in November, including a handful of veterans coming off strong years that might be available for a one-year contract at or around $12 million. Corey Kluber contributed a productive season in Tampa this year, as did Michael Wacha in Boston, though he may require a second year of commitment. Andrew Heaney has generated enough buzz early that he might push that budget, but he’s available. Johnny Cueto was the second most valuable pitcher on these very same White Sox, with 2.4 WAR over 158.1 IP, but at age 36 would likely come at a similarly reasonable rate. So why did Chicago instead jump the market for Clevinger? 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 today’s team is the Chicago White Sox.
Batters
Imagine you’ve just built your dream home. You had an architect come up with a custom design that you absolutely loved. You hand selected the building materials, from the hardwood floors to the Spanish tiles in the roof. You’re ready to move into your endgame house! But wait, almost forgot, you have to furnish the house too, huh? OK, let’s head down to Crazy Joe’s Discount Furniture and find four dining room chairs without cigarette burns. The maroon couch behind the abandoned Caldor next to the bowling alley that still uses a sign from 1973 looks nice. I’m sure the smell will come out of that Craigslist mattress, and it’s not like you need all of the springs.
The White Sox did so many things well while building up the team, but they face-planted as soon as it was time to compete. Once the fun began, the discipline in the team’s decision-making disappeared. Want the 1980s manager for no reason? Sure! Need to solve the problem of two of your best young bats both essentially being designated hitters? Split the difference and have neither of them be the DH! Surely all that money you were going to use to sign Manny Machado will go towards other budgetary needs? Nope? Well, you’ve got Leury Garcia. Read the rest of this entry »
Last Tuesday’s 40-man roster deadline led to the usual squall of transaction activity, with teams turning over portions of their rosters in an effort to make room for the incoming crop of young rookies. Often, teams with an overflow of viable big leaguers will try to get back what they can for some of those players via trade, but because we’re talking about guys straddling the line between major league viability and Triple-A, those trades tend not to be big enough to warrant an entire post. Over the next few days, we’ll endeavor to cover and analyze the moves made by each team, division by division. Readers can view this as the start of list season, as the players covered in this miniseries tend to be prospects who will get big league time in the next year. We’ll spend more time discussing players who we think need scouting updates or who we haven’t written about in the past. If you want additional detail on some of the more famous names you find below, pop over to The Board for a more thorough report.
The Future Value grades littered throughout these posts may be different than those on the 2022 in-season prospect lists on The Board to reflect our updated opinions, and may be subject to change during the offseason. New to our thinking on this subject and wondering what the FVs mean? Here’s a quick rundown. Note that because we’re talking about close-to-the-majors prospects across this entire exercise, the time and risk component is less present here and these FVs are what we think the players are right now. Read the rest of this entry »
Nolan Jones might be ready to break out in Colorado, and turning 4 o’clock into 7 o’clock is how he would go about doing it. His time in Cleveland over — the Rockies acquired the rangy 6-foot-4 outfielder from the Guardians earlier this week in exchange for Juan Brito — Jones heads west with a swing that is, by his own admission, compact in the cage and too long in the batter’s box. Striking an effective balance between the two is an ongoing goal and a key to his future success.
“I’ve got really long levers, so I’m trying to simplify my moves and make them more efficient,” Jones told me earlier this summer. “Like anybody else, my moves become bigger in the game, and when your limbs are long, a two-inch move in the cage can become a six-inch move. My swings in the cage are those toned-down moves. I’m trying to be shorter to where, when they get bigger in the game, they’re right where I want them to be.”
Reaching his potential has been a frustrating endeavor for the 24-year-old. Selected in the second round of the 2016 draft out of Philadelphia’s Holy Ghost Preparatory School, Jones has ranked as Cleveland’s top prospect multiple times, and he was No. 51 in our Top 100 as recently as the spring of 2021. What has largely held him back is a penchant to swing-and-miss, a trait that accompanied him to the big leagues this season. Along with a .244/.309/.372 slash line over 94 plate appearances, the rookie had a 33% strikeout rate and a worst-on-the-club 71.6% Z-contact rate. Given the Guardians’ preference for hitters who can consistently put the ball in play, Jones no longer fitting into their plans comes as no surprise. Read the rest of this entry »
The following article is part of my ongoing look at the candidates on the 2023 Contemporary Baseball Era Committee ballot. For a detailed introduction to this year’s ballot, use the tool above. An introduction to JAWS can be found here.
Albert Belle was baseball’s most notorious bad boy in the 1990s, and he developed into one of the game’s elite sluggers. He flat out terrorized pitchers — and was no picnic for many of those around him — for a decade before a degenerative hip condition forced his retirement at age 34. Even at the height of an offense-heavy era, his numbers are something to behold.
So, too, are stories of Belle’s temper. A 1996 Sports Illustratedcover story, “He Thrives on Anger” — a title taken from a quote by Cleveland clubhouse attendant Frank Mancini, one of Belle’s closest friends — detailed his throwing baseballs at a photographer, hurling epithets at a broadcaster, and chasing teenagers who had egged his house in his Ford Explorer. While Belle overcame early-career problems with alcohol to flourish in the majors, his actions once he did rarely cast his as a feel-good story. Had the behavior that incurred multiple fines and suspensions — not to mention a 1998 domestic battery complaint that was later dropped — occurred two decades later, he could have received even heavier punishment that might have altered his career path. Read the rest of this entry »
Description
The Chicago White Sox seek an experienced Data Engineer to join their baseball operations group. The data engineer will be responsible for building, maintaining, and documenting data pipelines while ensuring availability and accuracy of external and internal data sets. This position will report to the Director of Baseball Analytics.
Responsibilities
Collaborate with the software development and analytics teams through research, design, and architectural efforts to build World-class decision support systems.
Design, manage, and optimize on-premise and cloud database resources.
Build and monitor ETL pipelines to ingest and clean external data sources while also facilitating the development and availability of internal metrics.
Requirements
Degree in computer science, engineering, or similar field.
Knowledge of SQL Server, MySQL, or similar relational database with the ability to write and optimize complex queries and stored procedures.
Technical proficiency with Python.
Experience with web development and scripting technologies such as Node and JavaScript.
Experience working with large datasets in relational format and JSON.
Experience with AWS, GCP, or Azure.
Familiarity with advanced baseball metrics and research.
Strong communication and presentation skills.
Demonstrated high degree of integrity, professionalism, accountability, and discretion.
Ability to work flexible hours and weekends.
Preferred Qualifications
Object oriented development experience with Visual Studio and C#.
Knowledge of Kubernetes, Docker, and other containerization methodologies.
Experience with parallelization of cloud compute resources with Spark or similar.
Familiarity with the Machine Learning lifecycle, including experience with MLFlow or similar.
To Apply:
Please review the requirements above and send a resume/cover letter to ApplyAnalytics@chisox.com. Due to the large number of applications, you may not receive a response.
Player Development Affiliate Intern
Locations: Charlotte, NC — Birmingham, AL — Winston-Salem, NC — Kannapolis, NC — Glendale, AZ
Summary:
The Chicago White Sox are seeking multiple seasonal Player Development Affiliate Interns. This entry level opportunity will provide individuals with a wide range of experiences across professional baseball. These positions will primarily support Minor League coaching staffs at affiliate locations throughout the Minor League season. There will also be opportunity to work on various baseball operations projects depending on skillset.
Program Details:
Associates will be compensated on an hourly basis and are eligible for over-time. Housing or a housing stiped will be provided.
The position will take place at one of our 5 affiliate locations: Charlotte (AAA), Birmingham (AA), Winston-Salem (A+), Kannapolis (A), or Glendale (RK).
All positions will start during Minor League Spring Training and end upon the conclusion of the Minor League season with the potential of extending into Instructional League.
Candidates must be fully available for the duration of the internship (March 1 — September 30).
Hours for this position may vary week to week; candidates must be available and prepared to work full time but irregular hours, including nights and weekends.
Essential Duties & Responsibilities:
Directly support players and coaching staff with all day-to-day video and information needs
Film and chart each game and any early work requests
Compile advanced scouting reports to be utilized prior to each series
Manage the setup and operation of all baseball technology
Travel with the team on all road trips
Aid in the execution of players development plans
Complete independent projects as assigned by scouting/analytics/player development/front office staffs
Qualifications:
Strong communication, organization skills, and eagerness to learn
Strong knowledge pertaining to information technology including proficiency with all Microsoft Office software
Knowledge of baseball technologies such as Hawkeye, Motion Capture, TrackMan, Rapsodo, Blast Motion, Motus, etc. is strongly encouraged
Must have a valid driver’s license and ability to lift and carry up to 50 lbs.
Ability to work evenings, weekends, or holidays
Additional Skills:
Prior coaching/playing experience
Advanced understanding of hitting/pitching biomechanics
Conversational Spanish
Video editing skills
Prior baseball/performance related research. Use of SQL/R/Python languages.
To Apply:
Please email PDJobs@chisox.com with the subject line “PD Affiliate Intern” and include your resume and references.
The content in this posting was created and provided solely by the Chicago White Sox.
