For a losing team, the Cincinnati Reds have been busy. It’s not just trading players either, as Cincinnati made one of the biggest deadline moves while many contenders slumbered in near-stasis, picking up Trevor Bauer with an eye towards retooling for the 2020 season. Only three of the eight players in Wednesday’s lineup were also in the lineup on Opening Day: Tucker Barnhart, Eugenio Suárez, and José Iglesias. Chief among the new additions is the recently called-up Aristides Aquino, a big slugger lurking far back from the head of the team prospect lists coming into the season. After a fairly unimpressive minor league career, Aquino has feasted on the major league bouncy ball in 2019, slugging 28 homers in 294 AB in the formerly pitcher-friendly International League and then a shocking 11 homers in just 20 major league games.

Aquino was not some elite prospect finally being called up. The Reds have only received the benefit of getting a look at Aquino because they decided to use their ABs in a now-lost season in a productive way. If the team hadn’t dropped Matt Kemp or traded Yasiel Puig, choosing to go with the known quantity in a mistaken attempt to goose attendance (there’s no evidence this actually works), there wouldn’t have been as many opportunities to assess Aquino or Josh VanMeter or Phil Ervin in the majors. They now have more information on these players — how they’ve played at the big league level — and that information can have a positive effect on the decisions they make on how to win the NL Central or a wild card spot in 2020. Even picking up veteran Freddy Galvis, a 2.0 WAR player, for free has a value to a team like the Reds given his one-year, $5-million option for 2020. Scooter Gennett was always likely to be gone, but Galvis may not be, and now the Reds have another player who they can choose to start in 2020 or trade over the winter.

The Reds have been fortunate in these decisions, but I would have been in favor of this calculus even if Aquino/VanMeter/Ervin had been terrible. My fundamental belief is that among hitters and pitchers, teams have roughly a combined 12,000 plate appearances/batters faced to work with every year, and as many of them should be devoted to trying to win games as possible. Maybe they’re not 2019 wins — maybe they’re wins in 2020 or 2023 or 2026. But even players not working out gives you information; if Aquino came to the majors and hit like Lewis Brinson, it would still give the Reds data they didn’t have before. You don’t acquire that kind of knowledge when you’re a 90-loss team still penciling Billy Hamilton or Chris Davis into the lineup on a daily basis. Read the rest of this entry »

The 2019 trade deadline has passed and, with it, dozens of prospects have begun a new journey toward the major leagues with a different organization. We have all of the prospects who have been traded since the Nick Solak/Peter Fairbanks deal ranked below, with brief scouting snippets for each of them. Most of the deals these prospects were a part of were analyzed at length on this site. Those pieces can be found here, or by clicking the hyperlink in the “From” column below. We’ve moved all of the players below to their new orgs over on THE BOARD, so you can see where they rank among their new teammates; our farm rankings, which now update live, also reflect these changes, so you can see where teams’ systems stack up post-deadline. Thanks to the scouts, analysts, and executives who helped us compile notes on players we didn’t know about.
Read the rest of this entry »

There are always a few deadline trades made for clerical reasons rather than with a pennant race in mind. This is one of them:

Rangers get:
RHP Nate Jones
$1 million in international bonus space
Cash

White Sox get:
RHP Joseph Jarneski
RHP Ray Castro

The oft-injured Jones, who has a 2020 team option and a mutual option for 2021, will be on the shelf for the rest of 2019 due to forearm surgery performed in late May. It’s possible that a surprisingly competitive Rangers club will keep Jones around in the hopes that his stuff returns from yet another injury. More likely, Texas’ 40-man situation will lead them to decline his option. Read the rest of this entry »

If you just glanced at his player page for a second, you might think Lucas Giolito was falling apart. After a triumphant first half, during which he paired a 30% strikeout rate with a 9.5% walk rate on his way to a 3.15 ERA and 3.23 FIP, he made the All-Star team. And this was no automatic invite extended to the best available White Sox player; he was simply one of the best pitchers in baseball, running comparable park-adjusted numbers to Stephen Strasburg, Walker Buehler, and Zack Greinke.

From that great height, Giolito’s second half has had a rocky beginning. In three post-break starts, he’s compiled a 5.6 ERA, with a FIP over five. A lot of that ugliness is driven by a pasting at the hands of the Twins, when he allowed four home runs and seven runs over five innings, but it’s not as though there weren’t other warning signs. In his last pre-break start, he went only four innings against the Cubs, walking five batters on his way to giving up six earned runs. All told, it was a beyond-forgettable July for Giolito.

Situations like this are among the most difficult for writers to assess. Pitchers are fickle, and there’s no better example of that than Giolito. In parts of three seasons from 2016 to 2018, he was below replacement level, whether you’re into runs allowed or FIP; over 240 innings, he ran a 5.48 ERA and 5.68 FIP. He only struck out 16.2% of batters he faced while walking 11%. He still had some prospect shine, but projection systems weren’t buying it: ZiPS projected him for a 5.03 ERA in a lower-scoring environment than what we’ve realized in 2019, while Steamer foresaw an even higher 5.32 ERA.

Of course, Giolito proceeded to make those projections look ridiculous. Through 16 starts, roughly the first half of his season, he pitched nothing at all like the projections. That 30% strikeout rate was nearly double what the two projection systems expected, and his walk rate was significantly lower — you get the idea. Essentially, Giolito looked like an ace. If there was cause for concern, it was unsustainable home run suppression — he’d allowed a 9.7% HR/FB rate in the first half, and for a fly ball pitcher, that adds up. The point, though, is that Giolito went from replacement-level disappointment to deserving All-Star. Read the rest of this entry »

A few bumpy outings aside, Shaun Anderson has had a solid rookie season with the San Francisco Giants. Since debuting in mid-May, the 24-year-old right-hander has won three of five decisions, and on six occasions he’s gone at least five innings while allowing just a pair of runs. Overall, he has a 4.87 ERA and a 4.37 FIP in 12 starts.

Anderson is comfortable on a big stage. He pitched in the College World Series while at the University of Florida, and last summer he took the mound in the All-Star Futures Game. The former Gator came into this year ranked eighth on our Giants Top Prospects list.

He was originally Red Sox property. A third-round pick in 2016, Anderson was shipped to San Francisco thirteen months later, along with now-19-year-old righty Gregory Santos, in exchange for Eduardo Nunez. The days-before-the-trade-deadline deal brought Boston a player who helped them win a World Series — Nunez has since been DFA’d — while San Francisco got an up-and-comer who doesn’t fit a conventional mold.

College relievers rarely become big-league starters, and this is an era where pitchers typically pump gas and miss a lot of bats. Anderson is an anomaly in both respects. The erstwhile closer has a pedestrian 92/93mph heater, and he’s punching out just 5.7 batters per nine innings.

Asked about his approach, Anderson described it as “attack.” Undaunted by big-league hitters in the box, he’s all about mixing and matching, and working down in the zone. Read the rest of this entry »

Pitchers learn and develop different pitches, and they do so at varying stages of their lives. It might be a curveball in high school, a cutter in college, or a changeup in A-ball. Sometimes the addition or refinement is a natural progression — graduating from Pitching 101 to advanced course work — and often it’s a matter of necessity. In order to get hitters out as the quality of competition improves, a pitcher needs to optimize his repertoire.

In this installment of the series, we’ll hear from three pitchers — Jose Leclerc, Evan Marshall, and Tony Watson — on how they learned and developed their changeups.

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Jose Leclerc, Texas Rangers

“I was around 10 years old when I started throwing it — 10 or 12 — and I thought it was a regular changeup. When I was playing Little League, nobody told me that it wasn’t really a changeup. I just kept throwing it, kept throwing it, and when I signed my contract with the Rangers, the pitching coach told me, ‘That’s not a changeup.’ I said, ‘That’s how I hold my changeup.’ He said, ‘No, that’s a slider.’ But I kept throwing it, kept throwing it, and it was good.

“It’s a changeup grip, but I throw it like a football and it moves kind of like a slider. I don’t know why. I’ve tried to show it to my compañeros — to my teammates — and they can’t do it. Sam Dyson; he asked me to show it to him. A few others did, as well. Some of them could kind of throw it, but they couldn’t command it like I do.

“I throw it the same now as when I was a kid. Everything is the same. It is better, though. I throw harder now, so there’s more movement. But what it is … I call it a cut-change. It’s just something natural that I have. I don’t how I do it. For real.” Read the rest of this entry »

How would you adjust your pre-draft evaluation of a high school pitcher if you knew he couldn’t pass a physical? That is what teams needed to decide about White Sox righty Dylan Cease, who after a surgery, a year of rehab, and four years of development, will make his first big league start today.

Some version of this scenario occurs almost annually: High school pitcher throws hard during his showcase summer, becomes very famous, comes out the following spring throwing even harder, then breaks. In Cease’s case, he was 93-96 and touching 98 during showcases, then touching 100 early the following spring before he was shut down with an elbow injury that would, as teams knew ahead of the draft, eventually require surgery.

For some teams, the injury shut the door on Cease as an option entirely. He was a Vanderbilt commit whose long arm action some teams had already feared increased his risk of injury, or at least might impede his ability to develop command and a changeup, and funnel him toward a bullpen role.

But Cease also had among the 2014 draft’s best velocity and breaking ball combination. The Cubs properly assessed his signability, and after cutting an underslot deal with Kyle Schwarber for $1.5 million at pick No. 4, they suddenly had a bunch of extra bonus pool money to play with. They ended up signing three high school pitchers to overslot bonuses — Cease, Justin Steele and Carson Sands — and cutting underslot deals of varying amounts at every other pick in the first 10 rounds.

Cease signed for $1.5 million, which was the slot value of that draft’s 38th pick and is around where high school pitchers with this kind of stuff, albeit healthy ones, typically come off the board these days. It took a fortuitous intersection of several variables: Cease’s talent, the Cubs optimistic evaluation of it and his signability, the opportunity created by the underslot deal with Schwarber, and a level of comfort in taking an injured player aided by risk diversification in the other overslot high schoolers. The high school pitching crop in 2014 was wild, and a few of those players probably contributed to the current reticence to pick a similar guy very early. Read the rest of this entry »

Pitchers learn and develop different pitches, and they do so at varying stages of their lives. It might be a curveball in high school, a cutter in college, or a changeup in A-ball. Sometimes the addition or refinement is a natural progression — graduating from Pitching 101 to advanced course work — and often it’s a matter of necessity. In order to get hitters out as the quality of competition improves, a pitcher needs to optimize his repertoire.

In this installment of the series, we’ll hear from three pitchers — Carson Fulmer, Lucas Giolito, and Clayton Richard — on how they learned and developed their changeups.

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Carson Fulmer, Chicago White Sox

“I’ve always thrown a four-seam fastball, so early on I wanted to throw a four-seam changeup. I could never get enough velocity off of it, so I needed to come up with something else. What I came up with was kind of a fosh. This was about two years ago. But I couldn’t find enough consistency in the zone — it would throw me into bad counts — so I kind of got away from it. Read the rest of this entry »

A number of years ago, Boston sports-TV anchor Bob Lobel used to say of former Red Sox players excelling for other teams, “Why can’t we get players like that?” Similar words are currently being uttered in Detroit, in regard to James McCann. In his first season with the Chicago White Sox, the 29-year-old catcher is slashing a robust .320/.378/.519, and he’s already gone deep nine times.

McCann wasn’t nearly that good with the stick in his four-plus years with the Tigers. When he signed with the ChiSox in December — a bargain-basement one-year deal for $2.5M, no less — he was a .240/.288/.366 career hitter. How did he suddenly morph into an offensive force?

“Honestly, the biggest thing for me this year is that I’m trying to be the best James McCann,” is how the Tigers castoff explained it prior to a recent game at Fenway Park. “I’m staying within myself and not trying to do too much. I’m taking my base hits the other way — I’m taking my singles — and not trying to hit the impossible six-run homer.”

The breaking-out backstop trained with Rangers infielder Logan Forsythe over the offseason — both live just south of Nashville — and as McCann pointed out, each has played with some great hitters over the course of their careers. Not that attempting to emulate one’s more-talented peers is always the best idea. Read the rest of this entry »

Please note, this posting contains two positions.

Position: Baseball Operations Software Engineer

Location: Chicago, IL

Description:
The Chicago White Sox seek an experienced Software Engineer to join their baseball operations group. The engineer will be responsible for building and maintaining data driven systems with a focus on Baseball Analytics, however there will be additional exposure to all facets of baseball operations. This position will report to the Director of Baseball Analytics.

Responsibilities:

• Develop data-driven web applications and reports to assist the White Sox front office with player evaluation, arbitration, scouting, and player development.
• Manage the integration of new and existing data sources.
• Provide operational support.

Requirements:

• Degree in computer science, engineering, or similar field.
• Technical proficiency in web development and scripting technologies such as HTML, PHP, AJAX, and JavaScript.
• Object oriented development experience with Visual Studio and C#.
• Strong UI design fundamentals, with examples of intuitive and flexible interfaces.
• Knowledge of SQL Server or MySQL with the ability to write and optimize complex queries and stored procedures.
• Experience working with large datasets.
• 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.

Preferred Qualifications:

• Experience with ETL methodologies.
• Experience presenting data with Tableau.
• Experience performing advanced statistical analysis with analytical tools such as R, MatLab, or Python.
• Advanced quantitative degree or published research.
• Prior baseball playing or operations experience.

To Apply:
Please review the requirements above and send a resume/cover letter to ApplyAnalytics@chisox.com. Due to the large number of applicants, you may not receive a response.

Position: Baseball Analyst

Description:
The Chicago White Sox seek a passionate, knowledgeable, and dedicated individual with a desire to work in Baseball Operations. The position will focus primarily on the numerical methods that drive Baseball Analytics, however there will be additional exposure to all facets of baseball operations. This position will report to the Director of Baseball Analytics.

Responsibilities:

• Create proprietary performance metrics and predictive models using regression and machine learning.
• Develop data-driven applications and reports to assist the White Sox front office with player evaluation, arbitration, scouting, and player development.
• Provide operational support.

Requirements:

• Degree in computer science, mathematics, engineering, or similar field.
• Experience performing advanced statistical analysis (regression, mixed models, machine learning) with analytical tools such as R, MatLab, or Python.
• Knowledge of SQL Server or MySQL with the ability to write and optimize complex queries and stored procedures.
• Experience working with large datasets.
• 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.

Preferred Qualifications:

• Technical proficiency in web development and scripting technologies such as HTML, PHP, AJAX, JavaScript, Node.js, and Vue-js.
• Object oriented development experience with Visual Studio and C#.
• Knowledge and practice with ETL solutions and best practices.
• Experience creating computer vision models with OpenCV or TensorFlow.
• Experience presenting data with Tableau.
• Advanced quantitative degree or published research.
• Prior baseball playing or operations experience.

To Apply:
Please review the requirements above and send a resume/cover letter to ApplyAnalytics@chisox.com. Due to the large number of applicants, you may not receive a response.

The content in this posting was created and provided solely by the Chicago White Sox.