Teams have been smiling at each another and making their fair share of prolonged eye contact, but the trade deadline tension had yielded little in the way of actual consummation until Saturday’s A’s and Royals trade that sent veteran lefty reliever Jake Diekman to Oakland for two prospects. Here’s the deal:

Oakland gets:

LHP Jake Diekman

Kansas City gets:

RHP Ismael Aquino
CF Dairon Blanco

Diekman, who has struck out 33.5% of opposing hitters and has a 3.37 FIP across 41.2 innings this year, immediately becomes the best lefty in Oakland’s bullpen, surpassing cutter/curveball/command lefty Ryan Buchter (who was also acquired from Kansas City via trade last year), and strike-throwing Taiwanese depth piece, Wei-Chung Wang. That’s less a knock on either of those two, and more to do with Diekman, who has been good with uncommon consistency for a reliever throughout his seven-year big league career. Read the rest of this entry »

The Rays and Jays pulled off a minor trade on Sunday, sending utilityman Eric Sogard to Tampa Bay for a player or players to be named later, or a player or players to be named soon.

Sogard is a good example of a player who wrings the most out of limited physical tools. You won’t often see him crushing deep homers with drool-worthy exit velocities. Like David Fletcher of the Angels, Sogard’s game is a bit of a throwback to a more contact-oriented game. Of active players with at least 500 plate appearances, Sogard has been the second-best at making contact with pitches in the strike zone, behind only Michael Brantley.

Sogard’s .300/.363/.477 triple-slash line (and 123 wRC+) this season is surprising, though not nearly as surprising as the 10 homers he’s hit. While 10 homers doesn’t exactly put Sogard into Pete Alonso territory, it’s an impressive total through the end of July for a 33-year-old who entered the season with just 11 career round-trippers. He may be an example of a player who is getting the most out of MLB’s different-but-not-different-swears-Rob-Manfred baseball; Statcast’s xSLG number gives Sogard just a .346 slugging percentage. The culprit is that Sogard still isn’t hitting the ball hard, with an 84.4 mph exit velocity and only three barrels. Despite that, more of his balls than usual have snuck over the right field fence.

After knee surgery cost Sogard his 2016 season, he was forced to settle for a minor-league contract and the chance to compete for a bench spot with the Brewers in 2017. Sogard posted pleasantly surprising production while filling in for Jonathan Villar when the latter was dealing with back pain in June of that year; his .273/.393/.378 line was enough to get him a major league contract with the Brewers in 2018, but he played poorly and was released by Milwaukee in July.

Neither Steamer or ZiPS were excited about Sogard coming into 2019, projecting a wRC+ of 79 and 69 respectively. The rest of baseball wasn’t much more excited; Sogard signed a minor-league contract with the Blue Jays in December. The projection systems now see him as a .250-.260 hitter with an OBP around .330 and a high .300s slugging percentage, which is a promising enough line for him to have value for a contender looking for depth. Sogard is an excellent fit for the Rays; they don’t need him to play much shortstop, a position where Sogard is stretched, but with many of the team’s second and third base options currently injured (Brandon Lowe, Yandy Diaz, Daniel Robertson, Christian Arroyo), Tampa will find a lot of use for him in coming weeks. I might be inclined to promote Kean Wong from Triple-A Durham, but this is a short-term addition, and the Rays have good reason to pick the safer option in a pennant race.

The cost for adding Sogard is likely to be a minimal one. While there have been conflicting rumor-inations about the players in return, it strikes me that no matter who’s ultimately identified, it’s likely that we’re talking low-level organizational players. If there were prospects of significance involved, I suspect the Rays would have considered promoting Wong more seriously.

Sogard’s acquisition is a low-key signing, but he’ll provide value to the Rays for the next two months, and the trade seems likely to be reasonable for both sides. While I reserve the right to change my opinion if the Rays give up Wander Franco or Brendan McKay, they’re not going to give up Wander Franco or Brendan McKay.

Zack Britton bought himself an Edgertronic earlier this month. He’s pondering purchasing a Rapsodo, as well. The Yankees southpaw boasts a 2.57 ERA — and MLB’s highest ground-ball rate, to boot — but that doesn’t mean he’s satisfied. Once the offseason rolls around, Britton plans to fine-tune his arsenal even more.

If you’re a hitter chagrined by this news, blame his nerdiest teammate.

“I bought all the [Edgertronic] equipment, and wired it up in my house,” Britton told me yesterday. “Talking with Adam Ottavino about what he’s been doing the last two off-seasons is what really piqued my interest. It’s a way to keep up with how we’re being evaluated now, and it allows us to make adjustments faster.”

While a primary driver, Ottavino’s influence wasn’t the sole selling point. Britton hasn’t had a chance to put his new purchase to use, but the 31-year-old former Oriole has thrown in front of an Edgertronic before.

“The Yankees have high-speed cameras at the Stadium,” explained Britton. “I’ve noticed differences with both my breaking ball and my sinker. I can see where my hand position is when I throw a good pitch. Rather than just feeling my way through an adjustment, I can get instant feedback on the adjustments I need to make.”

Britton had the winter months in mind when he went shopping. While details still need to be worked out, the plan is to link his Edgertronic — and perhaps a Rapsodo — with ones used by the Yankees.

“We can communicate back and forth during the offseason,” said Britton. “[Pitching coach] Larry Rothschild can see the numbers and know the things I’m doing. And if there’s anything they want to see, I can try it and then send them the data. We have the technology to where we can do that.” Read the rest of this entry »

Evidently, Nicholas Castellanos doesn’t love playing in Comerica Park.

“This park is a joke,” he told Chris McCosky of The Detroit News on July 21. “It’s to the point where how are we going to be compared to the rest of the people in the league in terms of power numbers, OPS, slugging and all that stuff when we got a yard out here that’s 420 feet straight across center field?”

As we approach the July 31 trade deadline, it appears likely that Castellanos won’t have to call Comerica home for much longer. The Tigers are 30-67, and as MLB.com’s Jon Morosi reported on Wednesday, they are “virtually certain” to trade him by the deadline. But a change of scenery might not be the solution to Castellanos’ problems. Playing the majority of his games in Detroit isn’t why the outfielder has taken a slight step back this season (130 wRC+ in 2018; 114 wRC+ in 2019).

First, let’s dispense with Castellanos’ claim. Here are Castellanos’ 2019 home and road splits:

Those are some pretty drastic splits, but it’s clear that Castellanos is not being hindered by the effects of Comerica Park. The wRC+ split ⁠— which, as we know, adjusts for park factors ⁠— tells the full story. While Castellanos has been a better hitter on the road than at home, it’s not the fault of the ballpark. Read the rest of this entry »

Yesterday, news came out of Tampa Bay that Blake Snell will undergo arthroscopic surgery to remove loose bodies in his arm. While that isn’t the worst-case scenario when it comes to pitcher injuries, he’s expected to miss at least a month. If this injury had occurred in April or May, we probably wouldn’t be too worried about it; missing 15%-20% of the season isn’t a huge deal. But when the injury occurs in late-July, losing a team’s best starting pitcher and best player for half of the season’s remaining games is a big deal. It’s especially important for the Rays, who are sitting just outside of a Wild Card spot.

Snell isn’t the only injury problem Tampa has had of late.

• Brandon Lowe, still second on the Rays in WAR with 2.5 wins, has been out with a shin injury since the beginning of the month.
• Kevin Kiermaier, the club’s standout center fielder, went on the injured list on Sunday with a left thumb sprain.
• Yandy Diaz, the team’s starting third baseman who has put up 118 wRC+, went on the IL on Tuesday with a foot injury.

Those three position players rank second, fifth, and fourth respectively on the Rays in WAR this season. They have put up 5.7 WAR this year, which is 38% of the team’s total from the position player side. Similarly, Snell and the previously injured Tyler Glasnow represent a quarter of the Rays’ 2019 pitching WAR. That’s roughly one-third of the Rays’ production on the injured list right now. While the injuries are relatively minor, for a team fighting for a playoff spot, every game matters. After a great start to the season, Tampa has seen its playoff odds go from near-sure-thing to a coin flip:

Read the rest of this entry »

Position: Data Quality Engineer, Baseball Systems

Location: Minneapolis, MN

Description:
The Minnesota Twins are seeking a Data Quality Engineer to join the Baseball Research and Development group. This position offers wide-ranging exposure to current programming methods and frameworks in a fast-paced agile environment. With creativity and passion, this candidate will collaborate with the Baseball Operations staff to ensure good data hygiene across a growing set of disparate data sources. This position requires an intuitive and exacting passion for data detective work. By identifying patterns that affect data quality and by working directly with data scientists, the candidate will help to develop, deliver, and maintain tools to enhance model and decision accuracy. This position requires independent curiosity and a commitment to achieving excellence within a team framework. Strong communication and interpersonal skills will enable the candidate to enjoy engaging relationships with product users.

Essential Duties and Responsibilities:

• Build data quality assurance tools and procedures to identify and correct data inaccuracies.
• Design, maintain, and support data warehouses for reporting and analysis.
• Develop, optimize, and automate data workflows and pipelines ensuring data integrity and quality from external data integrations.
• Support the individuals of the Baseball Operations team by providing assistance and education on best practices when querying the data warehouse.
• Work with data scientists to ensure models and analyses follow best practice for accessing the data and are properly integrated into scheduled data processing workflows.
• Explore emerging technologies and recommend new tools and techniques for collecting and processing data.
• Develop visualization tools and reports that showcase research findings in creative, effective ways for a variety of different end users and use cases.
• Use an agile software development approach for quick roll-outs combined with incremental improvement process to existing systems and environments.
• Provide courteous and timely first-level contact and problem resolution for all Baseball Department users.

Qualifications, Skills, and Abilities:

• Bachelor’s Degree in Computer Science, Data Engineering, or a related field or equivalent work experience.
• Software development experience, including requirements definition, design, development, testing, implementation, and iterative improvement.
• Expertise with SQL, relational databases, database design, and data cleaning techniques.
• Ability to process and transform data from a variety of sources and formats.
• Experience with C#, Java, Python, R or other similar language that interacts with data.
• Knowledge of data visualization packages such as Plotly or ggplot is a plus.
• Proficiency evaluating and improving the performance of SQL queries.
• Understand software development best practices and long-term maintainability of code.
• 2+ years of relevant work experience.
• Strong work ethic, curiosity, initiative, and problem-solving skills.
• Open mindedness to learn new technologies and embrace different ways of thinking.
• Passion for baseball is preferred; passion for problem solving is required.

Physical Requirements:

• Ability to lift and transport items up to 55 lbs.
• Must be able to sit for extended periods of time.
• Must be able to move throughout all areas and levels of the ballpark.
• Ability to relocate to the Twins Cities area.

To Apply:
External applicants should apply using the application found here.

The content in this posting was created and provided solely by the Minnesota Twins.

After a surprise first-place finish in the National League East last year, the Atlanta Braves entered this offseason searching for an offensive threat to bolster their lineup. After being shutout twice in their Division Series matchup against the Dodgers, they probably had good reason to be on the lookout for a new bat to add to their roster. They quickly struck a one-year deal with Josh Donaldson worth $23 million in the hopes that he would rekindle some of the magic that made him the second-most valuable player in baseball from 2013-2017.

Through the first two months of the season, it seemed like a worst-case scenario was playing out for the Braves’ biggest offseason acquisition. Through May 31, Donaldson had posted a 118 wRC+ and 1.2 WAR in 217 plate appearances. Above average, yes, but a far cry from his 148 wRC+ he averaged annually in the five years prior to 2018. With a lengthy injury history since at least 2016, you had to wonder if all that wear and tear had caught up with his 33-year-old body.

A shoulder injury sapped him of his power last year, so it was a little worrisome that his ISO was just .186 through the first two months of the season. That would have been his lowest power output since 2012, the year before he broke out with the Athletics. But more concerning was the 28.1% strikeout rate, higher than any other season in his career except for the brief cup of coffee he received way back in 2010. In his prime, he had always been able to combine reasonable strikeout rates with his massive power.

Since June 1, however, Donaldson has put together a vintage performance. He’s matched his previous offensive output exactly, posting a 148 wRC+ and 1.8 WAR across 198 plate appearances. He’s tied for the National League lead in home runs during this period with 16. That puts him on pace to launch more than 30 home runs for the fourth time in five years. So what happened to his power early this season and why has it come on so strong recently? Read the rest of this entry »

This is an unusually sunny era in which to write about player development. Seemingly every other month, someone new finds their power stroke, optimizes their curveball, or writes a best-selling book about how players are embracing technology to improve. I don’t know if any one player embodies the face of the movement, if only because so many people have jump-started their careers with a swing change or weighted ball program.

It’s easy to forget that these kind of career-altering breakthroughs are still somewhat uncommon. Ballplayers are constantly tinkering — a new grip or arm slot here, a different stance or hand position there — and the vast majority of those developments will never break a projection system. Sometimes, they’re just meant to get a struggling player back on track. In many other cases, guys make changes that give them an edge, albeit a fleeting one. These adjustments generally don’t make headlines, but under the microscope, they offer a fascinating window into the game.

Consider the case of Glenn Sparkman. Sparkman, a 27-year-old clinging to a job in Kansas City’s rotation, is the kind of guy who constantly needs to be at the top of his game to succeed. He’s a righty with slightly above average arm strength; his secondaries are competent but unremarkable. His stats are as bland as the previous sentence:

Read the rest of this entry »

Cleveland entered last offseason with one of the better rosters in baseball, but they spent the winter not offering Michael Brantley a qualifying offer, not bringing in an MLB-level replacement, switching out Edwin Encarnacion for Carlos Santana and Jake Bauers, trading away Yan Gomes, and then went through months of rumors that it would trade one of the best starting pitchers in the game, be it Corey Kluber or Trevor Bauer. In the end, they kept the rotation intact, but did nothing for the outfield, relying on stars on the pitching staff as well as Francisco Lindor and Jose Ramirez on the position player side. In short, the team left itself vulnerable, and two months into the season, it looked like the chickens had come home to roost. With another two months in the books, the club is almost where they were expected to be to start the year.

At the beginning of every season, FanGraphs puts together Positional Power rankings. This is where Cleveland ranked at every position.

There’s Lindor, Ramirez, the starting rotation, and then a bunch of below-average or worse players. Those rankings netted Cleveland an expected 97-win season, but they were heavily reliant on the stars delivering. Through 59 games, Cleveland was 29-30. Here are the main reasons.

• Lindor missed the first several weeks of the season. In just three weeks, his replacements Max Moroff and Eric Stamets were nearly a full win below replacement. Stamets got two hits in 48 plate appearances while Moroff hit better than that with a wRC+ of 3. Lindor came back and performed up to his normal standards, but instead of the two wins Cleveland expected from shortstop, they ended up with around one-third of that amount.
• Ramirez was terrible for two months. Instead of generating a win per month, he was a replacement-level player.
• The outfield was even worse than expected. Bauers, Leonys Martin, Carlos Gonzalez, and Greg Allen were a combined 1.5 wins below replacement. Slightly below-average play from Tyler Naquin, Jordan Luplow, and Oscar Mercado in fewer plate appearances were not enough to bring the outfield to even replacement level during this time.
• Mike Clevinger was hurt after just a few starts while Kluber missed a month. Even with Carlos Carrasco, Bauer, and Shane Bieber all pitching reasonably well, the rotation took a hit.

Read the rest of this entry »

Getting traded has long been a part of the game. Players move from team to team on the whims and wishes of general managers looking to make their clubs better — be it in the near term, for a pennant push, or down the road. Sometimes these deals happen during the winter months. Other times they happen in-season, most commonly at the July trade deadline. Either way — and regardless of whether the player is happy with the change of address — more than the name on the front of uniform is going to be different. To varying degrees, getting dealt impacts the day-to-day lives of players, particularly those who have families.

With this year’s deadline fast approaching, I went in search of interesting trade stories. With a broader perspective in mind, I talked not only to current players, but also to former players, a coach who managed in the minors for nine seasons, and a couple of broadcasters. All of these conversations took place last week when the Red Sox hosted the Blue Jays at Fenway Park.

———

Trent Thornton, Blue Jays pitcher

On November 17, 2018, the Houston Astros traded Thornton to the Toronto Blue Jays in exchange for Aledmys Diaz.

“I got a call from one of the front office guys with the Astros, Armando Velasco. I’d just gotten back from the [Arizona] Fall League, so I thought they were putting me on the 40-man roster. Instead, it was, ‘Hey, you were just traded to the Toronto Blue Jays.’ I almost blacked out. I kind of just said, ‘OK, thanks,’ then went in to tell my parents.

“I ended up calling [Valasco] back about five minutes later, because I hadn’t really heard anything he’d said. He was like, ‘Yeah, someone from the Blue Jays will be calling you in about 15 minutes. He’ll give you a little rundown of what’s going on.’

“About 15 minutes later, someone does call. I’m having this conversation with the guy and he’s saying, ‘We’re super excited to have you,’ blah blah blah. At the end of the conversation, I said, ‘Who are you again?’ I’d never caught his name. He goes, ‘Ross Atkins.’ I go, ‘Oh, OK.’ Then I hung up the phone. Read the rest of this entry »