Archive for Daily Graphings

Sunday Notes: Trevor Story Hovers, Then Explodes

Trevor Story has always been a good hitter. He’s never been as good of a hitter as he is now. In his third big-league season, the 25-year-old Colorado Rockies basher is slashing .291/.346/.555 with 40 doubles, five triples, and 33 home runs. In short, he’s been a beast.

According to Story, he hasn’t changed all that much mechanically since the Rockies took him 45th overall in the 2011 draft out of an Irving, Texas high school. But he has changed a little.

“I think you’d see something very similar (if you compared then to now), but there are some differences,” Story told me earlier this summer. “I had more of a leg kick when I was younger, and I was kind of bouncing my hands instead of resting them on my shoulder. Outside of that, my movements are basically the same.”

Story felt that having a higher kick resulted in him getting beat by fastballs from pitchers with plus velocity, and as he “didn’t really need a leg kick to hit the ball far,” he changed to what he considers “more of a lift than a kick now; it’s almost more of a hover.”

Leg kicks — ditto lifts and hovers — are timing mechanisms, and as not all pitchers are the same, nor is Story always the same. The differences are subtle, but they’re definitely there. Read the rest of this entry »


The Arrival of the Tampa Bay Rays

Since the start of the season’s second half, the Rays have posted the third-best record in baseball. For fans of the team, it’s been fun, I imagine, but it also hasn’t mattered that much, since the A’s have run the single-best record in baseball. The Rays have gone 31-18 and lost ground in the wild-card standings, such that they’re only mathematically alive. They succeeded in catching up to the Mariners, but that won’t be enough to put them into the playoffs. It’s going to be another year without a World Series. It’s going to be another year without a postseason game.

You could say that the Rays are victims of circumstance. They’re 80-65 and almost irrelevant. That record, though, would ordinarily put them in a better spot. At this time last year, the Rays would be in possession of the first wild-card slot. The same would be true of 2016, and the same would be true of 2015. In 2014 and 2013, such a record would have given the Rays possession of the second wild-card slot. Most of the time, this would be a playoff contender. The Rays can’t help that the A’s are so good.

On its own, that’s somewhat encouraging. And yet there is so much more. From all appearances, the Rays are only just opening their competitive window. The talent-accumulation phase has guided them into an enviable position.

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Team Entropy 2018: From Eight Teams to Almost Six

This is the second installment of this year’s Team Entropy series, my recurring look not only at the races for the remaining playoff spots but the potential for end-of-season chaos in the form of down-to-the-wire suspense and even tiebreakers. Ideally, we want more ties than the men’s department at Macy’s. If you’re new to this, please read the introduction here.

Look, it hasn’t been a great week and a half for the Team Entropy bandwagon, but part of this job is staring a distinct lack of chaos in the face and acknowledging that fact. As of Labor Day (September 3), the National League featured eight teams with playoff chances of at least 25.6%. Ten days’ worth of games later, the lowest of those teams at the time, the Diamondbacks, is down to 3.2%, but they’re not even the ones who have fallen the furthest. The Phillies, losers of six out of eight since then, and 22 of their last 32 overall, are down to a 2.9% chance, a drop of 27.2 points since Labor Day. They’re now below the odds of the Mariners in the AL (5.7%) at the time, which I totally waved off.

Here’s a quick comparison of those eight NL teams since Labor Day:

NL Contenders Through September 3 and Since
Team W-L @ 9/3 W% Playoffs W-L Since Playoffs Dif
Cubs 81-56 .591 99.8% 4-5 99.9% 0.1%
Brewers 78-61 .561 85.8% 6-2 97.9% 12.1%
Dodgers 75-63 .543 83.8% 4-4 74.9% -9.0%
Braves 76-61 .555 75.0% 6-3 97.0% 22.0%
Cardinals 76-62 .551 54.7% 5-3 54.2% -0.5%
Rockies 75-62 .547 41.1% 6-3 68.9% 27.8%
Phillies 72-65 .526 30.2% 2-6 2.9% -27.2%
D-backs 74-64 .536 25.6% 3-6 3.2% -22.4%

The aforementioned two teams bore the brunt of the losses, but the Dodgers also took a substantial kick to the stomach. Their odds of winning the NL West dropped from 70.8% to 55.5%, while their odds of claiming a Wild Card spot climbed only from 13.1% to 19.4%. They still have the highest probability of winning the World Series of any NL team (13.6%, down from 16.3%), but I’ll wager that the machine running these odds hasn’t sat through their late-inning bullpen mess recently.

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On Josh Donaldson, the Indians, and Trading for Injured Players

The most controversial trade at this year’s August 31 waiver-deal deadline was the Indians’ swap of Julian Merryweather for the injured Bringer of Rain, Josh Donaldson. It’s not hard to see the appeal for Cleveland: at the cost of a 27-year-old hurler who missed the year with Tommy John surgery, the team picked up a third sacker who produced no fewer than five wins each year between 2013 and -17. And yet, the deal has been met by no small amount of consternation from the Indians’ American League postseason competitors, with the Astros, Red Sox, and Yankees all complaining to MLB that the trade was against the rules. Their argument is twofold: not only that the Indians shouldn’t have been allowed to deal for Donaldson, but that they (the Astros, Red Sox, and Yankees) didn’t outbid the Indians because they thought such a deal would be against the rules.

It makes sense, that the Indians’ competitors for the AL pennant would be taken aback. Donaldson isn’t a small acquisition; as Dan Szymborski noted, Donaldson is likely still close to an elite hitter when healthy, even after his injury-plagued 2018. So let’s take a look at whether the Astros, Yankees, and Red Sox have a case.

To begin, consider these comments from Sportsnet’s Ben Nicholson-Smith:

Nicholson-Smith reported on August 25th that Donaldson was still too injured to get into rehab games. The very next day, the Blue Jays announced Donaldson would start a rehab assignment, and he reported for that assignment on August 28. Keep in mind that Donaldson had been placed on the disabled list on June 1 and hadn’t played since May. He was then dealt on August 31, after playing in parts of two rehab games (on August 28 and 30) with Toronto’s High-A affiliate in Dunedin.

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How Xander Bogaerts Has Kept the Pace

This is Cat Garcia’s first post as part of her September residency. She is a freelance baseball writer whose work has appeared at The Athletic, MLB.com, the Chicago Sun-Times, La Vida Baseball, and Baseball Prospectus, among others. She is a Chicago native and previously worked at Wrigley Field before becoming a full-time freelancer. Follow her on Twitter at @TheBaseballGirl.

You have to feel for Xander Bogaerts. During a season in which he’s hitting .291/.362/.524 — good for a career-best 134 wRC+ and 4.8 WAR — he’s just the third-best position player on a Red Sox team stacked with young, homegrown talent. Throw in Chris Sale, arguably the American League’s best pitcher, and it is easy to understand how Bogaerts has managed to get a bit lost in the shuffle.

Before this season, Bogaerts put up a career line of .283/.339/.409, with a .326 wOBA, a 101 wRC+, and 16.8 total WAR. In 2018, Bogaerts has taken a step forward. I spoke to Red Sox hitting coach Tim Hyers about what he thinks has made the difference for Bogaerts this season.

“I think it’s just the consistency with his lower half,” Hyers said. “Last year, I think he felt he got a little too narrow, he was reaching for balls on the outer half and just didn’t have that stability. This year, he came in, he talked to me in the offseason and he said, ‘This is what I want to do, and I want to improve this because I hit too many ground balls last year. [I want to] have better posture,’ and from spring training on, he’s done that.”

Hyers is right. Take a look at Bogaerts’ batting stance from 2017.

Here is his stance in July of 2018.

Bogaerts is more closed off in the latter of those, which allows him to get into his legs more and maintain athleticism in his swing. According to Hyers, the adjustment has helped Bogaerts lay off pitches outside the zone and allowed him to be more selective.

Notice where Bogaerts’ legs are in this at-bat from 2017:

Now, look at his stance from this at-bat in 2018. His legs are much closer together and kept underneath him, as Hyers pointed out:

“I agreed that he needed to stay more upright,” Hyers said of what he felt Bogaerts needed to work on in the offseason. “I think when his legs got underneath him he stayed more upright, he had good posture so he could utilize the frame that he has… I think when you have that stability, it helps you see the ball better, and it’s kind of those simple-but-consistent cues he has that have helped him.”

And that wasn’t his only adjustment. “Last year, he got in the habit of chasing sliders away,” Hyers said. One scout who has seen Bogaerts mentioned that staying in an athletic position allows hitters to maintain balance, which is key versus offspeed pitches. That’s something Hyers said the two worked diligently on over the offseason. And the changes appear to have paid dividends: after years of posting swinging-strike rates of roughly 15% against the slider, Bogaerts has recorded a career-low mark of 12.1% in 2018.

“I think my motivation is the team that we have and trying to be as good as all the other guys on the team,” Bogaerts told NBC Sports in August. “You don’t want to stay back. I mean, we’ve got a couple guys, MVP [possibilities] on our team hopefully. That’s in the conversation, and I mean, you don’t want to be too far behind them.”

By WAR, Bogaerts is currently the third-best American League shortstop, behind only Francisco Lindor and Andrelton Simmons. Bogaerts is still only 25 years old and has the rest of a young career to continue his improvements. For now, though, he’s demonstrating progress, and the adjustments he made in the offseason appear to be working. If the trend continues, Bogaerts just might force us to pay him the attention we’ve so happily bestowed on his better-known teammates.


Masahiro Tanaka Is Getting Well at the Right Time

When the Yankees put Masahiro Tanaka on the disabled list back on June 9, it didn’t appear to represent a massive blow to the club. The team was 42-19, in a virtual tie for first place with the Red Sox. Luis Severino was pitching like a Cy Young frontrunner. Tanaka, for his part, was having an inconsistent season. When he went down with hamstring injuries, he’d recorded a 4.96 FIP and 4.58 ERA for the season and had given up 10 homers in his previous six starts. The intriguing Jonathan Loaisiga was about to take Tanaka’s spot in the rotation — and would perform well in his absence — further limiting the potential damage of Tanaka’s loss.

Fast-forward three months and circumstances have changed pretty considerably. Severino has cooled considerably, while other rotation pieces like Loasigia and Domingo German have fallen off the radar, having been replaced by solid additions in J.A. Happ and Lance Lynn. Without Severino fronting the rotation, however, the team lacks a pitcher with potentially dominant stuff to start the Wild Card game, leaving the possibility of a second straight involuntary bullpen game for New York in a winner-take-all matchup. Now Tanaka might be the best candidate for that role.

The Yankees right-hander has always been very reliant on breaking stuff out of the zone to get batters out. His fastball sits in the low 90s and isn’t notable for a lot of rise (the four-seamer has a career 5.2% whiff rate) or a ton of sink (his two-seamer has a ground-ball rate below 50%), so he needs batters to swing at his offspeed pitches to be successful. That plan has worked over the course of his career. The graph below shows how often pitchers throw in the zone and how often batters swing at offerings out of the zone.

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Elegy for ’18 – Miami Marlins

The 2018 Miami Marlins were out of contention before the season even started.
(Photo: Keith Allison)

Last in war, last in peace, and last in the National League: the Marlins were the first NL team to be eliminated from postseason contention in 2018. And while they technically possessed some chance of qualifying for the playoffs as late as September, a reasonable observer would have mentally dismissed this year’s club sometime around the Giancarlo Stanton trade back in December of 2017.

The Setup

The death of Jose Fernandez was a tragic loss for his family, his friends, and the world of baseball generally — and it’s hard to tell the story of the Marlins on the field without noting the impact of his absence. But even as Fernandez’s death has presented a major obstacle for the team’s success on the mound, it doesn’t explain why the organization has had so much trouble developing other young starting pitchers. The 2017 Marlins were good enough to hang around the edges of the Wild Card race, but they never really had that look of a contender and trading the team’s only top prospect, Luis Castillo, to acquire Dan Straily before 2017 was yet another short-sighted organizational move.

Towards the end of the 2017 season, MLB officially approved the sale of the Marlins to a group led by Bruce Sherman, mercifully ending Jeff Loria’s reign of terrible, during which he somehow made Frank McCourt or the Wilpons look like model owners by comparison. Derek Jeter’s 4% stake bought him a job as the CEO of the Marlins, a honeymoon that didn’t last for even the initial press conference, as the future Hall-of-Fame shortstop warned that there would be some unpopular moves. And in Marlins Land, “unpopular moves” indicates a fire sale.

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The Newest Exciting Oakland Athletic

It’s almost laughable how quickly the A’s have pulled away in the AL wild-card race, but back on the morning of August 3, everyone woke up to what was then just a half-game advantage over the Mariners. At that point, the chances of the A’s making the playoffs came down to more or less a coin flip. When the standings are tight, problem spots are magnified, and the A’s decided to make a change in center field. On the evening of that particular Friday, Ramon Laureano made his major-league debut. In the bottom of the 13th, he walked it off with a game-winning single.

What’s happened since then has a lot to do with a lot of players. Several different A’s have performed very well. Several different Mariners have not. These days, the A’s aren’t worried about making the playoffs; they’re trying to get a home game, or even a direct trip to the ALDS. But every contender wants to be as good as it can be, and on the year, in center field, the A’s have combined to be worth 1.5 WAR. Laureano by himself has been worth 1.7, over just a handful of weeks.

Last November, Laureano was traded to the A’s from the Astros, who elected not to protect him on their 40-man roster. Laureano has since become crucial to Oakland’s present and future.

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The Difference Between Starters and Bench Players

If we take for granted that major-league baseball teams are trying to win and not lose games — and, for the most part, it’s probably fair to take this for granted — we can also take for granted that the players whom they use most often and who appear most frequently in starting lineup sare also the best players rostered by those clubs. Put differently: starters tend to be good, bench players less good. That is not informative analysis. It is fact.

What might be informative, however, is a brief study to determine exactly what makes a good or bad backup. What follows is an attempt at such a study.

To begin, let’s first take a look at production by position from starters. There isn’t a precise way to delineate which players are starters and which players are bench material, as those titles often shift throughout the season. For the purposes of this piece, though, I separated all players into two distinct groups: players with at least 250 plate appearances and players who do not have 250 plate appearances. I categorized those in the former group as starters. The graph below shows how those players tend to perform on offense.

There are a few surprising results. First, third basemen top the list. Given that the position is more difficult to play than an outfield corner or first base, we would expect to see third base somewhere in the middle. The next surprise — at least for me — is the appearance of first base in the middle of the pack. First base is generally associated with the most offense, and we would expect to see it at the top. The final interesting placement is at catcher. That catcher appears last is not a surprise, but that it’s pretty close to average and not too far behind the rest of the up-the-middle defensive positions stands out.

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David Wright to Retire

New York Mets third baseman David Wright announced his retirement, effective at the end of the 2018 season, at a press conference on Thursday afternoon. Wright’s been trying to mount a comeback for a few years now, following a 2015 diagnosis of spinal stenosis, a narrowing of the spine that puts pressure on the nerves. The condition is degenerative and, in the four seasons since the start of that 2015 campaign, Wright has managed to appear in only 75 games with the Mets. He was hoping to make one last attempt to resume his career, working with the St. Lucie Mets for most of August before a couple of tuneup games with Triple-A Las Vegas, but that time in the minors appears merely to have confirmed the challenges that a major-league role would have presented to him.

Finishing off my 30s gave me a perspective on chronic injuries that I didn’t have 20 years ago. I am decidedly not a professional athlete. That said, I’ve observed as my own random aches and pains have multiplied over the last decade. I assume that, for a professional athlete — with much higher physical standards to maintain and much more day-to-day activity than a doughy sportswriter — it’s much worse. There are those who will say, “Don’t worry. He has a $100 million. He’ll be OK!” Certainly that was one view of Prince Fielder’s own premature retirement. (That was another tear-jerker of a press conference.) And, in one sense, it’s not incorrect: David Wright is free from worrying about the day-to-day costs of living. But he’s also someone who’s entire adult life has been dedicated to a particular endeavor (baseball) and who’s now forced to contend with the fact that his ability to participate in that endeavor has been cut short by five or so years. Hearing Wright say that “physically, the way I feel right now and everything the doctors have told me, there’s not going to be any improvement” was tough to watch for any fan of Wright or any fan of baseball.

Wright’s major-league career isn’t quite over, though: the Mets will activate him to start at third base on September 29th against the Marlins. I like when teams have the ability to do this kind of thing, and I was personally disappointed when the Yankees didn’t play A-Rod at shortstop for the final inning of his career. And playing one last game seems a lot more satisfying than signing a one-day contract, as players sometimes do with clubs that have had particular relevance to their careers.

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