Archive for Daily Graphings

Can Baseball Solve the “Yips”?

The very real psychological condition known as the “yips” was on display in the brightest of spotlights: Game Seven of the World Series last fall. The Indians tried to fluster Jon Lester, whose troubles throwing in any direction other than toward home plate had become well known.

After making 98 pick-off attempts in 2010 and 70 in 2011, Lester made just five in 2012, seven in 2013, and none in 2014, according to SportingCharts data. He didn’t make a single pick-off attempt over the course of 66 consecutive starts until this one on April 13, 2015:

The issue isn’t only tied to pick-off attempts. Lester has also struggled when fielding his position, as seen on this throw from April 17, 2016:

Lester’s issue is the most well known and publicized in recent years, but it’s not the only case. This spring, Blake Swihart has struggled throwing the ball back to the mound, though Swihart is reportedly making some progress on that front.

I personally watched and reported on Pedro Alvarez’s 24 throwing errors in 99 games at third base in 2014, a development that necessitated a move down the defensive spectrum from third to first base.

In 2013, Alvarez hit 36 home runs and played an above-average third base, according to defensive runs above average (1.8). He recorded 3 WAR. But after his struggles with throwing in 2014, after he moved to first and struggled there in 2015, he was then viewed largely as a DH last offseason. He had to wait until March to sign a one-year deal with the Orioles last spring. This spring, he remains unsigned in a market that values bat-only players less and less. Baltimore attempted to play Alvarez at third base in spots in 2016, but he was still not over the throwing issues: he recorded two throwing errors against five assists in 53 innings at the position.

The yips have cost Alvarez millions and might play a role in prematurely ending his career. The condition did end the career of Pirates broadcaster and former Pirates pitcher Steve Blass. The yips played a role in derailing the pitching career of Rick Ankiel, who said in a recent interview he drank vodka before a start in 2000 to “tame a monster” that “didn’t fight fair.”

There’s something inherently tragic about an otherwise healthy athlete failing to fulfill one of the most basic obligations of his profession. It can be uncomfortable to watch a pitcher such as Lester become vulnerable in the center of the infield. To watch a player like Alvarez inexplicably lose the ability to make routine throws is difficult to comprehend. While I had explored the issue as a newspaper reporter, I wanted to understand more about the condition and how teams might be able to ameliorate it. So last week I spoke to one of the few players who has suffered through the condition and beat it: Steve Sax.

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Sunday Notes: Cactus League Meanderings

On Friday, we ran an interview with Rockies outfielders Chris Denorfia and Charlie Blackmon on the subject of launch angles and bat paths. I’ve asked a few other players for their opinion — we’ll hear from them in the near future — as well as a few managers and coaches. Craig Counsell and Jeff Banister are among them.

“Telling a player to hit a pitch harder isn’t a very good coaching tool,” Counsell told me. “The same goes for hitting it at certain angles. But it is appropriate feedback to tell them something was a well-struck ball, when they’re in the cage: Those are balls that are going to go a long way. A hitter probably knows that, but it’s still good feedback.”

The former infielder went on to make an interesting observation. Read the rest of this entry »


Kyle Schwarber and Hefty Leadoff Hitters

Yesterday, Chicago Cubs manager Joe Maddon made some headlines by claiming he was considering making Kyle Schwarber his leadoff hitter this season. Mostly, that this was a big headline reflects the fact that this is one of the slowest times in the baseball calendar — players have been at camp for awhile now, yet games are just beginning, and in many cases the best players haven’t suited up yet. It’s a slow time. Still, it’s an interesting idea. The first thought that came to my mind was, would Kyle Schwarber be the heaviest leadoff hitter of all-time?
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Can Jesse Hahn Get His Groove Back?

You might have forgotten about Jesse Hahn, but I assure you he is alive and well and competing for a spot in the Oakland rotation this spring.

Elbow issues cut his 2015 season short, and a shoulder strain and performance inconsistency limited him to 46 innings with the A’s last season when he posted a 5.63 FIP and an ugly 2% K-BB% mark. It was a lost year for Hahn.

But Hahn was recently one of the more intriguing arms in the sport.

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How to Fix Arbitration for Relievers

Last week, Dellin Betances lost his arbitration case after his agents attempted to argue that he should be paid like an elite reliever, which, of course, he is. But because arbitration is based on historical comparisons and mostly rely on traditional metrics, Betances wasn’t able to overcome his lack of saves, which is effectively the deciding metric for how much a reliever will get in arbitration.

This is a problem for Major League Baseball. The ideas about traditional bullpen usage are finally breaking down, and increasingly, teams are looking to deploy elite relievers in situations before the ninth inning. But if you’re a young pitcher, and you know that the system the league uses to value your performance depends almost entirely on how many saves you rack up, there isn’t a good incentive for you to agree to that kind of role. The way the system is setup, the best young relievers are financially motivated to try and move into the closer’s role as quickly as possible, because that’s the only bullpen role that arbiters put a significant value on. The arbitration system is effectively propping up 1990s-style bullpen usage, and it’s going to hinder the buy-in from players on a better way to deploy relievers during the season.

As Ken Rosenthal wrote, maybe the best answer to this problem (and the many other problems with arbitration) is to just get rid of the process entirely, which costs both teams and agencies thousands of hours of work for no real purpose. As Rosenthal notes, it wouldn’t be that difficult to design an algorithm that could determine the salaries of pre-free-agent players, and could take into account more meaningful metrics than the ones generally considered by the arbiters making the decisions now.

But at this point, that’s a pipe dream. Dumping the arbitration system might be a long-term reality, but Dellin Betances probably won’t still be pitching by the time that actually has the chance of happening. So how do we fix arbitration before one of the game’s truly great relief pitchers spends the next three years getting his pay docked simply because he’s not pitching the ninth inning? It’s probably easier than we might think.

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What Teams Are Stuck In Between?

To preview MLB spring training, Tyler Kepner examined the competitive “window” status — that is, the realistic possibility for contention — of all 30 major-league clubs earlier this month for the New York Times. Kepner employed four logical window designations: closed, open, closing and opening.

I think reasonable people can mostly agree that the Cubs’ window of contention is open, and the White Sox’ window is closed. The Royals’ is perhaps closing, and the Braves’ is opening (if not in 2017, then soon). While we will not agree on every status, it’s an interesting exercise.

Windows of contention are an interesting concept, particularly in an era of two Wild Cards in each league. How do teams balance the future and present? How do clubs play a so-so hand knowing the unpredictability of the game? Few teams are able to sustain long windows of contention. The Braves of the 1990s and early 2000s and the Cardinals of the 21st century have done it as well as any team in the in the Wild Card era.

It’s also easier to operate if you suspect your window is either completely open or closed. If you’re the Cubs and Indians last deadline, you’re willing to trade significant young assets for impact relief help. If you suspect your window is closed, like the White Sox, you’re willing to deal assets like Chris Sale and Adam Eaton. There’s a clarity in decision-making, in creating a strategy and plan to implement.

Said Texas Rangers GM Jon Daniels to FanGraphs’ David Laurila on charting a course:

“Something our management team has talked about a lot is the mistake we made our first year here, in 2006. We were caught in the middle. We convinced ourselves that if A, B, and C went right, we had a chance to win, and I think you can make the case that, for any team, it’s not a sustainable strategy.”

Being caught in the middle is the most difficult position for a club. Consider, for instance, a team with some relatively young stars at the major-league level. The front office thought this core of players would form the foundation of a contending team, but it’s not surrounded with the requisite depth, prospects or resources to realistically contend and sustain. The White Sox entered the season in that position. In the meantime, they’ve chosen a course. The Angels, Diamondbacks, Marlins, and Twins could all face difficult decisions in choosing paths in the not-too-distant future.

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Charlie Blackmon and Chris Denorfia on Launch Angles

Charlie Blackmon and Chris Denorfia share a similar philosophy when it comes to swing paths and launch angles. Each eschews chopping wood and champions the value of hitting the ball in the air, not on the ground. But while the Colorado Rockies’ outfielders are kindred spirits when it comes to process, their approaches to the science aren’t alike. One is more studious in his pursuit. The other is satisfied to simply be aware of the concept.

Blackmon and Denorfia shared their thoughts on the subject earlier this week.

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Charlie Blackmon: “I try not to get super technical. I do understand that I want to match the angle of my bat with the angle that the pitch is coming in. I think that’s the best way to transfer the most energy into the ball. In saying that, I can feel what’s good and what’s bad. I can feel when I’m hitting the ball hard and when I’m just spinning the ball — I’m swinging at too much of a downward angle and just clipping it — as opposed to squaring it up and getting a lot of my energy transferred to the ball, with a better bat path.

“I haven’t seen a lot of the data, to be honest. I’d be interested in seeing it. But I think that no matter what the data says, I don’t think you can know what the launch angle is, and then backwards engineer a good swing. I think that would be hard.

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How Dellin Betances Lost $10 Million

Dellin Betances made medium-level news a week ago when he lost his arbitration case. He’d been asking for $5 million — less, for example, than Trevor Rosenthal had made in his first crack at arbitration the season before. The Yankees, meanwhile, submitted a $3 million figure. The case went to arbitration, and the Yankees won. Randy Levine then took the medium-sized news and turned into big news by acting like a fool. While the $2 million difference might not seem like a big deal for Betances when he’s still guaranteed to receive $3 million, the affect on Betances’ finances in the coming years will be significantly greater.

Arbitration isn’t exactly the simplest of systems. Teams submit blind amounts, and if the parties can’t agree on a deal beforehand, they go to hearing. The FanGraphs glossary explains the process in slightly more detail, but if the player and team go to hearing, the arbitration panel decides on either the team’s figure or the player’s figure, with no option to choose a number in between. This makes the arbitration a winner-take-all scenario. If arbitrators could choose a number in the middle, settlements would be even more likely, simplifying the process and lead to far less debate. They can’t, though, and that means that arbitration decisions have a significant impact.

Also relevant is how service time fits into the process. Players’ salaries gradually increase based on service time, rendering the previous season’s salary quite relevant, as it represents the starting point for a raise. A few different researchers have gone through and figured out exactly how much salaries increase during arbitration. (Here’s a good one, for example.) As a general rule, though, it comes to something like a 50% increase in salary every year. Small differences, especially early in the arbitration process, compound to make bigger differences over time.

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An Exploration of the Longest Home Run of 2016

Eno took some time on Wednesday to talk about last season’s unluckiest changeup. Today, we’re going to talk about a changeup that wasn’t unlucky so much as it was woefully misplaced. It was a first-pitch changeup that was as middle-middle as one can be.

That’s where the title comes in. Let’s roll the film.

You may remember this dinger from a recent article here about Giancarlo Stanton. Statcast says it was the longest blast of the year, at a staggering 504.35 feet. It’s pretty easy to understand how this happened.

Three variables are at work:

  1. Giancarlo Stanton is more machine than man, a T-800 who warped back in time and stole a baseball bat from an innocent bystander instead of boots and a leather jacket.
  2. Coors Field is the Cape Canaveral of baseball.
  3. Chad Bettis missed his spot with a changeup pretty badly.

I don’t need explain the first point very much. You know all about Giancarlo Stanton and what he’s capable of doing. You’ve seen him lay waste to baseballs. His muscles are made of steel rebar. He’s been doing this for years, and if we’re lucky, he’ll do it for a while longer.

I also don’t need to explain point No. 2 very much. Coors is in Denver, and the 20th row of seats in the upper deck at Coors is exactly a mile above sea level. That means the air is thin, which means the ball flies further. This is good for guys like Stanton and bad for anybody who stands on the pitcher’s mound. Unfortunately, that includes Bettis.

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Baseball’s Unusually Top-Heavy Landscape

This is another post about the standings and the projections. We’ll do other stuff soon. Just not yet. All right, so, these are our current projected standings for 2017. The top six teams, along with their projected win totals:

  • Cubs, 95 wins
  • Dodgers, 94
  • Red Sox, 93
  • Indians, 92
  • Astros, 91
  • Nationals, 91

One quality representative from every division. That’s a pretty damn even spread. I also recently opened the team projections up to community debate. Earlier today, I analyzed the results, and here’s the community’s top six teams:

  • Cubs, 96 wins
  • Dodgers, 94
  • Red Sox, 93
  • Indians, 93
  • Nationals, 91
  • Astros, 90

There are some slight single-game shifts in there, but the level of agreement is strong. The projections identify six obvious favorites, and you, as a group, expect similar results. There’s nothing particularly strange about baseball having a tier of elites, but this time around we’re talking about six teams projected to win at least 90 games. That’s uncommon!

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