Archive for White Sox

Is There Hope for Brett Lawrie?

Brett Lawrie isn’t quite ready to sign with a club, according to a report by Jim Bowden from Wednesday afternoon. Lawrie is still working through a soft-tissue, lower-body issue. Teams like the Blue Jays, Mets, Rays and Royals reportedly have some level of interest in Lawrie after he was released by the White Sox.

What kind of role Lawrie can expect to land is unclear. And what we can expect from a player who was once one of the more exciting prospects in the game — who was once selected 15th overall in an ESPN franchise player draft in 2012 — a player whom Bowden himself once predicted would become a batting champion, is uncertain.

After he burst on to the scene with a .293/.373/.580 slash line in a 43-game span as a rookie, Lawrie averaged two wins per season from 2012 to -14. But in what was supposed to represent the beginning of his prime years in 2015 and 2016 — i.e. his age-25 and -26 seasons — Lawrie’s performance continued to decline. Most notably, what was once a strength, his bat-to-ball skills, began to erode.

Perhaps we can pinpoint the beginning of the issue. It’s difficult to have a tougher day than Lawrie endured on April 7, 2015, for the A’s against the Rangers. Over the course of four plate appearances, all of which ended in a strikeout, Lawrie saw 12 pitches: eight sliders, three curveballs, and just one fastball. For posterity, the following footage documents those 11 breaking pitches.

His first at-bat versus Colby Lewis:

His second at-bat versus Lewis:

In the seventh, against Keone Kela:

And in the ninth, to end the game, against Neftali Feliz:

That was not the look of a player who appeared comfortable. Lawrie takes for called strikes almost all the breaking pitches in the zone. He swings, on the other hand, at all the pitches that fall out of it. He also appears to be anxious or over-hyped before triggering his swing. He’s a high-energy player. Perhaps, too high-energy.

It was just one game. But it was a most unusual performance. And it was that second game of his 2015 season that perhaps created a template for other teams to follow, which explains why Lawrie’s ability to make contact – once one of his strongest skills – has eroded as teams have attacked him with more breaking stuff each of the last two years.

Teams have increased their curveball and slider usage against Lawrie. Only 6.8% of pitches Lawrie faced in 2014 were curveballs. Last season, that rate had nearly doubled, to a career-high 11.3%. In 2014, 16.8% of pitches Lawrie saw were sliders. That jumped to a career-high 22.4% in 2015, and 19.2% last season.

Correspondingly, Lawrie’s swinging-strike rate has jumped, from 8.8% in 2014 to 11.9% in 2015 and to a career-high 13.2% last season. His contact rate with pitches in the zone has declined each year from a career-best 90.5% in 2012 with the Blue Jays, to a pedestrian 80.9% mark last season.

The book appears to be out on Lawrie, as seen in this Brooks Baseball chart:

What’s troubling about Lawrie’s career trend is that often, when we think of a hitter losing contact ability, we think — or hope, for his sake — that there ought to be a corresponding improvement in power. This is especially true for a player in his 20s. But not only has Lawrie seen his ability to make contact erode, his isolated slugging has declined from its 2014 level.

I asked Sean Dolinar for help in researching hitters who have had two-year contract trends like Lawrie, combined with loss of power. Among the sample that includes all qualified hitters since 1950, Lawrie has the ninth-greatest increase in strikeout rate.

Greatest Two-Year K% Increases with ISO Decrease (since 1950)
Name Seasons Age K% Diff ISO Diff
Ryan Langerhans 2006-07 27 13.1% -.021
Andruw Jones 2007-08 31 12.9% -.178
Justin Morneau 2015-16 35 12.9% -.010
Mike Napoli 2012-13 31 12.7% -.089
Deron Johnson 1965-66 28 12.5% -.064
Al Weis 1965-66 28 12.4% -.023
Steve Kemp 1984-85 30 11.5% -.061
Mark McGwire 2000-01 37 11.1% -.114
Brett Lawrie 2015-16 26 11.0% -.009
Billy Conigliaro 1971-72 24 10.4% -.029
Jason Kubel 2012-13 31 10.3% -.061
Jack Clark 1985-86 30 10.2% -.031

Of the top-12 players here, Jones produced four total wins over the next four seasons, the final four of his career. Morneau remains unsigned this spring. Napoli’s struggles continued into 2015, though he enjoyed a 34-homer season last year on a one-year deal with Cleveland. McGwire’s final season was in 2001. Kubel last played in the majors in 2014.

Of course, all of them were all over 30.

Some good news for Lawrie: Clark rebounded to post five consecutive seasons of wRC+ 129 or better.

As for the 30-and-under crowd, Langerhans never again received more than 139 plate appearances in a season. Weis was a reserve middle infielder who finished with a 61 wRC+ for his career. Kemp received just 59 more plate appearances in the majors. Johnson is one modest success story: he went on to post four seasons of wRC+s 108 over his career.

Two other significant success stories that suffered similar contact collapses include Dave Henderson, who rebounded at age 29 and posted three 125 wRC+ seasons through age 32, and Mike Stanley, who improved in his age-30 season and produced seven straight seasons of 117 wRC+ or better. But they did not suffer isolated slugging losses.

Lawrie’s No. 1 PECOTA comp is Ryne Sandberg who, after a eight- and six-win seasons early in his career, went through an age 26-27 lull, before entering a five-year peak.

So there’s some hope mixed in with some concern.

In examining Baseball Reference’s top similarity scores for batters comparable to Lawrie through age 26, there are some troubling comps, like that of the most similar hitter, Gene Freese, who enjoyed only one more season (1961) with a starting job in the majors. Another, Russ Davis, produced a 92 wRC+ for his career and 0.0 WAR over over 612 career games.

Logan Forsythe and Justin Turner are two interesting names, appearing as the No. 5 and No. 6 most similar batters to Lawrie, though Turner needed to reinvent his swing to become a star. And perhaps Lawrie needs to make a significant swing adjustment to cut down on his pre-swing movement. The most encouraging name on the list of most similar batters through age 26 is Edwin Encarnacion, who posted a .790 OPS and 102 OPS+ with the Reds from 2005 to -09 and who has since recorded a .850 OPS, 124 OPS+, earning three All-Star invites in the process.

Beyond the bat, Lawrie offers defensive versatility: he’s been an above-average defender for his career (32 defensive runs saved) at third base and plays an acceptable second base. But it’s the bat that will make or break his career. History shows of those players who have endured a similar erosion of contact skills without a gain in power many never recover, though some do. There are even some stars in the group. While Lawrie’s collapse is a bit unusual, there are likely multiple career trajectories he could follow dependent upon health, adjustments and opportunity.

I’d like to believe this guy still exists:

But that walkoff homer from his rookie year is beginning to seem like a long time ago. While there’s evidence of similar players turning around their careers, Lawrie must show the league he has the ability to punch back.


What Ryan Schimpf Probably Won’t Do Again

As if being a 27-year old rookie weren’t hard enough, Ryan Schimpf went at things in an unprecedented way last season. While the fighter — schimpf literally means “to curse and fight” in German — probably established himself as a useful major leaguer with a couple of important tools, regression will come for a player with such an extreme batted-ball mix.

Since we started recording these things, no batter has ever had a qualified season during which he hit fewer than four grounders for every 10 fly balls. Schimpf hit three for every 10 in his debut last year. Even if you relax the entry to 300 plate appearances, the San Diego second baseman is an outlier — only one person has ever recorded a higher fly-ball rate.

Read the rest of this entry »


Mark Buehrle and the Value of Working Quickly

My regard for Mark Buehrle is growing.

We often don’t fully appreciate people or things while we still have access to them. Buehrle quietly slipped into retirement prior to last season after a remarkable career during which he struck out batters at well below league-average rates, possessed a sub-90 mph fastball for much of his career, and yet accumulated 52 WAR and a 215-160 record over 18 seasons in the majors.

His success was curious, though he was not without his gifts. He could paint corners as well as any starter in baseball. Consider his 2015 fastball location via Baseball Savant:

That’s excellent, but it pales in comparison to Buehrle’s signature skill — namely, the pace at which he worked.

With the mounting concern regarding pace of play from the commissioner’s office, with so much being made of the subject in the media, with pace itself slowing after progress made in 2015, has anyone checked in with the this century’s quickest-working pitcher to get his thoughts on pitch clocks, pace and of a pitcher’s process?

Read the rest of this entry »


Michael Kopech on Heat, Momentum, and Health

Michael Kopech’s fastball sits in the upper 90s and has reportedly been clocked at 105 mph. With that kind of electricity, he has one of the highest upsides of any pitching prospect in the game. Part of the package Chicago received from Boston in the Chris Sale deal, he’s a big part of the White Sox’ future.

He obviously needs to stay healthy, and continue to grow his game, for that to come to fruition. There’s risk in both areas. Kopech is just 20 years old, and thanks in part to a pair of off-the-field snafus, he’s thrown only 134.2 innings since being drafted 33rd overall out of Mount Pleasant (Texas) High School in 2014. He’s been a dynamo in that smallish sample, fanning 11.5 batters and allowing 6.2 hits per nine innings of work.

Kopech talked about his ongoing development, including his burgeoning velocity, late last week.

———

Kopech on his delivery and glove-side fastballs: “[Pitching coach Don Cooper] said he likes what I do mechanically, and a lot of that is from what I worked on with the Red Sox, but a few things have been tweaked. I’m trying to stay back over my back leg longer, and stay tall. Something that’s been really important for me is… not necessarily trying to stay in line toward the plate, but to have my momentum carried in the right direction. I’ve been a guy who throws across his body my whole career, but as long as I can keep my momentum going the right way, I feel like that’s more important than making a line.

Read the rest of this entry »


The Fans Are Most Optimistic About Yoan Moncada

As of this moment, the writers at FanGraphs responsible for curating this site’s depth charts have allocated some type of playing time to 586 position players across the league’s 30 teams, from Freddie Freeman, Miguel Sano, and Carlos Santana at 665 plate appearances each down to Victor Caratini and Pedro Severino at just six a piece.

Of the 586 players who appear on those depth charts, 264 have received a sufficient quantity of fan ballots to earn a published projection. The fan assessments tend almost uniformly to skew optimistic. In the case of the 264 aforementioned players, for instance, the depth-chart projections (a combination of Steamer and ZiPS) call for an average of 2.1 WAR per every 600 plate appearances. The fans, meanwhile, call for 2.7 WAR per 600 plate appearances. That’s roughly a half-win difference for every player prorated to a full season.

Even though optimism is generally the rule in these matters, it comes in degrees. Nearly 20 players, for instance, receive a prorated fan projection that’s precisely a half-win better than the corresponding depth-chart projection. Over 170 players — i.e. about 65% of the entire sample — earn a fan-based projection that’s between 0.0 to 1.0 wins better than the figure produced by the the combination of Steamer and ZiPS.

The purpose of this brief post, however, is to consider briefly the players about whom the crowd is most optimistic. To identify that group, I prorated both the fan and depth-chart projections to 600 plate appearances and subtracted the latter result from the former. Here are the players who receive the top fan projections relative to their depth-chart numbers.

Players Most Highly Regarded by Fans (Relative to Projections)
Rank Name Club Fan600 Depth600 Diff
1 Yoan Moncada White Sox 4.6 0.6 3.9
2 Keon Broxton Brewers 3.6 1.4 2.3
3 Cameron Rupp Phillies 3.8 1.6 2.2
4 Brandon Drury D-backs 2.7 0.5 2.2
5 Guillermo Heredia Mariners 2.7 0.5 2.2
6 Byron Buxton Twins 4.7 2.6 2.0
7 Tim Anderson White Sox 3.7 1.6 2.0
8 Mallex Smith Rays 2.6 0.7 1.9
9 Willson Contreras Cubs 4.9 3.1 1.8
10 Luis Valbuena Angels 2.9 1.1 1.8
Fan600 denotes the FAN projections prorated to 600 plate appearances.
Depth600 denotes depth-chart projections prorated to 600 plate appearances.
Diff denotes difference between two.

Perhaps unsurprisingly, one finds that most of the players here — all of them, really, with the exception of Luis Valbuena — have little major-league experience. That makes sense on two accounts. First, it’s logical that the projection systems would be conservative with this population. All things being equal, a player who lacks past success in the majors is unlikely to produce future success in the majors. On the other hand, if there’s a type of player about whom the public might possess information for which the numbers don’t account, it’s a prospect.

Read the rest of this entry »


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.

Read the rest of this entry »


Last Year’s Unluckiest Changeup

In baseball, luck is a tricky concept. In some cases, it’s used to describe an event that’s within the normal distribution of outcomes but far from the mean. In other cases, what we call luck might actually be the first signs of an outlying skill for which we simply lack a sufficiently large sample to identify.

We’ve developed a new understanding on one kind of luck in recent years — namely, the sort that occurs with a batted ball. With Statcast data, we can look at the shape and size of a ball in play and try to decide what the batter “deserved” from that sort of ball in play. Then we compare it to actual outcomes. The difference between the observed and expected outcome is luck.

What if you want to look at a luck on a specific pitch type, though? How would you do it? You could look at the results on the pitch and basically use the Statcast-type process from the other side of the ball. What sorts of balls in play did that pitch produce, and what sort of results should those balls in play have produced? The problem with that approach is that you’re slicing a pitcher’s repertoire into small samples when you start talking about balls in play off a specific pitch. Even David Price, for example — who led the majors in innings last year — allowed fewer than 300 balls in play on his most frequently thrown pitch, the fastball. Secondary pitches are, almost by definition, thrown much less often. Variance isn’t the exception in such cases, but the rule.

Read the rest of this entry »


Is the End Near for Stars-and-Scrubs?

There are competing theories on how, assuming an imperfect supply both of resources and assets, to best build a team. For instance, construct a roster with stars and scrubs or pursue a more balanced approach? Chicago White Sox general manager Rich Hahn — and, I believe, most general managers — are entrenched in the balanced-approach camp.

Hahn has generally been praised this offseason as he’s embarked on a rebuild project, and deservedly so. He added the game’s No. 2 overall prospect according to Baseball America and MLB.com, in Yoan Moncada and three potential impact arms in Lucas Giolito, Michael Kopech and Reynaldo Lopez in trades that sent Chris Sale to the Red Sox and Adam Eaton to the Nationals.

In making those deals, Hahn traded two players on team-friendly deals, in their primes, who accounted for nearly 40% of the team’s total WAR production last season. Hahn hopes that, in return, the trades yield the core of a team that enjoys a greater breadth of talent. Said Hahn recently to MLB.com:

“The last few years we’ve had a very top-heavy roster and the reason we haven’t won had nothing to do with the quality players at the top end of that roster,” Hahn said. “When the time comes that we are in a position to contend again, we are going to be approaching that with ideally a much deeper, more thoroughly balanced roster than what we had. It had to do with what was going on with not just one through 25, but one through 35 or 40. So now as we approach this, we have to build that organizational quality depth, not just insurance policies, but real high-caliber depth.”

The end is perhaps not quite yet here for the stars-and-scubs approach. The Angels have Mike Trout and everybody else and hope to contend with that arrangement. The Marlins have Giancarlo Stanton and Christian Yelich but one of the game’s thinnest farm systems.

Read the rest of this entry »


Who Could Drop Their Arm Slot for More Success?

Yesterday, we identified Jeremy Jeffress as a pitcher who benefited greatly from dropping his arm slot, adding more sink and fade to his two-seamer. The idea was that his four-seamer was straight and possessed below-average spin, so moving from that pitch to a sinker, while dropping the slot, gave him a better foundational fastball. There’s a roadmap there. Let’s follow it.

Read the rest of this entry »


Herm Schneider and the Immense Value of Health

Last week, Ben Lindbergh authored an excellent piece regarding baseball’s “ever expiring ideas” for The Ringer. FanGraphs editor Dave Cameron described the trend as a “devaluation of new ideas.” But I think many can agree on one area of the game that features considerable room for growth, one many clubs are pursuing: injury prevention.

Even as teams employ modern treatments, the total of days missed due to injury continues to increase. MLB players spent 36,893 days on the disabled list last year, according Jeff Zimmerman’s excellent research, which broke the previous high of the 15-year study by 21%. There are many culprits cited to explain this trend, from the rise from youth sports specialization to the toll of increased velocity on the elbows and shoulders of pitchers. Will Carroll, one of the few who have tried to measure injury loss and cost, estimated the sport spent $1.1 billion alone on disabled pitchers from 2008 to -12. Despite advances in wearable technology, despite more focus on injury prevention and strength and training programs, injuries keep increasing.

To better understand how the industry might improve its ability in keeping players healthy and on the field, I spoke to the athletic trainer who’s had more success than anyone in keeping players off the disabled list in the 21st century.

Last week, I talked with Herm Schneider as he made his way to O’Hare airport in Chicago to catch a flight to Arizona to begin his 38th season as the head athletic trainer of the White Sox. The 64-year-old is the sport’s longest tenured head athletic trainer. And for good reason: according to Zimmerman’s data, he’s been the most effective.

Over the last 15 years, the White Sox have lost the fewest days to the disabled list of any major-league team – and it’s not close. While DL data is hardly a perfect measure of time lost to injuries, as the disabled list is also employed by clubs as a roster-manipulation tool, the White Sox have averaged just over 500 DL days per season since 2001, according to Zimmerman’s research. Only three other teams have averaged fewer than 775 days lost to injury. The White Sox’ domination is illustrated clearly by this chart from Zimmerman’s piece:

The White Sox continue to remain one of the healthier teams in recent years, as well. Over the last five seasons, the White Sox have recorded the second fewest DL days, and fourth fewest over the last three seasons.

Read the rest of this entry »