Archive for Dodgers

The Dodgers Basically Have a Six-Man Rotation

Strategy in the game of baseball has always evolved. As it pertains to pitcher usage, that evolution has been particularly swift over the last few decades. The four-man rotations of the 1950s and ’60s morphed into five-man groups in the ’70s and early ’80s. The 200-inning season has become increasingly rare in more recent seasons. Bullpens have become more specialized and diverse. In part due to the frequency of injury among pitchers in today’s game, teams and individual players have become more curious about prevention and efficiency.

My best guess, and I am hardly alone in this thinking this, is that the future of pitching-staff organization will eventually look much different. The structure will perhaps begin with tandem starters as part of four- or three-man rotations, or the rotations will be extended to six-man rotations. Perhaps there will be a battle of ideas and practices.

While 25-man rosters limit creativity, the new 10-day DL has allowed teams to experiment, and the Dodgers — as was forecast before the season by many — have best taken advantage of the truncated disabled list. The Dodgers entered the season with the greatest number of quality rotation options in the game, and that depth came with plenty of talented but risky options like Rich Hill, Scott Kazmir, and Brandon McCarthy. The Dodgers were the first natural test case and Sports Illustrated’s Tom Verducci procured an interesting quote from a Dodgers official while reporting on the club’s pitching strategy in 2017:

“There’s no team that has the kind of depth we do,” said one club source. “This team is built to win 95 games on the strength of depth carrying us over six months. We should get to 95 wins. But the year comes down to this: Clayton, Richie and Julio being healthy and ready to go to start playoff games. That’s it. So if it means they throw 170 innings instead of 200, that’s fine. They’ll actually be better for it.”

The disabled list has always been loosely governed. It’s always been used as a roster-manipulation tool in addition to a place to earnestly store injured players. And the 10-day DL certainly hasn’t ended that. As Eno Sarris noted last week, days spent on DL this year are up about 50% compared to the 2011-15 five-year average.

Wrote Sarris:

The positive spin on this situation is that maybe, once the dust settles, we’ll see some reduction in days lost. Players can take a 10-day breather in a situation where they would have previously attempted to return too early. Maybe a little bit of preventative rest will reduce the amount of catastrophic injury. Trips up, days down might be the slogan.

But that’s a maybe. In the meantime, we’re left a very real explosion of unavailable players. And a few teams that are perhaps superior at manipulating that rule change and new situation, whether due to resources or superior preparation.

And perhaps thanks to resources, and superior preparation, the Dodgers are leading the way in a practice that is surely to be copy catted — if it works. And it is working: the Dodgers lead baseball in fewest runs allowed per nine innings by starting pitchers (3.59 runs). They’re one of three teams with starting rotations allowing fewer than four runs per nine innings. Sure, having Clayton Kershaw helps. But the Dodgers ranked fifth last season in the majors in runs per game from starters (3.94), they allowed 3.67 in 2015, second in MLB, and 2014 (3.81), when the Dodgers ranked 10th and the game was still in a modern dead-ball era.

To date this season, the Dodgers have never pitched more effectively in the Andrew Friedman Era, and Kershaw is just getting his slider back.

And while a number of factors could be at work, this is also the first year of the 10-day DL, and the Dodgers are leading MLB in something else: the number of starts made by starters on more than four days of rest. Consider the leaders in “Long Days Rest”, tracked by Baseball Reference:

In 2014, the Dodgers ranked 11th in starts made on four days rest or more (85). The league average was 83. In 2015, Dodgers starters made 83 such starts. The league average that season was 84. Last season, the Dodgers jumped to second (103), and the league average jumped to 87. This season, they’re on pace to shatter that mark, with 130 such starts, while the league average will grow to near 90. In 1990, the league average was 55. In 1970, it was 45.

And the Dodgers aren’t just giving their starters more rest between starts; they’re also limiting them to 87 pitchers per start, tied for the third fewest in the majors.

The Dodgers represent an interesting experiment this year: never in the history of game will a staff have been as well rested throughout a season — or, presumably, entering the postseason.

While the Rich Hills and Kenta Maedas and Alex Woods are receiving more rest and trips to the DL, Kershaw is also receiving more time between starts. He’s already made six starts on more than four days rest, according to Baseball Reference. The most such starts he’s made in a season was 17 in 2011.

The Dodgers are creating a de facto six-man rotation. If this experiment works, if the team plans for it and has the depth for it, perhaps it will become a new model going forward.

In theory, a four- or three-man tandem rotation makes a lot of sense. Starting pitchers are less effective each time they work through a stating lineup, and a team can more often create platoon advantages by flipping to an opposite-handed tandem starter. (And in the NL, for as long as DH doesn’t exist, pitchers will less often bat.) But in speaking with executives, coaches, and players on the subject, the problems with the idea include how it would stretch a staff, the limited roster spots available, and when the plan blows up on a given day. If a pitcher fails to log his innings, it really stresses a roster.

So while the piggyback rotation is ideal in theory — and could perhaps become a reality with a combination of expended rosters and a 10-day DL — perhaps it’s the six-man rotation, or some sort of 10-day DL-enabled variety, that will eventually win the day.

If a fresh Dodgers rotation rolls through October, it will be a model to be copied.


Baseball’s Toughest (and Easiest) Schedules So Far

When you look up and see that the Athletics are in the midst of a two-game mid-week series against the Marlins in late May, you might suspect that the major-league baseball schedule is simply an exercise in randomness. At this point in the campaign, that’s actually sort of the case. The combination of interleague play and the random vagaries of an early-season schedule conspire to mean that your favorite team hasn’t had the same schedule as your least favorite team. Let’s try to put a number on that disparity.

Read the rest of this entry »


Cody Bellinger Was Built to Be This Way

The first time I met Dodgers slugger Cody Bellinger, we didn’t have a lot of time, so I just shook his hand and said that I’d seen him enough to think “you swing really hard, every time, don’t you?” He smiled. “Always been this way.” And that part remained true when we reconnected. But he also opened my eyes to the parts of his game that were molded along the way.

The first coach that Bellinger had was his father. Clay Bellinger got some time with the Yankees earlier this century and coached his son early on. But once the son signed with the Dodgers, the father’s advice receded to “little tips and pointers.” His dad’s a firefighter now, in Gilbert, Arizona, and so he’s a little busy with his day job.

And the son had professional coaches. When he first arrived in pro ball, though, the focus was on staying afloat. “When I first signed in [2013] and Rookie ball in ’14, I wanted to learn how to hit first,” Bellinger said before a game against the Giants. “I was so young — I was 17, 18 — I didn’t worry about power at all.” You can see that there was something different about Bellinger back then.

Cody Bellinger, in Three Acts
Time Period PA ISO BB% K% GB% FB% HR/FB
2013-2014 428 0.156 10.7% 20.1% 48% 35% 4%
2015-2017 1098 0.258 11.0% 24.2% 32% 48% 18%
MLB 2017 105 0.358 9.5% 28.6% 27% 51% 28%

Those professional coaches largely left him alone that first year, but going into High-A Rancho Cucamonga, they saw an opportunity. “Going into Rancho, they told me it was hitter friendly, so they made some adjustments to my swing. Damon Mashore helped me out,” Bellinger remembers. “I created a little bit more of a consistent path to the ball, just to backspin the ball. I never knew how to backspin balls before.”

Read the rest of this entry »


What You Can Reasonably Say About Chris Taylor Right Now

My first memory of Chris Taylor is of him serving as the third part of the illustrious Nick FranklinBrad Miller – Taylor line in Seattle. He was the third to come up and the third to stumble. There were some who were of a mind that Franklin and Miller would turn into long-term assets for the Mariners, and that Taylor could be the sort of everyday regular who doesn’t make headlines but steadfastly contributes.

Now, a few years later, none of them play for Seattle. Franklin is struggling for the Brewers, and Miller is on the DL after an unexpected 30-homer campaign in Tampa. Taylor is a Dodger following a midseason trade last year.

He’s amassed 1.4 WAR in 29 games so far this year, and he’s slugging .583. Just as precisely nobody expected.

Some of the old reports on Taylor said that he would be a decent enough hitter, but that he’d make his money with his glove. Nobody ever looked at Taylor and saw a serious power threat, or a player who would prove to offer real value on both sides of the ball like this year. It’s just 29 games, and indeed, just 101 plate appearances. And when you go to his stats page, that .411 BABIP stands out like a sore thumb that just suffered a paper cut and was doused in lemon juice. But there’s so much more than dumb luck going on here.

Read the rest of this entry »


Everyone Is on the Disabled List Right Now

Over the course of the last week, the Dodgers placed four players on the disabled list, most in baseball. Andrew Toles, with his torn ACL, would have gone on the DL in any other year, and that might also be true for Adam Liberatore and his strained hamstring. But Kenta Maeda (tightness in hamstring) and Brandon McCarthy (sore left shoulder) are dealing with less debilitating issues. They might not have been placed on the DL if not for the flexibility allowed by the new 10-day option. But has that flexibility really created an explosion in DL usage? What ramifications would that have on the game?

Read the rest of this entry »


Yasiel Puig’s on a High-Fastball Diet

Imagine the average Yasiel Puig plate appearance. What does it look like to you? One thing it might look like is Puig flailing at a bunch of low-away sliders. Now, I don’t actually know what’s in your head. I don’t know how you think about Puig. But just in case you think he is extremely vulnerable to breaking stuff, do I have news for you!

I have prepared two plots, showing the entirety of Puig’s major-league career. Here is a rolling-average plot of Puig’s rate of fastballs seen:

Great! He’s gone through some low-fastball phases before. Now he’s higher than ever. I should tell you that, for context, baseball-wide fastball rates are going *down*. So, the average hitter is seeing fewer fastballs than ever before. Puig is seeing more fastballs than ever before. All right, that’s part of it. Time to fold in run values. Here’s the same idea, where I’ve just summed up Puig’s fastball run values above or below average over rolling 30-game stretches.

It shouldn’t surprise you to see how cyclical things are. Underneath, that’s how baseball tends to work — something gets the job done until it doesn’t, at which point adjustments are made, and then more adjustments are made, and on and on. Puig has gone through troughs, followed by peaks, but Puig has been at another low. How low? So far, there are 208 hitters this season who have batted at least 100 times. Puig owns baseball’s highest fastball rate, at 68%. Last year, he was at 60%. And while this has been going on, Puig is sitting on baseball’s third-worst fastball run value, at -8.9 runs. Only Dansby Swanson and Alcides Escobar have been worse. Pitch-type run values, of course, are prone to noise in either direction, but both these factors are fairly convincing together. Puig’s seeing more fastballs because he’s doing less to them.

Here are Puig’s fastball run values by season, expressed as runs above or below average per 100 fastballs:

  • 2013: +1.7 runs per 100 fastballs
  • 2014: +1.4
  • 2015: +1.0
  • 2016: -0.5
  • 2017: -2.4

So far this season, Puig has been pretty good against both sliders and changeups. It’s almost as if he’s focused too hard on addressing a weakness, such that now he’s just behind faster pitches. It’s something to work on, and with Puig, it’s just another adjustment to attempt. There’s always something, but I guess you could say that’s true for anybody.

It could be misstating things to assert that Puig’s on a high-fastball diet. Pitchers, certainly, are giving him a steady diet of fastballs. Yet relatively few of them are being consumed. So, the headline could probably stand to be fixed. Give me a few seconds to get on that.


How Good Can Jordan Montgomery Be?

Back in the spring, there was a gaggle of starting pitchers under consideration for the final spot in the Yankees rotation. Eventually, the lesser-known starter who wowed management got the chance. Jordan Montgomery has been a top-five rookie starter this year so far and, by all accounts, looks like a major leaguer. Now, the question has shifted. Now, we ask not “Will he pitch in the majors?” but “How good will he be?”

Read the rest of this entry »


How Much Power Does Andrew Toles Have?

Part of this job is writing about players who’ve put together interesting performances in small sample sizes. Really, at this point of the season, that describes basically every player. With Andrew Toles, though, it’s even harder: his whole career is a small sample size. And now, depending on the severity of his current knee injury, we might be forced to continue trying to evaluate him as a player based on very little evidence.

In that brief career, however, Toles has been good. Among active players who both (a) have recorded 200-plus plate appearances (Toles has 214) and (b) have yet to turn 25 (which he does in two weeks), Toles ranks 40th out of 99 by Wins Above Replacement — and he’s top 30 in isolated power.

That latter distinction is interesting. Projections, perhaps seeing powerless seasons in the minor leagues and dealing with a missed year in some form or another, don’t see that kind of power. I had to ask the player why they might be missing the point.

Read the rest of this entry »


Welcome Back Again, Alex Wood

14 months ago, Jeff wrote a post titled “Welcome Back, Alex Wood“. In the piece, Jeff noted that Wood’s arm slot had been dropping each year, corresponding with decreases in effectiveness since he debuted with the Braves and established himself as one of the game’s best young starters. But during Spring Training of 2016, Wood got his arm slot back up to where it was earlier in his career, and his velocity also was higher than it had been in 2015, when the Braves decided he was about to break down and traded him for Hector Olivera.

With better velocity and a return to his previous release point, Jeff suggested that the Dodgers might get the good version of Alex Wood again, and to some extent, that turned out to be right. His strikeout rate jumped from 17% to 26% while also posting the highest GB% (53%) of his career, so while his 3.73 ERA wasn’t amazing, his FIP and xFIP were both back to his Atlanta levels. But Wood also battled elbow problems that put him on the shelf at the end of May, and when he returned at the end of the year, the team used him as a low-leverage reliever. He showed flashes of promise in his 10 early-season starts, but 2016 wasn’t exactly the hoped-for justification of why the team targeted Wood at the 2015 trade deadline when better pitchers — specifically Cole Hamels — were available.

2017 looked like more it might continue that trend, as Hyun-Jin Ryu‘s return to health pushed Wood back to the bullpen to start the year. And even when he was pressed into starting duty a week into the season due to Rich Hill’s blister problem, the results weren’t that encouraging, as he walked five of the 19 batters he faced and couldn’t make it out of the fourth inning. But despite the wildness, there as one big reason for optimism that came out of that start; Wood showed that his spring training velocity bump wasn’t just preparation for a relief role, but that his fastball might really be back to 2013 levels.

While he sat 94-95 in relief in his first appearance of the year, that could have easily been written off as a normal velo bump that starters get when they move to relief work. But when pressed into a starting role, he still managed to sit 93-94, which is what Wood was throwing back when he was a dominating rookie in Atlanta. The command wasn’t there, but stuff wise, this was as good as Wood had looked in years. And after Hill and Ryu’s DL stints gave Wood the chance to rejoin the rotation for more than just a spot start, Wood has finally looked like the guy the Dodgers hoped they were trading for.

Since April 21st, Wood has made four starts, throwing 20 2/3 innings in the process. And while he hasn’t been asked to pitch deep into those games, he’s dominated opposing hitters over that span.

Alex Wood, Since April 21st
BB% K% GB% BABIP LOB% ERA FIP xFIP
5% 36% 64% 0.327 61% 3.48 1.31 1.48

Wood has struck out 30 of the 84 batters since rejoining the rotation, including 11 strikeouts in his start against Pittsburgh last night. He’s walked just one batter in each of those four starts (one of them intentionally), so his 30/4 K/BB ratio shows how well he’s owned the strike zone. But his dominance goes beyond even that level, as 32 of the 50 batters to put the ball in play against him during that span have hit the ball on the ground. You almost never see a pitcher combine a better than 30% strikeout rate with a 60% ground ball rate, but during these last four starts, Wood’s at a 36% strikeout rate and a 64% groundball rate.

That is Dallas Keuchel‘s groundball ways combined with Chris Sale’s control of the strike zone. Those are good things to have, and insanely good things to have simultaneously. And it’s not like the groundballs Wood is giving up have been rockets; he’s allowed just an average exit velocity of 86 mph during these last four starts, and his .216 expected wOBA based on Statcast data is actually lower than the already-absurd .233 wOBA he’s allowed during this stretch.

Of course, this is all super small sample data. We’re talking about four starts, and only 84 batters faced in those four starts. But it’s worth noting that Wood has never really had a four start stretch this good in his big league career. The closest he came was back at the end of 2014, when he ran a 34/5 K/BB ratio across 28 innings while getting grounders on 54% of his batted balls. Even in the best year of his career, when he ran a 2.78 ERA/3.25 FIP/3.19 xFIP, he didn’t quite dominate over four starts like he has since rejoining the Dodgers’ rotation.

The key for Wood this year really does seem to be the effectiveness of his fastball. For reference, here’s the amount of contact on fastballs in the strike zone against Wood, by year.

Z-Contact% on Fastball
Year Z-Contact%
2013 86%
2014 88%
2015 91%
2016 95%
2017 85%

In the first couple of years, when Wood was really good in Atlanta, his sinker not only got grounders, but it missed enough bats in the zone to help him get ahead in counts as well, and then he could get hitters to chase his curve and change-up out of the zone. Over his first four years, the pitch became more and more hittable, and Wood lost the ability to miss bats, relying on walk-avoidance and grounders to keep him afloat.

This year, though, the fastball is missing bats again, like it was earlier in his career, and that’s putting him in more advantageous counts, which leads to chases on breaking balls out of the zone. Last year, opposing batters swung at just 33% of his curveballs out of the zone, but this year, that’s up to 46%. Wood’s ability to get early strikes with his fastball has put him in a position to bury his off-speed stuff in the ground and still get hitters to chase.

And so, for the first time in a Dodger uniform, Alex Wood looks like the guy Atlanta had at the beginning of his career. He’s mixing a mid-90s fastball with a mid-80s curve and a high-80s change-up, and getting both whiffs and groundballs with all three pitches. He’s never been a guy who has pounded the strike zone, but by getting ahead in counts and getting chases out of the zone, Wood can keep his walks down and his strikeouts up. And even when he’s giving up contact, it’s been of the weak groundball variety.

For right now, the Dodgers are effectively manufacturing injuries in order to keep Wood in the rotation, pushing back a decision to ship someone else to the bullpen in order to keep Wood starting every five days. But with the way he’s throwing right now, Wood might be the team’s second or third best starter (depending on Rich Hill’s ability to stay on the mound), and it’s hard to see him getting bumped back to the bullpen again any time soon. This version of Alex Wood is a high-quality starting pitcher, and the one the Dodgers have been waiting for since they acquired him.


The Many Versions of Brandon McCarthy

We created computers in our own image, as hard as it is to believe. The hardware that looks so different from us, in this analogy, is our skin, sinew, and skeleton. The software here are the mental processes that control that hardware. Both are equally important, but the software here is the most interesting, maybe. While we can train to get the most of the hardware that is our bodies, and surgery can repair it, it’s our approach, the software, that we can revise on the run.

Here’s another way of putting it. While relievers and starters both lose velocity at similar rates, it’s starters that age more gracefully. That’s because their software is more complex, and they have more ways to alter it. Now let’s take this to Brandon McCarthy, who has graded out as an above-average major league starter so far (2.4 wins per 180 innings pitched). We can identify at least four different versions of McCarthy’s software. Each revision has taught him more, and has given him more weapons.

Read the rest of this entry »