Archive for Teams

Eric Thames and the Transformative Power of Boredom

PITTSBURGH – Baseball players are often late risers, working second-shift hours. As such, Eric Thames typically began his days in Changwon, South Korea, around 11 a.m. local time. He went through a series of stretching exercises in his apartment and then departed for lunch.

His home was about a mile from the ballpark in Changwon, a southeastern port city positioned on an inlet that flows to the East China Sea. For lunch, there were five of six American-style style restaurants nearby. There was a burger joint, Italian and Mexican restaurants. Web sites created by American expats documented all the options. He would eat alone, reading his Kindle or iPhone, skimming through articles. He would then walk, or travel by Onewheel skateboard, to Massan Stadium, the home of the NC Dinos. He would arrive early, and hit early, alone, for 30 or 40 minutes. Afterward, he would read more in the clubhouse as he tried to fill in the hours before first pitch.

During most of his time with the Dinos — owned by NCSoft, a South Korean video-game developer — Thames had only two American teammates and both had brought their families along with them. After home games, or on the road, Thames would often retire to his apartment or hotel room. For three years of his life, and of his professional career, Thames was often alone.

“I was so bored over there,” Thames told FanGraphs. “The language barrier was really tough. For me, it was a lot of time by myself. I didn’t speak any [Korean]. All the other American [players] had families and stuff, so they are with their kids. So I’m just online reading stuff, and I’m bored, and I’m pissed because I’m 0-for-15. ‘Let’s figure out what’s going on here.’ So I started looking up video.”

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The Giants Are Stuck

Things haven’t exactly gone according to plan for the Giants. A year after winning the Wild Card game, they’ve got the worst record in baseball and, as of right now, a 7% chance of making the playoffs. They’ve lost their ace to a foolish dirt-bike accident, and their starters at shortstop and center field, as well as their closer, are on the DL. They’ve scored the second-fewest runs of any team, and their run differential of -69 makes that even worse. It’s May 10th and the Giants may already be dead.

Teams this far out of the playoff picture typically make the most of it by offloading pieces to contenders in exchange for prospects. It’s much too early in the year for theoretical contenders to be pushing their chips to the center of the table just yet, but it’s not too early for them to be surveying the shape of the market. Unfortunately for both buyers and San Francisco, the Giants may not have many pieces to pick over.

Players who get moved at midseason usually don’t have much time remaining on their contracts before they hit free agency. They’re guys who may not be around when the selling team is making its next playoff run — or whom the club can otherwise afford to replace. The Giants have pretty much their entire core under contract for next year. Only Hunter Pence and possibly Denard Span (depending on how the Giants decide to handle his option) will leave for free agency following 2018’s conclusion. They’ll have Bumgarner back at full strength next year, and in the unlikely event that Johnny Cueto doesn’t opt out, he’ll be there, too. If Cueto does opt out, this upcoming free-agent class doesn’t lack for premium starting pitching, on which the Giants have repeatedly shown themselves willing to spend.

That’s all a somewhat roundabout way of saying that the Giants don’t exactly have a ton of expendable trade chips at the moment. This season doesn’t look like the start of an irreparable decline as much as it looks like a rather large bump in the road. There’s no reason the Giants can’t be competitive next year, even if they do lose Cueto. But barring a massive resurgence and excellent play from their currently injured players, the Giants aren’t going anywhere this year, and they’re not really in a position to better prepare themselves for the future.

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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.

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This Isn’t the Time to Trade Matt Harvey

We’re a little early for Dave Cameron’s annual must-read Trade Value series, but I suspect Matt Harvey won’t be appearing in it this year. I feel quite certain about that prognostication — even if Harvey avoids exile to the minor leagues and returns instead to his vintage 2013 form over the next few weeks.

Harvey met with the media Tuesday afternoon at Citi Field and tried to begin taking some accountability for his recent actions.

While Harvey initially claimed that an innocent headache prevented him from showing up at the ballpark on Saturday, the New York Post later reported that Harvey’s headache was perhaps a product of self-inflicted dehydration.

The “Dark Knight” was celebrating a late Cinco de Mayo at 1Oak until 4 a.m. Saturday — just hours before he failed to show up for a game at Citi Field, reportedly because of a “migraine,” sources said.

If true, it’s remarkable that folks still believe they can escape truth in an era of smart phones and social media.

A day earlier, Jon Heyman reported that Harvey and his agent Scott Boras planned to file a grievance over the suspension. It was suggested that the Harvey camp was displeased with the Mets’ decision to send team officials over to Harvey’s apartment for a check-in. Whatever the case, there doesn’t appear to be a lot of trust here.

The Mets’ 2017 season has become quite the soap opera, and it stars Harvey.

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Projecting Pirates Utility Infielder Max Moroff

Yesterday, the Pirates called up 23-year-old utility man Max Moroff from Triple-A. Moroff was off to a hot start — he was slashing .258/.345/.546 — but to most this as a rather mundane transaction. It piqued my interest, however, because Moroff cracked the the All-KATOH team in the preseason thanks to his stellar minor league performance in spite of his lack of prospect pedigree.

Moroff spent last season at the Triple-A level, where he slashed .230/.367/.349 with a concerning 25% strikeout rate and an impressive 17% walk rate. He has something of a three true outcomes profile, which is somewhat uncommon for a middle infielder. His offensive numbers didn’t really drive KATOH’s optimism, however. Rather, it liked that he played premium defensive positions and has played them relatively well as a 22- and 23-year-old in the upper levels.

Fast forward a month into 2017, and Moroff has started to hit too. His strikeout and walk rates have both ticked in the wrong direction, but he’s added power to the mix. He belted eight homers in his first 24 games, which already ties his career high. The power has seemingly come out of nowhere, although erstwhile lead prospect analyst Kiley McDaniel did say he had “feel for the game and a little pop, but he has trouble getting to it in games” a couple of years ago.

Max Moroff suddenly looks like a 23-year-old, Triple-A shortstop with power and decent speed. As a result, my KATOH system projects Moroff for 6.6 WAR over his first six seasons by the traditional method and 4.4 WAR by KATOH+, which integrates his pessimistic prospect rank from Eric Longenhagen. Both are up a couple of ticks from the preseason. My model saw him as a no-doubt top-100 prospect over the winter, and he’s only improved his stock since. 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.


Behold the Twins’ Defensive Turnaround

It’s not just the White Sox who have been an early AL Central surprise. There are also the Twins, who, at 15-14, stand just a game and a half behind the Indians. Now, the Twins are not as good as the Indians. For all I know, the Twins might not be as good as the White Sox. You don’t want to overreact too much to a season’s first five weeks. But you might at least want to understand how the Twins have gotten here. One part of the answer: a much-improved defensive unit.

Last season, by Defensive Runs Saved, the Twins ranked 28th in baseball. By Ultimate Zone Rating, they again ranked 28th, giving them an average rank of…28. This season, by DRS, the Twins rank third in baseball. By UZR, they rank fifth, giving them an average rank of 4. That’s an average rank improvement of 24 places.

Here is how every team has moved so far, according to the same method.

There are, obviously, other teams who have played better defense. And there are other teams who have played worse defense. Here’s just another area where the Blue Jays underwhelm. But no one’s moved quite like the Twins have. This is just an InstaGraphs post, so I’m not going to dig in too deep; the Twins have gotten better at catcher, shortstop, and in the outfield, in particular. By pitching WAR last year, the Twins ranked 28th. This year they rank 27th. By hard-hit rate last year, Twins pitchers ranked second-worst. This year they rank second-worst. And yet by BABIP allowed, last year, the Twins ranked second-worst. This year they rank 10th-best. It’s nothing amazing, but the Twins have been able to prevent some hits. That’s something they struggled to do a season ago. The Twins haven’t ridden some complete fluke to an above-.500 record.

Incidentally, I know this isn’t about the Cubs, but as you’ll recall, last year the Cubs set a team BABIP record. This year their BABIP allowed is tied for 14th. Okay! I don’t have anything for that quite yet.

The Minnesota Twins have a defense. The Minnesota Twins have an offense. We’ll see about the pitching staff. We’ll see about Jose Berrios. You can squint and see something interesting in development here.


Hello! Now You Love Wandy Peralta

There is a pitcher named Wandy Peralta. You’re familiar with the name Wandy, and you’re familiar with the name Peralta, but chances are you aren’t familiar with a name that combines the two. That’s okay. Most of you aren’t Reds fans. This guy pitches for the Reds, and, just to jump ahead to the point — one thing that’s sexy that pitchers do is miss bats. Another thing that’s sexy that pitchers do is work fast. The two generally don’t go hand in hand. There’s a variety of reasons for that. Anyway, this year, 342 pitchers have thrown at least 10 innings. Here are all of them.

On the x-axis: pace

On the y-axis: swinging-strike rate

Highlighted in red: Peralta

Out of those 342 pitchers, Peralta ranks first in pace. And, out of those 342 pitchers, Peralta ranks first in whiff rate. I’m not going to claim that this will continue. I don’t know what Peralta’s going to do from this point forward. But, last year, in a brief cup of coffee, he also worked fast. That just seems to be a part of his game. And the whiffs? Well, Peralta’s gotten better. This is a guy who keeps his fastball in the mid-90s. His preferred secondary pitch had long been a changeup. Now he has a changeup *and* a slider, and a fastball he still throws. Peralta is a reliever who consistently throws three pitches. Think he’s gotten better about locating? Here’s where his pitches have gone.

Peralta wasn’t good in his debut. Missed a lot to his arm side. So far he’s been able to mostly live down. You’d be hard-pressed to find two more different heat maps, and now it’s time for more visuals! Here’s Wandy Peralta throwing a dynamite changeup.

Here’s Wandy Peralta throwing a hilarious slider.

Peralta has thrown 56 sliders. Out of 234 pitchers who have thrown at least 25 sliders, Peralta ranks seventh in swinging-strike rate. Peralta has also thrown 37 changeups. Out of 176 pitchers who have thrown at least 25 changeups, Peralta ranks first in swinging-strike rate. When Peralta’s thrown a slider, it’s gotten a whiff nearly a third of the time. When Peralta’s thrown a changeup, it’s gotten a whiff nearly half of the time. Mid-90s fastball. These pitches. A faster pace than any other pitcher.

When one thinks about the Reds pitching staff, so much focus ends up on Raisel Iglesias and Michael Lorenzen. They deserve it! So does Peralta. I loved him before this little InstaGraphs post. You probably love him now, after.


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.

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The Yankees Have Been the Best Team in Baseball

It’s not supposed to be the Yankees’ time — not yet. I think we’ve all sensed a coming resurgence, given their resources, and given their farm system. We knew the Yankees would bounce back eventually, and it’s considered a foregone conclusion they’re going to grab at least one of the big-name future free agents. But this year — this was supposed to be an average year. Maybe a wild-card year, one of those years where, if everything went right, the Yankees could scrape to 85 or 90 wins. The division was going to belong to the Red Sox. How could that division not belong to the Red Sox?

Still might. Red Sox are good. But everyone’s aware of the Yankees, now. They opened the season 1-4, losing consecutive series to the Rays and Orioles. Yet they just pulled off a road weekend sweep in Wrigley Field. If you sort the regular standings, the Yankees have baseball’s best winning percentage. If you sort the nerd-friendly standings, the Yankees have baseball’s best BaseRuns winning percentage. By outcome and by process, the Yankees have been better than anyone, and what might be truly frightening is just how much has gone wrong.

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