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Clay Buchholz has been rejuvenated in Arizona. Signed off the scrap heap in early May — the Royals had released him — the 34-year-old righty is 6-2 with a 2.47 ERA in 12 starts since joining the Diamondbacks. He twirled a complete-game gem on Thursday, holding the Padres to a lone run.

Health had been holding him back. Buchholz has battled numerous injury bugs over his career, particularly in recent seasons. Cast aside by the Red Sox after a tumultuous 2016 — a 4.78 ERA and a six-week banishment to the bullpen — he made just two appearances for the Phillies last year before landing on the disabled list and staying there for the duration. Frustration was clearly at the fore.

Truth be told, he’d rarely been his old self since a sparkling 2013 that saw him go 12-1 with a 1.74 ERA — and even that season was interrupted by injury. Given his travails, one couldn’t have blamed him had he thrown up his hands and walked away from the game.

That wasn’t in his DNA.

“No, this is what I do,” Buchholz told me earlier this summer. “I wasn’t ready to give it up. And while this offseason I told myself I wasn’t going to go through the whole minor league deal again, I swallowed my pride and did that for a little bit. It was for the best, because it helped me get to where I’m at now. It feels good to be able to go out there and throw without anything going on, mentally or physically.”

Buchholz made five starts in the minors before being called up, and he did so with a glass-is-half-full attitude. Read the rest of this entry »

Chris Davis is having a no good, terrible, very bad season. He’s hitting .163/.245/.310, good for just a 49 wRC+, and overall has contributed 25 weighted runs below average. His once-solid defense at first base seems to have deteriorated, as well: his -3.6 UZR/150 this year at that position represents the lowest figure he’s recorded since playing there in limited fashion for the Orioles back in 2012. Overall, he’s posted -2.2 WAR, and if that sounds like it’s close to historically bad, that’s because it is. And while Davis is no longer in danger of authoring the worst season ever, there’s no disputing that, as a player, his 2018 campaign leaves much to be desired.

Davis’s futility led a reader to pose an interesting question in Dan Szymborski’s chat this week: would the Orioles be better off using Rafael Palmeiro at first base in 2018 than Davis? Because this seemed like a question worth answering, I enlisted Dan’s help (in exchange for crafting some documents so he could buy the Orioles) in doing just that.

Rafael Palmeiro, in case you were wondering, is now approaching his 54th birthday. Back in his heyday, he was one of the more underrated superstars of the game. Over more than 2,800 games spread across 20 major-league seasons — mostly at first base and DH — he hit .288/.371/.515 (130 wRC+) and accrued 70 fWAR, including 10 (!!) seasons above 4 WAR. His counting stats, too, are impressive: 3,020 hits, 569 home runs, and even 97 stolen bases (including 22 in 1993). Perhaps most incredible of all, Palmeiro struck out 1,348 times in his career and walked 1,353 times , posting identical 11.2% rates.

Palmeiro was, in many ways, a complete hitter. He would probably be a deserving member of the Hall of Fame, too, had he not told Congress under oath that he’d never used performance enhancing drugs, then failed a steroid test just six weeks later. Congress even considered perjury charges against Palmeiro before concluding there was insufficient evidence to charge him in a report which, notably, called Palmeiro’s testimony “compelling” and included that he had passed a polygraph test.

But we’re not talking about prime Palmeiro. We’re talking about 2018 Palmeiro. While at first that might sound bizarre, Palmeiro is currently playing professional baseball. He and his son are teammates on the Cleburne Railroaders, a team in the independent American Association. And wouldn’t you know it, Palmeiro is raking. Though a full 26 years older than the league’s average player, Palmeiro is hitting .301/.424/.495. (His son Patrick is hitting .239 with a .654 OPS.) He has 20 walks to 25 strikeouts, showing he still has some plate discipline skills, and he’s been getting better as the season wears on, raising his OPS from .801 to .919 just since June 27.

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Matt Kemp is in a funk. I’m not talking about the kind of funk endorsed by Sly Stone or Parliament. Kemp’s funk is more like the time a friend of mine left a chicken salad sandwich in my car over a hot weekend and it fermented into a noxious cloud of nauseating death-barfiness. Or funk metal.

I’m nearly certain the Dodgers didn’t originally expect to ever have Kemp on the roster in 2018. LA acquired him from Atlanta in exchange for Charlie Culberson, Adrian Gonzalez, Scott Kazmir, Brandon McCarthy, and cash — and if the the deal were to have occurred in 2012, with those names, it would have been a blockbuster. In the winter of 2017, however, Kemp wasn’t so much a player as a tax loophole, the maguffin in a trade that was primarily about teams aligning their year-to-year payrolls in such a way as to avoid luxury tax.

But a funny thing happened on the way to the luxury tax: Kemp became interesting. For once, one of those articles about a player looking amazing in spring training actually bore real fruit. Kemp showed up to spring training in excellent shape, having lost a non-trivial 40 pounds and gained a renewed interest in playing defense.

The homecoming to Los Angeles, after a lot of hurt feelings years ago, turned out to be a positive one. When Kemp slugged .561 in spring training while also exhibiting improved defense and a real effort to be a mentor to the younger players, he gave the Dodgers enough justification to keep him on the team as a role player.

Los Angeles struggled early. Kemp, however, did not. With one of the club’s top batting marks and the promise of better defense — or at least decidedly less-atrocious defense — fulfilled, Kemp received more at-bats. Unlike in previous seasons with Atlanta and San Diego, Kemp’s playing time in this case was earned on the merits of his play and not his reputation or salary. He started in the All-Star Game.

Since the All-Star Game, though, things have not gone well for Kemp. Standing at .310/.352/.522 when baseball took its midsummer respite, Kemp’s OPS has bled about 100 points in just a month, and he’s stalled at 1.1 WAR for the 2018 season. Neither ZiPS or Steamer are optimistic about a turnaround, projecting him to finish at 1.3 and 1.2 WAR, respetively, the primary difference between the two being playing time.

Before Wednesday’s 2-for-4 performance, Kemp last had a multi-hit game on July 23rd and now has hits in four of his last 19 games. Overall, he’s 5-for-58 from that date with only a lone double. The result? A .086/.191/.103 line.

So, what happened to Kemp’s 2018?

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If you’re like me, you’ve been assuming the Dodgers would end up in first in the NL West for a while. Indeed, our playoff odds are still big fans, because it’s hard to overlook the track records of the various players around the Dodgers’ roster. If I had to make a prediction right now, I’d still settle on the Dodgers to be there at the end. Maybe that makes me smart. Maybe that makes me stubborn. Could be a little of both. I don’t like to be put on the spot.

But for however much talent the Dodgers possess, on August 16 we’re looking at the first-place Diamondbacks. The club’s been playing .500 baseball for a month and a half, yet still, they’re looming above the Dodgers and Rockies. When it comes to explaining why the Diamondbacks are where they are, credit has to go to good hitters like Paul Goldschmidt, David Peralta, and apparently Daniel Descalso. Credit also has to go to good pitchers like Patrick Corbin and Zack Greinke. And then there’s the helpful matter of so-called “cluster luck” — the Dodgers have a better run differential than the Diamondbacks do. No team reaches first place because of one reason alone.

Here, however, I’d like to shine some light on the Diamondbacks’ greatest strength. To this point I’d say it’s gone underappreciated, but I’ll show you the evidence in seven plots. The Diamondbacks have had an incredible defense.

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Historically, leadoff hitters don’t possess much power. Historically, they have served as table-setters, players who get on base so that more powerful hitters down the lineup can drive them in. Historically, all that’s true.

A look at this year’s home-run leaderboards, however, reveals Mookie Betts, Matt Carpenter, and Francisco Lindor all among the top 15. Betts is having a year that rivals Rickey Henderson’s 1990 campaign as the greatest leadoff season of all time, and Carpenter leads the National League in homers and WAR. Lindor, meanwhile, is just a lone dinger away from his second straight 30-homer season. That all bat leadoff for their respective clubs.

Because it receives the most plate appearances, the leadoff spot is, by definition, relevant to a club’s run-scoring efforts. Despite its importance, teams have generally failed to place one of their best hitters in that position. In 2002, leadoff hitters put up a 93 wRC+ overall, behind the marks posted by Nos. 3 through 6 in the lineup and virtually even with second and seventh. That’s just one year, but it’s representative of teams’ reluctance to place their best, or even second-best, hitters in the leadoff spot. The graph below shows a five-year rolling OPS+ for the leadoff spot, with data from Baseball-Reference.

For the most part, leadoff hitters have been roughly league-average hitters. They were a bit better than that in the late 1960s, when pitchers dominated everyone, and they had a great run in the late 80s and early 90s, too, when Hall of Famers Rickey Henderson and Paul Molitor were putting up great seasons at the top of the lineup. It’s possible teams spent the rest of 90s and early 2000s looking for Rickeys and Raineses and that, when they couldn’t find speedsters who got on base a ton and hit for extra bases, they merely settled on players who possessed the first of those traits. The result was suboptimal lineups that left runs on the table by giving too many plate appearances to players who weren’t among the best hitters on the team.

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Projecting the Rookie of the Year award is simultaneously easier and more difficult than the Cy Young. It’s easier in the sense that there are fewer rookies than non-rookies and that, in most seasons, there’s a definite top tier of candidates that crowds out the rest of the pack.

What makes it a bit trickier is that the standards for rookies are applied a bit more haphazardly by writers. Because rookie ballots feature only three players — as opposed to five for the Cy Young and 10 for MVP — we see fewer players actually included in the final voting. Ideally, you’d like to bring in all the voters, crack open their skulls, and somehow read their brains to see how everyone would rank at least the top 10 rookies. My lawyers, however, inform me that this is extremely illegal and also totally gross.

In the end, I’m less confident about the Rookie of the Year model than the MVP or Cy Young versions. While, historically, ZiPS identifies about seven of the top 10 MVP and Cy Young vote-getters, the model only gets three of the top five rookies. Hopefully, as the electorate becomes more and more analytically inclined, I’ll be able to improve the model.

The greatest challenge of projecting the AL race is figuring out what to do with Shohei Ohtani. There’s no guidance available on how two-way players ought to be treated, so there’s a lot more guesswork than usual. Comparing apples to oranges is tricky enough — although rendered less tricky by the fact that they’re frequently right next to each other at the grocery store — but how do you treat something that is an apple and an orange at the same time? Applange and orpple both sound terrible.

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Matt Carpenter just hit another home run. Here, look at it:

That home run was hit on August 13, and for Carpenter, it was his career-high 33rd. He had set a new career high with his 29th, and so this is all just uncharted territory. Right now, Carpenter leads the National League in wRC+. He also leads the National League in Statcast’s expected wOBA, so it’s not like this is all luck. Carpenter has been absolutely outstanding, and he’s likely to generate support for the league MVP. He’s helped to fuel the Cardinals’ recent run toward a wild-card spot, and heaven only knows where the club would be without him.

I should also point out that, according to Statcast again, Carpenter’s top exit velocity this season ranks in the 35th percentile. We’re mostly accustomed to sluggers who slug the ball. Carpenter would never be confused for another Giancarlo Stanton. So let’s quickly walk through how Carpenter makes this all work. To a certain extent this is all pretty basic, but Carpenter happens to be one of the world leaders in bat control.

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This is Nate Freiman’s first post as part of his August residency. Nate is a former MLB first baseman. He also played for Team Israel in the 2017 World Baseball Classic and spent time in the Atlantic and Mexican Leagues. He can be found on Twitter @natefreiman. His wife Amanda routinely beats him at golf.

Editor’s Note: a version of this work was recently presented at SaberSeminar 2018.

In 2011, I was playing at High-A for the Padres. I’d graduated from the Midwest League to Lake Elsinore in the California League. (They have the cool storm-eyes logo, but it scares my toddler so my old hats are in boxes.) Since we were so close to San Diego, we got lots of guys on MLB rehab assignments. I was a senior sign making $1,300 a month, so it was huge when someone like Orlando Hudson came through and bought us Outback.

During their assignments, every MLB guy got The Question: “What’s it like up there?” The best answer I ever heard was, “Chuck E Cheese for adults.” O-Dog, as Hudson was known, had a pretty strong reply, too: “Better balls, better lights, and a better zone.”

In this case, “better zone” means two things. The first is size. (“That’s outside!”) The second is consistency. (“That’s been a strike all day!”) And O-Dog was right: the umpiring (just like the play on the field) does get better as you go up. We’d be in some cramped clubhouse, playing cards, and eating our $11 PB+Js, watching the big club, when a pitcher would inevitably yell, “That’s a strike!” And maybe it was… by Northwest League standards.

But those standards are different than the ones at higher levels. For example: have you ever seen a check swing get overruled? I have. In Boise, back in 2009. The hitter at the plate checked his swing, and the umpire responded by yelling, “Yes he did!” After the batting team complained, however, the home-plate umpire decided to appeal to his colleague at third base, who ruled it not a swing. I’ve never seen something like that before or since.

It’s no secret that the umpiring in the majors is superior to the sort found in the minors. It’s also no secret that part of the superior umpiring is a smaller, more well defined zone. But what about the different levels of the minors? Does the strike zone get smaller at each level? Does it get more consistent? I wanted some answers.

Building the Model

In order to get them, I needed minor-league TrackMan data. That data is all proprietary, but one team sent some of it to me on the condition of anonymity. (If anyone from that organization is reading this, thank you again!) The org in question sent me a sample of 20,000 taken pitches divided across the four full-season levels. The team trimmed the data to contain only horizontal and vertical location, pitcher and batter handedness, count, and a binary “strike” or “ball” call. There was no other identifying information.

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There are certain highlights in baseball you like to watch, but most people don’t care about. Baseball really is a regional game, or a tribal game, and, more often than not, people in Denver don’t care much about what happens in Boston. But then there’s the rare highlight that transcends the tribalism, that sends chills down the spine of anyone who chooses to look it up. You don’t have to like the Cubs to enjoy watching David Bote’s walk-off grand slam. Rian Watt already wrote about Bote a few hours ago, but for the second time on today’s front page, let’s see the clip in all of its glory:

I’m sure you hate that if you’re a Nationals fan. I’m sure you hate that if you’re a fan of the Cardinals, or a fan of the Brewers. But, most baseball fans are none of those things. Most baseball fans can simply appreciate the latest ultimate grand slam — a two-out, walk-off grand slam to erase a three-run deficit. Bote hit exactly the home run every kid dreams about hitting. The only difference, I suppose, is that Bote didn’t win the World Series. (Yet.)

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Last week, I ran down the latest ZiPS projections for the MVP awards. The Cy Young tends to be a bit simpler to project than the MVP, for a number of reasons: there are no positional differences for which to adjust (outside of starter vs. reliever), no consideration of defense, fewer candidates (because hitters aren’t eligible for the award, where pitchers can win the MVP), and finally, fewer pitching stats from which to measure performance. One historical note of interest is that, while team quality plays a factor, it appears to be a less predictive factor than it is for MVP, also serving to make things a bit less difficult.

Before I begin, one clarification from the MVP post: the award percentages that appear here aren’t based on each player’s mean final projections, but from the whole array of possibilities, 1st to 99th percentile, for each player. So, for example, Giancarlo Stanton’s projected award chance of 2.8% isn’t predicated on him winning the award based on his predicted final line, but from the better scenarios in which he exceeded that current projected final line.

There’s a popular perception that Chris Sale wears out down the stretch. The perception is supported by his career splits: Sale has a career ERA below three for each of the first four months of the season with a 3.22 ERA for August and a 3.78 ERA in September. This data isn’t quite as robust as some suggest, but assuming for the sake of argument that it reflects something real, it’s also worth nothing that Sale’s been used more carefully than in past seasons. At this point in 2017, Sale had thrown at least 110 pitches in 16 starts after having crossed that threshold 10 times in both of the previous two seasons. This year, he’s at only four. The FanGraphs Depth Charts have Sale finishing at just 187 innings for the season, his lowest figure since 2014. ZiPS projects Sale to finish the year with the most strikeouts and best ERA in the AL while also tying for the highest WAR mark. The combination of his own performance plus the strength of the Red Sox make him a strong bet to go over the top.

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