FanGraphs Baseball

This is a guest post from our friends at NEIFI.co, who have built a projection system and systematic evaluation methodology about which you can read more at their site. They also tweet @NEIFIco and have started their own blog as well.

Back in November, we contributed a post about Japanese superstar Shohei Otani, noting that the 22-year-old hurler already projected as one of the best pitchers on the planet, and would be one of the most coveted international imports in baseball history if his NPB team, Nippon Ham, decided to make him available to MLB clubs. Since that time, Otani’s 2016 season has only expanded his legend.

On the mound, Otani has had another great year, allowing a 2.25 ERA in 16 starts and racking up 140 strikeouts in 116 innings. But his real coming out party has been at the plate, as he’s forced his way into the lineup on a regular basis, becoming a legitimate two-way player. In 301 plate appearances, he’s hitting .333/.435/.631, which means he leads the league in OPS. With all due respect to Madison Bumgarner and the #PitchersWhoRake hashtag, Otani looks like something the likes of which we don’t currently have in MLB.

That brings up the obvious question: do we have any relevant comparisons for Shohei Otani?

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Yesterday, we talked about Corey Kluber and Jose Fernandez, who have both made an effort to improve their arsenals in the second half by maximizing the usage of their best pitch — in this case, their similarly frisbee-like breaking balls. Kluber and Fernandez, in this regard, have been inching closer toward following in the footsteps of pitchers like Rich Hill, Kenta Maeda, Lance McCullers, Matt Shoemaker, and Masahiro Tanaka each of whom has thrown some version of a breaking or offspeed pitch this season more often than they’ve thrown a fastball.

A comment by Hill in May seemed to suggest that more pitchers could benefit from being told that they should simply throw their best pitch more often, regardless of whether that pitch is a fastball. Indians pitching coach Mickey Callaway told me more recently that “traditional things take some time to change,” and that the thinking with Kluber was that he could become more efficient in getting ahead in counts by throwing his best pitch, the curve, more often, rather than the more traditional choice of his two-seam fastball.

Guys like Hill, McCullers, Shoemaker, and now potentially Kluber and Fernandez have already made the adjustment to lead with a non-fastball. Because this approach interests me so much, I’m now curious who else might benefit from such a change.

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Devised originally in response to a challenge issued by sabermetric nobleman Rob Neyer, and expanded at the request of nobody, NERD scores represent an attempt to summarize in one number (and on a scale of 0-10) the likely aesthetic appeal or watchability, for the learned fan, of a player or team or game. Read more about the components of and formulae for NERD scores here.

Most Highly Rated Game
Toronto at Baltimore | 19:05 ET
Sanchez (156.1 IP, 82 xFIP-) vs. Gallardo (91.2 IP, 130 xFIP-)
This seems like the sort of television for which one might be required to make an appointment: an unexpected and legitimate Cy Young candidate starts for a club that possesses the slimmest of leads over not one, but two, division rivals. One of those two division rivals is the opponent. Starring Aaron Sanchez and all the rules governing baseball.

Readers’ Preferred Broadcast: Toronto Radio or Baltimore Television.

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In his last start, the Giants’ Matt Moore did something he’d never done before. Not no-hit a team through eight innings: he’d thrown an actual no-hitter before, in Double-A in 2011, on 98 pitches on his brother’s birthday. He’d thrown a one-hitter before, too — albeit over seven innings instead of 9.2, and earlier in his pro career.

What he did this Aug. 25 against the Dodgers that he’d never done before was throw a cutter 29 times. Only twice had he thrown the pitch even 10 times, but there he was going to the well, again and again, on his way to an oh-no instead of a no-no.

Weirdly, he didn’t get a single whiff on the pitch. But it doesn’t seem like the swinging strike is the point to the pitcher. Nearly everything else is.

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Position: Washington Nationals Baseball Research & Development Analyst

Location: Washington DC

Description:
The Washington Nationals are seeking a data analyst to join the organization’s Baseball Research and Development team. This role will focus on using data science to support Baseball Operations in player evaluation, roster construction and in-game tactics. This includes using machine learning techniques and predictive modeling to draw insights from our in-house baseball datasets. The analyst will work closely with the existing R&D team, including other analysts and developers, to design and build decision-support systems and tools for use throughout the organization.

Responsibilities:

• Statistical modeling of baseball data.
• Build automated solutions to import, clean, and prepare baseball datasets for downstream analyses.
• Create informative visualizations of our baseball datasets.
• Assist in the maintenance of our data warehouse.
• Build information systems to support Baseball Operation’s efforts to improve player health and performance.
• Review of public research in both baseball and data science.

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Some parts of the Brewers’ rebuild have been relatively easy. I mean, all trade negotiations are complex, but it was pretty obvious when it was time for the Brewers to trade Carlos Gomez, and they were inevitably going to get a strong prospect return. And, it was pretty obvious when it was time for the Brewers to trade Jonathan Lucroy, and they were inevitably going to get a strong prospect return. The Brewers did well with those moves, and now the Gomez trade looks even better, but just about any front office would’ve been able to help the organizational future there.

The Brewers have done well elsewhere, too. With some of the more creative, lower-profile moves, the Brewers have helped to prop themselves up. Very quietly, they’ve gotten good production out of Jonathan Villar. I wrote not too long ago about why I’m a fan of Keon Broxton. The Brewers were smart to be in on Junior Guerra. They were able to turn Gerardo Parra into Zach Davies. A lot of the buy-low transactions have worked out, and there’s another name to add to the list. If you knew Hernan Perez before, it wasn’t for anything good.

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It was roughly a month ago that I wrote the post that Ryan Schimpf made necessary. Schimpf is 28 years old, and 28-year-old rookies tend not to merit a lot of attention. There have obviously been some great, older players to produce fantastic debut seasons — like Ichiro Suzuki, for example, or Jackie Robinson. This post, however, isn’t concerned with those players who were kept from the game because they played professionally elsewhere or were unable to play due to systemic racism. Rather, the present post attempts to remedy the lack of awareness for players in a situation like Schimpf’s — older players who make the most of their opportunity — both this year and in those that preceded it.

While Schimpf is certainly the best of the lot this season, he’s not alone among older guys in their rookie seasons this year. The chart below shows the rookies who are at least 27 years old and have recorded at least 100 plate appearances (and who didn’t sign as professional free agents before the season e.g. Byung-ho Park).

Jeremy Hazelbaker took a path fairly similar to Schimpf, moving from the Red Sox to the Dodgers to the Cardinals, who finally gave him a bit of a chance this season. Parker was drafted by the Giants, has hit in virtually every stop and debuted last year for San Francisco — and is back with the team this season after spending much of the season in the minors. Merrifield progressed slowly with the Royals, eventually making Omar Infante expendable, but ended up back in the minors last month with Kansas City giving Raul Mondesi a shot. Shawn O’Malley was drafted 10 years ago and received only brief exposure at the major-league level in both 2014 and 2015 before appearing this season. Eibner was traded for Billy Burns earlier this year, and the A’s are making a bet that Eibner’s success in the minors can translate to the bigs if given the chance. Tyler Holt is a speedy, low-power player who has gotten to the majors in each of the past three years.

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Any Cubs fan could tell you Jake Arrieta just doesn’t seem quite right. This has been the case for a number of weeks, or months, and we’ve touched on it before. It’s funny to think about the hand-wringing over a pitcher sitting on a sub-3 ERA. But, he really has gotten meaningfully worse, and he’s the staff ace of a World Series favorite. Cubs fans don’t have a whole lot of negatives right now. Arrieta might be turning into one, and he had a clunker against Pittsburgh just Monday.

Last week, I wrote about the curious disappearance of Arrieta’s unbelievable slider. It hasn’t killed him or anything, with the fastball picking up the slack, but that’s not something Arrieta would’ve wished for. The slider going away is a symptom of something. I can present to you now another symptom of something. And it’s related to the slider’s deterioration — Arrieta’s developing a platoon split. He’s having some trouble with lefties, and, it turns out there are lefties everywhere.

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The college baseball season wrapped up in June when Coastal Carolina defeated Arizona in the College World Series, but most of the top college players’ seasons don’t end when their team’s season does. Players with dreams of going pro often spend the summer months playing in collegiate summer leagues to gain extra reps and exposure. Teams in these leagues are composed entirely of college players, and — unlike at the college level — hitters use wooden bats instead of metal ones.

The most well known of these leagues is the Cape Cod Baseball League, which aptly takes place along Cape Cod in Massachusetts. The Cape attracts most of the best college players, and many of today’s stars spent their college summers playing there. Josh Donaldson, Evan Longoria, Buster Posey and Mark Teixeira are just a few notable alumni.

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