Effectively Wild Episode 876: The Thanks for Buying Our Book Edition

Ben and Sam banter about book events and answer listener emails about baseball’s Leicester City, the batting order, Rich Hill, Manny Machado and more.


Aaron Nola Has Baseball’s Best Curveball

How do you identify the very best pitches? It’s actually not easy, since every pitch in someone’s repertoire has an effect on every other pitch. So let’s say this: I don’t know if Aaron Nola’s “true-talent” curveball is the best in the game. What I know is, to this point, it’s been the most effective curveball in the game. By lots! Here’s the top of the run-value leaderboard for curves in 2016:

  1. Aaron Nola, +9.5 runs
  2. Jerad Eickhoff, +3.6
  3. Carlos Carrasco, +3.2
  4. Justin Grimm, +3.1
  5. Aaron Sanchez, +3.0

Nola’s value is nearly the sum of the next three values combined. How great is +9.5 runs? Only one pitch so far has a higher value, and that’s Jose Quintana’s fastball, at +10.0. Quintana has thrown almost 400 fastballs. Nola has thrown fewer than 200 curves.

We’ve written plenty about the Phillies so far. Countless people have, because the Phillies have surprised, and it’s no secret the key to that has been unbelievable pitching. This has become the core of the Phillies’ whole rebuild, and they love what they’re getting from Eickhoff. They love what they’re getting from Vincent Velasquez. But you can’t forget about Nola. Nola was always thought of as the safe, polished one, but now he’s flashing upside, such that he might be the best of them all. He might be turning into one of the best, period, and the curveball is fueling his ascent.

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Twins Pitcher Jose Berrios Should Be Fun to Watch

Jose Berrios has a 6.75 ERA. His FIP is 5.63. He’s walked 16% of the batters he’s faced this season. He’s averaging more than 20 pitches per inning, and in two starts he has completed just 9.1 innings. He also has three good, major league-quality pitches with the potential for a fourth. He’s struck out more than 30% of the batters he’s faced. He could win Rookie of the Year, and — with arguments to come from Lucas Giolito, Tyler Glasnow, Alex Reyes, Blake Snell, and Julio Urias — he might be the most exciting pitcher to make his big-league debut this season.

Berrios doesn’t turn 22 until the end of the month, but he has ridden a quick and steady ascent to the majors. In 2014, he dominated High-A and held his own in a handful of starts at Double-A. Kiley McDaniel ranked him the 24th-best prospect in baseball during the 2014-15 preseason before he proceeded to mow down opponents in Double-A and Triple-A, striking out more than 25% of batters at both levels and walking less than 6% of them. Berrios entered Spring Training with an outside shot to win a starting job, but struggled with command in both his major-league and minor-league games.

In three minor-league starts this year, Berrios still produced his share of walks. But also struck out 20 of the 66 batters he faced and allowed just three runs, earning a promotion when Ervin Santana hit the disabled list. His first two starts have been a mixed bag, featuring both flashes of the potential that make him a top prospect with a comp to Pedro Martinez and show how he can be successful in the big leagues, but also an inability to consistently attack hitters in the strike zone, leading to unfavorable counts and walks.

The chart below shows league-average plate-discipline numbers as well as Berrios’ own numbers over his first two starts.

Jose Berrios Plate Discipline After Two Starts
O-Swing% Z-Swing% Swing% O-Contact% Z-Contact% Contact% Zone%
League Average 29.3 % 63.1 % 45.4 % 62.3 % 85.9 % 77.9 % 47.7 %
Jose Berrios 28.3 % 54.2 % 39.7 % 60.0 % 84.4 % 74.7 % 43.9 %

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Job Posting: Houston Astros Senior Baseball Systems Developer

Position: Houston Astros Senior Baseball Systems Developer

Location: Houston

Description:

The Houston Astros are seeking a Senior Baseball Systems Developer for the team’s Baseball Research and Development group. The Senior Baseball Systems Developer will collaborate with the analytics team to build infrastructure and design systems that encourage the effective understanding and application of information throughout Baseball Operations.

If you are passionate about understanding the game of baseball, enjoy the challenge of solving a diverse array of problems and want to work in a collaborative team environment where your contribution will make a difference, this is the position for you.

Responsibilities:

  • Create and maintain web and desktop applications.
  • Integrate video within applications.
  • Build reports and data visualizations.
  • Assist in building a data structure that facilitates analytical research.
  • Implement complex data models.
  • Produce ad hoc queries to support the R&D team.
  • Help evaluate and test new technologies.

Qualifications:

  • Bachelor’s degree or higher in computer science or related field.
  • 7+ years of relevant work experience.
  • Expert in C#, ASP.Net, JavaScript (jQuery) and SQL.
  • Knowledge of CSS, HTML, Web API, functional programming, SSIS and SSRS.
  • Experience working with big data and scalable systems is a plus.
  • Familiarity with mobile app development (PhoneGap) is a plus.
  • Experience with baseball, baseball data and understanding of sabermetric concepts.
  • Possess excellent problem solving capability and the ability to quickly learn new technologies.
  • Good interpersonal, verbal, and written communication skills.

To Apply:
Please apply here.


The White Sox Have Two Aces

Chris Sale is the best pitcher in the American League, and one of the true aces in baseball. He’s made the All-Star team four straight years, and has finished in the top six in Cy Young voting in each of those seasons as well. He may be overshadowed in Chicago by what Jake Arrieta is doing right now, but Chris Sale is still recognized as one of the game’s best pitchers.

Chris Sale has a teammate, though, who you probably wouldn’t recognize unless he walked up to you and said “Hi, I’m Jose Quintana, and I’m really good at my job.” And he should consider doing just that, because Jose Quintana is indeed really freaking good at his job.

WAR, Past Calendar Year
Name IP BB% K% GB% HR/FB LOB% BABIP ERA- FIP- xFIP- WAR RA9-WAR
Clayton Kershaw 247.1 4% 34% 50% 9% 80% 0.262 50 49 54 9.8 9.8
Jake Arrieta 240.1 6% 27% 57% 8% 83% 0.230 37 61 68 7.5 11.3
Chris Sale 230.0 5% 32% 42% 12% 76% 0.293 71 65 67 7.0 6.1
David Price 217.0 5% 27% 41% 9% 76% 0.306 74 68 74 6.2 5.9
Dallas Keuchel 232.0 6% 24% 60% 14% 75% 0.301 80 73 69 5.9 5.8
Jose Quintana 216.0 5% 22% 47% 7% 79% 0.317 68 69 83 5.9 6.7
Zack Greinke 227.2 5% 23% 47% 8% 82% 0.252 57 75 84 5.7 8.7
Max Scherzer 231.0 5% 30% 36% 12% 80% 0.272 79 79 76 5.6 5.8
Jacob deGrom 179.0 5% 28% 47% 8% 78% 0.267 61 63 72 5.5 5.5
Corey Kluber 217.0 5% 28% 42% 11% 72% 0.281 86 72 75 5.5 4.6

Over the past 365 days, Quintana is tied with Dallas Keuchel for the fifth best WAR among pitchers in baseball. If you prefer the runs-allowed version of WAR, he’s fourth. No matter how you evaluate a pitcher, Jose Quintana has been amazing for the past year, and yet, he’s still somehow rarely discussed as one of the game’s elite.

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The Month Pinch-Hitting Got Easier

Baseball’s brilliant chaos attracts fans of all sorts of analytical dispositions. Some people like to go with their gut, some trust their radar gun, and others prefer to dive into the spreadsheets. No matter with which group you align most closely, it’s very likely you agree with the following: pinch-hitting is super hard.

The precise difficultly is a matter of some debate, but everyone is pretty much on board with the concept. Batters perform worse coming off the bench than they do when they are already in the game. This was one of the notable findings in The Book and plenty of research has picked up on it from there.

But, uh, here’s a weird thing:

PH 1

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Dave Cameron FanGraphs Chat – 5/4/16

12:02
Dave Cameron: Back after a nice vacation last week, so let’s try to get two weeks worth of questions in today.

12:02
Alan: As a miserable Atlanta fan, can you give me some hope? And when’s the earliest you could see this franchise back in the mix for a playoff spot?

12:03
Dave Cameron: Have you seen what Swanson and Albies are doing in the minors? There’s a real chance that could be your starting middle infield next year, and those guys could represent a massive improvement from the disaster that Aybar/Peterson have been. Inciarte is still a nice player when he gets healthy, Freeman will bounce back. They are halfway to a decent lineup. The pitching stinks, so this will take a few years, but there are pieces in place.

12:03
O’s Lover: Is it time to give up on Schoop? All predictions had his breakout year coming – too soon to pull the plug?

12:04
Dave Cameron: He is what he is; a powerful slugger with lousy command of the strike zone.

12:04
S: Rockies fans have to be encouraged by Jon Gray so far, right?

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Chris Sale Is Pitching to Contact Now

I was talking with my father about Miguel Cabrera recently, and about how he’s undeniably one of the best hitters either of us have ever seen. One of the things we found so fascinating is that Miggy has seemingly never had to adjust. He’s got this approach, and that approach has been damn near unbeatable going on 14 years now. He’s been waiting, and waiting, and waiting some more for pitchers to exploit him, but there is no exploiting Miguel Cabrera, so he just keeps doing what he’s always been doing. Over the last decade, Cabrera’s swing rate’s always been between 46% and 51%. The contact rate’s always between 79% and 83%. The pull rate, always between 35% and 41%. Ground-ball rate, never wavering from the 39% to 42% range. There’s sure to have been little tweaks here and there, but for the most part, Miguel Cabrera’s been adjustment-free more than a decade, and he’s one of the greatest hitters of all time.

Of course, Miguel Cabrera is the exception. Seriously, the exception. Mike Trout‘s had to adjust. Bryce Harper’s had to adjust. Hell, even Clayton Kershaw spends some of his off time looking for another piece. Everyone in baseball is adjusting, constantly, which benefits their own employment status as well as mine.

You know Chris Sale as one of baseball’s very best pitchers. Over the last two-plus years, he’s got baseball’s second-best strikeout-walk differential, third-best FIP, fourth-best ERA, and fifth-best xFIP. He’s no Kershaw, but it’s very simple to make the argument that he’s the next-best guy. But Sale’s not content with the next-best guy. Just like Trout and Harper weren’t content with where they were, Sale wants Kershaw status. I’d guess that Sale, personally, has no doubts he can get there.

And so Sale’s made an adjustment. It’s always tough to tell, especially this early in the season, whether the changes we’re seeing in a player’s process are intentional or moreso a product of their environment. It becomes a lot easier to cipher out when the player comes out and lets us know it’s the former. Chris Sale, the American League’s greatest strikeout artist, made a conscious decision to become a more contact-oriented pitcher, and he’s doing it.

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NERD Game Scores for Wednesday, May 4, 2016

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
Arizona at Miami | 19:10 ET
de la Rosa (23.2 IP, 79 xFIP-) vs. Fernandez (28.2 IP, 71 xFIP-)
One comment regarding this game is that the merits of Miami right-hander Jose Fernandez are conspicuous. He’s young, throws hard, and possesses a refulgent light inside him that bathes everyone around. These truths are self-evident and achingly self-evident. Another comment regarding this game is that Rubby de la Rosa has produced consecutive brilliant starts, recording a 16:3 strikeout-to-walk ratio — and conceding just a single total run — in 13.0 total innings versus Pittsburgh and then St. Louis. One difference he’s exhibited: almost completely abandoning his (well-regarded) changeup while throwing more sliders than ever.

Here’s video footage depicting three of those sliders from his most recent start:

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Corey Dickerson Is Hunting Endangered Game

The Rays are big fans of Corey Dickerson. You don’t have to just take my word for it. Consider that the Rays exchanged a valuable trade commodity to get him. And since Dickerson has joined the roster, the Rays have at times gushed over his swing and his approach. They love his natural aggressiveness, and they love the way the ball comes off of the bat. Dickerson is skilled, for a purely offensive player, and if anything the Rays would like more hitters like him.

Dickerson is a great individual indicator of the Rays’ move toward a more aggressive lineup. As they say, Dickerson goes up there prepared to take a swing. Okay, now, think about aggressive hitters. Think about aggressive power hitters, and how they succeed, and how they fail. Dickerson has seen new opponents in a new league, but what they’re doing might in one sense not be surprising at all. Provided you forget about Dickerson’s background.

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