Archive for Daily Graphings

Liam Hendriks on his Evolution to Blue Jays Bullpen Stud

Liam Hendriks bombed as a starter. Pitching almost exclusively in that role prior to this season, he went 3-15 with a 5.92 ERA. The ineffectiveness turned him into a nomad. The 26-year-old Australian was property of five organizations – including Toronto twice – from December 2013 to October 2014.

This year, he bolstered the Blue Jays bullpen. In 58 relief appearances, Hendriks fashioned a 2.92 ERA and a 2.14 FIP, and his strikeout (9.9 per nine innings) and walk rates (1.5) were exemplary. The righty was credited with a win in each of his five decisions.

Originally a Minnesota Twin, Hendriks was acquired by Toronto from Kansas City last Halloween-eve in exchange for Santiago Nessy. He talked about his successful transition when the Jays visited Fenway Park in September.

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Hendriks on the reasons behind his breakthrough: “I did a few things differently last offseason than I had in the past. For one, I went down to the Dominican and played there for two months. I joke around that maybe my velocity kicked up because all I ate was Dominican chicken. But no, I had a blast. Probably the main thing was doing a lot of Pilates with my wife. It’s a lot more core, a lot more stability; it’s a little bit of that explosive stuff that helps keep you strong.

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On Fandom, Leverage, and Emotional Barometers

About a month ago, one of our editors — a certain Mr. Carson Cistulli — had me as a guest on FanGraphs Audio. He asked me questions mostly related to my life, devoting only a small portion of the hour to topics surrounding the subject (baseball) of the site for which we write. One of those questions, however, was about my fandom, and the sort of labyrinthian route to where it currently finds itself.

For those of you who didn’t catch that audio segment, I’m an ex-lifelong Red Sox fan. I know how ridiculous that sounds. I was born in Boston, spent large amounts of my childhood there, went to Fenway multiple times a year: the whole deal. In middle school Spanish class in the Virginia town I spent my adolescence in, everyone had to choose a new name to be called. I chose Nomar. The 2004 season provided an emotional return unlike anything I had experienced in my life up until that point.

But, after 2007, I slowly realized that the identity in which I had gotten so wrapped up with the Red Sox — an identity centered around loss, being out-resourced and outspent, and searching for the subtle catharsis in small moments — was gone. The team had moved on from that identity to one I wasn’t comfortable with anymore, and so I moved on from them. I moved to Oakland in 2011, spent one strange year watching Red Sox games while I guiltily rooted for the A’s, then bought season tickets.

The A’s went 68-94 this year after crashing out of the playoffs in spectacular fashion the past three seasons, and I can honestly say that they have been everything I’d hoped they’d be. Winning, in my damaged opinion, should be an exception, not a rule.

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JABO: When a Good Idea Goes Wrong

One of the most notable changes in baseball over the last few years has been the increased emphasis on defensive positioning. The rise of data has helped coaches identify where the ball is likely going to go before it goes there, and teams have put a lot of effort into making sure they have a defender in the right place at the right time.

Which is why the Rangers first run against David Price yesterday was a little jarring. You can watch the play, which resulted in a Delino Deshields RBI single, in the highlight below.

Ryan Goins — one of the best defensive second baseman in baseball, it should be said — is left standing helplessly near the second base bag as the ball hit by Deshields rolls into the outfield, right past the area where a second baseman is normally positioned. Here’s an image of his position as the ball passed by him.

Screen Shot 2015-10-08 at 11.02.57 PM

According to John Lott of the National Post, the Blue Jays were running a “back-pick” on this play, in which Goins would sneak over to the second base bag after the pitch was delivered in order to receive a throw down from catcher Russell Martin, hoping to catch the runner — Rougned Odor, in this case — off the bag for an out. And there is some merit to trying to take advantage of Odor’s baserunning, because in his brief Major League career, he’s been pretty terrible at it.

Read the rest at Just A Bit Outside.


Kershaw-deGrom to Rival Arrieta-Cole Matchup

In the National League Wild Card game, we witnessed two aces going head to head in Jake Arrieta and Gerrit Cole. Arrieta pitched just as brilliantly as he had during the regular season, throwing a shutout against the Pirates and advancing to the Division Series against the St. Louis Cardinals. Gerrit Cole could not match the Cubs’ ace as the long ball plagued him, giving up as many home runs as Arrieta has in his last 156 innings. Cole had a fantastic season and possesses a very bright future, but he will no longer be a part of any matchup of aces the rest of this postseason. The rest of us can move on and look at the next one, as Dodgers’ ace and best pitcher in baseball for several years, Clayton Kershaw, is set to take on the Mets’ best pitcher and emerging star in Jacob deGrom.

The Kershaw-deGrom matchup lacks the urgency present in the Arrieta-Cole winner-take-all encounter, but strictly in terms of the pitching matchup, Game 1 of the NLDS between the Dodgers and Mets should rival the Pirates-Cubs Wild Card game.

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The Delicious Unfairness of the Wild Card

As we saw last night the Wild Card game can be wildly unfair, like a stand-up contest between Louis CK and your dad, who we both know just isn’t that funny no matter what he claims. The baseball season lasts 162 games and then two teams are plucked essentially at random, and told, “Okay guys, you get one game. Win and you get to play a real playoff series. Lose and you’re a miserable failure. Oh, and your season is over. Have fun!” It doesn’t matter how good (or bad) those teams were or what the difference between them was. One game. Go.

Much has been said about the unfairness of this system and the valid and reasonable concerns it brings up. How can we condense 162 games to one game? How can we pretend the randomness of baseball, a randomness which is often not sorted out in 162 games, can be sorted in one single game? Wouldn’t a three game series be better, or even five games? At least that would require a better accounting of themselves by the two teams involved.

It would, but how much better? I was curious what the difference would be if Major League Baseball changed the format from a one game playoff to a three game series, so I investigated and, with help from the crack team at FanGraphs, I found an excellent article by Steve Staude written for The Hardball Times from May 30, 2014. It contains a calculator that tells us, bizarrely, exactly what we are wondering. This, you understand, never happens.

Let’s get into it! According to Staude’s piece, the home team has a 54% chance of winning the game, irrespective of anything else. For purposes of simplicity, I should also note that I’m not getting into the team’s starting pitchers or lefty-righty matchups or anything like that. Just team-created winning percentages will be used here to ensure that my head does not explode. “Here lies Matthew Kory. He tried hard math. Oops.”

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Jake Arrieta Stole a Base

Let’s think about reactions. Think about how people respond to things that don’t go their way. You learn a lot about maturity, which is a lot about emotional command. Years ago my stepdad told me he feels bad for people who are angry — anger is an ugly display, a senseless expression, the avenue of the underdeveloped. It took me a while to know what he meant. The thing about anger is how satisfying it feels in the moment. When provoked, it’s almost a craving. The thing about maturity is remembering the other moments.

Wednesday night, Sean Rodriguez’s anger was provoked. One of the enduring images from the wild-card game is Rodriguez beating the life out of a lifeless orange cooler, an act that’s previously sent Rodriguez to the hospital. To Rodriguez’s credit, he didn’t do that to another living person, not that he didn’t try. He was tossed out for throwing a punch; he subsequently threw several more. Rodriguez needed to let his anger out, the pressure having mounted, and the release was violent, paroxysmic. Rodriguez thought of nothing other than resolution through his fists.

Wednesday night, at nearly the exact same time, Jake Arrieta’s anger was provoked. That which provoked Arrieta provoked Arrieta’s teammates, and it was Arrieta’s teammates who provoked Sean Rodriguez. Unlike Rodriguez, Arrieta remained an active player in the game. And very much unlike Rodriguez, Arrieta channeled his anger into something non-violent and constructive. The night saw Arrieta demonstrate his superiority in more than one way.

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Statcast Data Limitations – Year-End Update

The book on the 2015 season is still being written, but when it is finished, at least a chapter or two will need to be devoted to Statcast. This year will likely go down as the one in which granular batted-ball data went mainstream. More data has been made public, and discussion of exit velocity, launch angle and even route efficiency has permeated the airwaves of even the most old-school broadcasts. All of the numbers, in and of themselves, mean very little. Only with the addition of context can they become meaningful.

A couple months ago in these pages, I detailed some of the limitations of the newly publicly available data. Today, let’s update those findings with an examination of the year-end data.

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Gerrit Cole, Minus His Fastball

It’s tough to get an athlete to say much of substance in a postgame press conference. Without the benefit of a personal, one-on-one setting, and without much time for the player to gather his thoughts and reflect on his personal performance, more often than not a reporter simply could pick the cliché responses they’re most likely to hear out of a hat and arrive at a close approximation of the real thing. I’ve found this to be especially true of a starting pitcher who’s just suffered a loss.

“[Insert pitcher name here], what was giving you trouble tonight?”

“Mostly fastball command. Just wasn’t locating my fastball.”

It’s a boring answer, one that a beat writer hears something like 100 times over the course of a typical season, but it’s also an answer with which it’s usually hard to argue after a starting pitcher struggles through a start. If you really had to boil down the art and science of pitching to a one, most important thing, you might pick fastball command. Pitchers throw their fastball more than any other pitch, by far, and without fastball command, a pitcher will almost always end his night with a high number in the walks or hits column of the box score.

If there’s something you know about Gerrit Cole, it’s that he’s one of the very best pitchers in baseball, largely because he has an amazing fastball. By average velocity, it’s the third-hardest heater in the league. By PITCHf/x run values, it was the second-most valuable fastball in the league. Cole complements that fastball with a great slider and a good changeup, but he largely lives, and subsequently dies, by the fastball.

In Wednesday’s 4-0 Wild Card loss to the Cubs, it was the latter.

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JABO: The Pirates’ One Chance

When you see Jake Arrieta’s final line – 9 innings, 4 hits, 0 runs, 0 walks, 11 strikeouts — it’s actually kind of hard to believe, but as dominating as the Cubs ace was on Wednesday night, the Pirates actually had a chance to beat him. Arrieta was amazing, but he wasn’t quite perfect, and in the sixth inning, the Pirates put together a legitimate rally.

The inning started with pinch-hitter Travis Snider driving a hard grounder up the middle for a leadoff single. Gregory Polanco smoked a line drive right at third baseman Kris Bryant, but Bryant’s circus act catch meant that it simply turned into out number one, but then Arrieta gave the Pirates a gift by hitting Josh Harrison with a curveball, putting a runner in scoring position for the first time all night. And then Andrew McCutchen hit a laser to shortstop that Addison Russell couldn’t handle, allowing everyone to advance safely, which loaded the bases and brought the tying run to the plate.

Down 4-0, having only had two baserunners prior to the inning, a Pirates team that looked unable to put anything together against Arrieta suddenly was one swing away from tying up the game. Starling Marte, the team’s cleanup hitter, stepped to the plate. While not a traditional slugger, Marte hit 19 home runs this year and is capable of driving the ball, especially if he can sit on a fastball.

Marte is somewhat of the cliche of a raw baseball player; he crushes fastballs and struggles with soft stuff that moves. For his career, he’s hit .313 with a .521 slugging percentage against four-seam fastballs, and .294 with a .423 slugging percentage against two-seam fastballs. For comparison, he’s hit .198 against curves and .260 against breaking balls, with less power than he produces on fastballs. Marte is, essentially, a fastball hitter.

So unsurprisingly, Arrieta started him with a slider, but he missed his spot and bounced the ball in the dirt, allowing Marte to easily take ball one. With the bases loaded, Arrieta decided to challenge Marte, and gave him the fastball he was certainly looking for. And Marte crushed it.

Read the rest at Just A Bit Outside.


When Arrieta and Cole Are Most Predictable

It’s always an oversimplification to reduce a baseball game to the starting pitchers, but reduce we do anyway. In our defense, the starting pitchers are always the most important players in any given individual game, so it’s not like this comes out of nowhere. But you can see this taking place with tonight’s NL wild-card game. It’s a game between two excellent baseball teams, two teams who deserve to play in full playoff series, but to a lot of people, the whole story is Jake Arrieta. To others, it’s both Arrieta and Gerrit Cole. Everyone understands there will also be hitters, but the game might as well be a pitch-off.

Almost literally anything can happen, but my read of the consensus is that the Cubs have the edge and Cole will need to match Arrieta’s zeroes. With that in mind, this seems like a game likely to be decided by a very narrow margin. With that in mind, any sort of advantage could end up being a hugely significant advantage. You know what could constitute an advantage? Knowing what the other guy is going to throw. I can’t speak to every pitch, but both Arrieta and Cole do at least have their tells.

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