Archive for Daily Graphings

Logging Off

I’ve been thinking about how to start this post for a week, and it looks like I’ve decided on writing about how I’m still thinking about what to write. I guess I always have been better at talking about baseball than about myself.

The conclusion of the World Series will also mark the conclusion of my tenure at FanGraphs. Later this week, I’ll begin my new job working for a major league front office. I can’t say too much about the specifics of what it is I will be doing or who I’ll be doing it for, but just know that it is an incredible opportunity, and one which I am unbelievably excited to begin.

On the one hand, this was an easy choice for me to make. I’m living out a childhood dream, doing what I can to help a major league baseball team win actual games (I think I can finally give up my dream of one day playing). On the other hand, it was an incredibly difficult decision to make. I adore FanGraphs. I look up to my co-workers. I love interacting with each and every one of you, the readers, in my chats, on Twitter, and even in the comments (mostly). There’s so much about this job that I love. Writing about baseball for a living, for FanGraphs in particular, was a dream I set out to achieve in college. Working for a major league front office was a dream I never realistically thought I could achieve. I’m beyond grateful to have been given both of these opportunities.

There’s no sense in this going on any longer than it has, but I have to thank Dave Cameron and David Appelman for taking a chance on me two-and-a-half years ago based on a silly article I wrote in the Community Blog section about Brian Dozier’s baserunning. My first article for the main site was a silly one about Kurt Suzuki’s baserunning, so shout out to the Twins, too, I guess. The Davids gave me my first real shot in this industry, and without them, none of the opportunities I’ve been given since them would be possible. I will forever be grateful toward these two people, not just on a professional level, but more importantly on a personal level, too.

Thanks to Jeff Sullivan and Eno Sarris and all the amazing writers here at FanGraphs who inspired me to be a better writer long before I began working for the site, and then especially once my work began appearing alongside theirs. Thanks to Carson Cistulli for putting up with my habitual tardiness and for making the posts I gave him enough time to edit become much better than what I gave him. Thanks to all the guys in the Cleveland media who have made my time in the Progressive Field press box these last three years so much fun, and to all the fellow writers I’ve met over the years who welcomed me with open arms into your awesome, unique, talented community. And lastly, thank you, the reader. The readership of FanGraphs is such a fantastic, bright, curious group of individuals who genuinely inspire and challenge all of us to be better at our jobs. I can’t thank you all enough for reading along.

I suppose it’s only fitting that my goodbye post went several hundred words longer than I intended it to. And there aren’t even any .gifs.


Joe Maddon’s Other Relief Option Tonight

Earlier today, Nick Stellini made his FanGraphs debut with a piece about Joe Maddon’s bullpen options for tonight’s win-or-go-home Game 6. As Nick noted, Maddon has seemingly lost faith in the two guys who anchored his bullpen for most of the year: Hector Rondon and Pedro Strop. Strop, particularly, has been out of the loop, as he’s faced just four batters so far in this series. Given how dominant Strop was in the regular season, he was supposed to be a big part of their October bullpen, but given his usage and performance since coming off the disabled list at the end of September, it seems pretty likely that Maddon doesn’t think he’s at 100%.

Strop, Pre-DL and Post-DL
Date BB% K% GB% ERA FIP xFIP
April – August 8% 32% 60% 2.89 2.87 2.60
September – October 12% 15% 43% 3.11 3.61 5.23

Hector Rondon’s issues are more obvious. He faced 49 batters in August and September between battling arm issues and serving time on the DL, and those 49 batters hit .422/.469/.778 against him. In the postseason, Rondon has faced 25 more batters, and they’ve gone .333/.360/.542, which only counts as improvement because he was basically the worst pitcher in baseball the last two months of the year. Given that he hasn’t gotten hitters out regularly since July, it’s pretty unlikely we’re going to see Rondon pitching in a high leverage situation tonight.

So, to Nick’s point, the bridge between Jake Arrieta and Aroldis Chapman is pretty shaky. Mike Montgomery provides a good left-handed option, but Cleveland has some guys you don’t want to send a lefty up against in the middle of their order, so what Maddon could really use is a quality right-hander to help him get the ball from his starter to his closer. And that’s why I wouldn’t be surprised to see John Lackey come out of the bullpen tonight.

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Cody Allen’s Postseason Dominance Cannot Go Overlooked

The dominant storyline of this postseason is reliever usage — well, the dominant storyline aside from the length of championship droughts, at least. Cleveland manager Terry Francona has freed himself to use elite reliever Andrew Miller when necessary rather than constrain himself to such trivial guidelines as save opportunities. Miller’s success (and Francona’s resultant success) has led people to ask whether this is a watershed moment for standard relief pitcher usage. Has Francona made it acceptable to more closely align optimal reliever usage with leverage rather than inning?

There are a few big reasons to think Miller’s 2016 postseason isn’t going to change bullpens as we know them. First of all, Miller’s contract status makes him immune from the reality that relief pitcher’s earnings are intimately tied to save totals. Like it or not, save totals are of real consequence to relief pitchers who aren’t already receiving hefty salaries. Secondly, managers can do things in the postseason that simply aren’t practical during the 162-game regular-season grind. As an example, consider: even though Francona has utilized Miller in a notably flexible relief-ace role ever since Cleveland acquired him from the Yankees at the end of July, Miller also entered a game in the sixth inning or earlier just once in his 26 regular-season appearances. In the postseason, however, he’s entered in the sixth or early in four of his nine outings.

Perhaps the biggest reason, though, that Miller’s case is unlikely to cause any immediate radical changes in bullpen management, is one discussed by an aptly titled article at ESPN.com by Sam Miller: “Cody Allen makes the Andrew Miller experiment possible”. To avoid confusion (and the resultant mass hysteria) likely to be caused by their shared surname, we’ll refer to the illustrious writer as Sam, and continue referring to the pitcher as Miller. Sam rightfully points out that the mere existence of another elite reliever is what frees up Francona to utilize Miller in such unconventional ways.

“If there were no Andrew Miller, [Cody] Allen might be the talk of this postseason… But Miller’s brilliance has ensured that Allen’s brilliance has gone overlooked. The irony is that Allen’s brilliance had ensured that Miller’s brilliance has been possible.”

Although the ship has long since sailed on making Allen “the talk of this postseason”, we still can (and should) spend some time talking about the other elite reliever who’s helped to situate Cleveland one win away from their first championship in 68 years. Allen has pitched 11.2 innings this postseason — or, to put it another way, has recorded 35 outs. Of those 35 outs, 22 have been via the strikeout — giving him a positively obscene 17.0 K/9 rate. To put that in perspective, uber-reliever Miller is sporting a 15.4 K/9 this postseason and the only reliever ever to top 17.0 K/9 in a regular season is some guy named Aroldis Chapman, who reached 17.7 K/9 in 2014.

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Javier Baez Has Muted His Own Hype

It’s never enjoyable to be the one who rains on a parade. To spoil someone’s hype, to kill someone’s vibe. Hype is an extension of excitement, of enjoyment, and enjoyment is a shared interest among us all. At the same time, it can be important not to let the hype get out of control. When the hype gets out of control, it begins to exceed reality, and disappointment is born out of unmet expectations. Just as the desire for enjoyment is a shared interest among us all, so, too, is the avoidance of disappointment.

Luckily, I’m not about to break any news here when I tell you that Javier Baez has looked a mess at the plate during the World Series, so I can’t take all the credit for raining on the parade and spoiling the hype. The hype is being spoiled right there, on the field, for all to see. I’ve had nothing to do with that. I’m just here to take note, because the 180 from Baez’s fantastic NLDS and NLCS is nearly as remarkable as what happened in those series themselves, and it serves as a necessary reminder not to let the hype get out of control and exceed reality.

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The Mismatch That Game Six Improbably Isn’t

Remember that Josh Tomlin isn’t even really supposed to be here. Not that there’s anything wrong with him, but the Indians like Corey Kluber, and they like Trevor Bauer. They liked Danny Salazar, and they liked Carlos Carrasco. If the Indians had their druthers, Tomlin, perhaps, would be a bullpen long guy right about now. Maybe he would’ve been left off the roster entirely. Not only will Tomlin now start a game that could deliver the Indians a World Series championship — he’s going on short rest. Don’t lose sight of how the Indians are a miracle.

Of course, by name value, the Game 6 starter matchup is frightfully uneven. The Cubs are happy to be going with Jake Arrieta, because a year ago, he was maybe the best pitcher on the planet. Tomlin, meanwhile, recovered from shoulder surgery before making 10 starts. This year, Arrieta took a step back, but Tomlin basically lost his rotation spot. Go off perception, and it feels like the Cubs have a great chance of extending this all to seven. Anyone who knows anything would rather have Arrieta on the mound.

Arrieta, see, is the more talented pitcher. He’s the tougher pitcher to hit. He has higher-quality stuff. The edge Arrieta doesn’t have is in recent results. In what amounts to the most recent history, Tomlin has done a better job of pitching.

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Terry Francona’s Fourth-Inning Dilemma

Much has been made of Terry Francona’s bullpen use this postseason. His aggressive use of relievers, Andrew Miller in particular, has garnered him a considerable amount of praise from all corners. Phrases like “leverage index” have been evoked beyond just the confines of websites like this one. Francona has managed the postseason very differently from the regular season, and that approach has worked very well given the personnel with which he’s working. Francona has felt comfortable using Miller early in games to preserve leads and once even used him to maintain a tie. In the fourth inning of last night’s Game Five loss, however, Cleveland was presented with a high-leverage situation. Instead of turning to the bullpen, Francona chose to stick with his starter, Trevor Bauer. Bauer gave up three runs in what would ultimately be a 3-2 loss. Did Francona wait too long to make a move?

First, a bit of context. As noted, Bauer started the game for Cleveland — and, over the first three innings last night, was significantly better than he appeared in Game Two. In Bauer’s first World Series start, he recorded 71 pitches through three innings, labored to get outs, and struggled with the strike zone. After a walk, a double play, and a single, Bauer was out of the game, having thrown 87 pitches before completing four innings. Last night, Bauer completed his first three innings efficiently, requiring only 45 pitches against 10 batters, striking out five of them. When he headed out to pitch the fourth inning, Bauer had three very good innings under his belt.

The fourth inning didn’t go as well for Bauer, however. On the third pitch of the inning, he sent a sinker down the middle of the plate to Kris Bryant, and Bryant crushed it to tie the game. Nor was Bryant’s shot a wind-aided gift. Consider: of all batted balls this year which left the bat at 105 mph and with a 23-degree launch angle, 70% of them were home runs.

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Jon Lester’s Favorite Strikeout

This post is centered around a controversial call. Maybe I’m being mealy-mouthed. This post is centered around a bad call. As such, I want to make something clear right now. I don’t root for the Indians, and I don’t root for the Cubs. My team of choice is not very good, and it’s not alive in the playoffs. Hasn’t been in forever! This post is not about me complaining, and it’s not about excusing the Indians’ loss, or asserting that the Cubs got lucky. A game result comes out of hundreds of events, and had this particular event gone Cleveland’s way, chances are they still would’ve come up short. We all good here? I just want to point something out, and introduce some context. Sorry if it makes your emotions flare up.

Game 5, fifth inning, 3-1 Cubs. Runner on third, one out, full count on the hitter. The hitter was Brandon Guyer, and the pitcher was Jon Lester. Lester executed the pitch he wanted. The second out went up on the scoreboard.

The funny thing about that being the pitch Lester wanted — the pitch was more of a ball than a strike.

Lester nailed David Ross‘ target. That much can’t be argued. What also can’t be argued is that Ross’ target was off the plate in the first place. Tough calls are nothing unusual, but they mean the most in full counts in close games. When Guyer was hitting, the Indians’ win expectancy was right around 29%. Had that pitch been called a ball, as it should’ve been, the Indians’ odds of winning would’ve increased to 32%. The strikeout dropped their odds of winning instead, all the way to 22%. That’s a swing of 10 percentage points. That swing is huge. Jose Ramirez’s solo homer was worth 11 percentage points.

Yes, I know, having stuff like this pointed out isn’t fun. Cubs fans feel like something is being taken away from them. Indians fans feel like something was taken away from them. Sorry! Even zanier, Lester got a worse call against Guyer earlier in the same series. From the sixth inning in Game 1:

The replay tells you what you need to know:

The pitch was literally on the chalk, so Guyer got screwed. But the win-expectancy swing there was under two percentage points, so in the end no one minded too much. The Game 5 call was a bigger deal.

But we’re not just dealing with freak called strikeouts here. Those aren’t necessarily good strikeouts, but Lester and Ross love those strikeouts. Here are all of Lester’s called strikeouts since 2014, with Game 5’s against Guyer in red:

lester-guyer

Here’s the same plot, but with Game 1’s against Guyer in blue:

lester-guyer-2

You see how they kind of blend in? Lester records a ton of arm-side called strikeouts off the plate. Over the last three years, Lester ranks 13th in rate of two-strike pitches taken for strikes. But he moves all the way up into second in rate of two-strike pitches taken for strikes off the plate in that neighborhood. Over the whole PITCHf/x era, Lester is the easy league leader in total number of these called strikeouts. And here’s a year-to-year breakdown:

Jon Lester Arm-Side Called Strikeouts
Season No. of Such Strikeouts MLB Rank MLB Rank, Total Pitches
2008 10 25 22
2009 14 6 15
2010 23 1 23
2011 17 2 45
2012 16 2 9
2013 17 2 4
2014 26 1 7
2015 19 4 27
2016 17 4 21
SOURCE: Baseball Savant
Called strikeouts only qualify if they were off the plate. Regular-season numbers shown.

An established, long-standing pattern doesn’t make the calls more correct, but it does make them less surprising. Lester loves that strikeout, and while he couldn’t get it without the umpires, it’s a credit to his own command, and it’s a credit to his catchers, which have often just been Ross. Lester can repeatedly hit that spot, and throughout the whole of baseball history, pitchers have been rewarded for being so accurate. I know that, from a certain perspective, it seems unfair. Strikes should be strikes, and balls should be balls. But it’s at least Lester’s own ability that leads him to a lot of these strikeouts, and while Brandon Guyer had every right to be annoyed, he couldn’t have been too astonished. Not in Game 1, and then, certainly, not Sunday night.


Jon Lester Controlled the Running Game

It was a few years ago when we all learned about Jon Lester’s pick-off problem. There was speculation that the Royals might take advantage in their one-game playoff against the A’s. The Royals could run, after all. And, against Lester that evening, Royals base-stealers went 3-for-4. In the one failure, Billy Butler just wandered off first base for some reason.

Lester’s same problem was supposed to be a major factor in the current World Series. The Indians were supposed to be able to take better advantage than the Giants and Dodgers. I suppose it’s possible that Lester could show up in relief in Game 7, but assuming that doesn’t happen, the Series is in the books as far as Lester on the field is concerned. Twice, the Indians were successful stealing against him. Twice, the Indians got thrown out. Jon Lester wasn’t exploited.

In the first game, Francisco Lindor went 1-for-2, as a runner. Sunday night, Rajai Davis was 1-for-1, and Lindor went 0-for-1. Davis stole in the sixth, and he scored to narrow the deficit to one. Lindor tried to steal in the sixth, but it didn’t work. It would’ve been a pretty big advance, but Lindor was done in in part by skill and in part by psychology.

Here’s Davis. David Ross couldn’t handle the baseball on the transfer, which is also how Lindor stole in Game 1.

And now here’s Lindor:

It’s time to dig into this! Quickly, you might notice something. Here’s Davis as Lester began to throw:

davissb

Here’s Lindor at almost exactly the same time:

lindorcs

Okay, that’s one factor — Davis had a better lead by about two and a half feet. In other words, Davis was about 4% closer to second base, based on the distance there from the secondary lead. Clearly, a huge factor is that, with Davis, Ross couldn’t even get off a throw. Ross got off a perfect throw with Lindor running. Javier Baez applied a perfect tag. Lester was even about 5% faster getting the ball to Ross in the first place. Compared to Davis, Lindor arrived at second base about 0.2 – 0.3 seconds slower. That’s huge, as steals are concerned, and so Lindor was out without so much as a replay review.

Lindor getting thrown out reduced the Indians’ odds of winning by about 3.7 percentage points. Had Lindor gotten in there safely, it would’ve increased the Indians’ odds of winning by about 1.9 percentage points, so, the break-even rate there is 66%. It made sense for Lindor to go if he believed he’d be safe at least two-thirds of the time. That feels like a safe assumption, when you’re Francisco Lindor, running against Jon Lester. It’s supposed to be nearly automatic, right? Even Joe Maddon conceded as much before the series began.

But not only did the Cubs execute with perfection — Lindor just couldn’t bring himself to go crazy. This is the same thing I wrote about a week and a half ago. Based on his lead and jump, sure, you can see how the Cubs threw Lindor out. But why didn’t he take an even bigger lead, to get an even better jump? Lindor simply would’ve felt too vulnerable. He would’ve felt naked out there, doing something you’re never supposed to do against a lefty. Jon Lester looks the part, and you have to really, really, truly believe he’s not throwing over. Lindor couldn’t accept that, even though Lester had just bluffed.

Go back to Game 1. This is nuts.

Lindor saw this for himself. In Game 1, he would’ve been an easy out, but Lester couldn’t do anything, so Lindor could scamper back. Lindor observed firsthand that Lester couldn’t and wouldn’t throw over. It’s so easy to sit here now and say “Just go! Just go! Who cares!” But that sells the psychology short. Lester is protected by the uniqueness of his pick-off problem. Francisco Lindor probably could’ve had a way bigger lead, and, given that lead, he probably could’ve stolen second base. It would’ve been a pretty important steal, with Mike Napoli batting. But Lindor fell into the same trap most runners fall into. Jon Lester’s problem doesn’t make sense. Therefore, it’s mighty difficult to believe.


The Cubs’ Continuing Curveball Crisis

The story of this World Series, to this point, has been Cleveland’s dominance over Chicago’s hitters. During the regular season, the Cubs had the best offense in baseball, once you adjust for the fact that they didn’t have the advantage of the DH, and they regularly pounded their opponents with great hitters and a deep line-up. In this match-up, though, their bats have gone quiet, as they have hit just .210/.281/.311, scoring all of 10 runs in the first five games.

The easy way to explain Cleveland’s success has been to point to greatness of Corey Kluber, Andrew Miller, and Cody Allen, and note that those guys have thrown nearly half of the team’s innings in the series. And it’s certainly true that the Tribe have leveraged their best arms to maximum efficiency, making it quite difficult for the Cubs to rally against inferior pitchers. But there’s more to this story than simply Terry Francona’s bullpen usage; the team is taking apart with the Cubs offense with a systematic plan to pound them with breaking balls.

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Cubs-Indians: Game Five Notes

Aroldis Chapman had never recorded more than seven outs in a game. Last night, he recorded eight. Thanks to the Cuban flamethrower’s efforts — and Joe Maddon taking a page out of the Terry Francona playbook — the Cubs stayed alive with a nail-biting 3-2 win over the the Indians. The World Series now moves to Cleveland for Game Six, on Tuesday.

August Fagerstrom wrote about the difference between Cleveland and Chicago’s bullpen yesterday. Who knows, maybe Maddon read the piece and took it to heart? Regardless of the reason, his imitative stratagem cemented a win he described earlier in the day as being “as important as oxygen.”

“We got a little taste of our own medicine,” said Cleveland’s Jason Kipnis, after the game. “Late in the year, you don’t really hold anything back. They took a page out of our own book tonight.”

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