Did Exit Velocity Predict Second-Half Slumps, Rebounds?

While we don’t entirely understand the significance of exit velocity yet or how important that sort of data might be, here’s one aspect of it that does appear to be true: the higher the exit velocity, the greater the production to which it will lead.

Armed with that knowledge, I developed a theory — namely, that players who had recorded high exit velocities, but poor production numbers, could expect to see better results going forward. I suspected, conversely, that players who’d recorded low exit velocities and strong production numbers could expect to do worse. I first tested this theory in February, using 2015 data, and it mostly rang true. With 2016 in the books, we have another season’s worth of data to test.

Back in early August, I identified a collection of players with whom to test thistheory. The table below (from that post) features the players who outperformed their exit velocities over the first half of the season. As in the past, this is how I determined if a player was over- or under-performing:

I created IQ-type scores for exit velocity and wOBA from the first half of last season based on the averages of the 130 players in the sample. In each case, I assigned a figure of 100 to the sample’s average and then, for each standard deviation (SD) up or down, added or subtracted 15 points.

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The Pirates Sail Forward With Andrew McCutchen

The Pirates almost traded Andrew McCutchen. That’s all anyone could really think about when McCutchen was present at the Pirates’ annual PirateFest, the Saturday after the end of the winter meetings. Maybe the public never should’ve had any idea in the first place, but teams leak information, and the McCutchen rumors ran rampant. It made the occasion a little awkward, an occasion where fans would prefer to simply embrace the homegrown superstar, free of complicating thoughts. It’s anyone’s guess how much longer McCutchen might last where he is.

The reality of the Pirates’ situation is that the commitment to McCutchen probably isn’t forever. He’s under contract one more year, with a club option after that, and it’s hard to see the two parties together in 2019. It would’ve made plenty of sense for the Pirates to make a deal last week. It also made plenty of sense for the Pirates to hold off. It would now appear McCutchen will at least open the next season in Pittsburgh. Beyond that, it’s murky, but no one yet has to say their goodbyes.

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FanGraphs Audio: Dave Cameron on Some Curious Decisions

Episode 704
Dave Cameron is the managing editor of FanGraphs. On this edition of the program, he addresses Justin Turner’s curious decision to sign for roughly the same amount as the third-best reliever on the free-agent market. He also addresses Colorado’s curious decision to sign Ian Desmond for $70 million and play him at first base and forfeit the 11th-overall pick in the draft. He also address other curious decisions.

This episode of the program either is or isn’t sponsored by SeatGeek, which site removes both the work and also the hassle from the process of shopping for tickets.

Don’t hesitate to direct pod-related correspondence to @cistulli on Twitter.

You can subscribe to the podcast via iTunes or other feeder things.

Audio after the jump. (Approximately 47 min play time.)

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Welington Castillo Isn’t the Orioles’ Best Catcher

A lot of people were taken by surprise when the Diamondbacks non-tendered Welington Castillo, but it did at least set up an inevitability. It felt like a foregone conclusion that Castillo would end up signing with the Orioles. It was only a matter of the contract length. Castillo was said to want three years. The Orioles were said to want not that.

The arrangement now, as has been reported: Castillo has signed with Baltimore for one year and $6 million. He also has a second-year player option, worth $7 million. So Castillo won’t go broke, and now the Orioles have another power bat they can install in the lineup. In that sense, hey, mission accomplished for everyone. The only issue for the Orioles is that Castillo still doesn’t seem like he should be the starter.

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A Very Stupid Jose Altuve Hypothetical

There are certain club options we just take for granted. Andrew McCutchen has only one guaranteed year remaining on his deal, but it’s almost unimaginable that his employer might turn down his $14.5-million club option for 2018. Similarly, Chris Sale has only one guaranteed year remaining, but then he has consecutive club options, worth $12.5 million and $15 million, respectively. These are very good players, so for all intents and purposes, McCutchen’s locked up two years, and Sale’s locked up three.

I was wondering last night just how bad McCutchen would have to be in 2017 for his option to be declined. I then quickly one-upped myself. The McCutchen answer was maybe somewhat interesting. But what about an even more team-favorable option? Enter Jose Altuve. Altuve is under guaranteed contract for 2017. Then he has a club option, worth $6 million. And, for the sake of being thorough, that’s followed by another club option, worth $6.5 million. The question to be addressed: How bad would Altuve have to be this year for the Astros to not want to pay him $6 million the year after?

This hypothetical is exceptionally stupid. Let’s get on with it, then.

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Who Is Pitching for the Padres?

The Padres are going to be bad next year.

There, I said it. I know, it’s a controversial stance, and I’ll likely be roasted on a spit in the comments for so boldly stating it at the top of the article like that. But I’m a man of principle, damn it. I stick to my guns. The Padres are going to be bad and I’m not afraid to say it.

Of course, that’s not a controversial take, at all. In fact, it hasn’t been a hot take to say that the Padres are going to be bad since, oh, 2011. San Diego won 90 games in 2010 and haven’t topped 77 wins since then. Some of us got a little excited before the 2015 season because A.J. Preller showed up and decided to spruce up the joint with some interesting warm bodies, but then we quickly realized, no, wait, Matt Kemp can’t play defense, Wil Myers can’t play center field, and one can’t rely on James Shields to lead a rotation anymore. Oops.

So here we are, two years later. The Padres are once again rebuilding after their first effort crashed and burned. Myers and Brandon Maurer are the only remaining members of that group of players that was brought in. The Padres are going to be bad, but at least they won’t be entirely uninteresting. Austin Hedges, Manny Margot, Hunter Renfroe and a few others will be getting the keys to the car this time. The kids are here, and they’re going to play. These could be good players at some point. The Padre lineup could be worth keeping an eye on.

Each member of the Padre pitching staff has the air of an extra in Major League, each with the body of a real player, but a face one can’t immediately place. Quick, without looking, how many of the Padres’ starting pitchers can you name off the top of your head? One? Two?

Here’s what the club’s official depth chart looks like. Here’s what ZiPS thinks of that group.

That’s not great, Bob. But really, who are these guys? As in literally, who are they? I’m glad you asked.

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The Definitive, Useless Brandon Guyer Leaderboard

With regard to the ZiPS projections for Cleveland that appeared at this site earlier in the day, a few commenters have observed the statistical curiosities for which outfielder Brandon Guyer is responsible. One reader notes, for example, that Guyer is forecast for a .358 on-base percentage despite just a .272 batting average and 5.6% walk rate. The difference, of course, is a product of the copious hit-by-pitches for which he’s projected. Another reader correctly notes that, in 2016, Guyer was more often hit (20 times) by left-handed pitchers than struck out (17) by them.

Because all of us are beautiful and unique like a snowflake, it’s not surprising to learn that Brandon Guyer is also beautiful and unique like a snowflake. The purpose of this post is to celebrate Guyer’s particular set of skills, while also allowing the author to experiment with the splits leaderboard introduced earlier this week by unassuming hit man Sean Dolinar.

What I’ve done to fashion the definitive Brandon Guyer Leaderboard is to identify both hit-by-pitch and strikeout rate against left-handed pitchers for every batter season (minimum 60 plate appearances) since 2000. The full results of that search can be found here.

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Dave Cameron FanGraphs Chat – 12/14/16

12:01
Dave Cameron: Happy Wednesday, everyone.

12:01
Dave Cameron: Today’s chat might be a little interesting, as I’m also in charge of keeping my son alive until my wife gets back from a work thing she had to do this morning.

12:02
Dave Cameron: So we’ll see how this goes…

12:02
Ronnie: Musgrave and Hernandez for Duffy? Who says no?

12:02
Dave Cameron: Well, considering it would be six years of Musgrove for one year of Duffy, and it’s not entirely clear that Duffy is even significantly better for 2017, that would be a disaster for the Astros.

12:03
Astrid: VV’s future is as a starter or reliever?

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Hitting and the Power of Suggestion

I was drinking a beer with Kevin Youkilis — or rather, I was drinking one of his new brewery’s beers, and he was drinking water — and we were talking about the state of the game. I think I mentioned something about chopping wood — how young players are coached (badly?) to hit down on the ball, and how that leads to a lot of swing and miss as players have to try to swing to a point in space — and he stopped me. “Nobody ever swings out to a specific point in space when they’re told to chop wood or swing down on the ball,” Youkilis said. “What actually happens is that they end up quicker to the ball.” My mind was blown.

Youkilis pointed out that he spent his whole career with that philosophy, and though one player’s strikeout rate (18.7%) and power (.197 isolated slugging percentage) don’t prove anything, it was an eye opener for me. He basically was saying that the power of suggestion might actually have some value, even if the content of that suggestion was technically wrong. And once I thought about it, I realized I’d heard a few smart hitters — including Mark Trumbo — tell me something similar before, but I hadn’t been listening right.

In any case, this is one of those testable situations with today’s tools of the trade. I asked Jason Ochart of Driveline Baseball if he could create two situations and chart the outcomes using the data collection devices for which Driveline is famous on the pitching end.

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2017 ZiPS Projections – Cleveland Indians

After having typically appeared in the very famous pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have been released at FanGraphs the past few years. The exercise continues this offseason. Below are the projections for the Cleveland Indians. Szymborski can be found at ESPN and on Twitter at @DSzymborski.

Other Projections: Arizona / Atlanta / Chicago NL / Detroit / Houston / San Diego / Toronto / Washington.

Batters
Despite having just completed only his age-22 season, shortstop Francisco Lindor (681 PA, 5.9 zWAR) has become pretty decisively not only the strongest of Cleveland’s field players, but among the strongest in the league. A brief examination of the nine clubs for whom a ZiPS projection has been published here reveals that only three batters — Kris Bryant (672, 6.9), Carlos Correa (682, 6.5), and Josh Donaldson (657, 7.0) — have received a more promising forecast for 2017.

If one takes for granted that every WAR projection possesses an implied error bar, then it stands to reason that Michael Brantley’s projection (339, 1.6) features a larger error bar than most. ZiPS, the product of an algorithm on Dan Szymborski’s computer, does not account for the precise nature of Brantley’s injuries over the past couple years. What it does account for, however, is that Brantley recorded only 43 plate appearances in 2016. That both (a) suppresses his playing-time projection for 2017 and (b) creates uncertainty in general.

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