Archive for Daily Graphings

2015 Positional Ball-in-Play Retrospective – 3B

Camps are open, players either are or aren’t in the best shape of their lives, and everyone’s starting to tire of watching bullpens and PFP. Let’s continue to take a position-by-position look back at the ball-in-play (BIP) profiles of 2015 semi-regulars and regulars to see if we can find any clues as to their projected performance moving forward. We’ve already looked at first basemen and designated hitters and second baseman and shortstops; today, let’s complete the infield with a look at third basemen.

First, some ground rules. To come up with an overall player population roughly equal to one player per team per position, the minimum number of batted balls with Statcast readings was set at 164. Players were listed at the position at which they played the most games. There is more than one player per team at some positions and less at others, like catcher and DH. Players are listed in descending OPS+ order. Without further ado, let’s kick it off with the AL third sackers.

BIP Overview – AL 3B
Name Avg MPH FB/LD MPH GB MPH POP% FLY% LD% GB% CON K% BB% OPS+ Pull% Cent% Opp%
Donaldson 92.43 96.71 88.50 3.6% 34.3% 17.3% 44.8% 156 18.7% 10.3% 155 42.9% 33.5% 23.7%
Valencia 92.90 95.57 90.61 2.6% 27.7% 17.2% 52.4% 149 21.2% 7.7% 134 47.8% 34.0% 18.3%
Machado 92.44 94.03 92.43 5.4% 33.1% 17.8% 43.7% 123 15.6% 9.8% 131 38.1% 36.7% 25.2%
Moustakas 89.85 91.47 90.64 6.3% 35.1% 18.8% 39.9% 103 12.4% 7.0% 120 39.2% 33.4% 27.4%
Seager 89.25 91.82 86.86 4.0% 36.8% 24.0% 35.2% 99 14.3% 7.9% 118 44.4% 31.8% 23.8%
Longoria 90.26 93.98 86.31 4.4% 36.0% 20.6% 39.0% 111 19.7% 7.6% 111 41.9% 32.1% 26.0%
Beltre 89.88 92.95 87.34 2.9% 32.8% 22.7% 41.6% 96 10.5% 6.6% 110 38.8% 38.6% 22.6%
Freese 89.56 94.29 86.28 1.9% 26.2% 17.5% 54.4% 113 22.8% 6.6% 109 38.1% 30.6% 31.3%
Valbuena 89.89 93.98 85.34 4.2% 41.3% 20.3% 34.2% 101 21.5% 10.1% 103 44.7% 29.3% 26.0%
Plouffe 90.81 93.39 88.57 4.9% 35.8% 18.2% 41.1% 101 19.6% 7.9% 99 42.7% 34.6% 22.7%
Castellanos 88.36 90.59 85.37 0.5% 39.9% 23.3% 36.2% 118 25.5% 6.6% 98 36.2% 34.5% 29.3%
Lawrie 90.06 94.39 87.11 1.9% 30.8% 18.5% 48.8% 111 23.9% 4.7% 92 38.1% 36.7% 25.2%
Headley 87.20 90.48 84.31 3.6% 26.8% 26.6% 43.1% 96 21.0% 7.9% 92 44.3% 35.6% 20.0%
Sandoval 89.20 91.95 88.85 4.3% 28.0% 18.8% 48.9% 74 14.5% 5.0% 76 29.8% 39.5% 30.8%
AVERAGE 90.15 93.26 87.75 3.6% 33.2% 20.1% 43.1% 111 18.7% 7.6% 111 40.5% 34.4% 25.2%

Most of the column headers are self explanatory, including average BIP speed (overall and by BIP type), BIP type frequency, K and BB rates, and BIP by field sector (pull, central, opposite). Each player’s OPS and Unadjusted Contact Score (CON) is also listed. For those of you who have not read my articles on the topic, Contact Score is derived by removing Ks and BBs from hitters’ batting lines, assigning run values to all other events, and comparing them to a league average of 100.

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Betts, Springer, and Other Contract-Extension Candidates

As teams begin full workouts in Spring Training, they get the opportunity to make sure that all of their players arrive healthy and in good shape to start the season. While they likely pay attention to all players, of particular interest are those players who their second or third years in the big leagues. These players are still making the major league minimum salary and, as a result, are the best candidates to approach regarding a long-term extension. Such deals offer players with their first real shot at big-time money, and often pay off down the line for teams: indeed, as my research indicates, teams saved more than half a billion dollars on long-term extensions signed from 2008 to 2011. While the number of candidates for contract extensions isn’t as numerous as in previous seasons, there are a few potential stars.

While players and clubs certainly can agree on contract extensions during the winter, it’s less common for players who have yet to reach arbitration. The only long-term extensions signed this past offseason were between Dee Gordon and the Miami Marlins and Brandon Crawford and the San Francsisco Giants — and, in both cases, the relevant player was entering his second year of arbitration. Last year around this time, I discussed potential position-player candidates for extensions, and named eight players. Of those eight, four agreed to extensions: Brian Dozier, Juan Lagares, Adam Eaton, and Christian Yelich, although Dozier’s deal did not cover any free agent seasons. Adding Lagares, Eaton, and Yelich to the list from last year, here are the players who’ve been extended in the recent past.

Recent Pre-Arbitration Contract Extensions
Name Team OBP SLG wRC+ WAR Contract (Year/$M) Service Time
Mike Trout Angels .432 .557 176 10.5 6/144.5 2.070
Matt Carpenter Cardinals .392 .481 146 6.9 6/52.0 2.012
Andrelton Simmons Braves .296 .396 91 4.6 7/58.0 1.125
Starling Marte Pirates .343 .441 122 4.6 5/35.0 1.070
Jason Kipnis Indians .366 .452 129 4.4 6/52.5 2.075
Christian Yelich Marlins .362 .402 117 4.4 7/49.6 1.069
Juan Lagares Mets .321 .382 101 4.0 4/23.0 1.160
Yan Gomes Indians .345 .481 130 3.6 6/23.0 1.083
Adam Eaton White Sox .362 .401 117 3.0 5/23.5 2.030
Paul Goldschmidt Diamondback .359 .490 124 2.9 5/32.0 1.059
Allen Craig Cardinals .354 .522 137 2.7 5/31.0 2.077
Jedd Gyorko Padres .301 .444 111 2.5 5/35.0 1.016
Anthony Rizzo Cubs .342 .463 117 1.8 7/41.0 1.040

While the Allen Craig contract has not worked out, and Jedd Gyorko was unloaded to the Cardinals this offseason, the above contracts are some of the very best (for clubs) in the majors. Dan Szymborksi recently listed his 25 most team-friendly contract situations, and Marte, Rizzo, and Trout all made the list. In his most recent edition of the trade-value series, Dave Cameron ranked Trout first among all players, while Goldschmidt was third, Rizzo was seventh, and Marte, Simmons, and Yelich all cracked the top 30. Yan Gomes and Jason Kipnis also appeared on that list. Matt Carpenter, meanwhile, has worked out well for the Cardinals and Eaton put in a solid season for the White Sox, while Lagares struggled through injuries and will begin this season as the fourth outfielder for the New York Mets.

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Just How Quickly Did Ichiro Used to Get Down the Line?

As far as topic ideas go, they’re typically the product of one of three circumstances:

  1. stumbling upon a unique storyline or stat that could serve as the root of an interesting/fun article
  2. reacting to a recent transaction
  3. asking a question that leads to an unshakable curiosity

Door number one is probably the most common. Door number two is the majority of the offseason, and while those sometimes feel contrived, they’re the most necessary and topical. Door number three is almost always the most fun, both for the writer and reader.

What follows is sort of a mixture of what’s behind doors one and three. See, I was reading an article the other day written by Mike Petriello, formerly of FanGraphs and who’s now doing excellent work for MLB.com, usually using or explaining Statcast numbers. Mike wrote about which players, according to Statcast, got down the line from home to first the fastest. Billy Hamilton wasn’t the fastest, but he was third-fastest. Dee Gordon was second. Billy Burns, surprisingly, or maybe not, was number one. No matter the order, these three guys are the kind of guys you’d expect. They’re young, they’re obviously extremely fast, they steal plenty of bases, they’re all very relevant; this all passes the smell test, and why shouldn’t it?

But Mike’s leaderboard went five deep. And there was a tie for fifth place:

Screen Shot 2016-02-25 at 8.16.07 AM

Mike’s parenthetical bewilderment says it all. Ichiro! Ichiro is still one of the five fastest players (from home to first) in baseball at 41 years old! Let’s run through our smell test checklist from just a second ago and apply the criteria to Ichiro. Young? Ha, nope. Obviously extremely fast? Eh, debatable, at this point. Steal plenty of bases? Nope. Very relevant? Mostly when pitching.

This is when the unshakable curiosity took over. If Ichiro at 41 is one of the five fastest down the line in baseball, how fast could he have been in the early 2000s? Let’s begin with a quick Google query, our search terms being: “ichiro home to first time.”

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Why We Hate the Diamondbacks

A year ago, the Arizona Diamondbacks went 79-83. Over the winter, they signed Zack Greinke and Tyler Clippard as free agents, plus they notably traded for Shelby Miller and Jean Segura. Reinforced with one of the game’s best pitchers, a quality starter, a good reliever, and a middle infielder with a pulse, we currently have the 2016 Diamondbacks projected to go… 79-83. And not surprisingly, Arizona’s GM doesn’t think we’re going to be right on this one.

Q: Does that make any sense to you? You add Greinke, you add Miller, and the math boys say you are not going to win any more games?

Stewart: “Jack, I think out there there are a lot of people that don’t want us to win. For those people that don’t want us to win, that’s OK. We’re still going to play the game the same way. We embrace the challenge every day of coming out and playing and doing the things that we’re capable of doing. And those who think that we’re a 78-win team, you know what? That’s what they think. When you start making predictions like that and you keep coming up wrong, you lose credibility.”

Q: Why do you think there are people who want you to lose?

Stewart: “I think the way that we do things. We’re a baseball team here. We believe in our team and how we play the game. I just think, in everything, there is always everyone who doesn’t want to see you do well. Obviously, anybody who says we can only win 78 games, they’re either not thinking or they’re not believing that what we have here is a team that’s capable of winning more games than that. So when I say that there are people out there who do not want us to win, that’s a prime example of that. To think we will only win 78 games? That’s a joke.”

Q: Do you think they are taking a shot at the old school, fundamental approach?

Stewart: “I try not to even think with people like that. I try to think with the people who think logically. And if you are thinking logically and we won 79 games last year, with the additions of Greinke, Miller, Clippard, Segura, people that make your team better, I think it is impossible for us to only win 78 games. Like I said, they predicted we would lose 96 last year.”

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Two Comps for Two Views of Carlos Rodon

From what any of us can tell, the American League is going to be close, and maybe closer than ever. It wouldn’t appear that there are any great teams, and it wouldn’t appear that there are any bad teams, and my favorite thing about this kind of landscape is it means a whole season could conceivably be determined by the fate of one single player. One player greatly under-achieving could knock a given team out of the hunt. On the other side of things, one player greatly improving could push a given team into first place. The closer the pack, the less it could take to emerge. That’s the theory, anyhow.

The White Sox are one of those teams you can look at and imagine 90 wins or 90 losses. Last year’s version almost got to 90 losses, but then this year’s version promises to be better and deeper. And as you get to thinking about the White Sox’s upside, you get to thinking about Carlos Rodon, who’s going to slide into the rotation behind Chris Sale and Jose Quintana. It wouldn’t be a total shock if Rodon were to struggle. But then, if Rodon were to put his skills together, that could send Chicago to the playoffs. So Rodon should be what people like to call an “x-factor,” and in thinking about Rodon, I’ve come up with two other names. One name you can link to Rodon’s signature pitch, and one name you could maybe consider as Rodon’s future.

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It’s Time to Talk About the Orioles and Their Physicals

You can give it this — the Orioles’ signing of Yovani Gallardo seemed like it was going to be pretty dull all-around, but now it’s becoming fascinating, thanks to a recent and familiar little twist. See, Gallardo still isn’t officially signed, and word is it’s because the Orioles aren’t comfortable with what they’ve seen so far in his medicals. I believe they’re waiting on results from more tests; I believe the issue is the health of his shoulder. So for the time being, the Orioles don’t yet have a starting pitcher they want, and that same starting pitcher is having to worry about an even further depressed market for his services. Nobody roots for these things.

It feels familiar because it’s the Orioles, and this is far from the first time the organization has wound up in a place like this. This further cements the team’s reputation for having an almost impossibly rigorous physical, and it can be rough, on Orioles players and fans alike. No one likes having the rug taken out from under them, and that’s exactly how it feels when these issues come up. It seems like it reflects poorly on ownership, and Peter Angelos has certainly taken a large amount of crap over the years. I’m not here to broadly attack or defend Peter Angelos. It just feels like it’s time to talk about the Orioles’ reputation, how true it is, and what it could mean.

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The Legal Implications of Jose Reyes’ Indefinite Suspension

When news reports broke in November that Jose Reyes had been arrested in Hawaii for an alleged incident of domestic violence, many assumed that he would be the first test case under Major League Baseball’s new domestic violence policy. As I noted at the time the agreement was announced last August, both MLB and the Major League Baseball Players Association have agreed to a new set of rules to govern cases in which a player has been accused of domestic violence, sexual assault, or child abuse.

Among the provisions in the new policy was one giving Commissioner Manfred the power to place any player accused of domestic violence on paid administrative leave for up to seven days. This provision was intended to give the league sufficient time to investigate the alleged incident before deciding on an appropriate level of punishment, while at the same time preventing a player involved in a domestic incident from appearing on the playing field.

Given the seven-day time limit of any such interim suspension, MLB’s announcement on Tuesday that the league was indefinitely placing Reyes on paid leave until after his pending criminal proceedings in Hawaii have been resolved initially took some by surprise. Indeed, considering that Reyes’s criminal trial in Hawaii isn’t scheduled to begin until April 4th, the leave that MLB announced on Tuesday will undoubtedly extend well beyond the time limit seemingly authorized under the new domestic violence policy.

In reality, however, although many observers – including me – missed this detail when MLB first announced its new domestic violence policy in August, the new policy agreed to by the league and union did in fact include an additional provision that applies to Reyes’ case.

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Mike Scioscia on Analytics

Mike Scioscia has a reputation as an old-school manager who has little interest in analytics. He doesn’t want you to believe that. The extent to which you should is subjective. Scioscia certainly isn’t cutting edge — at least not by today’s standards — but he’s by no means a dinosaur. His finger is on the pulse of what’s going on in today’s game, even if he isn’t always pushing the same buttons as his more progressive contemporaries.

On Monday, I had an opportunity to ask the Angels manager for his thoughts on analytics. Here is what Scioscia had to say:

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Scioscia on analytics: “Analytics have been around forever in the game of baseball, from when Connie Mack would use spray charts and move guys around from the dugout, to now. Analytics for projecting player performance have mushroomed over the last five years. Analytics in dugout probabilities have increased. We’ve had data, we’ve had analytics, since I’ve been in the game. And they’ve evolved.

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Dexter Fowler: A Fit in Baltimore

A couple weeks back, Dave Cameron wrote about how Dexter Fowler would be a good fit for the Orioles in the wake of the presumed Yovani Gallardo signing — and when he did so, the post began like this:

“While nothing is officially done yet, it seems reasonable to assume the Orioles are going to sign Yovani Gallardo, with reports that a deal just needs some tweaks before it is finalized.”

Dave had no reason to believe the Gallardo signing wouldn’t work out, but now it hasn’t, as the Orioles seemingly have a higher expectation than most when it comes to physicals, and so you understand that I’m cautious to say anything is set in stone between Fowler and Baltimore.

That being said, it sure looks like Dexter Fowler’s going to be playing in Baltimore next year! Just need to see that physical! Operating under the assumption Fowler does indeed pass his physical, it sounds like the Orioles will pay him $33 million over three years. That’s a year and some AAV fewer than the crowd’s estimation of four years and $56 million back in November. The qualifying offer strikes again.

If the Gallardo deal falls through, and it looks like it could, then the Orioles will surrender the 14th-overall pick in next year’s draft for Fowler. With Gallardo in the mix, it would be 14 and 28. Doesn’t much matter who’s responsible for the loss of which pick — 14 is gone either way. The 14th pick is worth something like $15 to $20 million, and so you can factor that into Fowler’s cost, if you’d like. Even with an extra $20 million tacked on for the pick, Fowler’s total guaranteed money falls short of the crowd, and so it’s easy to think of this as something of a bargain price for a quality outfielder who’s still on the right side of 30 for another 27 days.

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How Excited Are You for Baseball?

I’ve never been much for this time of year, myself. I haven’t really cared about truck day, because that’s just a day there’s a lot of shit in a truck. And I haven’t really cared about pitchers and catchers, because I don’t need to know when players are being checked for disease. I don’t celebrate spring-training events like they’re holidays, but that even being said, I do understand the symbolism. And I’m aware of a shift within myself — spring training confirms that the season is really going to happen. When the offseason drags along, like it always does, it can be easy to forget there’s an onseason. It’s the stuff that’s coming that we all really care about, and now 2016 feels the most real it ever has.

It’s not that we ever stop looking ahead when we talk about baseball, and offseason analysis always folds in projections or expectations, but this is the time of year you start seeing pictures of teams all together. They stop being teams that exist only on paper, and they start being teams with talent, and health, and confidence, and whatever other qualities you choose to observe. You kind of stop thinking about roster modification, and you start thinking about roster optimization. About how a given team can be the best it can be, with the players in house. I don’t think hope ever dies, but this is when, even for the worst teams, it can awaken from its slumber.

The headline here might be kind of obnoxious. It reads a little like a teacher talking to children before a field trip. I’m sorry about that, but I’m terrible at headlines and I’m not getting any better. As I’m sure you’ve figured out by now, this is another poll post. And this is another poll post where I’m going to be really interested in the results, because I think they could teach us a little about baseball fan psychology. We’re all now aware that games — meaningful games — are going to start taking place in an amount of time we can reasonably say to be weeks. Every team is going to be playing, and every team is going to be playing for something. The season is around the corner. So, how excited are you about it? What is the feeling that you feel in your heart?

When I first constructed this post in my head, it was going to ask only about a few teams. Mostly the bad ones. But the more I thought about it, the more I realized it makes the most sense to ask about everyone, so we can examine the entire landscape. We know the Cubs are supposed to be a hell of a lot better than the Phillies. Cubs fans know that, and Phillies fans know that. Okay. How do Cubs fans feel? How do Phillies fans feel? How much of a difference does that make, if it even makes any difference at all?

I like these polls because there isn’t a wrong answer. You might not even need to think for more than half a second. You should already know how you feel, even before reading this post, so now that you’re here, kindly select the answer that most matches your position. Baseball is ahead. Daily baseball. Overwhelming baseball. Both major- and minor-league baseball. Baseball you have to plan around, and baseball you don’t have to plan around because it’ll be there again tomorrow. How excited do you feel now for 2016? Thank you in advance to everyone who participates and therefore allows me to run little projects like these. They are very obviously nothing without you. (<3)

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