Archive for Daily Graphings

Josh Donaldson’s Last Four Seasons, In Context

If you come to this site, or are something more than just a casual baseball fan, you likely know that Josh Donaldson is pretty great at this whole baseball thing. With four straight top-10 American League Most Valuable Player Award finishes, and one actual MVP Award in his trophy case, this should seem pretty straightforward. And yet, relative to how good he is, I feel he’s still a little underappreciated. So in that spirit, I wanted to dig in a little on just how good he is. The answer is that he’s been historically great.

Let’s start, as we often do, with a table.

WAR Leaders, Ages 27-30, 1871-2016
Rank Name Years Hit Pit Tot
1 Ted Williams 1946-1949 40.6 40.6
2 Babe Ruth 1922-1925 37.5 37.5
3 Stan Musial 1948-1951 35.4 35.4
4 Carl Yastrzemski 1967-1970 35.0 35.0
5 Rogers Hornsby 1923-1926 35.0 35.0
6 Ty Cobb 1914-1917 34.4 34.4
7 Pete Alexander 1914-1917 0.9 33.3 34.2
8 Wade Boggs 1985-1988 34.1 34.1
9 Lou Gehrig 1930-1933 34.0 34.0
10 Pedro Martinez 1999-2002 -0.1 33.9 33.8
11 Willie Mays 1958-1961 33.8 33.8
12 Barry Bonds 1992-1995 33.8 33.8
13 Walter Johnson 1915-1918 3.3 30.3 33.6
14 Christy Mathewson 1908-1911 1.6 32.0 33.6
15 Guy Hecker 1883-1886 7.5 25.8 33.3
16 Sandy Koufax 1963-1966 -1.0 34.3 33.3
17 Honus Wagner 1901-1904 32.4 0.1 32.5
18 Joe Morgan 1971-1974 32.2 32.2
19 Hank Aaron 1961-1964 32.2 32.2
20 Albert Pujols 2007-2010 31.7 31.7
21 Chase Utley 2006-2009 31.3 31.3
22 Mike Schmidt 1977-1980 31.1 31.1
23 Charley Radbourn 1882-1885 3.7 27.4 31.1
24 Greg Maddux 1993-1996 0.1 30.7 30.8
25 Josh Donaldson 2013-2016 30.5 30.5
26 Mickey Mantle 1959-1962 29.9 29.9
27 Ed Walsh 1908-1911 1.1 28.6 29.7
28 Ernie Banks 1958-1961 29.5 29.5
29 Eddie Collins 1914-1917 29.3 29.3
30 Fergie Jenkins 1970-1973 1.1 28.1 29.2

Donaldson didn’t become a regular in the majors until his age-27 season. That was back in 2013, four seasons ago. Since then, he has been one of the best players of all-time for his age. Look at him right there, nestled between Greg Maddux and Mickey Mantle. What?

Before we get to the players who appear on this table, though, let me give you a quick sampling of the players who aren’t on it: Jeff Bagwell, Miguel Cabrera, Steve Carlton, Lefty Grove, Eddie Mathews, Mike Piazza, Cal Ripken, Alex Rodriguez, Tom Seaver, Duke Snider, Tris Speaker, and Cy Young, just to name a few. When was the last time you thought of Donaldson as superior to A-Rod? Obviously, I’m not saying that Donaldson’s career is better. In the time he’s been a regular, however, he been nearly as good as possible.

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The Most Underrated Player in Baseball, Again

Usually, these things tend to go in one direction. We talk about a player who seems underrated, and then, in time, that player becomes rated more or less appropriately. We’ve seen this happen with, say, Jose Quintana, who used to be considered a nobody even while he was pitching out of his mind. A lot more people now know how good Kyle Seager is. People know how good Starling Marte is. People have even figured out how good Kevin Kiermaier is, basically. Obligatory Ben Zobrist mention. Great players don’t stay hidden too long. I should note that I’m open to the argument Mike Trout remains underrated, but that’s different, because his ability is impossible for humans to understand.

You don’t see many players go from underrated to understood to underrated again. Such a sequence ordinarily wouldn’t make any sense. Yet, sometimes, there are just atypical circumstances. Of course there’s no infallible metric for underratedness. I know that I can’t prove anything, so we can get that out of the way up front. But I’m just here to remind you about A.J. Pollock. Pollock was once criminally underrated, and then, as time passed, he was recognized as one of the greats. Then he missed almost an entire baseball season. Out of sight, out of mind — that is how we work. So Pollock is back to where he was, preparing for camp as Arizona’s neglected star.

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Finding the Next Great Defensive Turnaround

There are different ways to turn a team around. That’s probably an obvious thing to say, but it’s true. Another thing that’s obvious and true: teams are made of humans. Because of that, no turnaround is entirely uniform in nature.

Even so, a team might emphasize certain traits when attempting to rebuild or improve. On-base skills, power, etc. Some of those turnarounds are easy to follow; others, less so.

Given the relatively short history of defensive metrics, the turnaround of team defense hasn’t been thoroughly chronicled, and yet teams have certainly made it a priority. Just last year, the Astros and Indians exhibited improvements in the field in a way rarely matched. Looking further back, it’s possible to find other teams that have accomplished the same feat. The question, though: how did they it? Maybe it’s possible to use past successes as a road map for current teams! So, let’s find the next Indians and Astros.

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It’s No Great Mystery Why Matt Wieters Is Available

Matt Wieters is a free agent right now, but he won’t be for long. Spring training is right around the corner, and Wieters is a legitimate big-league backstop, so at some point his expectations and a team’s open-mindedness will come into alignment. These things can drag out sometimes. A few years ago, people thought Prince Fielder was screwed. He signed for $214 million in the last week of January. Scott Boras is good. He should pretty much always get the benefit of the doubt.

Yet in the case of Wieters, you can see why he’s still out there. This is all prompted by a Ken Rosenthal article titled: “Why is veteran catcher Matt Wieters still on the free-agent market?” Boras is quoted within, and, what the hell, let’s just get right to it. Boras obviously has his agenda, but it isn’t hard to pull his argument apart.

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2016 Hitter Contact-Quality Report: NL Catchers

It’s been quite a while since we kicked off our position-by-position look at 2016 hitter contact quality, which arrives at its last official installment today. (There will be a small number of add-on articles covering pitchers and hitters who didn’t quite qualify as “regulars.”) We looked at AL catchers earlier this week; today we move on to the NL crop, again utilizing granular exit-speed and launch-angle data in the analysis.

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The Pitchers Hurt Most by a Higher Strike Zone

Major League Baseball has been floating a bunch of different ideas lately to help improve the game: automatic intentional walks, starting a runner on second in extra innings, and one that would likely have the most impact, raising the lower bounds of the strike zone.

If you feel like you’ve heard that last one before, it’s because you almost definitely have. Jon Roegele has been chronicling the expansion of the strike zone for years. It’s not just him, though. Just last year, there were reports that MLB planned to raise the strike zone. In response, August Fagerstrom discussed who might be affected the most. August isn’t around these parts anymore, so consider this post your update on the pitchers who might be negatively affected by a slightly higher strike zone.

First, consider the visuals below. They’re from a 2014 piece by Roegele and were reproduced by Fagerstrom last year. They documents how the strike zone has expanded downward over the last decade.

It’s pretty obvious from these graphs that pitches in the lower part of the zone were being called strikes more often in 2014 than five years earlier. But these images are from a couple seasons ago. Is it possible, given the talk last season about raising the strike zone, that umpires took it upon themselves to do it? To compensate for the lower-zone creep happening of late?

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How Teams Can Better Innovate

If you haven’t read Ben Lindbergh’s piece on the baseball’s ever expiring secrets, I suggest you free up 15 minutes at work (or elsewhere) today.

Lindbergh’s closing point:

Maybe that’s the lesson to take from this whole sordid story. We’ve known for some time that Correa’s crimes were illegal, unethical, and punishable by many months in prison. What we might not have known makes the story sadder still: In baseball’s current climate, it’s not even clear how much hacking helps.

If you haven’t read Dave Cameron’s related post on the devaluation of ideas, I recommend you do so, because it hits on one of the greatest market inefficiencies in the game today: communication.

Wrote Cameron:

At this point, it seems the value is less in the quality or proprietary nature of a team’s ideas, and more in the vehicles that move those ideas around…. With ideas themselves no longer conveying huge advantages, it’s the ability to turn even somewhat obvious beliefs into actual action that can give an organization a legitimate, sustainable edge.

Ideas are quickly adopted today and I agree that communication is something of a market inefficiency. After all, an idea has no value without implementation. It was a salient point in my book Big Data Baseball. And it’s not always about effective top-down communication either, a front office sending an analytically based idea to be adopted by the coaching staff and players. Effective communication must also include a bottom-up channel. For instance, it was Texas Rangers manager Jeff Banister, the Pirates bench coach from 2013 to -15, who told me in reporting for the book that it was the coaches who initiated an important, data-backed tactic in 2013. It was the assistant coaches who asked data analysts to quantify a hunch they had: they wanted to know if certain pitch sequences in certain locations could make batters more uncomfortable, leading to a greater ground-ball rate.

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The Biggest Free-Agent Bargain Still Out There

Thanks to the fact that MLB teams have put their wallets away this winter, we’ve seen some surprisingly low prices for remaining free agents of late. Jason Hammel signed for 2/$16M, significantly less than my 2/$24M forecast and well below the crowd’s 3/$36M estimate. Sergio Romo got 1/$3M, when I had him at 3/$18M and the crowd had him down for 2/$14M. Both the crowd and myself had Mike Napoli at 2/$20M; he’s getting 1/$8.5M instead. The February free-agent signings aren’t finding a lot of money, and the rest of the remaining free agents are mostly just hoping to find jobs.

So for teams looking to fill out their roster with flawed-but-maybe-useful role players, there are some bargains to still be found. Joe Blanton will likely be a solid reliever for someone next year, and seems unlikely to get a big contract at this point. Pedro Alvarez could help a number of teams as the left-handed portion of a DH platoon and will probably find work. Chase Utley, Angel Pagan, and Adam Lind all still look like useful bench players, and will probably not cost a lot to fill those roles. But if I had some money left in my budget and was looking for the most value I could get, I wouldn’t sign any of those guys.

I’d sign Jorge de la Rosa.

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The Possible Star of the Pirates Bullpen

If the Pirates are going to make it back into the playoffs, it stands to reason they could need a hell of a bullpen. It’s something they’ve leveraged before — between 2013 and 2015, when the Pirates made the playoffs in all three years, they had the highest bullpen WPA in baseball. It was one of their various subtle strengths, and it made them tougher than many predicted.

Of course, the Pirates no longer have one of the major pieces that lifted them up. Mark Melancon is on the Giants now, by way of the Nationals, who received him last July in exchange for two players. It was almost inevitable the Pirates would sell him, and many compared the move unfavorably to the haul the Yankees got for Aroldis Chapman. Yet, for one thing, look — Mark Melancon isn’t Aroldis Chapman. Don’t be ridiculous. And also, don’t sell Felipe Rivero short. Taylor Hearn is a moderately interesting prospect, but Rivero is interesting as a relief pitcher now, and he might be primed to be the Pirates’ next big thing.

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Let’s Pick Up the Pace

Earlier this week, colleague Nicolas Stellini made an impassioned defense of the traditional intentional walk, which is endangered according to a Jayson Stark ESPN report. We know MLB commissioner Rob Manfred has made quickening the game’s “pace of action” one of his priorities, and Stark reported that MLB has proposed two rule changes to the MLBPA: raising the strike zone above the knees and transforming the intentional walk to an automatic one.

But it’s unclear whether these two measures, if implemented, would result in a brisker pace of play. Eliminating the traditional intentional-walk process would have little effect, as Stark notes:

“In an age in which intentional walks actually have been declining — there were just 932 all last season (or one every 2.6 games) — that time savings would be minimal. But MLB sees the practice of lobbing four meaningless pitches as antiquated, so eliminating them would serve as much as a statement as it would a practical attempt to speed up the game.”

The growth of the bottom of strike zone has also been a focus of the commissioner, who is concerned with the record levels of strikeouts and the fewer and fewer balls put in play. They’re reasonable concerns, as there is a lot of standing around in today’s game. From Stark:

“The change in the strike zone, however, could have a much more dramatic effect, MLB believes. Its intent is to produce more balls in play, more baserunners and more action at a time when nearly 30 percent of all hitters either walk or strike out — the highest rate of “non-action” in the game’s history.

Changes to the strike zone, however, could and likely would have dramatic effects and unintended consequences. The change would reduce the strike zone by an estimated 34 square inches, which according to Jon Roegele’s excellent research, would reduce the strike zone by 7.2%.

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