Archive for Daily Graphings

Boar’d to Death: When Baseball and the Wild Boar Cross Paths

Early in the 2019 season, Yoenis Céspedes suffered a mysterious injury on his ranch. Described as a “violent fall,” there had been some discrepancy in exactly how the Mets outfielder suffered a fractured ankle (this while still rehabbing from surgery on both heels). According to fresh reports on the matter in the New York Post, he broke his ankle by stepping in a hole while trying to “sidestep a boar.” The story was confirmed by the Mets, as well as officials from MLB and MLBPA.

There have been many questions in response to this information, such as “Why?” and “How?” and “Again, I ask you… why?” But these put the wrong information in focus. Instead, we must look at the historical context of Céspedes’ misstep, and attempt to understand that the paths of men and boars do not easily cross; and yet, even in this niche of the natural world, baseball has a legacy.

We may not know what draws typical ballpark wildlife, the lost squirrels and panicking cats, to our infields and outfields. But we do know that their slashing claws and snapping mandibles have been on display in the realm of big league baseball for generations. With nature’s fury finding its way into man-made structures, it seems unwise to venture out into the domain that birthed it. Beyond our city limits and past the closest tree line, the creatures that spill into our stadiums are in their natural habitat, and that much more eager (and able) to kill or maim.

Boars have about the same reputation as dinosaurs: Their vision is based on movement. They are produced in formidable sizes (a male tusker can be 36 inches tall and weigh over 400 pounds). They can cause damage and be the bane of farmers. An August 23, 1911 report in the Oroville Daily Register warned that valley-dwelling boars are even more dangerous than those that live in the mountains and come equipped with “death-dealing tusks.” Read the rest of this entry »


Is the Cost of a Win in Free Agency Still Linear?

It’s no secret that free agency has changed over the last decade. As more teams have embraced analytics by focusing on paying for future, rather than past, performance, and owners have pinched pennies, we’ve seen slower winters, and in the case of last offseason, teams paying significantly less for a win on the open market. This offseason has seen a welcome return of activity, with good players receiving top-dollar contracts. When we consider the health of free agency for players, the big deals seem to grab a lot of attention, as with Gerrit Cole, Anthony Rendon, and Stephen Strasburg‘s this season, and Manny Machado and Bryce Harper’s a year ago. Mega-deals create the impression that all is well, and the size of those deals can have an outsized affect when calculating dollars per win, as in my piece yesterday on the cost of a win in free agency. But the players who don’t receive those big contracts deserve a bit more attention because it is possible that as free agent spending has shifted, the money teams are paying for wins may no longer be linear.

When we talk about the linear cost of a win, we’re talking about there being a uniform amount teams are generally willing to pay per win on the free agent market; if the cost of a win is $9 million, a three-win player gets $27 million, a two-win player gets $18 million, and a one-win player receives $9 million. And while we recognize the three-win player doesn’t actually receive a one-year deal worth $27 million, when the money is spread over a multi-year deal and the presumed decline from aging is factored in, the wins paid for over the life of the contract come out in roughly that manner. For example, Hyun-Jin Ryu is projected to be roughly a three win player in 2020. But over the course of four seasons, he is likely to be worth closer to nine wins; he signed a contract for $80 million, which comes out to right around $9 million per win. Not every case fits so neatly, but Ryu is one example.

The question now is whether the above is still true. In 2017, Matt Swartz examined the seasons through 2016 and found that the cost of a win was still linear. Since then, a narrative has emerged of slightly lesser players getting squeezed. Heading into the 2017 season, Travis Sawchik discussed baseball’s embattled middle class as players appeared to be getting frozen out of free agency. He followed that up in 2018 after another slow winter provided more evidence of a market in dire straights. Providing further support, the crowdsourced contract estimates our readers provide as part of our annual Top 50 Free Agents exercise have generally overshot free agent contracts under $40 million the last few years. Read the rest of this entry »


MLB’s Current Sign-Stealing Saga Carries Echos of the Game’s PED Problems

A new avenue to pursue a competitive advantage, a gray area as to whether it’s considered cheating, a paper ban that goes unenforced, bad behavior spreading around the league through player movement, executives shocked — shocked! — that such behavior is happening on their teams, a commissioner sounding out of touch as he publicly downplays the severity of the problem, once-celebrated achievements now tainted… if the outlines of baseball’s current sign-stealing scandal sound familiar, it’s because they’ve followed a pattern similar to that of the performance-enhancing drug problem that enveloped the game in the 1990s and early 2000s. Of course, there are key differences between the two, but both found Major League Baseball well behind the curve and struggling both to catch up and regain credibility on the issue.

That thought came to mind on Tuesday, as the sign-stealing saga took a new turn when The Athletic’s Ken Rosenthal and Evan Drellich reported that in 2018, the Red Sox used their video replay room in an attempt to decipher opponents’ sign sequences, a practice that proliferated after instant replay reviews were introduced in 2014, one that was broadly prohibited but generally unenforced until 2018. Three members of the 2018 Red Sox told The Athletic that multiple teammates used the team’s video room, which was just a few steps from the home dugout, to break down opponents’ signs. Unlike the bang-on-a-trash-can system Rosenthal and Drellich reported the Astros having used in 2017, the Red Sox did not directly communicate to batters what pitch was coming, instead relaying that information through the dugout to the baserunner and then to the hitter.

While the efficacy of either system is still murky, both the Astros and Red Sox flouted the rules, and both went on to win the World Series in the year they did so, coincidentally beating the Dodgers. While rumors have circulated regarding other teams’ usage of replay rooms and other means to steal signs electronically, thus far the substantiated allegations have been limited to those two clubs, who share a common denominator: Alex Cora, who as bench coach of the Astros in 2017 is said to have played a key role in their sign-stealing system, and who left following that season to manage the Red Sox, a job he still holds. Read the rest of this entry »


The Cost of a Win in Free Agency in 2020

After a few cold, dreary, quiet hot stove seasons, free agency picked up its pace this winter. While Manny Machado and Bryce Harper got $300 million deals last offseason, it took until nearly spring to get those contracts finalized. This offseason, we’ve seen Gerrit Cole, Stephen Strasburg, Anthony Rendon, and Zack Wheeler sign for more than $100 million, and with the new year just eight days old, only a handful of decent free agents remain. While large deals and total spending near $2 billion have captivated us this offseason, it’s worth exploring what has made this winter different from years past. Is it just timing? Is it this class of free agents? Have teams changed their spending habits? Is the cost of a win still linear? A useful tool when examining those issues it to try to determine how much teams are paying for a win above replacement in the free agent market.

While putting dollar figures on players isn’t the most feel-good task, it’s helpful for framing conversations about costs in free agency. From the front office perspective, it helps to determine which free agents are good values and a worthy investment of resources compared to other free agents and veteran players. It also helps frame the value of younger players who have yet to reach the full six years of service time necessary to hit the market by showing the alternative cost to obtaining similar production. On the player side, these types of valuations tend to show how underpaid players are prior to reaching free agency, given the low cost of their tremendous on-field value compared to similarly productive free agents.

There are a variety of ways to go about determining how much teams are paying per win on the free agent market. Matt Swartz, having found that projections tended to overweight free agent player production and playing time when considered in the aggregate, instead considered actual production of past results to determine how much teams were paying for a win. He also used all players with at least six years of service time to account for players aging over the course of a contract. He acknowledged that there might be issues with including players on extensions. To be clear, Swartz wasn’t wrong about the way he formulated his dollars per win, but another approach can be helpful, and, if we are to look at the current offseason, necessary. Read the rest of this entry »


Rangers Add Chirinos, Make Massive Positional Upgrade

Last night, the Texas Rangers made another nifty signing in their humble but effective winter. Robinson Chirinos, coming off a career season in his Houston sojourn, will return to his roots this spring. He inked a one-year deal worth $5.75 million, with a $6.5 million team option for 2021; the contract also includes a $1 million buyout if the Rangers choose not to exercise the option.

Chirinos is one of those players who’s both older and better than you think. A career part-timer until 2018, the 35-year-old has quietly emerged as one of baseball’s best hitting catchers at an age most players fade into retirement. He has a very modern offensive game: He’s content to work the count, draw a few walks, take a few more strikeouts, post the occasional Insta, and smack a dinger every 10 days or so. He’s finished with a wRC+ above 100 in each of the last five campaigns, and among catchers with at least 1,000 plate appearances over the last three years, only seven have been better with the stick:

Best Hitting Catchers 2017-19
PA wRC+
Yasmani Grandal 1632 117
Omar Narváez 1099 115
Willson Contreras 1381 115
Gary Sánchez 1345 115
J.T. Realmuto 1703 113
Kurt Suzuki 1006 113
Wilson Ramos 1164 112
Robinson Chirinos 1172 111
Buster Posey 1461 109

If all of that sounds like a way to avoid talking about his glove, guilty as charged. Per our framing metrics, Chirinos is one of the worst receivers in the league. This is not a minority view either, as Baseball Prospectus’s framing numbers track very similarly. He’s given away nearly 50 runs over his career from his framing alone, and while he improved a bit last season, he’s very much a bat-first option behind the plate. Read the rest of this entry »


The Count Is King (Even After Accounting for Batter Skill)

Here’s a big, boring truism you surely don’t want to read an article about: as a pitcher, it’s better to be ahead in the count than behind. Good, great, fine. Thanks for the information, Ben, but let’s move along. We all know that, there’s no need to further prove it.

But wait! Here’s another truism that complicates the first one. Better hitters get ahead in the count more often. Mike Trout gets to 1-0 a lot more frequently than Billy Hamilton does — in roughly 48% of his plate appearances, as compared to a mere 36.8% for Hamilton.

So here’s a fact presented without context: major league hitters, as a whole, had a .363 wOBA after 1-0 counts and a .270 wOBA after 0-1 counts. Get ahead, hit better. But here’s some context, which at least slightly confuses the issue. The average wOBA of a batter reaching a 1-0 count was .322. In contrast, the average wOBA of 0-1 batters was .317. Better batters, in other words, really do reach advantageous counts more often. If you don’t account for that, you’ll probably end up over-valuing getting ahead in the count. Read the rest of this entry »


Dodgers Add Latest Pitching Project in Jimmy Nelson

It’s not a new insight to point out that the Dodgers decided a few years ago that one helpful thing they can do with all their money is take fliers on a ton of injured or otherwise unreliable starting pitchers, only some of whom will work out. Other teams do this too, of course, but only the Dodgers do it at a scale that leaves their starting pitchers’ depth chart looking quite this crowded year after year:

Jimmy Nelson, row seven, is the newest addition to the Dodgers’ crop of injured arms, as he reportedly signed with Los Angeles for $1.25 million in guaranteed dollars with a litany of incentives and option years (up to $13 million over two years, according to reports). That structure has the effect of capping Nelson’s earnings through the end of 2021 if he comes back healthy — starting pitchers have signed for a median of $8.25 million a year so far this offseason, which puts Nelson’s cap of $6.5 million well below average — while committing the Dodgers to very little guaranteed money in the event Nelson fails to bounce back. Read the rest of this entry »


Cubs, Sinclair, Marquee, and Comcast Combine Forces for a Potential Blackout for Cubs’ Fans

In many cases, no news is good news. But for the Cubs, their broadcasting partner Sinclair, and the new Marquee Network, no news is bad news. While there’s still more than a month to go before the network is on the air, it has yet to reach agreements with Comcast/Xfinity, the largest cable provider in Chicago, as well as RCN and streaming only services like Hulu Live, Sling, and Youtube TV. In his piece for the Chicago Tribune, Phil Rosenthal provides a reminder of where things stand for viewers in Chicago when it comes to seeing Cubs’ games this season:

While Marquee currently has deals in place to run on a handful of carriers, including DirecTV, U-verse, AT&T TV, Charter Communications and Mediacom Communications, it is lost on no one that it’s still negotiating with many others, including Comcast’s Xfinity, the Chicago-area’s largest carrier with an estimated 1.5 million households.

As Rosenthal notes, Sinclair was able to leverage its massive reach across the country, which includes local stations and more than half the Regional Sports Networks that air baseball games, to secure deals with AT&T/DirecTV/Uverse/DirecTVNow, allowing the Cubs and Sinclair to say they reach nearly all Chicagoland homes. But reaching nearly every home and actually airing in those homes are two entirely different things. The deals with Charter and Mediacom aren’t insignificant, as fans in downstate Illinois, southern Wisconsin, Iowa, and Indiana will likely have access to Cubs games in the spring with a cable package. The Cubs didn’t start their own network to reap the benefits of subscriber fees in those areas, however, as getting on cable in homes in Chicago is the big prize and moneymaker.

In Rosenthal’s piece, he notes that the Yankees’ YES network had difficulties getting onto Comcast a few years back. The Yankees’ situation provides an interesting analogue both for its similarities and its differences. While Comcast was in nearly a million homes at the time, none of them were in New York City, where YES Network was available to millions more subscribers. Comcast was a smaller fish for YES, unlike the situation in Chicago. In addition, the dispute ended when Comcast wanted to add Fox News Channel to its lineup and FOX, which owned YES at the time, was able to leverage those negotiations into carriage for YES on Comcast. It’s not clear that the Cubs and Sinclair have the same type of leverage in Chicago. Read the rest of this entry »


Starlin Castro Signing Only Raises More Questions

The Washington Nationals have had a busy winter. The defending champs had several departing free agents to negotiate with, and while they couldn’t hang on to Anthony Rendon, they had better luck with Stephen Strasburg, Howie Kendrick, and (as of two days ago) Asdrúbal Cabrera. Washington has also inked a few non-incumbents, most recently infielder Starlin Castro. Last Friday afternoon, the Nationals and Castro shook hands on a two-year agreement worth a total of $12 million. It’s a short-term contract for the (somehow only) 29-year-old, and there are no options or incentives to lengthen or sweeten the deal.

It feels like an eon since Castro debuted as a 20-year-old hit-tool wonder for the Cubs. At the time, the consensus on the Dominican was that, given his lack of power and solid glove at short, he’d have to hit .300 to be a good player. Initially, the projection held: In the early years of his career, he made All-Star teams when his average neared or crested .300 and was approximately replacement level when it didn’t.

But Castro’s post-Chicago tenure has played out a little differently. He slid over to second upon joining the Yankees in 2016, and has barely featured at short since. He’s also grown into more power with age, twice topping 20 homers in the last four seasons. That extra power has partially compensated for a dwindling average, and ultimately the overall value of his production hasn’t dipped too much even as its shape has shifted quite a bit. Read the rest of this entry »


Cabrera, Nationals Come Back for More

Asdrúbal Cabrera hit .323/.404/.565 (145 wRC+) in 146 plate appearances for the Nationals down the stretch in 2019, which I suppose is the kind of performance they had in mind when they reportedly signed him up for another year in D.C. last week. Then again, the fact that the deal was for just one year, and $2.5 million, suggests that they also had in mind the 79 wRC+ he put up in 368 plate appearances for the Rangers at the beginning of the season. At that price and term — which, unlike many this offseason, comes in under the AAV predicted by both Kiley McDaniel and the crowd ($6 million) when Cabrera placed 48th on our Top 50 Free Agents list earlier this winter — it won’t hurt the Nationals much if Cabrera is more like the player he was in Texas than the one he was in the sacred fall, but it sure would be nice. Anyway, we’ll all find out soon.

It’s probably easiest to understand this move as one intended to make Josh Donaldson’s representatives — not to mention the Cubs’ front office, who’re dangling Kris Bryant — a little less confident that the Nationals are dead-set on replacing the recently-departed Anthony Rendon with a player of similar caliber (see also their deal with Starlin Castro last week). I’m not sure the deal is all that effective on those terms, as any team would prefer to have Donaldson or (particularly) Bryant playing third base for them instead of Cabrera. But in the reasonably likely event the Nationals start the season with neither star in-house, this deal means they will not have to routinely start, say, Jake Noll at third base (though, to be fair, the more likely option is Carter Kieboom). Read the rest of this entry »