Archive for Daily Graphings

Why the Astros Didn’t Catch Chris Correa

The St. Louis Cardinals’ former director of amateur scouting, Chris Correa, is serving 46 months in jail for gaining unauthorized access to the Astros’ player information/evaluation database, codenamed Ground Control. A few days ago, MLB announced St. Louis’s penalty: they’d have to send $2 million and their top two draft picks to Houston.

From a network-security perspective, the case is interesting. It illustrates how difficult true network security really is, which raises the strong possibility that another team will attempt this in the future (if indeed one isn’t doing it right now).

Here’s a timeline of the incident up until it was made public:

  • March 2013 – April 2014: Correa accesses Ground Control using passwords of various Astros staff. (Source: David Barron and Jake Kaplan of the Houston Chronicle.)
  • June 2014: Deadspin posts leaked documents that were retrieved from Ground Control, mostly regarding trades or potential trades during the 2013 season. This action causes the Astros to contact MLB, who contacts the FBI to begin an investigation into the breach. (Source: Derrick Goold and Robert Partrick of the St. Louis Post-Dispatch.)
  • June 2015: Michael S. Schmidt of the New York Times reports that the Cardinals are the prime suspects in this investigation.

Why didn’t the Astros detect the unauthorized access themselves? I don’t know anything about how they ran their security team, so I can only speculate. But I do have several years of experience in the network-security industry. I’ll use those to provide a perspective.

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The Best and Worst Team Defenses

It’s easy to look at the overall team projections. Check them out. They’re right over there! (I’m pointing.) More than anything else, you care about wins, and, therefore, also losses. Team record is everything. Just about, anyway. Happiness is strongly correlated to your favorite team’s winning percentage.

It takes more work to dive into projected team components. Earlier this very week, I did that to show that the Royals have moved away from the style they made so famous. I also did that to show that the Astros have suddenly become a contact-oriented offensive ballclub. It takes more work, and it’s also of lesser significance, you could say. Overall value is overall value, and components, by definition, are only a part. It makes perfect sense why most people don’t go beyond just the projected standings.

Yet components are interesting, if only because we care about how teams will play. They can tell you who might win by slugging the crap out of the ball. They can tell you who might have a little advantage on the bases. They can tell you who might have a strikeout problem. And, defense? We can look at the defenses. Let’s do that right now!

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Carlos Martinez Gets Paid, Leaves Money on Table

The St. Louis Cardinals lack stars. Sure, Yadier Molina and Adam Wainwright are well known and remain solid even as they age. Sure, Matt Carpenter has developed into an important member of the club. In terms of big-time production, though, the Cardinals have few options upon which they can reasonably rely.

Dan Szymborski’s ZiPS projections for the Cardinals support this observation: per ZiPS, no position player on the St. Louis roster is likely to produce more than 3.1 WAR in 2017; only one pitcher is projected for more than 2.1 wins. That pitcher — and, incidentally, the only player on the Cardinals whom one might reasonably classify as a “star” — is Carlos Martinez.

Yesterday, the Cardinals very wisely locked that star up. Martinez and the club agreed to a five-year extension worth a guaranteed $51 million. The deal includes two options that could keep Martinez in St. Louis through 2023 and buy out four years of free agency, leading to a possible total value of $85.5 million.

A week ago, I suggested that the Wil Myers deal — for six years, $83 million guaranteed — indicated that extensions for players who possessed more than three and less than four years of service time might become a lot more expensive. This contract appears to provide evidence to the contrary.

In that post I noted that, among such position players, only five had recently reached contract extensions — and that those were either upside bets on riskier players like Michael Brantley and Josh Harrison or big-money contracts for big-time players like Freddie Freeman. The one contract in the middle involved Dee Gordon and his five-year deal for $50 million, an agreement that also includes an option. Martinez’s contract is like Gordon’s, except with an additional free-agent year surrendered by the player.

On the pitching side, meanwhile, there’s virtually no precedent for this type of deal.

Martinez’s deal breaks the record for biggest guarantee to a starting pitcher entering arbitration, a distinction which previously belonged to Corey Kluber after he was guaranteed $38.5 million heading into the 2015 season. That deal might also potentially last seven seasons. At the time, however, Kluber was a super-2 player. He was entering arbitration for the first time, but he was still four years from free agency, unlike Martinez’s three. He was also coming off a Cy Young Award and heading into his age-29 season, meaning he was four years older than Martinez is now. Kluber’s deal provided some guaranteed income, but also gave away all of his prime years: he won’t be a free agent until after his age-35 season.

That isn’t the case for Martinez, who enters just his age-25 season. Even if all of the options are exercised, Martinez will still head to free agency after his age-31 season, the same age as Zack Greinke when he signed his $206 million deal with the Arizona Diamondbacks.

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The Nationals Have a Depth Problem

If baseball teams had 10 man rosters, the Washington Nationals might be the team to beat heading into 2017. With an enviable group of star talent, the top of the Nationals roster compares favorably with just about any other group in MLB. For instance, here are our projections for the just the 10 best players on the Cubs, Dodgers, and Nationals, who we have forecasted as the three best teams in baseball.
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Eddie Butler Then, Now, and in the Future

Yesterday, the Colorado Rockies traded right-hander Eddie Butler to the Chicago Cubs in exchange for a modestly promising relief prospect (James Farris) and the 28th international bonus slot.

Even as recently as last year, the notion of such a move would have seemed improbable. Butler appeared twice — as recently as 2015 — on Baseball America’s top-100 prospects list. The Rockies’ rotation, meanwhile, has been quite poor, producing the second-lowest collective WAR in the majors over the last five years. They haven’t been a club, in other words, that had the luxury of giving up on a promising young pitcher.

But Colorado’s rotation has improved rapidly, while Butler’s stock has declined just as quickly. In the end, general manager Jeff Bridich concluded there wasn’t space on the roster for Eddie Butler. He made a deal.

But this isn’t just a late-January transaction that ought to be forgotten. Because Butler has shown promise. Let’s instead follow his story up to this point. He deserves it after toiling in Coors for so long, and it might provide us a glimpse of his future.

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What Can a Full Season of Lucroy Do for the Rangers?

The Angels, Mariners, and Rangers are all situated within a game of each other in FanGraphs’ projected standings.

The Blue Jays, Orioles, Royals, Tigers, and Yankees are also all bunched together with the those AL West clubs, all situated within in just three games of each other, suggesting there could be a crowded and parity-laden AL Wild Card race.

Any added value could be significant. For the Texas Rangers, there might be good news on that front. A full season of Jonathan Lucroy – who was acquired last summer – could offer additional benefits for Texas beyond the 3.7 WAR projected for him in the ZiPS forecasts.

Earlier this week, Texas Rangers manager Jeff Banister was asked by the Dallas Morning News about the benefits of Lucroy having a full season to work with the Rangers pitching staff.

“I think that it’s definitely going to be a benefit. He’s going to be able to learn the core guys that were here last year a little better. Obviously there’s some new guys coming in, but just to put his stamp and his brand on what he likes to do behind the plate and how he likes to call a guy. But we had a guy in Robinson Chirinos behind the plate that was a quality catcher too that helped these guys out. But I think the addition of Lucroy and what he’ll be able to do, just him as a hitter but also his game planning and our overall philosophy all year long will be a plus.”

To quantify all the ways Lucroy and the Rangers might benefit from Lucroy’s ability to work with his pitchers in February rather than on the fly in August is difficult, if not impossible, to quantify. Last season, was a different kind of year for Lucroy.

Consider: from 2011 to 2015, Lucroy never caught more than 22 different pitchers in any given season. In 2016, meanwhile, Lucroy caught 40 different pitchers, including 18 new Rangers teammates after coming over from the deadline.

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Daniel Norris Is Mid-Breakout

I talk about James Paxton a lot. I talk about him a lot because I like him a lot. I’m probably the biggest Paxton fan on staff. I might be the biggest Paxton fan on the continent. It wouldn’t surprise me to learn I have more confidence in 2017 James Paxton than James Paxton does. Why am I losing my mind over a 28-year-old with less than 300 big-league innings? This is basically why:

That plot shows every starter who threw at least 50 innings in each of the last two years. I’ve highlighted the Paxton dot in blue. This one is easy to eyeball. By strike rate, Paxton had the biggest year-to-year improvement. And by average fastball speed, Paxton also had the biggest year-to-year improvement. That’s a hell of a one-two punch, and it makes you wonder about the Paxton breakout. More specifically, does this make Paxton a breakout candidate, or did the breakout already happen? “Mid-breakout” might be the best way to describe him. He’s on the way, but he could be more consistent.

In the plot above, Paxton stands way out from the crowd. Yet that doesn’t make him the only pitcher of interest. Who else gained both strikes and speed? Spoiler alert: Read this post’s headline.

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The Best Pitcher-Hitting Season of the DH Era

They give out Silver Slugger awards to pitchers, which is funny. Pitchers are terrible. Last year, pitchers had a wRC+ of -15. The year before, they had a wRC+ of -16. wRC+ is a statistic with a plus in the name. Jake Arrieta won the award this past season, recognition for having hit as well as Howie Kendrick and Scooter Gennett. I guess, in the world today, you don’t want to hurt feelings and leave anyone out. So pitchers are sluggers too. Okay.

To Arrieta’s credit, he was bad only relative to major-league hitters. He was tremendous relative to major-league hitting pitchers. He led the way with a 91 wRC+, and he knocked a couple of home runs. He even ran an OBP a little north of .300. The Cubs didn’t need the help, but when Arrieta was on the mound, they effectively had an AL lineup. Just another thing that went well for Chicago.

There’s just one problem. I get it — Arrieta appears to be a fine pick. I, personally, would’ve looked at wRC+, myself. But by picking Arrieta, the award selectors whiffed. I’m not sufficiently interested in the award to look up who does the voting in the first place, but we just saw the best pitcher-hitting season of the DH era, and Arrieta didn’t have it.

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2016 Hitter Contact-Quality Report: NL Right Fielders

We’re headed down the homestretch of our position-by-position look at hitter contact quality, utilizing granular exit speed and launch angle data. Last week, we examined American League right fielders; today, we turn our focus to their National League counterparts.

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The Orioles Might Have a Decision to Make

History dictates that a single month of baseball — say, 20 or 30 games — isn’t sufficient to reveal which teams are legitimate playoff contenders and which aren’t. In some cases, a club jumps out to a hot start only to fade away as the season continues. This was the case both for the Chicago White Sox and the Philadelphia Phillies last year. Other teams might follow an arc more like the Texas Rangers in 2015, starting off slowly only to pick up speed by the end of the season. As such, it’s generally wise to refrain from reaching any strong conclusions about the standings in early May.

That being said, I’ll be paying especially close attention to the Baltimore Orioles at the beginning of the 2017 season. The team could find themselves at a crossroads this year if contention seems unlikely, which could lead to one of the more interesting sell-offs in recent times.

An initial glance at the Orioles roster might not reveal a team that’s primed to sell. Teams with a collection of free agents (like Kansas City) or in the midst of a rebuild (like a number of teams) would seem to provide better trading partners than Baltimore. Here are the Orioles’ pending free agents at the end of the 2017 season.

Baltimore Orioles Pending Free Agents
Name Age Projected WAR 2017 Salary
Welington Castillo 30 1.7 $6.0 M
Chris Tillman 29 1.5 $10.1 M
Ubaldo Jimenez 33 1.4 $13.5 M
J.J. Hardy 34 1.3 $14.0 M
Seth Smith 34 1.3 $7.0 M
Hyun Soo Kim 29 1.1 $4.2 M
TOTAL 8.3 $54.8 M

So that’s not really a lot to sell at the deadline. We don’t see a single player even projected to provide average production over the course of next season. The best might be Welington Castillo. Given that he was just signed for $6 million, however — and holds a player option for $7 million — it wouldn’t seem that his trade value would be quite high. Hardy is a glove-first shortstop while Smith and Kim are part-time bats. Jimenez would have to undergo a pretty big rebound to have decent value. That leaves Tillman as the only real potential trade chip.

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