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Must-Click Link: Inside the Astros front office

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The other day we teased the cover from this week’s Sports Illustrated in which the Astros are touted to be the 2017 World Series champs. That was just a grabber, of course. The content behind it is this in-depth story by Ben Reiter about the inner workings of the new Houston Astros.

The big story you know: it was an awful team that had a bare cupboard in the minors when new ownership took over and installed Jeff Luhnow as the GM who, in turn, hired Sig Mejdal as the team’s Director of Decision Sciences. It’s still a pretty bad team at the major league level, but now some top prospects are starting to make an impact and hope seems to be around the corner.

But how are they getting from that terrible A through this currently promising but still unsuccessful B and on, hopefully, to the Championship C? By consuming all of the data they possibly can, be it statistical, scouting and everything in between. Making decisions based on probabilities, subjective judgments, objective judgments and human tendencies alike — filtered through Mejdal’s decision sciences methodology — to come up with all of the answers teams have struggled to reach since the beginning of baseball history:

To that end Mejdal and his analytics team—which has grown to four and occupies an area in the Astros’ offices that they have named the Nerd Cave and decorated with a Photoshopped image of scientists examining Vladimir Guerrero in mid-swing—created an evaluation system that boils down every piece of information the Astros have about prospects and players into a single language. The inputs include not only statistics but also information—much of it collected and evaluated by scouts—about a player’s health and family history, his pitching mechanics or the shape of his swing, his personality. The system then runs regressions against a database that stretches back to at least 1997, when statistics for college players had just begun to be digitized. If scouts perceived past players to possess attributes similar to a current prospect, how did that prospect turn out? If a young pitcher’s trunk rotates a bit earlier than is ideal, how likely were past pitchers with similar motions to get hurt?

The end result is expressed as a numerical projection which roughly translates into how many runs the player can be expected to produce compared with what the team is likely to have to pay him.

The first image I get is the Deep Thought computer from “The Hitchhiker’s Guide to the Galaxy,” tasked with finding the answer to life, the universe and everything. And maybe it is like that in more ways than merely its attempt to take in all possible variables in an effort to get a single answer. Maybe, because baseball is filled with so many uncertainties and unexpected developments, it will yield the right answers but the Astros will find they have been asking the wrong questions. There will always be limits to data, be it numerical or subjectively collected data. There will always be unexpected developments.

Maybe that means the Astros do win the 2017 World Series. Maybe they do it sooner. Maybe they plod along for a decade never quite getting where they’re wanting to go. We can’t know that from where we sit and, if they’re being honest, the Astros brass can’t know that too terribly much more than we do.  But it’s very cool to see the inner workings like this, and it’ll be quite fun to watch it all unfold.

Joe Panik says he’s “100 percent” recovered from back injury

San Francisco Giants second baseman Joe Panik follows through on a single off Colorado Rockies relief pitcher Scott Oberg in the eighth inning of Game 1 of a baseball doubleheader Saturday, May 23, 2015, in Denver. The Giants won 10-8. (AP Photo/David Zalubowski)
AP Photo/David Zalubowski
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Giants second baseman Joe Panik missed nearly all of August and September last season due to a nagging back injury, but he told Alex Pavlovic of CSNBayArea.com on Friday that he’s feeling “100 percent.”

Panik, who earned his first All-Star selection last season, originally landed on the disabled list in early August due to what was described as lower back inflammation. He made his return in September, but appeared in just three games before being shut down. The good news is that he was cleared by doctors in mid-December and considers himself “back to normal.”

“It was right around the time of all the signings,” he said, smiling. “I was able to fly under the radar. I got tested and everything had healed up. I got cleared and was able to have my full offseason workouts. I’m good to go. I’m happy to be feeling good and going back out on the field to show that I’m healthy. My swing feels strong.”

Panik altered his offseason workout routine and plans to spend less time in his spikes in the early part of spring training. The hope is that these changes will prevent future issues.

After a strong showing as a rookie in 2014, the 25-year-old Panik proved to be one of the best second baseman in the majors last season by batting .312/.378/.455 with eight home runs and 37 RBI over 100 games while playing solid defense.

Baseball America names Corey Seager as baseball’s top prospect

Los Angeles Dodgers' Corey Seager follows through a single that scored Austin Barnes, in front of Colorado Rockies' Wilin Rosario during the sixth inning of a baseball game, Wednesday, Sept. 16, 2015, in Los Angeles. (AP Photo/Danny Moloshok)
AP Photo/Danny Moloshok
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Baseball America unveiled their top 100 prospect list Friday night during a special on MLB Network. It should come as no surprise that Dodgers infielder Corey Seager came in at No. 1.

This makes Seager the consensus top prospect in the game. He was also ranked first by MLB.com, Baseball Prospectus, and ESPN’s Keith Law. Twins outfielder Byron Buxton was ranked second on all four lists.

Baseball America has the most aggressive ranking of Cuban infielder Yoan Moncada from the Red Sox, who checked in at No. 3. He was followed by pitching prospects Lucas Giolito from the Nationals and Julio Urias from the Dodgers to round out the top five.

You can see Baseball America’s full top 100 list here.

Jenrry Mejia: “It is not like they say. I am sure that I did not use anything.”

New York Mets' Jenrry Mejia reacts after getting the last out against the Milwaukee Brewers during the ninth inning of a baseball game Friday, July 25, 2014, in Milwaukee. The Mets won 3-2. (AP Photo/Jeffrey Phelps)
AP Photo/Jeffrey Phelps
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Mets reliever Jenrry Mejia was permanently suspended on Friday after testing positive for a third time for a performance-enhancing drug. The right-hander is maintaining his innocence, as ESPN’s Adam Rubin notes in quoting Dominican sports journalist Hector Gomez. Mejia said, “It is not like they say. I am sure that I did not use anything.”

Mejia has the opportunity to petition commissioner Rob Manfred in one year for reinstatement to Major League Baseball. However, he must sit out at least two years before becoming eligible to pitch in the majors again, which would mean Mejia would be 28 years old.

Over parts of five seasons, Mejia has a career 3.68 ERA with 162 strikeouts and 76 walks over 183 1/3 innings. He was once a top prospect in the Mets’ minor league system and a top-100 overall prospect heading into the 2010 and ’11 seasons.

Bryce Harper on potential $400 million contract: “Don’t sell me short.”

Bryce Harper
AP Photo/Nick Wass
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Nationals outfielder Bryce Harper is at least three years away from free agency, but people are already contemplating just how large a contract the phenom will be able to negotiate, especially after taking home the National League Most Valuable Player Award for his performance this past season.

When the likes of David Price and Zack Greinke are signing for over $200 million at the age of 30 or older, it stands to reason that Harper could draw more as a 26-year-old if he can maintain MVP-esque levels of production over the next several seasons. $400 million might not be enough for Harper, though, as MLB.com’s Jamal Collier reports. He said, “Don’t sell me short,” which is a fantastic response.

During the 2015 season, Harper led the majors with a .460 on-base percentage and a .649 slugging percentage while leading the National League with 42 home runs and 118 runs scored. He also knocked in 99 runs for good measure. Harper and Ted Williams are the only hitters in baseball history to put up an adjusted OPS of 195 or better (100 is average) at the age of 22 or younger.