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Must-Click Link: Inside the Astros front office


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.

The Cubs clinch World Series berth with NLCS Game 6 win

CHICAGO, IL - OCTOBER 22:  The Chicago Cubs celebrate defeating the Los Angeles Dodgers 5-0 in game six of the National League Championship Series to advance to the World Series against the Cleveland Indians at Wrigley Field on October 22, 2016 in Chicago, Illinois.  (Photo by Dylan Buell/Getty Images)
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After 71 years, the Cubs are headed back to the Fall Classic.

The dominance with which Clayton Kershaw attacked the Cubs in Game 2 of the NLCS was nonexistent in Game 6 as the Dodgers’ ace loaded the bases to start the first inning and scattered five extra bases and five runs over five frames. By the time Dave Roberts pulled his starter in the sixth inning, Kershaw was sitting on a Game Score of 33, the lowest he’s mustered since the start of the 2015 season. Only one of his strikes came via curveball, and whether he was having difficulty locating his off-speed stuff or felt more confident with the fastball-slider combo, it was the fewest curves he’d seen land for strikes all year (per David Adler).

Where the Dodgers were able to give Kershaw the edge in Game 2, they found themselves powerless against opposing hurler Kyle Hendricks. Hendricks turned out 7 1/3 scoreless frames with two hits and six strikeouts, preserving the Cubs’ second shutout of the postseason and the first since they bested the Giants in Game 1 of the NLDS. After his 1-0 loss to the Dodgers early in the NLCS, seeing the MLB ERA leader turn out a gem was a relief for the Cubs, especially one as spectacular as an 88-pitch two-hitter.

With Hendricks effectively stymieing the Dodgers’ best attempts to get on base, the Cubs played to their strengths at the plate. Kris Bryant and Ben Zobrist cleared the bases in the first inning for a two-run lead, followed by a Dexter Fowler RBI single in the second. Willson Contreras came through in the fourth inning for the Cubs, lifting an 87 m.p.h. slider to left field for his first home run of October, while Anthony Rizzo hit his second homer of the postseason on a 1-1 fastball in the fifth.

Neither bullpen allowed a single run from the sixth inning onward. Dodgers’ right-hander Kenley Jansen took the ball from Kershaw in the sixth, scattering four strikeouts over three innings and denying the Cubs so much as a single baserunner through the end of the game. Aroldis Chapman, meanwhile, issued just one walk in 1 1/3 scoreless frames, inducing a Yasiel Puig double play to clinch the Cubs’ 17th franchise pennant.

With the win, the Cubs will face off against the Indians in Game 1 of the World Series on Tuesday at 8 PM EDT. And, in case you needed a reminder:

Video: Willson Contreras blasts first postseason home run off of Kershaw

CHICAGO, IL - OCTOBER 22:  Willson Contreras #40 of the Chicago Cubs celebrates after hitting a solo home run in the fourth inning against the Los Angeles Dodgers during game six of the National League Championship Series at Wrigley Field on October 22, 2016 in Chicago, Illinois.  (Photo by Jonathan Daniel/Getty Images)
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So much for Clayton Kershaw posing a threat tonight. The Cubs got their knocks in early and often against the Dodgers’ ace during Game 6 of the NLCS, racking up three runs in the first three innings before rookie catcher Willson Contreras unleashed his first postseason home run in the bottom of the fourth inning.

According to’s Phil Rogers, Contreras became the 10th Cub to homer in the 2016 playoffs, following big hits by Addison Russell, Anthony Rizzo, Dexter Fowler, Miguel Montero, David Ross, Jake Arrieta, Kris Bryant, Travis Wood, and Javier Baez. Of the ten home run hitters, Contreras joins catchers David Ross and Miguel Montero as yet another backstop capable of driving the long ball (and, less importantly, as another player capable of a sweet, sweet bat flip).

Rizzo, whose last homer was a deep drive to right field off of Los Angeles right-hander Pedro Baez in Game 4 of the NLCS, piled on Kershaw’s five-run outing with another home run in the bottom of the fifth inning. Kershaw called it a night after five frames, and the Cubs currently lead the Dodgers 5-0 in the sixth inning.