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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.

Clayton Kershaw can win in the postseason! Who knew?

Clayton Kershaw
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Sometime after their Game 2 loss to the Rangers last week, the Blue Jays decided they trusted Marcus Stroman more than Cy Young candidate David Price in a potential Game 5 start. Such is the power of a postseason slump.

It can lead to one of the best hitters in the world being dropped to the eighth spot in the lineup. It can lead to quality regulars sitting at highly irregular times. In the postseason, what you did yesterday matters 10 times as much as what you did last month, usually not for the better.

Fortunately, Clayton Kershaw never had to worry about being skipped because of his postseason struggles. Even calling them struggles overstate the reality. In his previous three postseason starts, Kershaw had:

  • Allowed two runs over six innings in Game 1 of the 2014 NLDS against the Cardinals before being left in to give up a whopping six runs in the seventh
  • Pitched six scoreless innings on three days’ rest in Game 4 of the 2014 NLDS before giving up a three-run homer in the seventh
  • Allowed one run over 6 2/3 innings in Game 1 against the Mets before his two inherited runners came around to score off the pen
So, yes, Kershaw entered Tuesday’s outing against the Mets with a 4.99 postseason ERA, but he had turned in six quality starts in nine tries, allowing one earned run or fewer three times. It wasn’t nearly regular-season Kershaw, but it also wasn’t as bad as the ERA suggests, not when he’d been the victim of slow hooks and lousy bullpen support.

And, really, Tuesday’s win over the Mets didn’t seem much different at all than Kershaw previous couple of postseason starts, at least through six innings. Maybe the fastball was amped a bit. The real difference this time was that he made it through the seventh. Best of all, since he was on three days’ rest, Don Mattingly wasn’t tempted to send him back out for the eighth at 94 pitches, as he probably would have done had Kershaw been on normal rest. The bullpen took over and turned in two hitless innings in the 3-1 win, sending the NLDS back to Los Angeles for a decisive Game 5 on Thursday.

It’s completely unnecessary redemption for Kershaw, who had nothing in need of redeeming. But it’ll keep the trolls quiet for now and also all winter if Kershaw doesn’t get the chance to pitch again. He’d surely prefer to risk the chance of failure again next week in the NLCS.

Clayton Kershaw, Dodgers top Mets in Game 4 of NLDS to force a Game 5

AP Photo/Kathy Willens

There will be a decisive NLDS Game 5 on Thursday evening in Los Angeles.

Clayton Kershaw yielded just three hits and struck out eight batters over seven innings of one-run ball and Justin Turner hit his fourth double of the series — a two-run poke down the left field line in the top of the third inning — as the Dodgers defeated the Mets 3-1 in Game 4 of the National League Division Series on Tuesday night at Citi Field.

Kershaw’s past postseason demons peaked their head out when Yoenis Cespedes reached on an infield single to lead off the bottom of the seventh, but there was no Matt Adams or Matt Carpenter to make him pay this time around. Kershaw retired the next three batters in order and then gave way to reliever Chris Hatcher for the eighth inning having thrown 94 pitches on short rest.

The only run Kershaw allowed was on a Daniel Murphy solo shot in the fourth inning. The other two hits he surrendered were singles.

Los Angeles’ bullpen answered the call after Kershaw’s departure, with Hatcher and closer Kenley Jansen combining to post two big zeroes on the scoreboard in Queens. Jansen secured the final four outs, earning his fifth career postseason save and second this October.

Jacob deGrom is lined up for the Mets and Zack Greinke will be on the hill for Los Angeles in the loser-goes-home tilt Thursday at Dodger Stadium. This series is shaping up to be a classic.

The winner Thursday will face the Cubs in the National League Championship Series.

Video: Justin Turner gives Dodgers early Game 4 lead with two-run double

AP Photo/Julie Jacobson
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Clayton Kershaw has looked sharp on the mound and at the plate so far in this must-win NLDS Game 4 at New York’s Citi Field.

After no-hitting the Mets in the first two frames, Kershaw smacked a one-out single to left-center field in the top of third inning. Howie Kendrick followed soon after with a two-out single to left and then Adrian Gonzalez blooped a ball to shallow center that drove in Enrique Hernandez, who had reached earlier on a fielder’s choice grounder to second base.

That all set up this Justin Turner two-run double down the left field line that put Los Angeles up 3-0

That’s now four doubles this postseason for Turner, which is a Dodgers franchise record for the Division Series. Los Angeles is trying to force a Game 5.