astros logo

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.

Mariners interested in free agent outfielder Nori Aoki

AP Photo/Ben Margot
Leave a comment

New Mariners general manager Jerry Dipoto has kept pretty busy in his short time on the job and Bob Dutton of the Tacoma News Tribune reports that free agent outfielder Nori Aoki could be his next target. The club recently pursued a trade for Marlins outfielder Marcell Ozuna, but the asking price has them looking at alternatives.

Aoki, who turns 34 in January, has hit .287 with a .353 on-base percentage over four seasons since coming over from Japan. He was having a fine season with the Giants this year prior to being shut down in September with lingering concussion symptoms.

The Giants decided against picking up Aoki’s $5.5 million club option for 2016 earlier this month, but he should still do pretty well for himself this winter assuming he’s feeling good.

Report: Johnny Cueto is believed to be looking for a $140-160 million deal

AP Photo/Matt Slocum
Leave a comment

It was reported Sunday that free agent right-hander Johnny Cueto had turned down a six-year, $120 million contract from the Diamondbacks. He’s hoping to land a bigger deal this winter and ESPN’s Jerry Crasnick has heard some chatter about what he’s looking for.

Jordan Zimmermann finalized a five-year, $110 million contract with the Tigers today, which works out to $22 million per season. Arizona’s offer to Cueto checked in at $20 million per season. A six-year offer to Cueto at the same AAV (average annual value) as Zimmermann would put him at $132 million, which is still a little shy of the figure stated by Crasnick. Of course, Cueto owns a 2.71 ERA (145 ERA+) over the last five seasons compared to a 3.14 ERA (123 ERA+) by Zimmermann during that same timespan, so there’s a case to be made that he should get more. Still, he’s the clear No. 3 starter on the market behind David Price and Zack Greinke.

CBS Sports’ Jon Heyman reports that the Dodgers, Giants, Red Sox, and Cubs are among the other teams who have interest in Cueto. One variable in his favor is that he is not attached to draft pick compensation, as he was traded from the Reds to the Royals during the 2015 season.

Report: Around 20 teams have contacted the Braves about Shelby Miller

AP Photo/John Bazemore
Leave a comment

The rebuilding Braves have already been active on the trade market and they might not be done, as CBS Sports’ Jon Heyman reports that right-hander Shelby Miller has been a very popular name. In fact, around 20 teams have checked in.

Nothing is considered close and the Braves have set a very high asking price, mostly centered around offense. They asked for right-hander Luis Severino in talks with the Yankees and would expect outfielder Marcell Ozuna among other pieces from the Marlins. The Diamondbacks and Giants are among the other interested clubs.

Miller is under team control through 2018, so there’s not necessarily a sense of urgency to move him, but anything is possible with the way the Braves are doing things right now. The 25-year-old is coming off a year where he went 6-17, but that was about really rotten luck more than anything else, as he had a fine 3.02 ERA and 171/73 K/BB ratio over 205 1/3 innings. The Braves gave him the worst run support of any starter in the majors.

Mets expected to tender a contract to Jenrry Mejia

NEW YORK, NY - JULY 12:  Jenrry Mejia #58 of the New York Mets reacts as he walks off the field after getting the final out of the seventh inning against the Arizona Diamondbacks at Citi Field on July 12, 2015 in the Flushing neighborhood of the Queens borough of New York City.  (Photo by Jim McIsaac/Getty Images)
Photo by Jim McIsaac/Getty Images

Jenrry Mejia appeared in just seven games this past season due to a pair of suspensions for performance-enhancing drugs, but Adam Rubin of ESPN New York reports that the Mets are expected to tender him a contract for 2016.

While the Mets were vocal about their disappointment in Mejia’s actions, it makes sense to keep him around as an option. Had he played a full season in 2015, he would have earned $2.595 million. He’s arbitration-eligible for the second time this winter and figures to receive a contract similar to his 2015 figure, but he’ll only be paid for the games he plays. He still has 100 games to serve on his second PED suspension, which means that he’ll only be paid for 62 games in 2016. This likely puts his salary closer to $1 million, which is a small price to pay for someone who could prove useful during the second half and beyond. He also won’t count toward the team’s 40-man roster until he’s active.

Mejia, who turned 26 in October, owns a 3.68 ERA in the majors and saved 28 games for the Mets in 2014. He’s currently pitching as a starter in the Dominican Winter League.