Archive for Astros

Why We Still Don’t Have a Great Command Metric

To start, we might as well revisit the difference between command and control, or at least the accepted version of that difference: control is the ability to throw the ball into the strike zone, while command is the ability to throw the ball to a particular location. While we can easily measure the first by looking at strike-zone percentage, it’s also immediately apparent that the second skill is more interesting. A pitcher often wants to throw the ball outside of the zone, after all.

We’ve tried to put a number on command many different ways. I’m not sure we’ve succeeded, despite significant and interesting advances.

You could consider strikeout minus walk rate (K-BB%) an attempt, but it also captures way too much “stuff” to be a reliable command metric — a dominant pitch, thrown into the strike zone with no command, could still earn a lot of strikeouts and limit walks.

COMMANDf/x represented a valiant attempt towards solving this problem by tracking how far the catcher’s glove moved from the original target to the actual location at which it acquired the ball. But there were problems with that method of analysis. For one, the stat was never made public. Even if it were, however, catchers don’t all show the target the same way. Chris Iannetta, for example, told me once that his relaxation moment, between showing a target and then trying to frame the ball, was something he had to monitor to become a better framer. Watch him receive this low pitch: does it seem like we could reliably affix the word “target” to one of these moments, and then judge the pitch by how far the glove traveled after that moment?

How about all those times when the catcher is basically just indicating inside vs. outside, and it’s up to the pitcher to determine degree? What happens when the catcher pats the ground to tell him to throw it low, or exaggerates his high target? There are more than a few questions about an approach affixed to a piece of equipment, sometimes haphazardly used.

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Dallas Keuchel Is Going Full Ziegler

The Houston rotation is more than one man, but no one man is more important for the rotation than Dallas Keuchel. Peripherals aside, Keuchel didn’t have the year he wanted to have in 2016, having to fight most of the way through shoulder discomfort. Related to that, Keuchel saw his ERA jump from 2.48 to 4.55. There were downs, and there were ups, but Keuchel and the Astros came in this season looking for a far greater performance. Give the Astros a 2015 version of Keuchel and the rotation would feel plenty more stable.

Three starts in, Keuchel’s allowed a total of two runs. He’s gotten some of his grounders back, and he’s seeing positive results again off of his sinker. It’s fair to wonder, then, whether Keuchel has re-discovered his old form. The reality of it? Not exactly. There’s a similar-looking pitcher here, sure, but Keuchel hasn’t succeeded through the 2015 approach. Rather, he’s gone the full Brad Ziegler.

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George Springer: More Valuable Than Ever

When we think about how parks affect players, we generally think of it in the context of hitting and pitching. Bring the fences in and batters will hit more homers. Build a taller wall or a whole new park with bigger dimensions, and pitchers are going to have an easier time preventing the long ball.

For the Houston Astros and George Springer, however, the removal of Tal’s Hill has added significance. While it might add a homer or two to Springer’s home-run ledger, the greater impact is likely to be a defensive one. This represents Springer’s first season as Houston’s starting center fielder. With four homers already to his name this year, Springer is making a big impact with the bat. His ability to play the more demanding outfield position — one now free of deadly obstacles — also deepens the Astros’ excellent lineup.

In the minors, Springer primarily played center field, getting 244 of his 267 starts at the position as he ascended through Houston’s minor-league system. Once he got to the majors, though, he was moved to a corner while a combination of Dexter Fowler, Carlos Gomez, Jake Marisnick, Colby Rasmus, and even Alex Presley all got time there. Of those players, the only real plus defender — accounting for Gomez’s hip problems — was Marisnick. Fowler, meanwhile, provided the only decent bat Houston has featured in center field, and that was back in 2014. Springer ended up starting just 16 games in center field from 2014 to 2016 — and 10 of those were on the road. The removal of Tal’s Hill helps to facilitate Springer’s transition to a full-time role in center field. The team sacrifices a little on defense in favor of Springer’s offensive ability over Jake Marisnick’s.

Springer has been a positive out in right field for the Astros since joining the team three years ago, posting positive numbers in both UZR (+2.5) and DRS(+10) over nearly 3,000 innings. While certainly solid, such numbers don’t cry out for a great defensive challenge for Springer. Prior to this season, they likely discouraged time in center field, especially in Houston. With a center-field fence extending out to 440 feet and a gigantic hill to make everything more difficult, Springer’s range likely would have been exposed. For one of the team’s best hitters, it might have put him at increased injury risk given his penchant for running into walls.

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The Astros Might Need a First Baseman

For most of the winter and a good chunk of spring training, the Astros have been speculated as a potential landing spot for Jose Quintana. Reports are that they’ve made offers to the White Sox to add the left-hander to their rotation, and now that Collin McHugh has been shut down for six weeks during his rehab stint, the fit seems even better than it did over the off-season.

But while Jose Quintana would help any team, I still look at Houston’s rotation and see a pretty decent group there. Dallas Keuchel and a healthy (for now, at least) Lance McCullers are a quality pair at the front of the rotation, and while a back-end of Charlie Morton, Joe Musgrove, and Mike Fiers isn’t the strongest group #3-#5 in the game, all three project as roughly league average hurlers, and McHugh is better than that if he gets healthy. Toss in the possibility of stretching out Chris Devenski — who has looked amazing in his two long relief stints this year — or promoting one of their promising arms from the minors, and there’s depth here beyond a strong top two.

So instead of talking about their starting pitching, perhaps the Astros should start thinking about using their surplus of quality prospects to land a first baseman. Because while it’s still early, the evidence is mounting that they may have a real problem there.

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Top 21 Prospects: Houston Astros

Below is an analysis of the prospects in the Houston Astros farm system. Scouting reports are compiled with information provided by industry sources as well as from my own observations. The KATOH statistical projections, probable-outcome graphs, and (further down) Mahalanobis comps have been provided by Chris Mitchell. For more information on the 20-80 scouting scale by which all of my prospect content is governed you can click here. For further explanation of the merits and drawbacks of Future Value, read this. -Eric Longenhagen

The KATOH projection system uses minor-league data and Baseball America prospect rankings to forecast future performance in the major leagues. For each player, KATOH produces a WAR forecast for his first six years in the major leagues. There are drawbacks to scouting the stat line, so take these projections with a grain of salt. Due to their purely objective nature, the projections here can be useful in identifying prospects who might be overlooked or overrated. Due to sample-size concerns, only players with at least 200 minor-league plate appearances or batters faced last season have received projections. -Chris Mitchell

Other Lists
NL West (ARI, COL, LAD, SD, SF)
AL Central (CHW, CLE, DET, KC, MIN)
NL Central (CHC, CIN, PIT, MIL, StL)
NL East (ATL, MIA, NYM, PHI, WAS)
AL East (BAL, BOSNYY, TB, TOR)
NL West (LAA)

Astros Top Prospects
Rk Name Age Highest Level Position ETA FV
1 Francis Martes 21 AA RHP 2018 60
2 Kyle Tucker 20 A+ OF 2019 55
3 Franklin Perez 19 A RHP 2020 50
4 Forrest Whitley 19 R RHP 2019 50
5 Ramon Laureano 22 AA OF 2017 50
6 David Paulino 23 MLB RHP 2017 50
7 Derek Fisher 23 AAA OF 2017 45
8 Teoscar Hernandez 24 MLB OF 2017 45
9 Gilberto Celestino 18 R OF 2020 45
10 Daz Cameron 20 A OF 2020 45
11 Miguelangel Sierra 19 A- SS 2020 45
12 Cionel Perez 20 R LHP 2019 40
13 Garrett Stubbs 23 AA C 2018 40
14 Jandel Gustave 24 MLB RHP 2017 40
15 JD Davis 23 AA 3B 2017 40
16 Ronnie Dawson 21 A- OF 2020 40
17 Framber Valdez 23 A+ LHP 2017 40
18 Hector Perez 20 A RHP 2020 40
19 Freud Nova 17 R SS 2021 40
20 Jake Rogers 21 A C 2019 40
21 Lupe Chavez 19 R RHP 2020 40

60 FV Prospects

Signed: July 2nd Period, 2012 from Dominican Republic
Age 21 Height 6’0 Weight 170 Bat/Throw R/R
Tool Grades (Present/Future)
Fastball Curveball Changeup Command
60/60 60/70 45/55 40/55

Relevant/Interesting Metrics
Recorded strikeout and walk rates of 25% and 9%, respectively, at Double-A.

Scouting Report
The story of Martes’s acquisition is well told. The effects of the deal are obviously still resonating atop Houston’s prospect list, but perhaps more significant is the way that deal changed the way complex-level ball is scouted. Since Martes was unearthed in the GCL, more and more scouts are being assigned to rookie ball in Florida and Arizona. Some clubs have scout(s) here every year, others tailor their coverage based on where they are on the competitive spectrum, with rebuilding clubs more likely to have scouts here than ones who, if they make a trade, are hunting big leaguers instead of teenage lottery tickets. So while Martes has a chance to make a significant impact on an Astros club poised to compete for their division and, maybe, a World Series, the ripples through the industry created by his acquisition are arguably more significant. Okay, on to Martes as a prospect…

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Four Reasons Why Houston’s Pitching Is in Excellent Shape

It’s not a question of whether the Astros are good. There’s near-unanimous agreement that the Astros are good, and the only people who disagree haven’t been paying attention. It’s more a question of how good the Astros really are. Are they as good as a wild-card contender? Are they as good as a runaway division favorite? I don’t know! Nobody does. But like any team, the Astros could be improved. And over the past several months, rumors circled around a similar theme: The Astros could use an ace.

Reports linked them to Chris Archer. Reports linked them — and continue to link them! — to Jose Quintana. Reports linked them to Chris Sale. And so on, and so on. A great starting pitcher could improve any team, but the idea implied has been that the Astros pitching staff could be some kind of vulnerability. The offensive depth is there. The group of pitchers? More question marks.

The Astros haven’t pulled the trigger on a pitching trade. They still could, and any number of things could go wrong. But the team has steadfastly believed its pitching is just fine. In the early going, there have been four positive signs in particular. Or, if not that, four positive reminders. Let’s run through some big reasons why the Astros probably count as one of the best teams around.

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Dallas Keuchel Is Trying to Recreate the Magic

After winning the Cy Young award in 2015, Dallas Keuchel had a follow-up campaign that really can only be described as disappointing. His ERA ballooned from 2.48 – good for second in the AL that year – to 4.55, 32nd in the AL out of 39 qualified pitchers.

A glance at Keuchel’s peripherals indicates that his fall may not have been as dramatic as it seemed, as his xFIP was a solid 3.53 — the second-best mark of his career, actually, after adjusting for league and park. But a pitcher who sees his ERA rise by over two runs certainly isn’t content to rely on things to right themselves. So Keuchel took matters into his own hands.

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Presenting Your 2017 AL Cy Young Winner: Lance McCullers

This morning, Paul Swydan posted our Staff Predictions for the 2017 season. Because most of the people who write for FanGraphs, RotoGraphs, or The Hardball Times are at least a little bit data-oriented, the picks end up being pretty similar to what our projections say. The Cubs have the best team in the NL Central, and statistically, they have the best chance of winning the division, so they’re the logical choice for everyone to predict as the NL Central winner. Mike Trout is the logical pick for AL MVP, now that voters have shown they’ll give him the award even if his team doesn’t win, because he’s the best player in the league. And so on and so on.

But as we’ve noted before, projections are not predictions. Projections are the mean outcome in a probability distribution, and aim to identify the area in the middle of a bell curve. But the most likely outcome in of a series of possible outcomes may itself still be quite unlikely. A curve with probabilities of 10%, 15%, 25%, 25%, 15%, and 10% would result in a projection around the 25% probability marks, but you wouldn’t want to confidently predict that the 25% outcome is likely to occur, because 75% of the time, your prediction would be “wrong”.

So, if you look at the staff predictions table, you’ll notice that I made a few non-traditional picks. I went with the Yankees in the AL East, for instance, and I picked Lance McCullers to win the AL Cy Young. I don’t think the Yankees are the best team in their division, nor do I think McCullers is the best pitcher in the American League, but the fun thing about baseball is that, in one season, the results aren’t governed by the bell curves. Weird things happen, and since our predictions are just meaningless guesses, we might as well have fun with them and try to give ourselves a chance to say “I told you so!” in six months.

But I didn’t pick Lance McCullers to win the Cy Young just to be contrarian. While it’s pretty likely that a Chris Sale or a Corey Kluber has higher odds of winning right now, a healthy McCullers might have better odds than his reputation would suggest.

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The Tools of Baseball’s Fly-Ball Revolution

There’s a revolution happening in the batting cage. We’ve noticed that batted-ball data is changing slightly and that hitters are saying different things about the intentions of their swings. But on the ground, where these hitters are training to improve, a few new tools have appeared that are helping those hitters to realize their intentions with better results. Those tools make a link between hitting and pitching that may open our eyes to the possibility of better development practices in both places.

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The Cubs, Astros, and Paying the Young Superstars

Major League Baseball has an interesting economic system, including a pay scale that is intentionally designed to limit the salaries of young players in order to funnel more money to veterans. All players with less than two full years of experience (and most with less than three) effectively have their salaries dictated to them, with no recourse to move the needle in any real fashion. Until a player becomes arbitration eligible, teams get to decide how much they want to pay a player in a given year, and there is nothing the player can do to change that number.

So, naturally, most pre-arbitration players make something close to the league minimum. With no market forces to force prices upwards, or even an arbitration panel to select between two options, there is just nothing in place to push pre-arb salaries up, and teams generally haven’t seen much value in paying higher wages to pre-arb players than they have to.

That might be slowly changing.

This week, the Cubs agreed to pay Kris Bryant $1.05 million for 2017, the highest salary ever awarded to a player with less than two years of service. Bryant’s salary is $50,000 more than Mike Trout got from the Angels back in 2014, and a $400,000 raise over what he made last year. Clearly, the Cubs wanted to reward the reigning NL MVP for helping bring the Cubs their first championship in over a century, and likely also wanted to avoid the negative publicity that would come from looking cheap right after reaping the financial benefits of a World Series title. In addition to giving Bryant the highest pre-arb contract a team has ever doled out, the Cubs also gave out substantial raises to Kyle Hendricks ($760K), Addison Russell ($644K), and Javier Baez ($609K).

Meanwhile, over in Boston, the Red Sox offered Mookie Bets $950K, but he declined to sign the contract, saying that he had a different price in mind. Because Betts has no actual leverage, the Red Sox simply renewed his contract unilaterally at their $950K offer. Betts will now get the third-highest salary for a pre-arb player ever, but he also took what he felt was a principled stand in not actually signing a contract that pays him less than he feels he’s worth.

So, in a few high profile examples, we’ve seen teams give significant raises to their best young players, perhaps attempting to buy some goodwill or some positive publicity for the kind of money that doesn’t really have any impact on a team’s bottom line. But this is still the exception, as most teams continue to determine pre-arb prices by simply creating an algorithm that looks at a player’s statistics and gives them an extra $10K or $20K above the league minimum depending on how they’ve performed in their first few years in the majors.

By simply citing a calculation that treats everyone the same way, teams can claim some degree of equity in a system designed to be unfair to these players, and the salary-by-algorithm model takes away most of the need for negotiation. The team simply says “this is what our model spits out”, and then, most organizations leave a little wiggle room to move up $5K to $10K from the calculated wage in order to give the agent the chance to tell the player they were able to negotiate his salary up slightly.

But this kind of no-leverage-negotiation doesn’t always go well, and some teams use the renewal ability to create a disincentive to not sign the contract, which often creates a small story for the media and pushes the wage structure back into the public eye, where fans are reminded that their best young players have no real say in their early-career wages. This is likely what happened in Houston last week, when the Astros renewed Carlos Correa for the league minimum, which is $535,000 for 2017.

We don’t know the specifics of the negotiation, but in talking with people who work for other teams, the belief within the game is that a minimum renewal for a player of Correa’s stature was probably threatened in order to try and induce him to sign the contract the team offered, and then the team felt obligated to follow through once Correa wasn’t willing to sign. This is a different approach from the one Boston took, where they didn’t create a punitive secondary offer for not signing, and Betts was able to take a cost-free stance on not signing his contract. Correa’s resistance to signing for what Houston may have originally offered likely did cost him some money.

From a pure publicity standpoint, the Cubs and Red Sox certainly look better in this ordeal than the Astros do, but I don’t think this is all as simple as “Chicago good, Houston evil”.

After all, the extra money the Cubs are giving Bryant in his pre-arb years pales in comparison to the money they cost him by sending him to Triple-A to begin the 2015 season, which delayed his free agency by a year. Not long ago, the Cubs chose to use the rights given them under the CBA to create as much value for their organization as they could, even though it came at the expense of Bryant’s future earnings. The Astros could argue that they are simply doing the same thing, using the rules that everyone agreed to in order to maximize the amount of money they have available to spend on free agents.

But a league-minimum renewal for Correa certainly doesn’t help the Astros reputation, which already could use some work. Even if they don’t believe that paying Correa a bit more than the league minimum is likely to buy them any future discount in arbitration or extension pricing — and there’s not much evidence to suggest that a player is going to leave a large amount of money on the table as a thank you for giving him an extra $50K or $100K a couple of years ago — it would seem that at least a few other organizations are acknowledging that there’s some value in rewarding young superstars with raises substantial enough to show up in a player’s bank account, rather than calibrating the salary algorithm to hand out minuscule increases simply because they can.

In the end, the Astros can probably say this will all be forgotten, and they’re probably right about that. And while it’s easy to make them the bad guys here, they’re participating in the system that the MLBPA has pushed for, and the union has made little effort to escalate the salaries of young players, instead focusing their efforts on trying to get teams to be able to pay as much as possible to veteran free agents. By giving pre-arb players no leverage in negotiations, the reasonable expectation is that teams are going to hold down costs for those players, and the union has continued to agree to that system as the accepted salary scale.

But with the Cubs and Red Sox bucking the trend, at least with a few of their best players, the Astros don’t look great here. And perhaps that negative P.R. will become the thing that puts at least some upwards pressure on salaries for young superstars. With teams rolling in money from their local TV contracts, there doesn’t seem to be much benefit to holding a hard line on wages for franchise players. Even though the Cubs gesture to Bryant is probably not going to get them any kind of discount on a long-term contract, and they can’t really be lauded for player-friendly tactics given how they handled the timing of his debut, at least there appears to be some move towards compensating the game’s best players a bit more than before.

In the end, the wage structure that takes money from guys like Bryant, Betts, and Correa and gives it to less-talented veterans is still one the union has tacitly endorsed, and if the players want this system to change, they’re going to have to impress upon their union to fight for a different pay model in the next CBA negotiations. But perhaps the Cubs and Red Sox paying their stars nearly $1 million each will make it less palatable for future teams to follow the Astros model, and baseball’s equivalent of peer pressure can serve as something of a market force for players who have no other leverage.