Archive for Astros

FanGraphs Audio: Dave Cameron Analyzes All the Strikeouts

Episode 639
Dave Cameron is both (a) the managing editor of FanGraphs and (b) the guest on this particular edition of FanGraphs Audio, during which edition he examines Houston’s relative weakness at first base and designated hitter, the possible implications of Baltimore’s strikeout-heavy lineup following the acquisition of Pedro Alvarez, and a potential blindspot in the BaseRuns run and win estimator.

This edition of the program is sponsored by Draft, the first truly mobile fantasy sports app. Compete directly against idiot host Carson Cistulli by clicking here.

Don’t hesitate to direct pod-related correspondence to @cistulli on Twitter.

You can subscribe to the podcast via iTunes or other feeder things.

Audio after the jump. (Approximately 33 min play time.)

Read the rest of this entry »


The Astros’ Interesting 1B/DH Dilemma

The Houston Astros are, in some ways, an odd team. Their best hitter is their 21 year old shortstop, and then their next best hitters are a toolsy outfielder and a 5’5 second baseman. Pretty much around the field, the team has stockpiled well-rounded players, and they have a lot of good athletes who are also good hitters, giving them significant depth in their line-up. In fact, our depth charts project them to get average or better production from seven of their nine spots, and gives them one of the best up-the-middle groups in all of baseball.

But their line-up also has a couple of notable weak spots: first base and designated hitter. These are ostensibly the two easiest positions on the diamond to fill, given that you can focus primarily on offensive production at those spots, widening the pool of available options, but while the Astros have found quality performers at every other spot, they’ve struggled to find guys who specialize in just hitting. Last year, the team got just a 104 wRC+ from their first baseman, and a 101 wRC+ from their designated hitters, ranking in the bottom tier in the league at both positions.

Incumbent first baseman Chris Carter was non-tendered for his lack of production, but interestingly, the team didn’t really make any moves to replace him, and will instead rely on an in-house mix of candidates while looking to get better production than they did a year ago. While there weren’t a lot of quality first baseman moving around this winter, they could have theoretically gotten involved in the Todd Frazier bidding, or gone for a lower-upside play like Yonder Alonso or Adam Lind. But the team was apparently comfortable with what they had internally, and are now using spring training to sort out who is going to grab the jobs at the two bat-first positions. Let’s take a look at those options.

Read the rest of this entry »


One Early-Spring Change to Believe In

Every year, we go through spring training, and every year, we mostly ignore it, so, every year, we get asked what, if anything, really matters out of these preseason contests. For me, the answer has remained the same. As hitters go, it’s difficult to find substance, although you might be able to read into any newfound power to the opposite field. That’s what tipped me off a few years ago to the coming emergence by Michael Saunders. It’s a little easier to get into pitchers, and while it can be fun to track any progress by newly-adopted pitches, it mainly comes down to velocity. There’s not really any “faking” velocity. Any velocity spike warrants attention. Any velocity drop warrants different attention.

It’s simplistic, sure, and it can be a little annoying, because some pitchers are still building up their arm strength, and spring-training velocities aren’t widely available. If you focus on velocity, though, you have the best chance of keeping signal separated from noise. You have a decent chance of not being deceived, and with all this in mind, I’ve already seen one particularly encouraging note. When the Astros signed Doug Fister, he was something of a reclamation project. He might already be most of the way fixed.

Read the rest of this entry »


Sal Perez and Awarding Contract Extensions Out of Fairness

Earlier this week, Salvador Perez and the Kansas City Royals agreed on a second contract extension. In terms of financial need or justification for the Royals, there weren’t any compelling reasons for the Royals to sign Perez to another extension when his previous contract kept Perez under control through the 2019 season. Even with no extensions, Perez would not have been a free agent until after this season. In his analysis of the deal, Jeff Sullivan focused on the human element of the deal and being fair to Perez. Ken Rosenthal wondered if this would start a trend and named a few other players who might benefit from teams deciding to be a bit more fair. Perez is certainly not the first player to sign a very team-friendly deal, but he is also not the first player to be awarded a second deal despite having a number of years still left on his first contract.

In Rosenthal’s piece, he acknowledges that Perez was a “special case,” noting that the Royals catcher had recorded just 158 plate appearances at the time he signed the contract. That lack of experience led to a very low guarantee and the three team options that would have prevented Perez from reaching free agency for another four seasons. While acknowledging both the lack of need and the recognition of fairness, Rosenthal suggested six other players who might fit the same bill as Perez, although perhaps on a smaller scale given their larger guarantees: Paul Goldschmidt, Anthony Rizzo, Jose Altuve, Chris Sale, Madison Bumgarner and Chris Archer.

On the whole, these types of extensions save massive amounts of money for teams, but we can take a look at the contracts Rosenthal discusses and compare them to Perez’s to see if they are actually close. The first few columns of the table below should be self-explanatory, but the last column, FA Surplus Value, might not be. To calculate the surplus value, I took current projections, applied standard aging curves, set the cost of a win at $8 million for this year along with 5% increases in years thereafter and compared the value of the projected production to the cost for free agent years only. For the players below, their arbitration salaries have also been at a discount, so if you want to include those values, feel free to add on another 20% or so (whichever number you feel like) to capture that discount as well.

Bargain Contract Extensions
Player Years Left (w options) Dollars Left (w options) FA before Contract FA after Contract FA Surplus Value
Sale 4 $47.25 M 2016 2019 $118.2 M
Rizzo 6 $59.0 M 2018 2021 $104.1 M
Bumgarner 4 45.25 M 2016 2019 $84.9 M
Goldschmidt 4 $40.0 M 2017 2019 $68.5 M
Perez 4 $16.75 M 2016 2019 $67.0 M
Altuve 4 $20.5 M 2017 2019 $49.9 M
Archer 6 $45.25 M 2019 2021 $45.9 M

Rosenthal did a very good job identifying the super-team-friendly contracts. Perez falls right in the middle of those contracts in terms of surplus value, but what makes his case different is the very low salary-level in relation to the other players — this, even if his options had been picked up. The top-four players on that list are massive bargains, but at least they will be paid around $10 million or more per year — double that of Perez. Altuve is in nearly the same boat as Perez in terms of salary, but he gave up just two years of free agency, which limits the surplus value.

Looking back through MLB Trade Rumors’ extension tracker, I identified players who were locked up to a second extension while still possessing multiple years on their first one. The idea: to find some sort of precedent for the Perez contract, or perhaps something closer to the situations of Sale, Bumgarner, Goldschmidt and Rizzo. Certain names come to mind immediately when considering players who’ve received a second extension while still playing on the first. Miguel Cabrera, for example. And Ryan Howard. These are classic cases of a team mistakenly extending players before they’d have to, but neither case is really similar to Perez’.

Read the rest of this entry »


Domingo Santana as George Springer

Every player in baseball is having a good year. I mean it! No one’s had time to screw it up yet. Every prospect is going to be a star. The pitchers will all remain healthy. Any veteran whose career took a nosedive last year is on track to regain his old form. All the guys who played over their head have shown no indication they can’t maintain last year’s pace. Spring Training games don’t even count!

And all of the hulking 23-year-olds with tools through the roof and devastating contact problems haven’t swung and missed one time yet! What contact problems?

It’s only natural, as the fake-games begin and the regular season breaches the horizon, that we develop irresponsible fixations upon certain players. The way I see it is this: players have upside, and they have downside. Upside is always present — it’s like this mythological thing that cannot be seen or touched or heard or felt, but we know that it exists. But with the regular season comes meaningful games, and meaningful games present scenarios that remind you of your fixation’s flaws, the very things that will prevent Him from reaching His upside. During the offseason, those flaws cannot be seen; only upside exists, and we dream big.

I’m here to talk about Domingo Santana. But first, I want to talk about George Springer.

Read the rest of this entry »


Betts, Springer, and Other Contract-Extension Candidates

As teams begin full workouts in Spring Training, they get the opportunity to make sure that all of their players arrive healthy and in good shape to start the season. While they likely pay attention to all players, of particular interest are those players who their second or third years in the big leagues. These players are still making the major league minimum salary and, as a result, are the best candidates to approach regarding a long-term extension. Such deals offer players with their first real shot at big-time money, and often pay off down the line for teams: indeed, as my research indicates, teams saved more than half a billion dollars on long-term extensions signed from 2008 to 2011. While the number of candidates for contract extensions isn’t as numerous as in previous seasons, there are a few potential stars.

While players and clubs certainly can agree on contract extensions during the winter, it’s less common for players who have yet to reach arbitration. The only long-term extensions signed this past offseason were between Dee Gordon and the Miami Marlins and Brandon Crawford and the San Francsisco Giants — and, in both cases, the relevant player was entering his second year of arbitration. Last year around this time, I discussed potential position-player candidates for extensions, and named eight players. Of those eight, four agreed to extensions: Brian Dozier, Juan Lagares, Adam Eaton, and Christian Yelich, although Dozier’s deal did not cover any free agent seasons. Adding Lagares, Eaton, and Yelich to the list from last year, here are the players who’ve been extended in the recent past.

Recent Pre-Arbitration Contract Extensions
Name Team OBP SLG wRC+ WAR Contract (Year/$M) Service Time
Mike Trout Angels .432 .557 176 10.5 6/144.5 2.070
Matt Carpenter Cardinals .392 .481 146 6.9 6/52.0 2.012
Andrelton Simmons Braves .296 .396 91 4.6 7/58.0 1.125
Starling Marte Pirates .343 .441 122 4.6 5/35.0 1.070
Jason Kipnis Indians .366 .452 129 4.4 6/52.5 2.075
Christian Yelich Marlins .362 .402 117 4.4 7/49.6 1.069
Juan Lagares Mets .321 .382 101 4.0 4/23.0 1.160
Yan Gomes Indians .345 .481 130 3.6 6/23.0 1.083
Adam Eaton White Sox .362 .401 117 3.0 5/23.5 2.030
Paul Goldschmidt Diamondback .359 .490 124 2.9 5/32.0 1.059
Allen Craig Cardinals .354 .522 137 2.7 5/31.0 2.077
Jedd Gyorko Padres .301 .444 111 2.5 5/35.0 1.016
Anthony Rizzo Cubs .342 .463 117 1.8 7/41.0 1.040

While the Allen Craig contract has not worked out, and Jedd Gyorko was unloaded to the Cardinals this offseason, the above contracts are some of the very best (for clubs) in the majors. Dan Szymborksi recently listed his 25 most team-friendly contract situations, and Marte, Rizzo, and Trout all made the list. In his most recent edition of the trade-value series, Dave Cameron ranked Trout first among all players, while Goldschmidt was third, Rizzo was seventh, and Marte, Simmons, and Yelich all cracked the top 30. Yan Gomes and Jason Kipnis also appeared on that list. Matt Carpenter, meanwhile, has worked out well for the Cardinals and Eaton put in a solid season for the White Sox, while Lagares struggled through injuries and will begin this season as the fourth outfielder for the New York Mets.

Read the rest of this entry »


KATOH Projects: Houston Astros Prospects

Previous editions: Baltimore / Boston / Chicago AL / Chicago NL / Cincinnati  / Cleveland / Colorado / Detroit.

Earlier this week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Houston Astros. In this companion piece, I look at that same Houston farm system through the lens of my recently refined KATOH projection system. The Astros have the second-best farm system according to KATOH, trailing only the Brewers. Their system lacks star power, but is easily the deepest. That’s why this post has way more words than you probably care to read.

There’s way more to prospect evaluation than just the stats, so if you haven’t already, I highly recommend you read Dan’s piece in addition to this one. KATOH has no idea how hard a pitcher throws, how good a hitter’s bat speed is, or what a player’s makeup is like. So it’s liable to miss big on players whose tools don’t line up with their performances. However, when paired with more scouting-based analyses, KATOH’s objectivity can be useful in identifying talented players who might be overlooked by the industry consensus or highly-touted prospects who might be over-hyped.

Below, I’ve grouped prospects into three groups: those who are forecast for two or more wins through their first six major-league seasons, those who receive a projection between 1.0 and 2.0 WAR though their first six seasons, and then any residual players who received Future Value (FV) grades of 45 or higher from Dan. Note that I generated forecasts only for players who accrued at least 200 plate appearances or batters faced last season. Also note that the projections for players over a relatively small sample are less reliable, especially when those samples came in the low minors.

1. AJ Reed, 1B (Profile)

KATOH Projection: 7.1 WAR
Dan’s Grade: 60 FV

Reed might have had the biggest breakout of any minor leaguer in 2015. Minor league pitching was no match for his mammoth power and copious walks, as the 22-year-old hit .340/.432/.612 between High-A and Double-A last year. If you’re looking for something to be concerned about, it’s Reed’s 20% strikeout rate. While that’s not alarmingly high, it’s a tick above average, and hints that he might have a tough time making contact against big league pitching. But otherwise, all systems are a go. It isn’t often that KATOH gets excited about a first base prospect, but it’s all in on Reed and his gaudy power numbers.

AJ Reed’s Mahalanobis Comps
Rank Name Proj. WAR Actual WAR
1 Jeff Conine 6.4 13.0
2 Pat Burrell 8.9 11.4
3 Luis Gonzalez 7.2 17.6
4 Brad Hawpe 2.8 4.2
5 Tim Belk 5.0 0.0
6 Doug Mientkiewicz 7.9 8.4
7 Mike O’Keefe 3.8 0.0
8 Jason Hart 6.6 0.0
9 Terrmel Sledge 2.2 1.8
10 Chris Carter 7.4 3.7

Read the rest of this entry »


Evaluating the 2016 Prospects: Houston Astros

EVALUATING THE PROSPECTS 2016
Angels
Astros
Athletics
Blue Jays
Braves
Brewers
Cardinals
Cubs
Diamondbacks
Dodgers
Giants
Indians
Mariners
Marlins
Mets
Nationals
Orioles
Padres
Phillies
Pirates
Rangers
Rays
Red Sox
Reds
Rockies
Royals
Tigers
Twins
White Sox
Yankees

The Astros vaulted themselves into the playoff hunt on the backs of their young talent and smart free agent buys. Now that many of those players will be staying with the major league club, you might expect the system to be relatively barren. In fact, however, it is littered with mid- to upper-range prospects that could help as soon as this year. Though Houston has decent quality and quantity of prospects, the most interesting thing about this system is how much turnover it has seen since last offseason. Only five of the top-15 prospects from Kiley’s list last year remain eligible for this year’s list, the rest gone via trade or promotion.

One of the joys of scouting Astros prospects is the run environments of their High-A and Triple-A affiliates. Many of the top prospects in the system – AJ Reed, Derek Fisher, JD Davis, Francis Martes, etc. – spent all or or part of their 2015 seasons in High-A Lancaster, quite possibly the most hitter-friendly park in the country. That fact makes it a fun task to figure out whose skills have improved versus whose have been artificially elevated by an extreme run environment. For many of them, evaluators almost have to ignore their High-A production and wait to see them in Double-A. I have to admit, Fisher fits into that category for me somewhat. It also makes Martes’ stat line look even more impressive.

For these rankings, there aren’t too many eye-opening choices for the upper spots on the list. I have AJ Reed in the number-one spot, believing his offensive ability to be strong enough to make him a more productive big-league player despite his defensive position. Besides Tyler White and Jon Kemmer jumping up this list for their potential at the plate, there’s Kyle Tucker and Derek Fisher sliding down just outside of the 50+ FV group. I don’t feel completely confident in my evaluation of Fisher yet, and Tucker is too young and raw for me to be comfortable ranking him ahead of the others above him.

Read the rest of this entry »


MLB Farm Systems Ranked by Surplus WAR

You smell that? It’s baseball’s prospect-list season. The fresh top-100 lists — populated by new names as well as old ones — seem to be popping up each day. With the individual rankings coming out, some organization rankings are becoming available, as well. I have always regarded the organizational rankings as subjective — and, as a result, not 100% useful. Utilizing the methodology I introduced in my article on prospect evaluation from this year’s Hardball Times Annual, however, it’s possible to calculate a total value for every team’s farm system and remove the biases of subjectivity. In what follows, I’ve used that same process to rank all 30 of baseball’s farm systems by the surplus WAR they should generate.

I provide a detailed explanation of my methodology in the Annual article. To summarize it briefly, however, what I’ve done is to identify WAR equivalencies for the scouting grades produced by Baseball America in their annual Prospect Handbook. The grade-to-WAR conversion appears as follows.

Prospect Grade to WAR Conversion
Prospect Grade Total WAR Surplus WAR
80 25.0 18.5
75 18.0 13.0
70 11.0 9.0
65 8.5 6.0
60 4.7 3.0
55 2.5 1.5
50 1.1 0.5
45 0.4 0.0

To create the overall totals for this post, I used each team’s top-30 rankings per the most recent edition of Baseball America’ Prospect Handbook. Also accounting for those trades which have occurred since the BA rankings were locked down, I counted the number of 50 or higher-graded prospects (i.e. the sort which provide surplus value) in each system. The results follows.
Read the rest of this entry »


The Astros Are in a Sweet Spot

As of Wednesday night, there were 57 position players projected via our depth charts to produce three wins or more. The Astros had four of them: Jose Altuve, Carlos Correa, Carlos Gomez and George Springer. That they had four of these 57 players isn’t especially unique. Houston is one of five teams to have at least four such players. But what is interesting is just how much room these four have to grow. If they hit their strides at the same time, the Astros could end up being a scary team.

How am I measuring who has the most room to grow? Via the FANS projections, of course. One of the things that I love most about our FANS projections is that they are good for pegging guys who may be on the cusp of a breakout or breakdown. In other words, they generally take into account some of the context that the computer-generated projections don’t (or can’t). We generally like to highlight some of the differences between the FANS projections and the projection systems like Steamer and ZiPS, and often this can be a good way to frame the upcoming season.
Read the rest of this entry »