Archive for Astros

Wade Miley’s Cutter Should Be a Lot Better

Veteran southpaw Wade Miley recently signed a two-year deal with the pitching-minded Cincinnati Reds. Last year with the Houston Astros, Miley posted his highest WAR since 2015, which should come as little surprise since he was under the guidance of one of the best pitching coaches in baseball, Brent Strom, though he ended the year on a sour note. While he’s likely in the twilight of his career, the 33-year-old will once again be working with another elite pitching coach, Derek Johnson. What kind of production might the Reds see from Miley in 2020? While I’m sure the folks in Great American Ballpark have their ideas, I see a basic change to his favored pitch, the cutter, which could help Miley in the long run.

Miley generally works with four pitches: a backspin cutter (his main pitch), a circle change, a four-seamer, and a lightly used curveball.

Notice anything in the above GIF? A quick inspection of the arm-slot pause shows a decent amount of release point variation between Miley’s cutter (and, to a lesser extent, his four-seamer) compared to his changeup and curve. Since Miley’s cutter usage is on the rise, we’ll focus on that pitch and, for the sake of argument, ignore the four-seamer; that version of his fastball has been on a steady decline, though there was a slight uptick in its use last year. Read the rest of this entry »


Astros Begin Bullpen Rebuild, Give Joe Smith Two Years Again

If one organization is repeatedly making headlines during the months of October, November, and December, it’s generally a safe assumption that there is a positive reason for that. Those are the months in which teams are either winning titles, adding major talent, or both. The reasons the Houston Astros have stayed in the news, however, have been consistently terrible. Their assistant GM belittled female reporters. The players cheated. Their world-beating ace left to join the their ALCS opponent. And they’ve considered trading their franchise shortstop in an effort to — stop me if you’ve heard this before — gain payroll flexibility. Since the offseason began, there’s been a lot to talk about when it comes to the Astros, but most of it had nothing to do with actual roster moves that usually get a team attention in the winter.

On Monday, Houston finally changed that. The Astros signed 35-year-old right-hander Joe Smith to a two-year, $8-million contract, giving him a little more than half of the deal they gave him this time two years ago. It’s just the second contract handed out by the team this winter, the other being a six-figure commitment to backup catcher Dustin Garneau. Smith, a 13-year veteran, has pitched for Houston since signing that two-year, $15-million contract with them before the 2018 season. He’s one of four relievers to reach free agency after finishing 2019 with the Astros, along with Will Harris, Collin McHugh, and Hector Rondon. Read the rest of this entry »


JAWS and the 2020 Hall of Fame Ballot: Jeff Kent

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2020 Hall of Fame ballot. Originally written for the 2014 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule, and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

Jeff Kent took a long time to find a home. Drafted by the Blue Jays in 1989, he passed through the hands of three teams who didn’t quite realize the value of what they had. Not until a trade to the Giants in November 1996 — prior to his age-29 season — did he really settle in. Once he did, he established himself as a standout complement to Barry Bonds, helping the Giants become perennial contenders and spending more than a decade as a middle-of-the-lineup force.

Despite his late-arriving stardom and a prickly personality that sometimes rubbed teammates and media the wrong way, Kent earned All-Star honors five times, won an MVP award, and helped four different franchises reach the playoffs a total of seven times. His resumé gives him a claim as the best-hitting second baseman of the post-1960 expansion era — not an iron-clad one, but not one that’s easily dismissed. For starters, he holds the all-time record for most home runs by a second baseman with 351. That’s 74 more than Ryne Sandberg, 85 more than Joe Morgan, and 86 more than Rogers Hornsby — all Hall of Famers, and in Hornsby’s case, one from before the expansion era (note that I’m not counting homers hit while playing other positions). Among players with at least 7,000 plate appearances in their career who spent at least half their time at second base, only Hornsby (.577) has a higher slugging percentage than Kent’s .500. From that latter set, only Hornsby (1.010) and another pre-expansion Hall of Famer, Charlie Gehringer (.884), have a higher OPS than Kent (.855). Read the rest of this entry »


JAWS and the 2020 Hall of Fame Ballot: Roger Clemens

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2020 Hall of Fame ballot. Originally written for the 2013 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule, and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

Roger Clemens has a reasonable claim as the greatest pitcher of all time. Cy Young, Christy Mathewson, Walter Johnson, and Grover Cleveland Alexander spent all or most of their careers in the dead-ball era, before the home run was a real threat, and pitched while the color line was still in effect, barring some of the game’s most talented players from participating. Sandy Koufax and Tom Seaver pitched when scoring levels were much lower and pitchers held a greater advantage. Koufax and 2015 inductees Randy Johnson and Pedro Martinez didn’t sustain their greatness for nearly as long. Greg Maddux didn’t dominate hitters to nearly the same extent.

Clemens, meanwhile, spent 24 years in the majors and racked up a record seven Cy Young awards, not to mention an MVP award. He won 354 games, led his leagues in the Triple Crown categories (wins, strikeouts, and ERA) a total of 16 times, and helped his teams to six pennants and a pair of world championships.

Alas, whatever claim “The Rocket” may have on such an exalted title is clouded by suspicions that he used performance-enhancing drugs. When those suspicions came to light in the Mitchell Report in 2007, Clemens took the otherwise unprecedented step of challenging the findings during a Congressional hearing, but nearly painted himself into a legal corner; he was subject to a high-profile trial for six counts of perjury, obstruction of justice, and making false statements to Congress. After a mistrial in 2011, he was acquitted on all counts the following year. But despite the verdicts, the specter of PEDs won’t leave Clemens’ case anytime soon, even given that in March 2015, he settled the defamation lawsuit filed by former personal trainer Brian McNamee for an unspecified amount.

Amid the ongoing Hall of Fame-related debates over hitters connected to PEDs — most prominently Barry Bonds, Mark McGwire, and Sammy Sosa — it’s worth remembering that the chemical arms race involved pitchers as well, leveling the playing field a lot more than some critics of the aforementioned sluggers would admit. The voters certainly haven’t forgotten that when it comes to Clemens, whose share of the vote has approximated that of Bonds. Clemens debuted with 37.6% of the vote in 2013 and only in 2016 began making significant headway, climbing to 45.2% thanks largely to the Hall’s purge of voters more than 10 years removed from covering the game. Like Bonds, he surged above 50% — a historically significant marker towards future election — in 2017, benefiting from voters rethinking their positions in the wake of the election of Bud Selig. The former commissioner’s roles in the late-1980s collusion scandal and in presiding over the proliferation of PEDs within the game dwarf the impact of individual PED users and call into question the so-called “character clause.”

Clemens’ march towards Cooperstown has stalled somewhat in the two years since, as he’s added just 5.4% to reach 59.5%. Whether or not the open letter from Hall of Fame Vice Chairman Joe Morgan pleading with voters not to honor players connected to steroids had an impact, the end result is time run off the clock. He still has a shot at reaching 75% before his eligibility runs out in 2022, but like Bonds, needs to regain momentum.

2020 BBWAA Candidate: Roger Clemens
Pitcher Career WAR Peak WAR JAWS
Roger Clemens 139.6 65.9 102.5
Avg. HOF SP 73.2 49.9 61.5
W-L SO ERA ERA+
354-184 4,672 3.12 143
SOURCE: Baseball-Reference

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JAWS and the 2020 Hall of Fame Ballot: Billy Wagner

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2020 Hall of Fame ballot. Originally written for the 2016 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

Billy Wagner was the ultimate underdog. Undersized and from both a broken home and an impoverished rural background, he channeled his frustrations into throwing incredibly hard — with his left hand, despite being a natural righty, for he broke his right arm twice as a child. Scouts overlooked him because he wasn’t anywhere close to six feet tall, but they couldn’t disregard his dominance over collegiate hitters using a mid-90s fastball. The Astros made him a first-round pick, and once he was converted to a relief role, his velocity went even higher.

Thanks to outstanding lower-body strength, coordination, and extraordinary range of motion, the 5-foot-10 Wagner was able to reach 100 mph with consistency — 159 times in 2003, according to The Bill James Handbook. Using a pitch learned from teammate Brad Lidge, he kept blowing the ball by hitters into his late 30s to such an extent that he owns the record for the highest strikeout rate of any pitcher with at least 800 innings. He was still dominant when he walked away from the game following the 2010 season, fresh off posting a career-best ERA.

Lacking the longevity of Mariano Rivera or Trevor Hoffman, Wagner never set any saves records or even led his league once, and his innings total is well below those of every enshrined reliever. Hoffman’s status as the former all-time saves leader helped him get elected in 2018, but Wagner, who created similar value in his career, has major hurdles to surmount given that he’s maxed out at 16.7% in four years on the ballot, that after receiving a 5.6% jump in this past cycle. Nonetheless, his advantages over Hoffman — and virtually every other reliever in history when it comes to rate stats — provide a compelling reason to study his career more closely. Given how far he’s come, who wants to bet against Billy Wags?

2020 BBWAA Candidate: Billy Wagner
Pitcher Career Peak JAWS WPA WPA/LI IP SV ERA ERA+
Billy Wagner 27.7 19.8 23.7 29.1 17.9 903 422 2.31 187
Avg HOF RP 39.1 26.0 32.5 30.1 20.0
SOURCE: Baseball-Reference

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JAWS and the 2020 Hall of Fame Ballot: Andy Pettitte

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2020 Hall of Fame ballot. Originally written for the 2019 election, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

As much as Derek Jeter, Jorge Posada, Mariano Rivera, and Bernie Williams, Andy Pettitte was a pillar of the Joe Torre-era Yankees dynasty. The tall Texan lefty played such a vital role on 13 pinstriped playoff teams and seven pennant winners — plus another trip to the World Series during his three-year run with Houston — that he holds several major postseason records. In fact, no pitcher ever started more potential series clinchers, both in the World Series and the postseason as a whole.

For as important as Pettitte was to the “Core Four” (Williams always gets the short end of the stick on that one) that anchored five championships from 1996 to 2009, he seldom made a case as one of the game’s top pitchers. High win totals driven by excellent offensive support helped him finish in the top five of his leagues’ Cy Young voting four times, but only three times did he place among the top 10 in ERA or WAR, and he never ranked higher than sixth in strikeouts. He made just three All-Star teams.

Indeed, Pettitte was more plow horse than racehorse. A sinker- and cutter-driven groundballer whose pickoff move was legendary, he was a championship-level innings-eater, a grinder (his word) rather than a dominator, a pitcher whose strong work ethic, mental preparation, and focus — visually exemplified by his peering in for the sign from the catcher with eyes barely visible underneath the brim of his cap — compensated for his lack of dazzling stuff. Ten times he made at least 32 starts, a mark that’s tied for seventh in the post-1994 strike era. His total of 10 200-inning seasons is tied for fourth in that same span, and his 13 seasons of qualifying for the ERA title with an ERA+ of 100 or better is tied for first with two other lefties, Mark Buehrle and CC Sabathia. He had his ups and downs in the postseason, but only once during his 18-year career (2004, when he underwent season-ending elbow surgery) was he unavailable to pitch once his team made the playoffs.

Even given Pettitte’s 256 career wins, he takes a back seat to two other starters on the ballot (Roger Clemens and Curt Schilling) who were better at missing bats and preventing runs, and who also had plenty of postseason success. Both of those pitchers have reasons why voters might exclude them from their ballots even while finding them statistically qualified, and the same is true for Pettitte, who was named in the 2007 Mitchell Report for having used human growth hormone to recover from an elbow injury. Between those dents and dings and the additional presence of both Roy Halladay and Mike Mussina, who were elected last year, Pettitte received just 9.9% in his ballot debut. In a less crowded field, he could build upon that, at least well enough to persist on the ballot, but he seems unlikely to make much headway towards 75% barring a significant change in the electorate’s attitudes towards PEDs.

About those wins: Regular readers know that I generally avoid dwelling upon pitcher win totals, because in this increasingly specialized era, they owe as much to adequate offensive, defensive, and bullpen support as they do to a pitcher’s own performance. While one needn’t know how many wins Pettitte amassed in a season or a career to appreciate his true value, those totals have affected the popular perception of his career.

2020BBWAA Candidate: Andy Pettitte
Pitcher Career WAR Peak WAR JAWS
Andy Pettitte 60.2 34.1 47.1
Avg. HOF SP 73.2 49.9 61.5
W-L SO ERA ERA+
256-153 2,448 3.85 117
SOURCE: Baseball-Reference

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Which Players Might Have Benefited from the Astros’ Sign-Stealing?

It’s been more than two weeks since the Ken Rosenthal and Evan Drellich’s bombshell report at The Athletic, which revealed a massive sign-stealing scandal implemented by the Houston Astros beginning in 2017. Since then, we’ve seen reports that the official investigation launched by Major League Baseball has confirmed the system as described by Mike Fiers in that original report; they are continuing to look into other ways the Astros may have cheated during the 2017 postseason and beyond. Whether the Astros were using a modified method on the road relying on “buzzers,” as some have speculated, has yet to be confirmed.

What we do know is that the Astros broke the rules by using technology to steal signs in real-time. Members of Houston’s front office and coaching staff could face significant penalties, and with Alex Cora and Carlos Beltrán implicated as sign-stealing ringleaders, there could be impacts felt in organizations beyond Houston. It remains to be seen just how severe the punishment will be — though our own Craig Edwards argued last week that they could be quite severe indeed — and if any players are caught up in the fallout.

Last week, I took an initial look at whether or not the on-field value of the Astros sign-stealing scheme could be parsed out in the data. Between the changing roster, the changing ball, and the at times non-linear effect of coaching and player development, there was a lot of noise in the data. At a broad level, it’s hard to make any conclusive statements about the specific effects of the Astros sign-stealing, though as I noted, the fact that the team persisted in the practice suggests they believed they derived an appreciable benefit from it. On Friday, two more attempts to answer that same question were made.

Over at The Ringer, Ben Lindbergh concluded:

“Knowing the next pitch just has to help, right? But no matter how we slice and dice the data, the statistical case is less compelling than it would be if sign-stealing made hitting as simple as it seems like it should. Great as the Astros were at the plate in 2017, the most fascinating aspect of their sign-stealing scandal is that it didn’t make them even better.”

Rob Arthur was a little more confident in his conclusions in a piece for Baseball Prospectus:

“We can tentatively conclude that their sign stealing probably had a major impact on the team’s plate discipline numbers. This was not innocent cheating that barely affected the game; according to the available data, it may have yielded an unprecedented improvement in the Astros’ ability to make contact and lay off outside pitches, helping to turn a talented lineup into one of the best-hitting teams of all time.”

In my previous piece, I landed somewhere in between these two positions: sign-stealing probably had an impact, but it was nearly impossible to determine the exact benefit at a team level due to all the noise. But what happens if we drill down to the per-pitch level, as I did with the run expectancy (RE288) data in my article last week, and this time focus on individual players? Read the rest of this entry »


What the Astros Might Deserve

There are many pieces detailing how the Astros appear to have cheated by using video to steal signs in real-time. Ken Rosenthal and Evan Drellich wrote a lengthy piece for The Athletic with quotes from former Astros’ pitcher Mike Fiers detailing the team’s practices in 2017. The basics are in that piece, but there are a several more that discuss what the team was reportedly doing and how they did it. We don’t yet know all the facts; it is still unclear precisely how long the team engaged in this practice, and who all of the responsible parties are. But what the evidence makes pretty clear is that the Astros stole signs with the aid of advanced technology and relayed those signs to hitters during games. That’s cheating.

What the Astros and their employees might receive in terms of punishment for engaging in that practice is less clear, though multiple precedents have been set to guide the league’s possible enforcement. Perhaps you’re of the mind that the consequences Astros deserve to suffer is to have won fewer games, including their 2017 World Series. But such an extreme result is unlikely. Astros wins and championship banners probably won’t be taken away or vacated like a farcical college athletics penalty. Even when players are caught cheating in the middle of games, the results aren’t vacated. So what might we expect? In looking to past scandals, we can get a glimpse at MLB and Rob Manfred’s approach. There are multiple factors that play into potential punishment, both for individuals and the franchise, but here are a few of the major ones:

  • Is this the first time a team has been penalized for breaking the rules?
  • Was the organization cooperative with MLB’s investigation?
  • How high up the organizational chain does the knowledge and activity go?

For the first factor, let’s consider the Boston Red Sox’s penalty for breaking the rules surrounding signing international free agents. After the club exceeded the allowable pool amount to sign Yoán Moncada, it were restricted from signing any amateur international free agents for more than $300,000. To get around those restrictions, the Red Sox signed less well-regarded players for $300,000 with the expectation that money from some of those lesser players would go to the better players who should have received higher bonuses and were represented by the same agents. When the Red Sox penalty for circumventing the rules came down in 2016, they were prohibited from signing any international free agents for a year, and the players involved were declared free agents, with Boston unable to recoup their signing bonuses, which remained with the players. It was the first time a team had been penalized in this fashion. Read the rest of this entry »


How Much Did the Astros Really Benefit from Sign-Stealing?

With the offseason moving at it’s now customarily glacial pace, the story that’s dominated the baseball headlines for the past week has been the Astros sign-stealing scandal. Since the first story was published by Ken Rosenthal and Evan Drellich at The Athletic last Tuesday, we’ve seen bits of evidence confirming the Astros strategy: a crude system of live monitors and a trash can to relay the incoming pitch type to the batter. On Friday, Rob Arthur of Baseball Prospectus provided audio evidence from the TV broadcasts, on which the whacking of the trash can can be identified and analyzed. Rosenthal and Drellich followed up their post with another revelation that the Astros were exploring different ways to electronically steal signs. And then there’s the video evidence pulled from the 2017 Astros World Series documentary showing a computer — sometimes a monitor, sometimes a laptop — in the tunnel leading to the dugout with a trash can nearby.

MLB is still conducting its own investigation, but the evidence that’s been dug up publicly is pretty damning. Sign-stealing has always been part of the game, but the Astros crossed the line when they began using electronic means to relay information in real-time. And this isn’t the first time they’ve been accused of baseball skullduggery of some sort. There’s little doubt that some form of punishment will be handed down by the commissioner’s office once MLB wraps up its investigation. The only question is how harsh will the penalties be; will it be a slap on the wrist, or will the hammer come down hard to deter other teams who are likely exploring other ways to use technology to steal signs.

Gamesmanship and various forms of cheating are as much a part of the fabric of baseball as the unwritten rulebook, all in an effort to gain an upper hand against your opponent. But how much of a benefit does sign-stealing give to a batter? Knowing what type of pitch is incoming gives the batter a distinct advantage — more information is far better than just guessing — but they still need to translate that information into action, whether its a swing or a take. Since we have plenty of data to analyze, can we measure the effect of sign-stealing on the outcome of a pitch, play, or game? Read the rest of this entry »


RosterResource Free Agency Roundup: AL West

In the third of a six-part series — you can see the AL East here and the AL Central here — I’ll be highlighting each team’s most notable free agents and how it could fill the resulting void on the roster. A player’s rank on our recently released Top 50 Free Agents list, along with Kiley McDaniel’s contract estimates from that exercise, are listed where relevant. In some cases, the team already has a capable replacement ready to step in. In others, it’s clear the team will either attempt to re-sign their player or look to the trade or free agent markets for help. The remaining cases are somewhere in between, with in-house candidates who might be the answer, but aren’t such obvious everyday players to keep the team from shopping around for better options.

Here’s a look at the American League West.

Houston Astros | Depth Chart | Payroll

Gerrit Cole, SP
FanGraphs Top 50 Free Agent Ranking: 1
Kiley McDaniel’s contract projection: 7 years, $242M

Wade Miley, SP
FanGraphs Top 50 Free Agent Ranking: 32
Kiley McDaniel’s contract projection: 1 year, $9M

It would be impossible to replace Cole, who might just be the best pitcher on the planet right now. With a projected payroll that is currently above $200 million for next season, the Astros do not appear to be in a strong position to re-sign the 29-year-old. But that doesn’t put them in desperation mode, by any means.

The return of Lance McCullers Jr., who missed all of 2019 recovering from Tommy John surgery, will help to offset the potential loss of Cole and give the Astros a formidable trio to lead their rotation along with Justin Verlander and Zack Greinke. Pitching depth is also strong with Jose Urquidy in line for a rotation spot and several others capable of helping out in 2020. But considering that Verlander and Greinke will be 37 and 36, respectively, on Opening Day, and McCullers hasn’t pitched in a game since last October, they aren’t expected to stand pat this offseason. Read the rest of this entry »