Archive for Daily Graphings

History Being More or Less Bunk, the Minnesota Twins Look to the Future

The 16-straight postseason losses is a story hard to ignore. So is the fact that 13 of those defeats — Monday night’s ALDS ousting being the latest in that inglorious stretch — have come at the hands of the Bronx Bombers. October has indeed been a cruel month for the Minnesota Twins.

Remember Prince singing, “Two thousand zero zero, party over”? Since the dawning of the 21st century, Kirby Puckett’s old club has been a playoff piñata.

That’s not going to be the primary focus here. Words will be spilled on the just-completed series — mostly from the mouths of the participants — but let’s not forget that the future is what matters most (not just for the Twins, but for all of us.) As Henry Ford once said, “History is more or less bunk… the only history that is worth a tinker’s dam is the history we make today.”

Back in 2004, with the Red Sox on the brink of elimination in the ALCS, Kevin Millar defiantly told the Yankees: “Don’t let us win today.” With the Twins facing their own lose-one-and-you’re-done scenario, I mentioned Millar’s proclamation to Trevor May in Sunday’s workout day press conference.

”Don’t give us an inch, because we’ll take a mile,” May responded. “That’s been something — when doors have been opened for us all year, we’ve exploded through them. That’s what we’re looking to do.”

That’s not what happened, of course. Monday’s 5-1 loss put Minnesota’s 2019 season in the history books, and what comes next is some meaningful tinkering. Without it, an implosion looms as a possibility. Read the rest of this entry »


Rays Exploit Astros’ Unrest, Force Game 5

In the fourth inning of Tuesday night’s Game 4, with José Altuve on first base, one out, and the Rays already up by three, Yordan Álvarez hit a deep fly ball to right-center field. You’d have been forgiven, in this home run-happy era, for thinking at first that the ball had left the park. You’d similarly have lost not one whit of credibility had you assumed that Kevin Kiermaier, one of the best center fielders of his era, might catch the ball on the run. But neither of those two things happened; the ball instead bounced beautifully off the right-center field wall and hung, for just a moment, in the air above Kiermaier’s head. That was the moment — when the ball hung briefly in stark contrast against dark blue — in which Gary Pettis, the Astros’ third-base coach since 2014, had to decide whether to send Altuve home.

As Ben Clemens pointed out in the game chat, our WPA Inquirer suggests that at the time Pettis made his decision, the Astros would have had about a 28.1% chance of winning the game had Altuve stopped at third, a 17.7% chance of winning the game if he went and was thrown out (which is what happened), and a 29.8% chance of winning the game had he run and scored. That distribution suggests, all other things being equal, that Pettis had to believe Altuve was likely to score at least 86% of the time in order to justify sending him (29.8 – 17.7 = 12.1; 12.1 * 0.86 + 17.7 = 28.1). Given that math, I find it hard to fault Pettis for his choice to run Altuve. It took two essentially perfect throws, from Keirmaier and Willy Adames in turn, plus a terrific tag from Travis d’Arnaud, to get Altuve at the plate by a hair. I know it won’t make the Astros feel better given the result, but it was fun to watch. Read the rest of this entry »


Groundhog Day in Minneapolis

Minnesota Loses 5-1 to New York

Sports fans tend to have an inferiority complex. You can see it in the lexicon: East Coast bias, curses of billy goats and Bambinos, jinxes, stadiums where we just never win, bad umpires, scheduling conspiracies, unfair rules, pithy charges of Southern Exceptionalism. The NFL now reviews plays for pass interference, mostly because a bunch of Louisianans rioted after a bad call in a big moment. Speaking of replay, I’d wager that we’ll be stuck with the tedious and disruptive system we’ve got now for a good long while: Not because it’s necessarily the best way to do things, but because such a setup seems like the most effective bulwark against those stinkin’ umps who just have it out for (insert team here).

These inferiority complexes are silly, of course. They are the whiny and simplistic dimension of the fanhood experiences that nobody else cares to hear about, alongside stories about your fantasy team and the time you got a great deal on tickets at the last minute. It reflects poorly on just about everyone.

I’ll grant a temporary exception for fans of the Minnesota Twins.

It has now been 15 years and three days since the Twins won a playoff game. That evening, Johan Santana started at the Stadium. Minnesota wore gray pinstripes and hats with an ‘M’ above the brim. Jacque Jones hit a two-run homer to account for the only scoring. Hall of Famers Mike Mussina and Mariano Rivera pitched for the Yanks; John Olerud played first base. Somehow, MLB managed to run a playoff game in less than three hours. It was a different time.

By this point, it seems callous to run the numbers again, so we’ll be quick. The Twins have lost 16 playoff games in a row. That’s five divisional exits, four at the hands of the Yankees, with a Wild Card game defeat to the Bombers mixed in for good measure. There’s nothing magical or predictive about this little run. There isn’t any thread between the Corey KoskieTorii Hunter Twins and the ballclub that lost last night; they don’t even share a home stadium.

The Twins have usually been underdogs in these games, though only slightly so. The Orioles were far bigger long shots in every matchup they had against New York this year and last, and even that feeble and overmatched club managed to win a quarter of those games. For Minnesota, the streak is undoubtedly frustrating. It’s a narrative that has fed on itself for at least a decade now. It sucks and it’s a shocking confluence of events, but that’s all there really is to say about it from an analytical perspective. Read the rest of this entry »


Considering Justin Verlander on Short Rest

Justin Verlander has never started a game on short rest in the way we conventionally think about short rest starts. Back in 2011, Verlander started Game 1 of the ALDS against the Yankees, but the game was suspended after one inning; he then started Game 3 of that series on two days’ rest. In 2017, Verlander started Game 1 of the ALDS against Boston, pitching six innings and throwing 99 pitches. He followed that start up with 2.2 innings of relief pitching after three days’ rest. Neither appearance really fits what we might expect to see from Verlander today when he starts on three days’ rest after pitching seven shutout innings on Friday.

Even if we add a history of Verlander making starts on short rest, given the very small number of starts and the huge time gap between them, it wouldn’t be especially relevant. Similarly, that Dallas Keuchel just fared poorly on short rest against the Cardinals probably also doesn’t have much bearing on what Verlander manages. The same is true for other pitchers over the last dozen years. There just isn’t a great body of evidence to tell us what we might see over the course of one game. What we do know is that Verlander is pitching a day earlier than he normally would, and that probably has some effect on his body and arm.

For the sake of argument, let’s say that pitching on short rest makes Verlander slightly weaker as a pitcher. We don’t know this to be the case, but it is certainly possible. And we can make another assumption that Verlander being slightly weaker means that his fastball won’t be as hard as it would be typically. Verlander’s fastball averaged 94.6 mph this season and in his start on Friday, it averaged 94.5 mph. If we wanted to know how Verlander might pitch on short rest, we could look at starts where his average fastball velocity was something less than his season-long average. Read the rest of this entry »


Starting Pitching is Making a Postseason Comeback

The death of the starter has been greatly exaggerated. On the heels of a regular season in which starting pitchers threw a smaller share of innings than ever before, and one year after a postseason in which they threw barely over half the total innings, it seemed quite possible that the trend might continue this October, particularly with each of the four 100-win teams spending September scrambling for a fourth option and some of them publicly floating novel ideas about how things might unfold. Admittedly, it’s early in the 2019 postseason, but already we’ve seen some monster pitching performances in the playoffs — Justin Verlander‘s seven innings of one-hit ball, Gerrit Cole‘s 15 strikeouts, Adam Wainwright’s 7.2 scoreless innings — and in general more reliance upon teams’ front-of-the-rotation starters than in the recent past.

Consider: in all of the 2018 postseason, just four times did a starting pitcher throw 100 pitches in a game: Walker Buehler twice (in Games 3 of the NLCS and World Series), Hyun-Jin Ryu once (Game 1 of the NLDS), and Verlander once (Game 1 of the ALDS). Already this year, seven pitchers have done it: Buehler (again), Verlander (again), and Patrick Corbin in their respective Division Series openers, Cole and Jack Flaherty in their respective Games 2, Adam Wainwright in Game 3, and Max Scherzer in Game 4. The count of seven-inning starts isn’t quite there yet, but last year, there were nine in 66 total starts (13.6%), but just four in the Division Series. This year, there have been seven in 28 Division Series starts (25%):

Seven-Inning Starts in 2019 Division Series
Player Game Tm Opp IP H R ER BB SO HR Pit
Justin Verlander ALDS Gm 1 HOU TBR 7.0 1 0 0 3 8 0 100
Gerrit Cole ALDS Gm 2 HOU TBR 7.2 4 0 0 1 15 0 118
Jack Flaherty NLDS Gm 2 STL ATL 7.0 8 3 3 1 8 1 117
Mike Foltynewicz NLDS Gm 2 ATL STL 7.0 3 0 0 0 7 0 81
Adam Wainwright NLDS Gm 3 STL ATL 7.2 4 0 0 2 8 0 120
Mike Soroka NLDS Gm 3 ATL STL 7.0 2 1 1 0 7 0 90
Max Scherzer NLDS Gm 4 WSN LAD 7.0 4 1 1 3 7 1 109
SOURCE: Baseball-Reference

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Jesus Luzardo Should Make A’s Fans Excited for Next October

Last Wednesday, the Athletics were eliminated from the playoffs at the hands of the Rays and the long ball in the American League Wild Card Game. Yandy Díaz homered twice, Avisaíl García and Tommy Pham each added homers of their own, and the Rays cruised to a 5-1 victory.

Despite the losing effort, it was an A’s player who impressed me the most. Jesus Luzardo, who came on to pitch the sixth, seventh, and eighth innings, had quite the postseason debut. In those three frames, he did not surrender a run, and only allowed one hit and two walks to go along with his four strikeouts. At just 22 years and two days old, Luzardo became the youngest pitcher to throw three or more shutout innings in a postseason game since Madison Bumgarner in 2010:

Youngest Pitchers With 3+ Shutout Postseason IP Since 2000
Pitcher Date Age (YY.DDD) Round IP H R BB K
Jesus Luzardo 10/2/2019 22.002 ALWC 3 1 0 2 4
Madison Bumgarner 10/31/2010 21.091 WS 8 3 0 2 6
Phil Hughes 10/7/2007 21.105 ALDS 3.2 2 0 0 4
Francisco Rodriguez 10/20/2002 20.286 WS 3 0 0 0 4
SOURCE: Baseball-Reference

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To Walk or Not to Walk

In my head, the playoffs have always had a unique relationship with analysis. Things are happening, always new and exciting things, and I feel a strong desire to know what’s skill and what’s luck, to sort out whether Adam Wainwright found the secret formula to pitching or whether he just had a good breakfast Sunday, while the Braves stubbed their collective toes on the hotel bed frame.

But for the most part, there’s not much to say conclusively about one pitching outing, or even a few pitching outings. The samples are vanishingly small in the postseason, and so I watch for the narratives and the drama, rather than trying to find an interesting line to analyze. Sure, I have opinions about the players in the playoffs, formed from a year of crunching numbers on their performances. But for the most part, I don’t use October to tell me new things about them.

If Patrick Corbin comes in and gives up six runs in relief, is he bad? Is he unsuited to relieving? Did he just not have it that day? I don’t know, and short of some velocity or spin rate smoking gun, I’ll probably never know.

Having said all that, there’s one thing I feel very comfortable analyzing. Managers still walk people intentionally in the playoffs, and maybe they shouldn’t. Dave Martinez and Mike Shildt succumbed to the temptation of making a difference over the weekend, and while neither decision ended up impacting the final accounting of the game, I was curious to see what those walks did to the teams’ chances of winning.

Let’s talk about Martinez’s decision first, because it’s much stranger. We’ll set the stage with all the essentials: in Game 2 of their series against the Dodgers, the Nationals took a 4-2 lead into the ninth inning, with Daniel Hudson taking the mound following a dominant inning by Max Scherzer. Justin Turner doubled to start the inning, but Hudson rebounded, striking out A.J. Pollock and getting Cody Bellinger to pop out to third. Read the rest of this entry »


Braves Blow Chances While the Cardinals Stay Alive

After watching the Cardinals and Braves compete for four games, it seems fitting that the series would be tied up 2-2. In three of the four games, the losing team had a win expectancy of at least 80% while in the fourth game, Cardinals ace Jack Flaherty allowed just a single run in the first inning before a homer in the seventh gave the Braves a 3-0 lead that proved too much for a mostly struggling Cardinals offense. In a series this close, the team that blows the lead will inevitably lament the moments they let the lead get away, but in Game 4, the Braves lost not because of a lead they relinquished, but because of a lead they failed to solidify. The Braves refused to put the Cardinals away, or alternatively, the Cardinals relievers came up big when they needed to, and now the teams head to Game 5 for a shot at the National League Championship Series.

Before we get to those blown chances, we should briefly discuss how the Braves got the lead in the first place. The Cardinals were limited to one run off Dallas Keuchel in the first game of the series as Keuchel went off-brand, throwing just 24 two-seam fastballs in his outing. Though Keuchel walked three and struck out none in four and two-thirds innings, he did enough to keep the Cardinals off balance and induced 10 groundball outs, plus two more outs on a double play, and the other two outs on liners. In the first inning of Game 4, Keuchel went back to relying heavily on the two-seamer, but the Cardinals laid off the pitch, even as a strike. Paul Goldschmidt took two sliders for balls, then a two-seamer for a 3-0 count. After a 3-0 sinker for a strike, he hit a changeup out of the park. Up next, Marcell Ozuna took a first-pitch sinker for a ball and then crushed an inside cutter to put the Cardinals ahead 2-0.

Atlanta got a run back in the third before Ozuna hit another homer in the fourth off a slider to give the Cardinals a 3-1 lead. Read the rest of this entry »


Faith, Hope, Etcetera in St. Petersburg

When the Tampa Bay Rays took to Tropicana Field this afternoon to play a do-or-die third game in this ALDS against the Astros, it had been almost six years to the day since they’d held a lead in a postseason series. That was in Game 4 of the 2013 ALDS. They had dropped the first two games in Boston, dominated by Jon Lester and John Lackey, sunk by two terrible starts from would-be aces Matt Moore and David Price, hammered by Jacoby Ellsbury, Shane Victorino, and David Ortiz. From the start, the Rays hadn’t been favored to win the series, a second Wild Card team that had outplayed their Pythag by five games; after their performance in front of the hostile Fenway masses, their outlook seemed grim.

But in Game 3, things took a turn. In front of the Trop’s biggest crowd of the season, the Rays finally got a good starting pitching performance, with Alex Cobb going five innings and allowing three runs (two of them earned). Meanwhile, the offense kept it close with one pivotal swing: Face of the franchise Evan Longoria, with two on and two out in the bottom of the fifth, went deep off Clay Buchholz, preventing the Red Sox from holding onto their lead. Tampa added another run in the eighth. And after Fernando Rodney blew the save, with two out in the bottom of the ninth, Jose Lobaton walked it off. It was the kind of moment that, when teams manage to turn around a postseason series, people look back on–a hinge moment, a moment where hope really returns.

In Game 4, it was Jake Peavy for the Sox and anyone who had an arm for the Rays; for five and a half innings, the two teams traded tense zeroes. Then came a leadoff double in the bottom of the sixth for Yunel Escobar. An out later, a single from David DeJesus drove him in. The Rays, once again, had the lead. Their fate was in their hands. They had a chance of pushing the series back to Boston for a decisive Game 5, and as the Wild Card team, they knew as well as anyone that in an all-hands-on-deck, winner-take-all contest, anything can happen.

Of course, that anything never got a chance to happen. The Rays promptly lost that slim lead. They lost the game, and the series, 3-1. The Red Sox went on to be World Series champions; the Rays didn’t play October baseball again until this year. Read the rest of this entry »


Adam Wainwright Adds to His Postseason Legend

In a postseason already filled with great pitching performances, Adam Wainwright’s gem on Sunday afternoon was likely one of the most unexpected. He held the Braves scoreless over seven and two-thirds innings, allowing just six baserunners while striking out eight. If Carlos Martínez had been able to hold onto the slim margin he was handed in the ninth, the headline would have certainly featured the 38-year-old’s gutsy outing. But this latest start was just one more milestone in a career filled with postseason heroics.

2006 feels like a lifetime ago. Wainwright had just turned 25 and was pitching out of the bullpen for the Cardinals in his first full season in the majors. That was where his October legend began, on the road to the Cardinals first World Series win since 1982. The enduring image from that championship season is the final pitch of Game 5 (a cutter) but Wainwright’s crucible was Game 7 of the NLCS. Facing a bases-loaded situation in the ninth, Wainwright struck out Carlos Beltrán on three pitches, the last of which was a nasty curveball that Beltrán could only stare at.

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