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The Astros beat the Yankees 8-3 last night, moving within a win of their second World Series berth in three years, but the night didn’t have to turn out that way. The victory was comprehensive — Houston out-homered the Yankees, had more non-homer hits, struck out less than half as often, and committed three fewer errors. Five runs is an odd lead, but it’s also the first truly safe lead in baseball. The Astros could have spotted the Yankees a grand slam before the game and still come out ahead.

But baseball doesn’t really work that way. If the Yankees had started the game ahead 4-0, things would have gone differently. Batters wouldn’t have gotten the same pitches, different Yankees relievers would have thrown, A.J. Hinch would have been forced to manage differently; the things that happened last night weren’t deterministic, destined to play out in the same order regardless of circumstance.

So with that in mind, let’s look at a few places where the Yankees could have changed history. They might have lost anyway, and they might have won — but they had their chances to do something, and simply didn’t make the most of them.

Gary Sánchez Bats in the First
Gary Sánchez bats seventh for the Yankees, so when he appears in the first inning, something has gone very right. Not only that, but he came up with the bases loaded; Zack Greinke looked shaky, with three walks on the night already, and Sánchez had a chance to deliver a decisive blow early. Read the rest of this entry »

With the postponement of Wednesday’s scheduled ALCS Game 4, the de-juiced baseball remained a hot topic of discussion, particularly in New York, where the Yankees appeared to catch a game-changing bad break on Didi Gregorius‘ fifth-inning fly ball that instead of becoming a three-run homer that would have swung the lead in their favor, was caught at the warning track. Players and managers are talking about it, fans are talking about it, analysts are talking about it — here in New York City, even on the 10 pm local news. Like it or not, it’s an issue that won’t go away, in part because of MLB’s stubborn insistence that nothing has changed, even in the face of evidence to the contrary, as well as the reality that the league actually owns about 25% of Rawlings, the manufacturer of the baseball (the other 75% is owned by Seidler Equity Partners, founded by Peter Seidler, the leading investor of the Padres). While none of this invalidates what the players on the field are accomplishing, everybody is suddenly playing or watching a very different game than we’d grown accustomed to during the regular season.

On Saturday, our own Craig Edwards reported that Cardinals manager Mike Shildt said that his team’s analytical department had noted that fly balls are traveling four-and-a-half feet less far than normal. ESPN’s Jeff Passan reported on Wednesday that officials from two unnamed teams (quite possibly those of the Astros and Yankees, since Passan was reporting from New York) “concurred that whatever batch of balls has been used during October is not performing the way the ones in the regular-season did.”

The change concerns the drag on the baseball, which according to the work of Baseball Prospectus’ Rob Arthur has increased sharply relative to the regular season, strongly suggesting that different balls are being used. Arthur estimated that 50% more homers would have been hit if the regular season ball were being used. On Thursday, Arthur published a new piece showing that the postseason baseballs are also affecting pitchers, producing slightly less vertical break (by about 0.4 inches) on curveballs, and that “Sliders are cutting across the zone a little less; sinkers staying a little more buoyant… [The changes] all seem to hover on the border between just large enough that baseball’s tracking system can detect them and just small enough that a major-league hitter probably wouldn’t care.” Read the rest of this entry »

In a postseason full of headline-grabbing stories (the ball is de-juiced! Gerrit Cole is a cyborg! The Nationals win in the playoffs now!), a quiet bulletin came out on Wednesday. Bloomberg’s Scott Soshnick reported that Major League Baseball will now allow investment funds to take minority stakes in teams.

The news cycle moved on. The Yankees-Astros game was postponed! What will A.J. Hinch and Aaron Boone do with their rotation flexibility? Did you know Juan Soto isn’t yet 21? There are big baseball things happening right now! Investment mumbo-jumbo has a way of fading to the background.

I’m here to tell you that it matters. Not in an urgent, baseball-ends-today way, but in a way that could change the nature of the sport long-term. This story might not be on everyone’s radar right now, but it’s important to consider the ramifications and conflicts of interest that can arise from a small change.

To understand what this decision means, we’ll need a little background. First, let’s talk about what an investment fund is. It’s a broad term by design, one that encompasses many different ways of pooling together money. Without further comment from MLB, we can’t know the exact specifications of what they’ll allow, but we can make some educated guessed. A college endowment? Definitely. A special purpose fund raising money from 100 rich people to invest in teams? Certainly — one has already been started, and it plans to raise $500 million to purchase minority stakes.

What about a pension fund? Pension funds’ preferred tax status mirrors that of college endowments, and the two invest in very similar ways. A hedge fund? Baseball will have to spell out the rules, but that doesn’t seem so different from letting endowments or pensions own minority shares, and it’s certainly not much different than a special purpose vehicle. Heck, hedge funds are largely specialized investment pools already, and endowments and pensions make up a sizable portion of hedge fund assets under management. Read the rest of this entry »

The Yankees and Astros both won over 100 games in the regular season but nobody beats Mother Nature. When a rainstorm causes cool terms like “bomb cyclone” or “explosive cyclogenesis” to be bandied about, you know you’re not expecting a light drizzle. Yankee Stadium is currently dry, but with a system the size of the mid-Atlantic barreling up the coast, it didn’t make sense for MLB to pretend that tonight’s ALCS Game 4 was going to take place. Just look at the radar, courtesy of the National Weather Service:

Yikes. The rain provides the Yankees and Astros with an extra off-day now at the expense of losing an off-day between a possible Game 5 and Game 6. This isn’t a big deal for the hitters, but it will result in some revised pitching plans. In a five-game divisional series, teams can generally muddle through with a three-man rotation. Due to the 2-2-1 format, no team plays on three consecutive days, and while the Game 1 starter would have to pitch Game 4 on short rest, the Game 2 starter can pitch in a possible rubber match on normal rest. This extra rest gives teams the flexibility to either stretch their best three starters or, as the Nationals demonstrated, use starting pitchers in relief more aggressively.

But short of baseball going to some kind of impractical 2-2-1-1-1 format, that doesn’t quite work in a seven-game series. So unless you’re going to have your entire rotation do it 1930-style, you’ll need to use a fourth starter. That isn’t an ideal situation for either the Yankees or the Astros. From a pure projection standpoint, it’s actually doesn’t move the probabilities. The Astros get an immediate benefit in that they avoid a Bullpen vs. Bullpen Game 4; ZiPS takes bullpen depth into consideration and Yankees enjoy a significant projected edge in any such bullpen game. Before the rainout, ZiPS projected the Yankees to have a 56%-44% edge in a home bullpen duel, so it’s a nice game to delay if you’re Houston.

The problem you run into with this model is that the rainout doesn’t really add an extra day of rest, it simply moves it. Since there are only two days of rest for a Game 4 starter to pitch in Game 7 now, both teams end up repeating the dilemma of either using a fourth starter — particularly problematic for the Astros — or going with a bullpen game. Read the rest of this entry »

The Washington Nationals are World Series bound following Tuesday night’s sweep-completing 7-4 win over the St. Louis Cardinals. They couldn’t be much hotter. Since a September 18 loss to the team they just vanquished, the Dave Martinez-managed Nationals have won 18 of their last 21 games.

How remarkable was their turnaround from the 19-31 start that had Martinez firmly in the crosshairs? The 2005 Houston Astros, the 1973 New York Mets, and the 1914 Boston Braves are the only other teams to have made it to the World Series after being 12 games under .500 at any point during the season.

The Cardinals deserve some credit of their own. The Mike Shildt-skippered squad went 47-27 in the second half, then beat the favored Braves in the NLDS. They simply had the misfortune of running into a pitching-rich Nationals team that has now punched its ticket to the Fall Classic.

Here are perspectives from participants on each side, gathered prior to, and after, Games 3 and 4.

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Following Game 3, I asked Martinez about team’s confidence level, which is undoubtedly the highest it’s been all season. With the early-season struggles in mind, just how important is confidence to a team’s success? Read the rest of this entry »

NEW YORK — The Yankees had their chances against Gerrit Cole on Tuesday afternoon, golden opportunities of the type few if any of the 29-year-old righty’s opponents saw this season — the type that can haunt a team if it fails to convert them. The Yankees could not, stranding nine baserunners through the first five innings and going 0-for-6 with runners in scoring position. Though less dominant than usual, the Astros’ co-ace wriggled out of jam after jam, and may have gotten the benefit of a de-juiced baseball when a fifth-inning Didi Gregorius drive that appeared destined to become a Yankee Stadium short porch special — a potential three-run homer that would have erased Houston’s 2-0 lead — died at the wall in right fielder Josh Reddick’s glove. Meanwhile, Reddick and José Altuve each homered off starter Luis Severino, helping to power the Astros to a 4-1 victory in Game 3 of the ALCS, giving them a two games to one lead.

As noted in my piece on Cole, throughout his otherwise incredible season, he was at his most vulnerable in the first inning, allowing 16 runs in 33 starts, a rate of 4.36 per nine innings. As the shadows stretched across the diamond in the Bronx, the Yankees were poised to add to that litany when leadoff hitter DJ LeMahieu singled up the middle on Cole’s fifth pitch, and Aaron Judge followed with a shift-beating single to right field. Through the entire season, Cole had given up just seven hits before recording his first out, and only once (April 20 against the Rangers) allowed back-to-back hits to start a game. Here he recovered to retire Brett Gardner on a routine fly ball and Edwin Encarnación on a popup, then walked Gleyber Torres on four pitches, producing just the ninth bases-loaded situation he faced all year. His first-pitch curve to Gregorius, however, produced a harmless groundout.

The Yankees had another chance in the second inning, when with two outs, Aaron Hicks — starting his first game since August 3 after suffering a right flexor strain that was believed to be season-ending — battled his way to a 10-pitch walk, and LeMahieu smacked the next pitch up the middle for a single. Cole escaped by fooling Judge with a mix of curves and sliders, striking the big slugger out chasing one of the latter, low and away. Eleven batters into his start, the pitcher who punched out 326 hitters this year finally recorded his first K of the day.

“I actually think the beginning of the game he had a hard time finding his stuff and finding his tempo, his rhythm,” said manager A.J. Hinch afterwards. “He was still getting through his outing, made some really big pitches, had some pressure on him.” Read the rest of this entry »

The St. Louis Cardinals are having a terrible postseason at the plate. They were no-hit for seven and two-third innings by Aníbal Sánchez for goodness sake, and while their subsequent struggles against Max Scherzer and Stephen Strasburg made more sense, it’s fair to say the team has a problem. But St. Louis had the worst non-pitcher wRC+ among teams to qualify for the postseason, so it’s hardly a surprise to see its roster scuffle against playoff rotations.

The Cardinals’ recent three game stretch of futility leaves their team postseason slash line at .207/.264/.331, a truly grim line. No one is questioning their credentials as the worst postseason offense. The next team on the list, though, might surprise you: it’s the Houston Astros, who are hitting a collective .218/.281/.367 through seven games. A dramatic Carlos Correa home run evened their series with the Yankees 1-1, but they’ve still only produced three runs over two games of the ALCS.

Houston’s offensive ineptitude hasn’t yet caught up to them, but it’s still concerning. Heck, the team literally cracked the code in their shelling of Tyler Glasnow in the ALDS, and their offense has struggled mightily even after accounting for that. There’s some chance, however remote, that the Astros’ offense is doomed, that everyone turned into a pumpkin at once. There’s a higher chance that we should just completely ignore this result; during the regular season, the offense produced a 126 wRC+, easily the best in baseball. But rather than take either extreme course, let’s take a closer look at what has happened and see if we can find any takeaways.

One thing you’ll hear ad nauseam at FanGraphs is that context is important when it comes to looking at a team’s season-long stats. Postseason rosters can be constructed quite differently than a team’s regular-season squad, and looking at 162 games of fill-ins and getaway day lineups can obscure a team’s true talent level. Read the rest of this entry »

With the Nationals, it’s always the damn bullpen. Over the past eight seasons, that unit has provided the franchise with more embarrassment and grief than relief, from Drew Storen‘s ninth-inning meltdown against the Cardinals in Game 5 of the 2012 Division Series to manager Matt Williams‘ passivity in the late innings of Game 4 of the 2014 Division Series against the Giants, to Jonathan Papelbon‘s attempt to choke Bryce Harper near the end of the 2015 season, to the ongoing fiasco of the past two years, including Trevor Rosenthal’s reach for infinity. Washington’s bullpen ranked among the majors’ very worst this year, and while its overall numbers in the postseason aren’t pretty, some stellar high-leverage work has helped the team advance further than ever, winning the Wild Card game over the Brewers, defeating the Dodgers in the Division Series, and taking the first two games of the NLCS from the higher-seeded Cardinals in St. Louis.

Indeed, while the headline-grabbing no-hit bids of Aníbal Sánchez and Max Scherzer are the primary reason for that 2-0 lead, the unit with the 6.04 ERA thus far in October — third-worst among the 10 postseason teams, ahead of only the now bygone Twins (9.00) and Dodgers (6.75) — has come around lately. In winning their past four games, the Nationals’ relievers have allowed just one run and five baserunners (four hits, one hit-by-pitch) while striking out eight in 9.1 innings. Driven by a combined seven innings from Sean Doolittle and Daniel Hudson in that span, that small-sample stinginess probably can’t be maintained to the same degree over the remainder of October, but it’s a refreshing rebound given the bullpen’s work over the first three games of the Division Series, when the group allowed five homers and a ghastly 14 runs in nine innings, even with one exhilarating inning from Scherzer in their NLDS Game 2 victory:

Read the rest of this entry »

It’s amazing how quickly a baseball game that has gone on for four hours and forty-nine minutes can end. On the first pitch of the bottom of the 11th inning — before the broadcast had even gotten a chance to fully cut away from its commercial break housekeeping — Carlos Correa ended Sunday night’s epic affair with a single swing.

It was a no-doubter right off the bat, and as Correa watched it fly, he pulled off one of the best postseason home-run celebrations we’ve yet seen. He walked down the line, bat parallel to the ground in his hand, before casting it aside; he cocked a hand to his ear, waiting for the cheers, daring any disapproval. Then, taking off down the bases, he pointed a finger upward, to all the fans leaping from their seats, before shooting his batting helmet into the waiting arms of his teammates, gathered around home plate to greet him.

One has to go on quite a journey to reach a point of such inspired triumph, and Game 2 certainly provided such a journey. Far from the one-sidedness of Game 1, Game 2 saw the Yankees and the Astros exchanging narrow leads before spending five innings knotted in a 2-2 tie. While the Yankees’ bats and the individual performance of Masahiro Tanaka shared the spotlight in Game 1, it was pitching on both sides that took center stage for most of Game 2 — though the two teams constructed their dominant performances in rather different ways.

In the early going, the game looked like it could easily get out of hand for the Yankees. Starter James Paxton walked George Springer to lead off the bottom of the first, which, unfortunately for him, turned out to be a harbinger of command issues to come. Paxton never seemed comfortable; there was some speculation that he was tipping pitches, or that the Astros were stealing signs. Whatever the cause, it didn’t take long for the Astros to jump on him. A single from Alex Bregman, a walk from Yordan Alvarez, and a double from Correa in the bottom of the second gave the Astros an early 1-0 lead. After Michael Brantley and José Altuve reached on back-to-back singles with one out in the bottom of the third, Aaron Boone went to his bullpen. Any hope of length out of Paxton was dashed early. Read the rest of this entry »

Two spring trainings ago I was at the Padres complex in Peoria, Arizona, chatting with Dave Cameron. The longtime FanGraphs frontman had recently joined the NL West club as an analyst, and he had a suggestion. “You should talk to Rowan Wick,” Cameron said of the non-roster invitee whom San Diego had claimed off waivers the previous month. “He’s a good story.”

Indeed he was. Wick entered pro ball as a catcher in 2012, converted to the mound in 2015, and possessed what was later described to me as “one of the shortest, quickest arms I’ve ever seen.” He’d had yet to throw a pitch in the big leagues.

I didn’t get a chance to talk to Wick before departing Arizona, but I remembered Cameron’s suggestion when I returned to the Cactus League this past spring. The right-hander — now with eight-and-a-third MLB innings on his resume — was in camp with the Cubs, a long shot to make the team. A full year after having the bug put in my ear, I wrote about the 26-year-old hurler from North Vancouver, British Columbia.

He proceeded to outperform all expectations. The bulk of his big-league action coming since mid-June, Wick logged a 2.43 ERA and a 2.82 FIP in 31 games out of the Chicago bullpen. Those weren’t even his most-impressive numbers. Opposing hitters slashed a paltry .183/.295/.233 against his overpowering arsenal — one which included a retooled secondary offering.

Wick pointed to just that when asked to explain his breakout campaign. Read the rest of this entry »