Early in this NLCS, when the defining feature of it seemed to be the randomness of Brandon Woodruff‘s Game One homer off Clayton Kershaw and Wade Miley’s Game Two double off Hyun-Jin Ryu, it was easy to scoff at the hype equating the series to a chess match between managers Craig Counsell and Dave Roberts. As the series has unfolded, however, watching Counsell handle the Brewers’ pitching staff in a fashion largely without precedent in postseason baseball and Roberts use the Dodgers’ roster’s depth and versatility to counter with “line changes” (in the hockey sense) to secure the platoon advantage in as many spots as possible has made for a compelling accompaniment to the action on the field.

Never was that more true than in Game Five, when Counsell’s shockingly quick hook of Miley in favor of Woodruff — echoing a tactic from a World Series nearly a century ago — and Roberts’ persistence in sticking with Kershaw made for the series’ starkest contrast yet. Ultimately, the Dodgers outlasted the Brewers for a 5-2 win and a 3-2 series edge.

The wily, left-handed Miley had pitched brilliantly in Game Two, retiring 17 of the 19 Dodgers he faced while helping to keep the Dodgers scoreless through six. Only after he departed did Los Angeles’s offense show signs of life, ultimately breaking through for a 4-3 win. When Counsell announced that Miley would start Game FIve on three days of rest, the choice seemed logical given the team’s loose definition of a “rotation,” because nobody expected seven innings or 100 pitches. Four innings, give or take, made perfect sense, even with the staff having been stretched for 13 innings in their Game Four loss.

Roberts, whose all-righty starting lineup from Game Two floundered against Miley, sensed an early move might be afoot and guarded towards an early change to a righty by starting two lefties and rejiggering his outfield:

Muncy, who hit for a 141 wRC+ against southpaws, was starting at second base for the first time since September 11 and just the 14th time all season. Bellinger, Tuesday night’s hero, managed just an 88 wRC+ against southpaws this year.

As it turned out, Miley threw just five pitches, walking Bellinger and getting the hook — not for injury or performance reasons, but because that had been Counsell’s plan all along — to switch to the right-handed Woodruff, who had thrown two impressive, perfect innings in Game One. The idea to bring Miley back to start Game Six in Milwaukee. It was a plan so secret that only the two pitchers, Counsell, and his staff knew ahead of time; Woodruff couldn’t even tell his family, and players such as Lorenzo Cain professed to be caught off guard.

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Last night, Manny Machado scored the decisive run in an extra-inning walkoff victory to tie the NLCS at two games a piece and put the Dodgers within two wins of the World Series. When discussing Machado and last night’s game, we’d ideally be focusing on his key hit, his smart and aggressive take of second base on a wild pitch, and his impressive dash from second to home on a single to right field that barely beat a strong throw from Christian Yelich.

We aren’t talking about that, though. We’re talking instead about a play in the 10th inning of last night’s game on which Manny Machado made contact with Brewers first baseman Jesus Aguilar:

In real time, it looked really awkward, but not necessarily malicious. After the game, the Brewers said the play was dirty or insinuated as such by questioning Machado’s general attitude about playing hard. From the MLB.com story:

“It’s a dirty play by a dirty player,” Brewers right fielder Christian Yelich said.

“It looked like it,” Aguilar said. “I’ve known Manny for many years and I don’t know why he would act like that.”

Brewers manager Craig Counsell threw shade at Machado when asked if the play went beyond the grounds of hard play.

“I don’t know,” he said. “I guess they got tangled up at first base. I don’t think he’s playing all that hard.”

Machado didn’t really back down either:

“If that’s dirty, that’s dirty,” Machado said. “I don’t know, call it what you want. I play baseball. I try to go out there and win for my team. If that’s their comments, that’s their comments. I can’t do nothing about that.”

Let’s start by giving Machado the benefit of the doubt and assume, for sake of argument, that it was just a weird play. In that spirit, let’s take a few closer looks at it to see what kind of determinations we might be able to make. Here’s another angle from directly behind Machado.

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Postseason baseball has not come easily to Cody Bellinger. After setting an NL rookie record with 39 home runs in 2017, the then-22-year-old endured ups and downs last October, coming up big in the Dodgers’ Division and League Championship clinchers but going 4-for-28 with a record setting 17 strikeouts in the World Series. Those struggles had continued this fall, in the form of a 1-for-21 skid through Game Four of the NLCS and a spot on the bench for Game Four, as lefty Gio Gonzalez started for the Brewers. Nonetheless, in a five-hour, 15-minute slog that he didn’t even enter until the sixth inning, Bellinger played the hero, first with a diving catch on a potential extra-base hit off the bat of Lorenzo Cain in the 10th inning and then a walk-off RBI single in the 13th, giving the Dodgers a 2-1 victory.

The hit was actually Bellinger’s second of the night. His first came in the eighth inning, when he countered the Brewers’ defensive shift with an opposite-field single off the nearly unhittable Josh Hader, a Nice Piece of Hitting.

Bellinger, despite his pull tendencies, ranked ninth in the majors on grounders against the shift during the regular season, with a 98 wRC+. His 111 wRC+ overall on balls in play against the shift ranked 24th among the 123 hitters with at least 100 PA under such circumstances, which is to say that he’s fared well in this capacity — among the many other ways he’s fared well — despite this October slump.

Paired with Max Muncy’s leadoff single earlier in the inning, it was the first time all year that the Brewers’ fireman yielded multiple hits to left-handed batters in the same outing. The Dodgers couldn’t convert there — more on which momentarily — but Bellinger would only come up bigger.

Here’s Bellinger’s catch off Cain’s liner, which led off the 10th inning against Kenley Jansen. According to Statcast, it had a hit probability of 94%:

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Five years from now, when we think about Game One of the NLCS between the Dodgers and Brewers, I’m guessing we’ll probably think about the ninth inning: taut, suspenseful, and fundamentally baseball-y in the best way. If the Brewers go on to win the World Series, completing the job the 2008-11 versions of the club never could and exorcising some of the demons still haunting the area formerly occupied by County Stadium (which is actually just the parking lot right outside Miller Park), that ninth inning will be remembered as a key step along the way. I hope it is. The ninth inning was The One Where the Brewers Hung On. But I hope that fond memory is not eclipsed, at least today, by our shared memory of the third inning: The One Where Clayton Kershaw Couldn’t Hit His Target.

For the sake of narrative appeal, it would have been ideal for Kershaw to have entered the inning all youth and innocence, grown in stature by vanquishing a series of increasingly insalubrious foes, and then fallen to an antagonist at the dramatic climax of the tale.

That is not what happened, however. What happened instead is that Kershaw just began the inning by allowing a home run to Brandon Woodruff. Here is a picture of where Yasmani Grandal wanted the pitch that Woodruff ended up hitting out:

And here is a picture of where the ball ended up right before Woodruff blasted it into Toyota Territory™:

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There’s been a tiny little surge of pitch-tipping content. Ben Harris identified credible evidence that Luis Severino was tipping some of his pitches. And Fabian Ardaya wrote about Ross Stripling tipping his pitches. Now, within the Stripling article, there’s also a brief point made about Rich Hill. Chase Utley is apparently a wizard at looking for pitch signals. Utley saw that Stripling was doing something, but Utley also saw that Hill was doing something. Being a good teammate, Utley let the pitchers know. Hill already folded in a quick fix. One you’re probably able to spot, and spot easily.

Here’s Hill throwing a pitch on September 22:

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With his stellar performance down the stretch — including in the Game 163 tiebreaker that won the NL West — Walker Buehler may have supplanted Clayton Kershaw as the Dodgers’ ace. In Monday night’s Game Three of the NLCS, manager Dave Roberts nonetheless went a bridge too far with the 24-year-old fireballer. For five innings, the young righty had pitched brilliantly, if not flawlessly, against the Brewers, allowing just a lone run. But that run loomed large. For the third time in the series, the Dodgers had failed to put a dent in the Brewers’ starter, and so they entered the bottom of the fifth trailing 1-0 against Jhoulys Chacin, who to that point, had allowed just two hits and two walks (one intentional) himself.

On Chacin’s fourth pitch of the inning, Yasmani Grandal — who has had a rough series on both sides of the ball — dunked a slider into left field for a ground-rule double. Enrique Hernandez lined out to bring up Buehler, who to that point, had thrown 78 pitches and struck out eight while yielding just two hits and one walk. The Brewers had done their damage in the first inning, when Ryan Braun followed a six-pitch walk to Christian Yelich with a scorching double to left field for the game’s only run. From there, Buehler had settled down, striking out the next four hitters and retiring 14 of 16. He was dealing.

Nonetheless, the Dodgers offense was gasping for air, and Roberts had a full and rested bullpen thanks to the off day. He’d stacked his lineup with lefties — Joc Pederson, Max Muncy, and Cody Bellinger — against Chacin, who struggles without the platoon advantage. That left Roberts with a bench full of righties, namely Brian Dozier, David Freese, Matt Kemp, Chris Taylor, and, if necessary, backup catcher Austin Barnes. No doubt the skipper had his eye on using some of those righties to combat lefty Josh Hader later in the game. Still, Freese, Kemp, and Taylor all posted a wRC+ of 113 or better against righties this year, though only Taylor had been that strong last year. Of that trio, both Freese and Taylor handled sliders from righties well this year, with wOBAs of .388 and .336 according to Baseball Savant; over the past three years, however, only Taylor (.350) has been above .300 among that trio.

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We’re now two games deep in both League Championship Series, which makes it a good time to take stock of some of the small-sample stuff that makes up the postseason. As before, I’ll note that there’s always some danger in ascribing too much meaning to the numbers underlying the wins and losses. That said, it’s difficult not to notice certain trends and, having noticed them, not to connect them with what we’ve seen over the course of the regular season. Inclusive of the Wild Card and Division Series rounds, as well, here’s what has caught my eye over the past week.

Justin Time I

On the heels of last year’s championship run, Justin Verlander continues to stand out in October — relative not only to the other frontline pitchers of this current postseason but to a generation of October veterans. Here’s a quick look at the nine starters who have taken two turns thus far in this postseason, ranked by cumulative Game Score (Version 2):

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After throwing Jhoulys Chacin on short rest for the division title two weeks ago and then in Game Two of the NLDS against Colorado shortly after that, Brewers manager Craig Counsell opted to skip Chacin for the first two games of the NLCS against the Dodgers. As I noted last week, the move made sense: while Chacin functions as the club’s nominal ace, the Brewers nevertheless gained an advantage over the Dodgers by throwing two left-handed starters.

The plan very nearly worked: Milwaukee took the first game of the series, then took a 3-2 lead into the eighth of Game Two before the bullpen coughed up the victory. With the series headed back to Los Angeles, Chacin will get his first start of the NLCS after eight days of rest. The Dodgers could provide some matchup problems for Chacin.

Jhoulys Chacin has always had platoon issues. By that standard, this season was no different. Against right-handers this year, Chacin struck out 24% of batters, walked 7%, and gave up a homer to one out of every 56 batters. When at a platoon disadvantage, however, Chacin struck out just 15% of batters, walked 11%, and gave up a homer to one out of every 37 batters he faced. The Dodgers — thanks in part to lefties Cody Bellinger, Max Muncy, and Joc Pederson, and also switch-hitting Yasmani Grandal — put up an MLB-best 124 wRC+ (non-pitchers) against right-handed pitching this season. It’s clear, in light of this, why Counsell might have avoided using Chacin for a few games after a heavy recent workload and a couple lefty options. Moving Chacin’s game to Los Angeles also meant moving away from Miller Park, the third-best stadium in baseball for left-handed home runs. The Dodgers do play in a park that is homer-friendly for lefties, but not to the extent of Milwaukee.

The thing to watch, in particular, will be how Chacin’s slider fares against Dodgers hitters. This season, the Dodgers have been one of the very best teams in baseball against right-handed sliders, per Baseball Savant.

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Episode 839
Dan Szymborski is the progenitor of the ZiPS projection system and a senior writer for FanGraphs dot com. He’s also the guest on this edition of the program, during which he examines which managers have produced the best performances of the postseason. Also: Szymborski’s argument for playing Matt Kemp at shortstop. And: a status update on the forthcoming projections for 2019.

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 49 min play time.)

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With the presence of two analytically driven clubs in the NLCS, much of the attention paid to the series will focus on how each team responds to moves made by the other in an effort to gain the upper hand. For the Brewers, one area particularly well suited for creative decision-making is the rotation. As documented by Jeff Sullivan last week, Brewers starters recorded the highest collective ERA of all this year’s playoff teams after accounting for league and park. The weaknesses of the rotation, however — in the hands of a club willing to ask questions — also represents an opportunity for creative solutions.

Consider: in the team’s incredibly important Game 163, manager Craig Counsell opted for the team’s best starting pitcher, Jhoulys Chacin, on short rest. Then, in Game One of the Division Series against the Rockies, the Brewers piggybacked Brandon Woodruff and Corbin Burnes before going with Chacin on short rest again for the second game of the series. Counsell bypassed Wade Miley until Game Three of the Division Series and passed over Gio Gonzalez entirely.

For the series with the Dodgers, though, those final two pitchers, Gonzalez and Miley, have been named as the starters for Games One and Two, respectively — even though nominal ace Chacin is available on full rest. In this case, however, the use of the two lesser pitchers might ultimately give the Brewers and advantage,

The Brewers employed a bit of gamesmanship with regard to their probable starters for the NLCS, waiting until just yesterday to announce their choices. How they deploy their rotation, though, could have a real effect on the starting lineup selected by Dodgers manager Dave Roberts. To get a better sense of what I mean, let’s start by examining the potential lineups for the Dodgers with the right-handed Chacin on the mound versus either of the two left-handers.

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