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Archive for Red Sox

The Clay Buchholz Data We All Could’ve Guessed

I’d like to share something with you from last Saturday’s ALCS Game 6. We all know now how that game turned out, but in the top of the sixth the eventual result was still a mystery, and the Red Sox were clinging to a tenuous lead. Given that the score was so close, every pitch was important, and when Clay Buchholz got to two strikes against Miguel Cabrera, a fan in the stands tried to get everybody amped. What he wanted was a standing ovation. What he wanted was mounting two-strike applause. Sometimes it works. You know it when you hear it, and it’s a sure sign of a stadium that’s engaged and invested.

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Instead of everyone else standing up, within seconds the highlighted fan sat himself down. The crowd couldn’t sustain proper electricity given the game’s deliberate tempo. After the fan, the camera cut next to Buchholz:

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Buchholz took his sweet time. Sure, absolutely, you don’t want to make a mistake there to Cabrera, but you’d think it would be possible to realize how not to make a mistake in a shorter period of time. The crowd had a little life, but there wasn’t a lot of noise when Buchholz delivered his next pitch. Cabrera hit it for a single, knocking Buchholz out of the game. Shortly thereafter, the Tigers took the lead in what could’ve and should’ve been a more pivotal frame. Is there a connection between the lack of noise for Buchholz and the Cabrera at-bat result? Would Cabrera have done something else had the crowd been more lively, had Buchholz worked faster? Probably not, no, but by introducing the questions I can lend a little artificial significance to the rest of this article. We’re talking about pace!

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How Two Cardinals Slammed the Door in Game 2

Here’s something you might not have known about the Red Sox: they’re good, especially at the hitting part. Over the course of the regular season, they scored 853 runs in 1439 innings, or about 0.6 runs per. Pitchers facing the Red Sox posted a 5.02 ERA, nearly half a run higher than the next-highest mark. As the Red Sox demonstrated in Game 1, they’re capable of scoring runs in a hurry, which, incidentally, is the only thing they do in a hurry, and this is one of the reasons why the Sox are probably the best team in baseball. That statement should hold true no matter how this series ends up.

Much of the talk after Game 2 is focusing on the top of the seventh, when the Cardinals rallied and took advantage of some defensive lapses to establish a two-run lead. In that frame the Cardinals went ahead 4-2; by that score, the Cardinals were triumphant. But a two-run lead against the Red Sox in Fenway is precarious, no matter how it’s achieved. Better to be ahead than behind, of course, but the Cardinals couldn’t have considered their position safe. They still needed to keep the Red Sox off the board, and that’s where Carlos Martinez and Trevor Rosenthal came in handy.

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David Ortiz and the Meaningful Meaningless

The most amazing thing that happened in the first game of the World Series happened when the game was already well in hand for the Red Sox. The first inning was nearly turned upside-down by an embarrassing initial call, and Pete Kozma performed worse in the field than at the plate, and Adam Wainwright and Yadier Molina allowed the easiest of pops to drop between them. It was, without question, a weird game, and the Cardinals never got themselves righted, but if you’re in search of the amazing, you look to the bottom of the seventh. When David Ortiz came to the plate, Boston’s chances of winning were just under 99%. When David Ortiz took his curtain call, Boston’s chances of winning were just under 100%. What Ortiz did hardly mattered, in the grand scheme of things, or even in the lesser scheme of things. A not-close game became a less-close game. But what Ortiz did hadn’t been done.

I was looking forward to watching Kevin Siegrist face David Ortiz, as much as you can look forward to any individual matchup late in a five-run game. Ortiz, obviously, has his own presence, which goes beyond the statistics, but Siegrist has been good and lately he’s been throwing harder. In September and October he’s been pushing his fastball to 98 and 99, and between him and Ortiz, I was interested to see who would have the advantage. It could at least mean something for the rest of the series. The at-bat was over in one pitch. Siegrist did throw his fastball.

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Jon Lester Good, Cardinals Not

Wednesday night, in Game 1 of the World Series, Jon Lester was good. The Cardinals’ hitters, in turn, were not, or at least their performance was not, and as a consequence, the Cardinals lost. The Red Sox are now ahead by a game, and the Cardinals have as long as possible to wait for the next start by Adam Wainwright.

That’s the story, basically. It’s not the story that’s going to get all of the physical and electronic ink — the Cardinals’ defense, early on, was atrocious, and Wainwright gave up a few solid hits, and Carlos Beltran got hurt robbing a grand slam, and David Ortiz subsequently got his home run anyway to pour gravy all over the blowout. There’s a lot that’ll be written about what went wrong for St. Louis early. There’s a lot that’ll be written about the implications of Beltran being injured. But the Cardinals didn’t score a run until Ryan Dempster hung a splitter in the top of the ninth. With some luck, this game could’ve been closer. With some luck, this game could’ve been even more lopsided. Against Lester, the Cardinals just weren’t going to win without a miracle.

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The Complexity and Simplicity of David Ortiz vs. Mike Napoli

The good news for the Red Sox: they’re in the World Series! That’s amazing! And they have home-field advantage, too, thanks to the heroes and zeroes included in this box score. At this point, while both the Red Sox and Cardinals are quite good, you have to think of the Red Sox as being the favorites. Yet, there’s bad news for them as well: as an American League team with a quality designated hitter, they’ll have a decision to make before the games in the National League ballpark. David Ortiz and Mike Napoli can both hit the crap out of the ball, but when Boston’s in St. Louis, one of them is going to have to sit, at least for the first several innings.

John Farrell has already gone on record as saying that Ortiz will start at first base at least once, maybe twice. And, who knows, he’s free to change his mind at any point, since he’s the one who draws up the lineups. It’s only natural to want to investigate the same question. Who should start at first in St. Louis, between Ortiz and Napoli? Which starter would most increase Boston’s win probability, and thus Boston’s World Series win probability? Getting to the answer is almost impossibly complex. Because of that, in a way, it’s also unthinkably simple.

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Faster Fastballs and Boston’s Slugging Sluggers

The league’s getting faster. Not the time of game — fastball velocity. And throwing some of the fastest fastballs in a league of fast have been the Cardinals, whose 92.6 mph average as a staff was good for third overall this year. The Red Sox did fine against a Tigers team that was only .3 mph short of that average, but going into this World Series, it’s still fair to say they will see some fastballs that are over 94 mph. And it’s fair to wonder how they’ll do against that added oomph.

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Daniel Nava, Jonny Gomes, and Throwing Out the Platoon

After several years of trying to fill the post-Manny hole in left field with the likes of Carl Crawford, Bill Hall (!), Scott Podsednik, & Jeremy Hermida, the Red Sox actually managed to put together a cost-effective and productive platoon situation in 2013.

Returnee Daniel Nava would hit the righties (and he did, with a .392 wOBA), and free agent acquisition Jonny Gomes would hit the lefties, which he did as well, putting up a .346 wOBA split. Including the surprising Mike Carp, who was acquired in February when the Mariners couldn’t find room for him and who shockingly hit everyone (.382 wOBA), the Red Sox left fielders put up the team’s most valuable season for the position since 2009, also known as “the last year Jason Bay was any good”.

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Analyzing the Umpires: World Series Edition

Yesterday, the names of the World Series umpires were released, with John Hirshbeck serving as the crew chief. Like I have done for the first two rounds in the playoffs, I will examine each umpire’s strike and ball calling tendencies. Overall, the group is pretty solid, with the exception of Bill Miller, who calls one of the league’s largest strike zones.

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Koji’s Curve

Like many relievers, Koji Uehara basically throws something fast, and something offspeed. Unlike many relievers, Uehara doesn’t really throw a breaking ball. He throws a pitch that breaks — every pitch breaks — but you don’t look for him to throw a slider or a curveball. After Saturday’s ALCS Game 6, when Uehara was all the rage, someone on FOX asked Boston manager John Farrell if Uehara had  thrown a curve before. Farrell said his closer thew one once and hit a guy; he hadn’t thrown a curveball since. Everything else was fastballs and splitters, and because of those pitches — and because of Uehara’s command of them — he didn’t need anything else on the way to one of the greatest relief seasons in recent history. You could say Uehara’s third pitch is location. That wouldn’t make sense, but people would know what you meant.

I decided to fact-check Farrell’s remark. At least, I think it was Farrell, but it doesn’t matter in this instance. Uehara did throw a curveball this season. According to Brooks Baseball, it was one of the least frequent pitches in the league, like Kris Medlen‘s slider, or Mark Melancon’s changeup. But it did exist. Just not exactly as Farrell remembered it. In fact, this past season, Koji Uehara threw three curveballs. These are their stories.

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The Grand Slam That Almost Wasn’t

Astute readers with the internet access necessary to read this article are probably aware that the Boston Red Sox will be meeting the St. Louis Cardinals in the 2013 World Series. They are also probably aware that it was Shane Victorino who played hero for Boston, delivering a game winning grand slam in the seventh inning. Before Victorino’s home run, it was a bit touch and go for the Sox.

The Tigers threatened a monster of a rally in the top of the sixth. With no outs, two runs already plated and runners on first and third, Jhonny Peralta grounded out into an…interesting…double play. Dustin Pedroia tagged Victor Martinez on his way to second before throwing home. Prince Fielder – caught in a rundown – desperately tried to make it back to third. He fell short.

Still, the Tigers did take a 2-1 lead in the inning. Between Max Scherzer and a strong bullpen, the Tigers must have felt good about their roughly 80 percent chance to win.

The Sox weaseled their way out of a second potential rally in the seventh. Austin Jackson singled with one out but was promptly picked off. Jose Iglesias followed with a hit and Torii Hunter reached base on an error. Unfortunately for the Tigers, the shell of Miguel Cabrera grounded out to end the inning. With the Tigers out of it, we’ll be left to wonder if things would have been different with a healthy Cabrera. And there’s no doubt that plenty of analysts will second guess Jim Leyland’s decision to continue to play Cabrera through injury for most of the season.

Having handled two potential rallies while keeping the game within reach, Boston’s offense got to work in the home half of the seventh. Scherzer was lifted after recording one out and allowing two base runners to reach. Drew Smyly was brought in to face Jacoby Ellsbury, but a costly error by Iglesias allowed the Sox to load the bases. With Victorino coming to the plate, Leyland brought in former Astros closer Jose Veras to limit the damage. Let’s just say that some moves work out better than others. After Victorino’s home run, the Tigers went quietly into the night.

But slightly different circumstances could have led to a very different outcome (that’s always the case in baseball, but bear with me). Prior to Game 5, Victorino made the decision to begin switch hitting again. Ostensibly, he wanted to counter Detroit’s difficult all-right-handed rotation.

Victorino has switch hit for his entire major league career, but gave up batting left-handed in early August due to injuries. Batting lefty against Anibal Sanchez, his first two at bats produced weak results – a strike out and a fielder’s choice. Victorino reverted to batting right-handed for his third at bat. Coincidentally, that resulted in a strikeout against Veras.

Since giving up batting left-handed, Victorino has had one of the most productive stretches of his career. August saw him post a .419 wOBA and seven home runs. Between August 4th and the end of the season, six of his 10 home runs came batting righty against right-handed pitching. He posted a .395 wOBA in 115 plate appearances against same-handed pitchers.

Victorino has always featured better power from the right side. His career numbers bear that out – a .204 ISO batting right-handed versus a .132 ISO batting left-handed. His power batting left-handed has been even worse over the past two seasons, although the sample size involved limits our ability to draw strong conclusions.

Given the numbers discussed thus far, it’s fair to wonder why Victorino bats left-handed at all. After all, he performed well in the regular season and provided postseason heroics without batting lefty. While it’s possible that Victorino may be better as a purely right-handed batter, it appears to be a trade off between power and plate discipline. He struck out over 21 percent of the time against same handed pitching compared with a rate around 12 percent against opposite handed pitching. His walk rate also halved against same handed pitching, falling from a little over five percent to 2.6 percent.

Over a small sample, that poor plate discipline didn’t adversely affect his numbers, but it’s quite possible that major league pitchers would find ways to further exploit Victorino by discovering where he’s weakest. Alternatively, it’s not hard to imagine that Victorino could improve those rates with practice, although it does seem a bit late in his career to work that out.

Had Victorino stuck with his plan from prior to Game 5, he would have come to the plate against Veras batting left-handed with the bases loaded. He probably would not have hit a grand slam. The Sox did have a 56 percent chance to win the game at that point and our hypothetical lefty batting Victorino may have added to those odds. But it probably would not have the 37 percent leap that his home run provided.