Archive for October, 2014

Neil Weinberg FanGraphs Q&A – 10/22/14

2:42
Neil Weinberg: Afternoon, all. We’ll get started at 3pm. Fill up the queue with your stats, data, FanGraphs type questions and then anything else related to baseball that might be on your mind.

I’m @NeilWeinberg44 on Twitter if you want to get in touch that way, too.

3:02
Neil Weinberg: Alright, let’s get started.

3:03
Neil Weinberg: Remember that we have live blogs during each world series game if you need more of this kind of thing. I will likely be hosting Saturday/Game 4.

3:04
Comment From mtsw
If AL teams were given the option to forego having a DH (their pitcher must bat) in exchange for being able to play an extra fielder (giving them 10 men in the field at once) would it be worth the tradeoff to do so?

3:04
Neil Weinberg: Let’s do some quick research

3:05
Neil Weinberg: AL DH: .327 wOBA
AL P: .101 wOBA

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James Shields, Line Drive Machine

If you watched Game 1, you know what was happening to James Shields. If you didn’t watch Game 1, you can figure out what was happening to James Shields, since he departed after 3+ and wasn’t exactly walking the world. James Shields got hit, and for that reason and others, the Royals lost, turning them into World Series underdogs. But I think just to drive the point home, it’s helpful to look at Shields’ full game log, plate appearance by plate appearance as recorded by MLB.com:

  1. line drive
  2. fly ball
  3. line drive
  4. line drive
  5. line drive
  6. line drive
  7. strikeout
  8. groundball
  9. line drive
  10. flyball
  11. line drive
  12. line drive
  13. line drive
  14. groundball
  15. walk
  16. line drive

Maybe you don’t know how many line drives are normal. That many line drives is not normal. That’s ten, out of 16 batters faced and 14 balls put in play. One of the non-line drives was a fly basically hit to the track. Here’s another of the non-line drives, from Hunter Pence in the fourth:

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Madison Bumgarner’s New Weapon

Throughout the playoffs, many of us baseball analyst type have spilled some pixels with regards to Madison Bumgarner’s fastball, because Madison Bumgarner’s fastball is great. It’s the main thing he used to pitch to the tune of a 2.98 ERA and 3.05 FIP this year, it’s the main thing he used to throw all those scoreless playoff innings you keep hearing about, and it’s the main thing he used last night to get the Giants one step closer to winning their third World Series championship in five years.

There are so many little, minute things about baseball that keep me endlessly fascinated. One of them is when a situation appears to be unbeatable. Think Mariano Rivera cutter. Think Miguel Cabrera hitting 0-2 pitches out of the zone for homers during his 2012 or 2013 seasons. Think Barry Bonds. Baseball is already a game of failure, and I just love when things get ramped up a notch from “I’m probably going to fail,” to, “I have no choice but to fail.”

Another one of those little, minute things that fascinate me is a slow curve. I wrote a whole post about them a couple months back, and now I’m writing another one. But more specifically than just the slow curve: the slow curve after a hard fastball. An isolated slow curve is neat. A slow curve after a series of fastballs starts to push into the “unbeatable” territory from above.
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There’s Nothing Salvador Perez Won’t Swing At

In the bottom of the fourth inning of last night’s Game 1, there was a moderately humorous moment when Salvador Perez “struck out” on an 0-2 pitch in the dirt. Buster Posey retrieved the loose ball and tagged Perez for the “out,” all while Perez looked on in amazement, insisting he’d fouled the pitch off.

As it turned out, he had, and after a brief discussion the call was overturned, but you can certainly understand why home plate ump Jerry Meals figured no actual major leaguer would have offered at a pitch that had bounced so far in front of the plate:

perez_foul

Perez would end up striking out anyway, and while this entire post isn’t going to be just about Game 1, I can’t help but show you what are easily some of my favorite Gameday maps of the postseason. At left is Perez’ first plate appearance of the night, a second inning double play that erased a Billy Butler single. At right is the fourth inning appearance we just talked about:

perez_game1_first-two-ab

Madison Bumgarner threw eight pitches to Perez in two plate appearances, and not a single one was really close to being a strike. He still managed to get three outs from it. Bumgarner, obviously, was outstanding. He also got at least a little help from Kansas City’s free-swinging catcher.

Perez has always been a free swinger, of course. At The Hardball Times just last week, Perez was ranked among the 10 worst hitters in the game at making “correct” swing choices. If he’d had enough plate appearances to qualify in 2012 (a knee injury cost him most of the first half), he’d have been tied with teammate Mike Moustakas for 18th-highest O-Swing%. In 2013, he was tied for Ichiro Suzuki for 20th. That’s just who he is. He’s never had a walk rate of even five percent, and even in the minors, he’d walked more than 18 times in a season just once. He’s not as talented a hitter as Pablo Sandoval, but the profile is similar. It’s who he is.

This year, the O-Swing% jumped to second, but at least it had remained somewhat steady through the first three months of 2014. But then…

perez_o-swing

In the second half of this season, his O-Swing% was 52.6, easily the highest rate in the big leagues. More than half of the pitches that head to the plate that wouldn’t be within the PITCHf/x strike zone, Perez offered at, and that’s a tough way to succeed. And he didn’t — in the second half, Perez hit just .229/.236/.360, good for a 61 wRC+, which was not only one of the worst marks in the bigs, it was basically identical to the last few months of the Derek Jeter retirement tour.

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Effectively Wild Episode 561: What the Royals Look Like When They’re Losing

Ben and Sam discuss James Shields, Madison Bumgarner, and what World Series Game 1 reminded us about the Royals.


Alcides Escobar and the Worst At-Bat of the Playoffs

The Giants beat the Royals 7-1 last night, and in any game that lopsided, it’s going to nearly impossible to say that any one play was the cause of the outcome. The Giants just did too many things well, and the Royals too many things poorly, to pin the loss on a single play. But if we were going to isolate one mistake by Kansas City that might have had more of a difference on the outcome than any other, it may very well have been Alcides Escobar’s trip to the plate in the third inning.

Already down 3-0, the Royals entered the bottom of the third with just a 21% chance of winning, by Win Probability, and likely a bit less than that in real life, given that Madison Bumgarner is better than the average starting pitcher. But thanks to a Brandon Crawford error and a Mike Moustakas double, KC got their first two batters into scoring position, bringing up the top of the batting order with three shots to get on the board. Those two players reaching base moved the Royals win expectancy all the way up to 36.5%, so the change in WPA (.155) from the start of the inning was nearly as large as the change in WPA (-.169) on Hunter Pence’s first inning home run.

With runners at second and third with nobody out, the Royals run expectancy for that third inning was 1.91 runs. Both runners should have been expecting to score, and even great pitching by Bumgarner would probably result in at least one run. The hallmark of the Royals offense is making contact, and that’s all they really needed to do in that situation. Hit the ball up the middle or to the outfield and you get a run, most likely. Do it twice and you might get two, even without needing another base hit.

Alcides Escobar stepped to the plate. Escobar’s not a great hitter by any stretch of the imagination — he probably shouldn’t be hitting leadoff in the World Series, but the Royals offense is bad, so there aren’t many better alternatives — but he more than held his own against lefties this year, posting a .319/.342/.442 line against them that was good for a 119 wRC+. His career splits aren’t as dramatic (83 wRC+ vs LHPs, 73 vs RHPs), but Escobar isn’t totally helpless against southpaws, and his primary offensive skill is the one the Royals needed the most; make contact.

Of course, Bumgarner would be trying to counter Escobar’s contact skills, because a strikeout (or an infield fly) was the best possible result he could get in that situation. And with a runner on third base, there’s a bit of an incentive to avoid breaking balls in the dirt, lest one get away from Buster Posey and allow the run to score without the Giants even needing to swing. As Jeff noted last week, Bumgarner has lately been leaning very heavily on his fastball, and his pitch location charts note that he strongly favors throwing high fastballs, because high fastballs get a lot of swinging strikes.

Alcides Escobar, though, is very good at making contact at pitches at the top of the strike zone. Here’s his Contact% vs LHP heatmap from 2014.

Screen Shot 2014-10-22 at 10.03.07 AM

Up-and-in, Escobar almost never swings and misses. Up-and-away, it happens, but still not a lot, unless you get it to the very outer edge of the zone. For reference, here’s Bumgarner’s Contact% vs RHB heatmap for 2014.

Screen Shot 2014-10-22 at 10.05.55 AM

Very high contact rates up-and-in, much lower up-and-away. Bumgarner certainly knows these trends, and the approach was pretty obvious; go up-and-away with high fastballs.

First pitch

EscobarSwing (1)

94 mph fastball in the up-and-in corner, but still in the zone. Almost a perfect pitch, really, and Escobar was only able to foul it off. Tip your hat to Bumgarner; he didn’t hit the spot where Posey was setting up, but he missed into a very tough location to hit. If you’re going to miss your spots, miss them like this.

Second pitch

EscobarSwing (2)

88 mph cutter at the very top of the strike zone. This pitch is probably not called a strike, and Escobar probably shouldn’t have swung at it, but it was in that very tempting slice of the zone that hitters have a tough time laying off. This was just another tough location for Escobar, especially since it had some appearance of a hanging breaking ball, but never really dropped enough for him square up.

Third pitch

EscobarSwing (3)

94 mph fastball about as high as a pitch can be thrown and not end up at the backstop. PITCHF/x recorded the height of this pitch at 4.5 feet off the ground, or about a foot higher than the the top of the strike zone. Let’s put this in some context.

This year, Escobar was thrown 51 pitches with a recorded height of at least 4.0 feet, by PITCHF/x via Baseball Savant. Two of those hit him, three of them were pitchouts, and two more were thrown when a pitcher was issuing an intentional walk, so we can throw those seven out as non-swing-chances. That leaves 44 pitches where Escobar had to decide whether to swing or not. 37 of those times, he chose not to, and on all 37 of those takes, the pitch was called a ball.

Seven times, he swung at a pitch of that was at least 4.0 feet off the ground. Here’s how those swings went for him:

April 15th: Whiff (4.17 feet)
April 16th: Foul (4.06 feet)
April 17th: Foul (4.00 feet)
April 26th: Foul (4.56 feet)
May 2nd: Foul (4.12 feet)
July 5th: Whiff (4.15 feet)
July 18th: Foul (4.28 feet)

Seven swings, seven bad outcomes. I don’t know what his deal was in mid-April, but after some reckless swings in the first part of the season, Escobar hadn’t gone after one up here since right after the All-Star break. There was improvement at this particular weakness, at least, even if he didn’t get better overall in the second half.

But he picked a pretty lousy time to pull that old trick out of his hat. Yeah, he managed to make contact and foul it off, but a take there pushes the count to 1-2, and at least begins to move things a little bit in his direction. For his career, Escobar has a .400 OPS after 0-2 counts, but a .503 OPS after 1-2 counts. Not swinging at that pitch doesn’t make it likely he’d get a hit, but it makes it a little tougher for Bumgarner to go out of the zone again, and increases the likelihood that he could at least avoid the strikeout. But he swung, and it remained 0-2. Credit to Bumgarner for testing the limits of Escobar’s aggressiveness, but this was just an awful swing decision by the Royals leadoff hitter.

Fourth pitch

EscobarSwing (4)

93 mph fastball, just slightly lower than the previous pitch.

If he swung at the last one, might as well try again until he proves he won’t swing, right? This one wasn’t quite as high — only 4.3 feet off the ground this time — but was just as definitely not a strike, and just as definitely not a pitch Escobar should have swung at. He hadn’t swung at a pitch this high in three months, and then he did it on back-to-back pitches in an 0-2 count when a strikeout was the absolute worst outcome he could muster.

Here’s the plot of pitches in the entire at-bat.

BumgarnerEscobar

Yuck.

We can’t lay all the blame on Escobar here, because Nori Aoki also struck out, and then after a walk to Lorenzo Cain, Eric Hosmer bounced weakly to second base. Escobar wasn’t the only one who failed that inning, and even if he had driven in two runs, there’s still a strong chance they lose anyway. Plenty of things went wrong for the Royals besides Alcides Escobar’s atrocious third inning strikeout.

But that was one really awful at-bat. This postseason has had plenty of bad process/good result plays, but Escobar’s approach in that match-up was so bad that the possibility of a good outcome was almost non-existent. Bumgarner deserves a ton of credit for pitching out of that inning, but the Royals certainly didn’t have to help him as much as they did.


Dan Szymborski FanGraphs Chat – 10/22/14

12:00
Dan Szymborski: Afternoon, personages of baseballiary interests.

12:00
Comment From Los
I want your opinion on this more than anyone else since you actually do projections. I started asking this last week when the Royals were up 3-0 against the Orioles and it has picked up some steam. At what point would the Royals (specifically because of circumstances and resources) trade their current playoff position for Mike Trout’s contract? They were about 60% WS favorites then and 40% now. If not, what is the line where you would take the players?

12:00
Dan Szymborski: That was some quicik typing.

12:01
Dan Szymborski: I don’t think they would. Winning the World Series is just a really big deal among fans.

12:02
Dan Szymborski: Dunno, never really thought much about it. It’s actually a bit tougher for me to not make this trade than most, but I’m glad it’s not a realistic one to have to do.

12:02
Comment From Guest
Brawledge?

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Why Didn’t Nori Aoki Bunt?

When Nori Aoki came to the plate with runners on second and third with one out in the third inning against Madison Bumgarner, fans on Twitter called out for the slap-hitting outfielder to bunt. Instead he struck out and the rally fizzled. With the game over and the Royals offense stymied but for one Salvy Perez home run, the question remains: should Aoki have laid one down, a safety squeeze or something similar from the Royals vast small ball playbook?

Aoki has 70 “official” bunt attempts over his three-year career, reaching safely more than 30% of the time. Just 20% of those attempts came against left-handed pitchers, as Bumgarner is. Among those attempts, six could be classified as squeezes and four successfully plated runners, according to the Baseball Reference Play Index.

It’s a low-percentage play, all things considered. But Nori Aoki versus Madison Bumgarner is a low percentage play in relative terms. Playing for one run so early in the game is a bit much, even for the Royals, especially in a situation offering a run expectancy of 1.2 runs. It’s a high floor/low ceiling play when jumping on a struggling Bumgarner was probably the right choice.

No Royals scored, so looking back with hindsight makes the decision look bad automatically. Kansas City blazed their trail to the World Series by making questionable decisions and “putting pressure on the defense.” With a strong bunter and an ace still looking for his groove on the mound, the decision is never an easy one. Consider some of the possible outcomes should Aoki have squared to bunt in the fateful third inning.

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For Perennial Postseason Teams, Ticket Price Fatigue

The secondary ticket price market for Game 3 of the National League Championship Series was the worst I’d seen in the postseason since the Giants opened AT&T (nee Pac Bell) Park in 2000. I had extra tickets to the game, listed them on StubHub for 15% above face value, and watched them sit unsold for days. I dropped the price to my out-of-pocket cost. Nothing. I dropped it to face value. Nothing. I dropped it below face value. Nothing. I offered them for free to friends of Facebook. No takers. I tried to sell them to shady ticket brokers outside the ballpark. They offered peanuts. I offered them free to my twitter followers. Free. The “Oh, I wish I could, but have to work!” responses rolled in.

Granted, it was a weekday game, with a 1:00 p.m. start time. But it was Game 3 of the NLCS, damn it. I could not give the tickets away.

Apparently, I wasn’t alone.

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FG on Fox: Madison Bumgarner’s Place in Postseason History

Last night, Madison Bumgarner took the mound in Game 1 of the World Series, and he did exactly what Giants fans expected; he dominated the Royals and gave his team a leg up on their quest for another championship. This is becoming old hat for Bumgarner, who is putting together a fantastic postseason track record, especially with his performances this year.

Last night was Bumgarner’s fifth start of the 2014 postseason; he has pitched at least seven innings in all five of them, totaling 38.2 innings overall. In doing so, Bumgarner became just the seventh pitcher in baseball history to have five starts of seven innings or more in a single postseason. Let’s see how he stacks up against the other six who have done it.

Pitcher Season Innings Runs Allowed
Madison Bumgarner 2014 38.2 7
Cliff Lee 2009 40.1 10
Randy Johnson 2001 40.0 7
Curt Schilling 2001 48.2 6
Greg Maddux 1995 38.0 12
Orel Hershiser 1988 42.1 7
Deacon Phillippe 1903 44.0 19

You’ll notice that all of the pitchers — excluding one, who pitched five of the eight postseason games his team played — are from the modern era, as the expanded postseason makes it possible for a pitcher to make five starts in a postseason, something that generally wasn’t true before the addition of the wild card. Bumgarner has even an extra advantage, as the play-in game set him up to make six starts if the World Series goes at least five games; only Schilling in 2001 and Chris Carpenter in 2011 have made six starts in a postseason previously.

But being handed the ball in critical situations this often is, by itself, a marker of a pitcher’s greatness. There’s a reason you don’t see any mediocre hurlers on the list above, and the fact that they were able to consistently complete seven innings weeds out pitchers who weren’t dominating when they were given the ball. Bumgarner has placed himself in some seriously elite company.

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