Archive for Daily Graphings

How the Astros Wound Up With a Bigger Zone

In a way, it felt like the Yankees were lifeless. Few fans expressed surprise when the team was ultimately shut out, given the way the offense had gone of late. The season is over, but it’s over by a narrower margin than it might seem. The Astros scored their first two runs with two swings, and the third scored on what could be best described as an accident. Neither team on Tuesday was dominant, and you can only wonder how it might’ve gone had the Yankees gotten another break or two. That’s the sort of thinking that gets people talking about the strike zone.

It was a story during the game, and it remained a story after the fact. Here’s a post by Dave on the matter. Perception was that Astros pitchers worked with a more favorable zone than Yankees pitchers did, and while a few pitches here and there didn’t make all of the difference, they certainly could’ve made some difference. Based on the evidence, it does indeed look like the Astros benefited more. A quick glance at the Brooks Baseball zone charts shows me the Astros benefiting by six or seven strikes, comparatively speaking. That’s a big enough margin to notice, and it deserves an explanation. Those of you in favor of an automated strike zone might well want to just skip the rest of this.

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Beltran, Beltre and the Greatest Active Players Without a Ring

Carlos Beltran’s season ended last night in the same way it’s ended in each of the last 18 seasons he’s spent time playing Major League Baseball: without a championship. Beltran, one of the greatest postseason hitters of all time, with 16 home runs and a 192 wRC+ in 223 plate appearances, did what little he could against Dallas Keuchel, producing one of the three New York Yankees hits. Beltran, along with Adrian Beltre, are reminders that no matter how great a player is on the field, even in an age of great parity and multiple playoff berths, a World Series championship is far from certainty.

Beltran has had a Hall of Fame-caliber career on and off the field. With just eight more home runs, he will become the fifth player in MLB history to record at least 400 home runs and 300 steals (Barry Bonds, Willie Mays, Alex Rodriguez, Andre Dawson). His 66 wins above replacement sit comfortably among the top 100 position players of all time. He has used his wealth and fame to start a baseball academy in his native Puerto Rico that has already produced more than 10 MLB draft picks even as Beltran himself continues to produce on the field. After a disappointing 2014 season and disappointing start to 2015 that had this author worried he was finished, Beltran hit .295/.357/.505 with a wRC+ of 134 following the month of April and added a few more WAR to his career ledger.

While Beltran’s exit is disappointing for those hoping he wins a ring before he retires, he’s not even the most accomplished player in this postseason without a title. Beltre debuted in 1998 just like Carlos Beltran and, over the last 18 seasons, has accumulated more than 10,000 plate appearances, coming close in 2011 to a World Series title but never getting over the hump. Among active players, only Alex Rodriguez has stepped to the plate more times than Beltre. As for performance, no active player has been more accomplished than Beltre without winning a title.

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Dave Cameron FanGraphs Chat – 10/7/15

11:45
Dave Cameron: After a three hour live blog last night, I’m back to chat some more this afternoon.

11:46
Dave Cameron: The queue is now open, and we’ll get started in 15 minutes.

12:01
Dave Cameron: Alright, let’s get this started.

12:01
Comment From Blah
Please convince me that the Pirates aren’t doomed tonight.

12:02
Dave Cameron: The Pirates are an excellent team with home field advantage. No matter how good you think Jake Arrieta is, Gerrit Cole isn’t that much worse, and a lot of other advantages go Pittsburgh’s way. This is a toss-up, and I don’t think a real case can be made for either team to be more than a 55/45 favorite even if you skew every possible advantage in one direction.

12:02
Comment From Marc
PNC Park will be crazy for the third year in a row. Great time to be a Pirates fan. That being said, do you think the crowd can “get” to Arrieta like it did cueto? or is he more robotic, ice in veins like Madbum?

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Dallas Keuchel and the Heart

It should be pretty well understood that there isn’t one “right” way to pitch. Some pitchers succeed by throwing curveballs, others with changeups. One may get by with grounders, while another flourishes with fly balls. Corey Kluber works out of the zone for whiffs, and Bartolo Colon bombards it for balls in play. Every pitcher is different. It’s important to find what fits one’s unique style, and stick to it.

Dallas Keuchel has found what works for him. And he’d never looked less like himself in Tuesday’s superb Wild Card start than on his final pitch of the evening:
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Comping Kris Bryant’s Rookie Season

Just as we all anticipated, Kris Bryant put together an extremely impressive rookie campaign. After he spent the season’s first two weeks in the minors, the Cubs set free their 23-year-old top prospect, and he proceeded to rake.  Bryant put up a .275/.369/.488 batting line on the strength of 26 long balls and a 12% walk rate, which yielded a 136 wRC+. Throw in that he graded out as a plus defender at third base, and the end result was a remarkable 6.5 WAR — easily tops among rookies, and was the 10th-highest figure of any hitter period. The Cubs seem to have a very special player on their hands.

We all knew Bryant had star potential long before he was called up. That’s why he got so much love on pre-season prospect lists, and also why KATOH liked him more than almost any other prospect. But now that he’s a year further along on that trajectory, we can be a bit more certain of what his career might look like. So, using this new data, let’s see what Bryant’s rookie campaign might tell us about what lies ahead. As I did yesterday in my piece on Carlos Correa, I performed a some weighted Mahalanobis distance calculations to generate a list of players whose seasons were most similar to Bryant’s. For more details on my methodology, see yesterday’s Correa post.

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Jake Arrieta’s Sweet… Sinker?

Jake Arrieta’s multi-faceted single-grip slider is sweet, but he’s had that for a while. There has to be something he changed to get better this year. There is something he’s changed, actually. He’s completely flipped his fastball usage.

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2015 AL Wild Card Live Blog

7:50
Dave Cameron: Welcome to the postseason.

7:50
Dave Cameron: We’ll kick this thing off right before game time.

7:52
Dave Cameron: Astros

7:53
Dave Cameron: Astros

7:53
Dave Cameron: 1

8:01
Dave Cameron: He lost a bet

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The Reality of Masahiro Tanaka’s Fastball

Six months ago, we were all idiots. We were all idiots because we figured the Yankees were idiots for letting Masahiro Tanaka pitch. It felt like elbow surgery was inevitable, UCL tears being things you don’t just play through, so it felt strange to see the Yankees in denial. Oh, we all thought we knew what was better. Turns out the Yankees might’ve been on to something. Turns out those doctors have more than just pieces of paper. Tommy John might still be an inevitability. Greg Holland pitched through something like this for a year. The elbow still got him. The elbow might still get Tanaka, but tonight he’s starting a playoff game. Tonight, he’s the guy, at least until Andrew Miller and Dellin Betances are the guys. It’s safe to say now it worked out.

Remain in the flashback, though. Go back six months to when Tanaka made his first start. There was so much attention on his fastball — on its usage, and on its velocity. Observers thought the fastball would be a dead giveaway. They thought the injury would make the fastball worse, and they thought Tanaka wouldn’t be able to cut it without a decent fastball. Just about everyone, after all, builds off the fastball. It’s the pitch at the center of the pitch-type solar system.

In the end, Tanaka’s fastball actually gained velocity this season. He started 24 times, with a mid-3s ERA, and his average fastball was up the better part of one mile per hour. In a sense, the fastball wasn’t a giveaway. But if you stare long enough, you see two things. One: overall, Tanaka was pretty good. Two: Tanaka’s fastball was pretty bad.

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Arrieta-Cole, Objectively One of Best Playoff Matchups Ever

Individual performances tend to be magnified in the postseason, and that is especially true of pitchers. While 16-18 other players appear in the lineups and many others will have profound impacts on the outcomes of games over the next month, the starting pitcher will likely have more influence over the outcome of a single game than any other player. Everything is magnified in the playoffs from managerial decisions to clutch hits, errors, and great plays in the field, but starting pitching is perhaps most deserving of the increased scrutiny. By the end of the second inning, perhaps sometime into the third, the starting pitcher will have taken part in more plays than any position player during the entire game.

In a winner-take-all game like the Wild Card, deserving players might be pushed to the background ahead of the game in favor of the pitching, but the matchup between pitchers will likely be the difference between the team that keeps playing and the team whose season is over. For those watching the Cubs take on the Pirates, they will witness one of the very best pitching matchups the playoffs have ever seen.

In Jake Arrieta and Gerrit Cole, both teams will feature bona fide aces. Arrieta might have just had the best half-season of all time. Overall, he’s pitched 229 innings with an ERA of 1.77 and a FIP of 2.35, giving Arrieta a 45 ERA- and a 60 FIP- over the full season after league and park are taken into account. He’s in pretty rare company. Consider: since the end of World War II, these are the qualified pitchers with an ERA- below 50 and a FIP- below 65 over a full season.

Greatest Combination of FIP and ERA in History
Name Season Team IP ERA FIP WAR ERA- FIP-
Pedro Martinez 1999 Red Sox 213.1 2.07 1.39 11.6 42 31
Roger Clemens 1997 Blue Jays 264 2.05 2.25 10.7 45 50
Pedro Martinez 2000 Red Sox 217 1.74 2.17 9.4 35 48
Ron Guidry 1978 Yankees 273.2 1.74 2.19 9.1 47 58
Dwight Gooden 1985 Mets 276.2 1.53 2.13 8.9 44 58
Bob Gibson 1968 Cardinals 304.2 1.12 1.75 8.6 38 64
Zack Greinke 2009 Royals 229.1 2.16 2.33 8.6 48 54
Pedro Martinez 1997 Expos 241.1 1.9 2.39 8.5 45 57
Roger Clemens 1990 Red Sox 228.1 1.93 2.18 8.2 47 55
Greg Maddux 1995 Braves 209.2 1.63 2.26 7.9 39 52
Greg Maddux 1994 Braves 202 1.56 2.39 7.4 37 54
Pedro Martinez 2003 Red Sox 186.2 2.22 2.21 7.4 48 51
Jake Arrieta 2015 Cubs 229 1.77 2.35 7.3 45 60
Pedro Martinez 2002 Red Sox 199.1 2.26 2.24 7.3 50 54
Randy Johnson 1997 Mariners 213 2.28 2.82 7 50 62

The only pitcher with better context neutral numbers in both ERA and FIP and more innings was Dwight Gooden in his amazing 1985 season. It is easy to see why so much attention has been given to Jake Arrieta this season and in this matchup, but the Pittsburgh Pirates’s Gerrit Cole has had an excellent season of his own. Cole’s 5.4 WAR is fifth in the National and ninth in Major League Baseball. Pitchers don’t choose their opposition, leaving great matchups more to a question of chance than a complete reflection of their own skill, but the high level of both players heading into this game is something rarely seen in a game of this magnitude.

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Matt Williams and What We Don’t Know

Their season ended Sunday, a week — if not a month — shorter than had been planned, and the Nationals jumped right into their off-season by firing reigning Manager of the Year Matt Williams. Williams has been a lightning rod for criticism since the Nationals started to falter in the middle of the year so it’s no surprise that he was relieved of his duties, especially since GM Mike Rizzo refused to say he’d keep Williams past the end of the season despite numerous opportunities to do so. Williams will go down as a bad manager and his tenure will be a negative on Rizzo’s resume. Still, from an outsider’s perspective, it’s difficult to know precisely how bad these situations have been.

It’s often said we like numbers here at FanGraphs — and that’s true, as far as it helps us understand the game better. But managers are one aspect of the game that have, to date, defied attempts at being quantified. Matt Williams put together a 179-145 record during his two seasons in Washington. That’s a winning percentage of .553, which comes out to a 90-win average. That’s pretty good! Matt Williams must be a good manager, then. The thing is, and you probably know this if you read FanGraphs, those are team stats, and ascribing them to one person, even if that person is ostensibly in charge of the team, is probably a mistake. There’s a lot more that goes into a winning team than the manager, a fact that was underlined today by the Nationals’ actions, and I suspect will be underlined again by Williams not being snatched up by another team any time soon.

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