FanGraphs Baseball

2016 Pitcher Projections Visualization

Last week, I created a visualization of offensive stat projections for our Depth Charts, which use a blend of ZiPS and Steamer projections adjusted for playing time. It reflects the updates we make to the Depth Charts with injuries and roster moves. Below is its counterpart — pitching stats projections.

For our pitching visualization, I’ve included eight different stats we commonly use at FanGraphs: ERA, FIP, K/9, BB/9, HR/9, BABIP, RA9-WAR and WAR. For those not familiar with the different versions of pitching WAR FanGraphs hosts, our primary WAR calculations are based on a modified version of fielding independent pitching (FIP), which relies on strikeouts, walks, infield flies and home runs. RA9-WAR is based on runs allowed per nine innings. Each provides a different perspective on a value of a pitcher. I also chose to include batting average on balls in play (BABIP) this year to illustrate differences in expected BABIP, since some pitchers are able to affect the quality of contact of balls that are put into play.

The players are grouped into three categories: All Pitchers, As Starters, and As Relievers. These classifications are pulled from the playing time allotted to pitchers on the Depth Charts. A pitcher can be on both the starters graph and relievers graph; the number of inning he is projected to pitch will be different, along with WAR stats which are dependent on playing time. For “All Pitchers” playing time will be combined.

The circles on the graph represent an individual pitcher. The yellow line is the roster’s combined stat, which is specific to the category of pitcher you select. The gray bars represent the 25th and 75th percentile of the players shown on the graph. This illustrates the middle 50% of the pitchers available on the roster.

The data will update to account for roster moves consistently until the beginning of the season.

ERA
FIP
K/9
BB/9
HR/9
BABIP
RA9-WAR
WAR
All Pitchers
As Starters
As Relievers
2016 MLB Pitching Projections
FanGraphs Depth Charts


August Fagerstrom FanGraphs Chat — 3/22/16

11:52
august fagerstrom: happy Tuesday!

11:52
august fagerstrom: chat soundtrack: El-P – Fantastic Damage

11:52
august fagerstrom: be back in 10!

12:06
august fagerstrom: sorry guys, need a few more minutes before I begin. will go extra today

12:14
august fagerstrom: ok! apologies. lets begin

12:16
Bork: How crushed would Cleveland be if Lebron opted out and signed somewhere else? HE UNFOLLOWED THE CAVS TWITTER!!

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KATOH Projects: Philadelphia Phillies Prospects

Previous editions: Arizona / Baltimore / Boston / Chicago AL / Chicago NL / Cincinnati  / Cleveland / Colorado / Detroit / Houston / Kansas City / Los Angeles (AL) / Los Angeles (NL) / Miami / Milwaukee / Minnesota / New York (AL) / New York (NL).

Yesterday, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Philadelphia Phillies. In this companion piece, I look at that same Philly farm system through the lens of my recently refined KATOH projection system. The Phillies have the ninth-best farm system in baseball according to KATOH.

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Cody Anderson Looks Like Matt Harvey

You know about the Indians’ embarrassment of riches. Even if you’re not a huge fan of Trevor Bauer, Corey Kluber is fantastic, Carlos Carrasco is sometimes more fantastic and Danny Salazar manages to be fantastic when you’re not paying attention. The Indians are loaded with ace-level talent, and, by the way, now there’s a new one. I didn’t see it coming, either.

Excerpting from David Laurila, just this past Sunday:

Cody Anderson has a pretty good changeup, but it’s not the pitch that is opening eyes in Indians camp. According to Cleveland pitching coach Mickey Callaway, the 25-year-old righty is throwing 95-97 mph with ease. His fastball has been, in a word, “Wham!”

In 15 starts last year — his first in the big leagues — Anderson averaged 92.1 with his heater.

We talk a lot about velocity during spring training. We’ve seen pitchers add velocity in the past, but with all due respect, this case feels exceptional. Cody Anderson might not actually make the Indians’ rotation out of camp, but he might’ve added something like three or four ticks. All of a sudden, Anderson’s repertoire looks a lot like Matt Harvey’s.

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FanGraphs Audio: Dave Cameron on Contractual Esoterica

Episode 640
Dave Cameron is both (a) the managing editor of FanGraphs and (b) the guest on this particular edition of FanGraphs Audio, during which edition he examines the significance of the date on which shortstop Ruben Tejada was placed on waivers by the Mets, what would have happened if the Mets had rostered him for even one more day, and (finally) the Mets’ organizational shortstop depth and Cardinals’ relative lack of same.

This edition of the program is sponsored by Draft, the first truly mobile fantasy sports app. Compete directly against idiot host Carson Cistulli by clicking here.

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 41 min play time.)

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00:40:42

2016 Positional Power Rankings: First Base


You know the drill by now. If you don’t know, now you know. We’ll now look at a graph of projected team WAR at first base, reflect briefly, then reflect verbosely.

Graph:

1B

To reflect briefly: It will all be over soon, Phillies fans. You’ve been great.

We’ve got four distinct tiers here. The “no worries here” tier, which features six star first baseman and a seventh star pairing, the “average-or-better” tier, which features eight solid regulars and a possibly questionable projection, the “meh” tier, which features plenty of platoons and sadness, and the “Ryan Howard” tier, which features only sadness.

To reflect verbosely:

#1 Diamondbacks


Name PA AVG OBP SLG wOBA Bat BsR Fld WAR
Paul Goldschmidt 672 .289 .399 .527 .388 34.3 1.3 7.3 5.5
Yasmany Tomas 28 .262 .298 .422 .311 -0.3 0.0 -0.3 0.0
Total 700 .288 .395 .522 .385 34.0 1.3 7.0 5.5

So you wanna build the perfect first baseman? Well of course, we start with the bat. If first basemen have one job, it’s to slug, and so our perfect first baseman’s gotta slug. Paul Goldschmidt just led all first baseman in slugging, so our first selection will be his power. But we don’t just want power, we want a keen eye and the willingness to take a walk — the kind of skills that perpetuate a high on-base percentage and feel like they’ll age well. We might be inclined to take Joey Votto’s discipline, but Goldschmidt’s actually got the exact same approach, so we’ll make it easy and take his eye, too. But we want a first baseman, not a designated hitter, and we want a first baseman who will last, so we’re gonna need some defense. Last year, Goldschmidt’s tDEF (my simple man’s go-to runs saved metric — just an average of UZR, DRS and FRAA) was +12, four runs better than any of his peers. He actually beat the first-base positional adjustment. So let’s take Goldschmidt’s glove. And because we’re greedy, we want a first baseman who can run, too, and no first baseman even come close to running like Goldschmidt.

What’s the perfect first basemen look like? Paul Goldschmidt’s bat, Paul Goldschmidt’s eye, Paul Goldschmidt’s glove and Paul Goldschmidt’s legs. Diamondbacks are doing alright here.

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Effectively Wild Episode 845: 2016 Season Preview Series: San Francisco Giants

Ben and Sam preview the Giants’ season with Erik Malinowski, and Jeff talks to Grant Brisbee of McCovey Chronicles (at 24:10).


Konerko, Greinke, and a Swing That Contained Multitudes

Let’s start with the video. And then the words. Because you might not spot everything in the video the first time through. It sorta looks like an everyday foul ball, maybe with some sort of inside joke at the end. Trust me, though, this moment is fairly epic.

Paul Konerko‘s reaction provides our first clue that something was a bit different about this swing. He’s animated, talking to the third base coach about something. Zack Greinke’s doing a bit of stomping around after he watches it go.

“There are guys that take so quickly that it almost forces you to throw strikes,” Greinke told me at Spring Training earlier this month. “Paul Konerko, he would change his stances all the time, but there was this one time where he had this new stance where it looked like he wasn’t even getting ready and then all of a sudden you go and he’d swing.”

I laughed out loud. He was quick-pitching you! “Yeah,” Greinke agreed. “Before release, I think, oh, he’s taking, and you’d get overconfident. He only did that for a month or so.”

Go back and look at the video. It’s not quite a bat on the shoulder, but there is something about Konerko’s setup that seems lackadaisical. Given the 1-0 count, it looks like he’s waiting for Greinke to get himself in a deeper hole. “A guy like that, you think most pitchers would be coming with the fastball, but he’s liable to give you another slider out of the zone,” agreed Konerko when contacted by phone about the at-bat. “And then sometimes, he’d even take something off when he was supposed to come at you.”

So maybe Konerko was just taking, and that’s why it took him so long to get ready? Not quite. It did take him a long time to get ready back then. On purpose. “I used to be too tense too early before the pitch came,” Konerko remembered, “so sometimes I would wait to see how long I could wait. I was so ready to hit that it didn’t help me.” So, in the footage here, Konerko actually is attempting to chill out as long as possible, but not so much to mislead Greinke as to prepare himself optimally.

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2016 Positional Power Rankings: Catcher


I think I’ve written almost this exact thing before, but to kick off this annual series in earnest, let’s begin with the position we arguably know the least about! Here’s a link to Dave’s introduction to the series, if you need a bit of a refresher. Probably, though, it’s all self-explanatory, and now here’s a plot of all the projected team values behind the plate, with what at least I consider an unsurprising arrangement. In fairness, maybe it’s unsurprising because I’ve been looking at these numbers now for several, several hours. OK.

catcher-positional-war-2016

Did you know that the Giants have a good catcher? What I love about this isn’t just that the Giants are in the lead — it’s that they’re in the lead by 1.3 wins. That’s the same as the difference between the Dodgers in second place and the Reds in 15th. The tricky bit is that catchers can sometimes have all that perceived intangible value, and I don’t know what we’re supposed to do with leadership from a statistical perspective, but, you know, no analysis is perfect. Read on for paragraphs about catchers! (The Braves get the last paragraph.)

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Evaluating the 2016 Prospects: Philadelphia Phillies

EVALUATING THE PROSPECTS 2016
Angels
Astros
Athletics
Blue Jays
Braves
Brewers
Cardinals
Cubs
Diamondbacks
Dodgers
Giants
Indians
Mariners
Marlins
Mets
Nationals
Orioles
Padres
Phillies
Pirates
Rangers
Rays
Red Sox
Reds
Rockies
Royals
Tigers
Twins
White Sox
Yankees

Since having committed to a full-scale rebuild, the Phillies have prepared themselves nicely for a more sustainable future. Right to the top of their prospect ranks went trade acquisitions Nick Williams, Mark Appel and Jake Thompson. Additionally, a number of second-tier players have given the organization the depth and upside it desperately needed after a few stagnant years with aging veterans. The main weakness of the minor-league group is its lack of immediate help for the rotation, with questions surrounding both Appel’s and Thompson’s viability as starters preventing them from being sure things. After that, there’s a lack of options until you get to the lower levels, where exciting younger pitchers like Franklyn Kilome look to take a step forward and challenge for upper-minors rotation spots.

There shouldn’t be a ton of surprises on this list. It looks like I’m a half-grade higher or lower on few guys than the consensus, but most of the guys after the 50+ group are fairly interchangeable. Medium-upside players at the lower levels of the system are plentiful, making the relative grades more a preference than anything.

Mark Appel’s ranking may stir some discussion, as I make the case here why I don’t think we have a Gerrit Cole-esque breakout to which we can to look forward. It’s not so dire that I don’t think he’s a major league starter, but his ceiling grade is lower here than most are ready to admit.

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