Archive for Daily Graphings

KATOH’s 2017 Top-100 Prospects

It’s that time of the year again. Baseball America recently published their top-100-prospects list, as have Baseball Prospectus, Keith Law and MLB Pipeline. Eric Longenhagen will be putting out his top-100 this spring, too. Below, you’ll find my KATOH projection system’s take on baseball’s most promising rookie-eligible players.

As usual, hitters far outnumber pitchers on these lists, by about three to one. The reason for this, I think, is two-fold. Primarily, it’s just that even the best pitching prospects are risky. They get hurt; they lose velocity; they move to bullpen — all with little notice. Even the pitchers who do pan out are less likely to sustain their success over several years than their hitting counterparts. Secondly, KATOH does not directly account for pitchers’ velocity (or any other measure of “stuff”). If I were able to include a measure of fastball velocity, for example, I imagine most of the top pitching prospects would project more favorably. There isn’t an obvious scouting analogue for hitters that is glaringly omitted by the numbers.

The first top-100 list ranks prospects by KATOH+, which takes into account players’ performance, age, height and ranking on traditional prospect lists. This is the more “accurate” version of KATOH. As it did previously, this incorporates a player’s rank on Baseball America’s top-100 list. However, this version also folds in Eric Longenhagen’s FV ranking for the players who weren’t ranked by Baseball America, ensuring borderline top-100 guys aren’t dinged as hard as non-prospects.

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Eric Longenhagen Prospects Chat, Where is Tebow?

12:02
Eric A Longenhagen: Good morning everyone, we’ll keep things tight to an hour today as I wrap up the Washington prospect list and move on to New York (AL).

12:02
Eric A Longenhagen: Here’s the Mets list: http://www.fangraphs.com/blogs/top-20-prospects-new-york-mets/

12:03
Eric A Longenhagen: let’s begin

12:03
Slamboni: What are your thoughts on Anderson Tejada? Still young and has room to grow, but his numbers intrigue me

12:04
Eric A Longenhagen: I like him. Good bat speed, you’re right that the body has more to give and there’s already some power in there, not sure he’s a shortstop but the bat projects fine at second base and if he does stay at short he could be a star. Was raw vs any offspeed stuff in AZL but showed some ability to adjust.

12:04
Fred: Do you prefer Allard or Braxton Garrett?

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Joe Blanton Finally Finds a Home

Before today, the last post containing information about Joe Blanton on the baseball news aggregator MLB Trade Rumors went up on February 2nd. He was one of the seven remaining players in the right-handed reliever section of the site’s list of free agents, alongside players like Jerome Williams and Jonathan Papelbon who have fallen victim to the passage of time. Blanton is 36 years old, with 1723.1 regular-season innings’ worth of mileage on his right arm. Our Depth Charts projection system looked into its cybernetic crystal ball and foresaw just 0.7 WAR for him this year. In a way, it’s not surprising that Blanton didn’t have an employer until today, when he signed with the Nationals.

But it’s also quite strange that he couldn’t find a deal until now, and that he didn’t find more than $4 million for a year (and, in typical Washington fashion, $3 million of that sum is deferred). He’s been just as valuable as Shawn Kelley these last two years, ever since he was reborn from the pitching ashes as a reliever. Blanton’s career was through, collapsed under the groaning weight of home runs surrendered. He didn’t appear in a big-league game in 2014, and then reappeared as a member of the Royals’ bullpen the following year. He’s been a valuable relief workhorse ever since.

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Max Fried and the Braves’ Risk Tolerance

Max Fried is a dude again.

The Atlanta Journal-Constitution reports that it is so. Being a dude in baseball is much preferable to being just a guy.

After a lengthy rehab from Tommy John surgery and a shaky return, Fried finished the 2016 minor-league season by striking out 44 against seven walks in 25 innings over his final four starts. He touched 97 mph and the knee-melting curveball was back. According to the reviews out of Braves camp, he has picked up this spring where he left off in the fall:

You might recall that Fried was once the second-best pitcher on his high-school team, behind staff ace Lucas Giolito, but was talented enough to go seventh overall in the 2012 draft.

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Michael Kopech on Heat, Momentum, and Health

Michael Kopech’s fastball sits in the upper 90s and has reportedly been clocked at 105 mph. With that kind of electricity, he has one of the highest upsides of any pitching prospect in the game. Part of the package Chicago received from Boston in the Chris Sale deal, he’s a big part of the White Sox’ future.

He obviously needs to stay healthy, and continue to grow his game, for that to come to fruition. There’s risk in both areas. Kopech is just 20 years old, and thanks in part to a pair of off-the-field snafus, he’s thrown only 134.2 innings since being drafted 33rd overall out of Mount Pleasant (Texas) High School in 2014. He’s been a dynamo in that smallish sample, fanning 11.5 batters and allowing 6.2 hits per nine innings of work.

Kopech talked about his ongoing development, including his burgeoning velocity, late last week.

———

Kopech on his delivery and glove-side fastballs: “[Pitching coach Don Cooper] said he likes what I do mechanically, and a lot of that is from what I worked on with the Red Sox, but a few things have been tweaked. I’m trying to stay back over my back leg longer, and stay tall. Something that’s been really important for me is… not necessarily trying to stay in line toward the plate, but to have my momentum carried in the right direction. I’ve been a guy who throws across his body my whole career, but as long as I can keep my momentum going the right way, I feel like that’s more important than making a line.

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The Closest Thing to Andrew Miller’s Slider

A few weeks ago, I wrote a post about the Padres’ bullpen. More specifically, it was a post about how the Padres could dismantle their bullpen around the trade deadline. I tucked something in near the bottom, but I don’t know how many of you read that post, so here I want it to stand alone. Sorry for repeating myself, if you knew I was repeating myself.

First, to establish what we’re doing: Andrew Miller’s slider is one of the best pitches in baseball, yes? Miller is one of the best pitchers in baseball, and he just threw his slider more than half of the time. Miller’s secondary pitch, in 2016, was his primary pitch. Whenever one player does something extraordinary, people wonder who’s going to be next. So, who else, if anyone, throws something like the Andrew Miller slider? There is one name that stands out.

A few years ago, I introduced pitch comps. It’s just a simple method of comparing individual pitches based on velocity, horizontal movement, and vertical movement. Long story short, I looked at all 2016 lefties who threw at least 25 sliders. I ran the math, and just one other slider earns a comp score below 1.0. Granted, that threshold is arbitrary, but it’s what we’re working with. By a good margin, the slider most similar to Andrew Miller’s belongs to Brad Hand.

Slider Comparison
Pitcher Velocity H Mov V Mov Comp Score
Andrew Miller 84.6 5.2 -2.0
Brad Hand 83.8 5.1 -0.5 0.9
SOURCE: Brooks Baseball

Miller has a little more zip, and an inch and a half more sink (on average), but the pitches are siblings, if not quite twins. Here, you can see the pitches in action, courtesy of a perfect Tampa Bay camera angle. Thank you, Tampa Bay! Here’s Miller:

And here’s Hand:

Miller threw his slider 61% of the time. It was a strike 72% of the time, and 48% of all swing attempts missed. Hand threw his slider 31% of the time. It was a strike 61% of the time, and 53% of all swing attempts missed. But it’s worth noting that Hand threw 44% sliders over the season’s final month. His command of it improved. And why wouldn’t it have? The pitch was relatively new. Hand hardly threw sliders until 2015’s second half.

Brad Hand’s slider is not as good as Andrew Miller’s slider. Not yet. But it is a very good pitch, and a very similar pitch, and considering how new it was to Hand last season, who’s to say it couldn’t get better? There are different ways for players to succeed. Andrew Miller blazed his own trail. Brad Hand could now be following in his footsteps.


The Most Dominant Rockies Pitcher

The Reds had the worst bullpen in baseball last year, right? They finished last in WAR, coming in at an unfathomable -3.6. And they finished last in RA9-WAR, coming in at a similarly unfathomable -3.1. By those measurements, last year’s Reds bullpen was historically awful. And yet! And yet, according to WPA, the Reds bullpen was only second-worst. I know that WPA is not the best evaluative tool, but in terms of what actually happened, given all the context and everything, the Reds bullpen had a WPA of -4.2. The Rockies bullpen had a WPA of -5.8.

Last year’s Rockies bullpen was one of the components that sunk the team. It hardly gave the Rockies a chance to contend, and it’s no coincidence the front office went out and signed Greg Holland. Holland, if he’s healthy, should make the situation an awful lot better. But he won’t be tasked with trying to do it alone. Adam Ottavino is also a part of the group, and while he missed most of 2015 and half of 2016 due to Tommy John surgery, he’s pitched some, and he’s probably been overlooked.

Because of his recent numbers, I can’t wait to see what Carter Capps does this year, post-surgery. Ottavino belongs in a similar boat. He’s already pitched a little bit post-surgery, but I doubt many were paying attention. You think this year’s Rockies will be more competitive. Ottavino could be a big part of that. Look what happens when you combine his 2015 and 2016 samples, and then compare that to his previous record.

Adam Ottavino vs. Himself
Years IP K-BB% GB% ERA- FIP- xFIP- Z – O-Swing% Sinker%
2012 – 2014 222.3 16% 47% 81 83 88 28% 5%
2015 – 2016 37.3 28% 62% 39 59 58 21% 26%

Very clearly, we’re not dealing with much. In 2015, Ottavino pitched in 10 games before he had surgery. Last year he came back and made 34 appearances after the calendar flipped to July. Combined, it’s a sample of just 142 plate appearances. But relative to what Ottavino used to be, this newer version has been far better in terms of strikeouts and grounders. He’s ranked in the top 3% of all pitchers in adjusted ERA, FIP, and xFIP, and it probably has something to do with a two-seamer he’s more aggressively folded in.

Since every such post needs a visual:

Ottavino’s putaway pitch remains his slider. It’s still a good slider! But more recently, he’s used two fastballs instead of one, and he’s worked different sides of the plate. Although he’s spent less time within the strike zone, he’s also generated fewer swings within the strike zone, which is a good outcome. Ottavino has been more difficult to read and predict, and the small-sample results have been outstanding.

We could still probably stand to see more, and strong lefty bats remain a vulnerability. Because of the way that he throws, Ottavino is forever likely to run a substantial platoon split. Yet when he’s been able to pitch of late, he’s done almost everything right. Strikeouts and grounders while limiting walks. As with any team, the Rockies could be in for some bad luck. With some good luck, however, their bullpen could present a dominant top two. From there, who’s to say what they could achieve?


Are We at the High-Water Mark for Shifting in Baseball?

Here’s the thing about bunting: it can be a good idea if the third baseman is playing too far back. The chance of a hit goes up in that case, and a successful bunt often causes the third baseman to play more shallow in future plate appearances, so future balls in play receive a benefit. That’s one of those games within a game we see all the time in baseball: once the positioning deviates from “normal” by a certain degree, the batter receives a benefit. Then the defender has to change his approach.

This tension created by the bunt illustrates how offenses and defenses react to each other’s tendencies. That same sort of balance between fielder and hitter might be playing out on an even broader scale, however, when it comes to the shift in general.

Too many shifts in the game, and the players begin to adjust. They develop more of a two-strike approach, they find a way to put the ball in play on the ground the other way, or they make sure that they lift the ball if they’re going to pull it. There’s evidence that players are already working on lifting the ball more as a group, pulling the ball in the air more often than they have in five years, and have improved on hitting opposite-field ground balls. So maybe this next table is no surprise.

The League vs. the Shift
Year Shift wOBABIP No Shift wOBABIP
2013 0.280 0.294
2014 0.288 0.294
2015 0.286 0.291
2016 0.292 0.297
wOBA = weighted on base average on balls in play

The league has improved against the shift! The shift is dead! Or, wait: the league has actually improved as a whole over this timeframe, and the difference between the two is still about the same. And every team would take a .292 wOBA against over a .297 number. Long live the shift.

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It’s Difficult to Exaggerate Aaron Judge’s Power

There are always so many spring-training home runs. Generally speaking, there’s no reason for you to care about spring-training home runs. You might consider caring about this spring-training home run.

The stakes almost couldn’t be lower. The bases were empty in the bottom of the fifth of a game in the last week of February. Had the exhibition not been televised, that home run would live only in Twitter descriptions. But that’s a video of Aaron Judge going really, spectacularly deep, and that video immediately made the usual rounds. As spring training goes, that was headline news.

Judge, right now, is a 24-year-old with 95 big-league plate appearances, and a .608 big-league OPS. When he did come to bat for the Yankees, he struck out close to half of the time, so in that sense he is completely unproven. Yet there’s this one thing he doesn’t have to prove anymore. Aaron Judge doesn’t just make regular contact. When he makes contact — if he makes contact — it’s easy to see why the comparisons to Giancarlo Stanton are no exaggeration.

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The Fans Are Most Optimistic About Yoan Moncada

As of this moment, the writers at FanGraphs responsible for curating this site’s depth charts have allocated some type of playing time to 586 position players across the league’s 30 teams, from Freddie Freeman, Miguel Sano, and Carlos Santana at 665 plate appearances each down to Victor Caratini and Pedro Severino at just six a piece.

Of the 586 players who appear on those depth charts, 264 have received a sufficient quantity of fan ballots to earn a published projection. The fan assessments tend almost uniformly to skew optimistic. In the case of the 264 aforementioned players, for instance, the depth-chart projections (a combination of Steamer and ZiPS) call for an average of 2.1 WAR per every 600 plate appearances. The fans, meanwhile, call for 2.7 WAR per 600 plate appearances. That’s roughly a half-win difference for every player prorated to a full season.

Even though optimism is generally the rule in these matters, it comes in degrees. Nearly 20 players, for instance, receive a prorated fan projection that’s precisely a half-win better than the corresponding depth-chart projection. Over 170 players — i.e. about 65% of the entire sample — earn a fan-based projection that’s between 0.0 to 1.0 wins better than the figure produced by the the combination of Steamer and ZiPS.

The purpose of this brief post, however, is to consider briefly the players about whom the crowd is most optimistic. To identify that group, I prorated both the fan and depth-chart projections to 600 plate appearances and subtracted the latter result from the former. Here are the players who receive the top fan projections relative to their depth-chart numbers.

Players Most Highly Regarded by Fans (Relative to Projections)
Rank Name Club Fan600 Depth600 Diff
1 Yoan Moncada White Sox 4.6 0.6 3.9
2 Keon Broxton Brewers 3.6 1.4 2.3
3 Cameron Rupp Phillies 3.8 1.6 2.2
4 Brandon Drury D-backs 2.7 0.5 2.2
5 Guillermo Heredia Mariners 2.7 0.5 2.2
6 Byron Buxton Twins 4.7 2.6 2.0
7 Tim Anderson White Sox 3.7 1.6 2.0
8 Mallex Smith Rays 2.6 0.7 1.9
9 Willson Contreras Cubs 4.9 3.1 1.8
10 Luis Valbuena Angels 2.9 1.1 1.8
Fan600 denotes the FAN projections prorated to 600 plate appearances.
Depth600 denotes depth-chart projections prorated to 600 plate appearances.
Diff denotes difference between two.

Perhaps unsurprisingly, one finds that most of the players here — all of them, really, with the exception of Luis Valbuena — have little major-league experience. That makes sense on two accounts. First, it’s logical that the projection systems would be conservative with this population. All things being equal, a player who lacks past success in the majors is unlikely to produce future success in the majors. On the other hand, if there’s a type of player about whom the public might possess information for which the numbers don’t account, it’s a prospect.

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