Exit Velocity, Part II: Looking for a Repeatable Skill

In part one of this three-part series, we examined the (relatively strong) correlation between exit velocity and slugging percentage — and the (also relatively strong) correlation with individual wOBA, a solid proxy for offensive production at the plate. While there might be some debate over how important exit velocity is on offensive production — particularly when we dial down to an individual level — we know there is some relationship, and that relationship is enough to answer the next question, which is whether exit velocity represents a repeatable skill.

We first attempted to answer the question of whether exit velocity matters. Once we know that it matters, it is still incredibly important to try and determine if it is a skill. An appropriate analogy might be as follows: we know that pitcher BABIP against is important because when the BABIP is higher, the pitcher gives up more hits and runs. Unfortunately, we know a lot less about determining pitchers who can suppress BABIP or pitchers who seem to be prone to a high BABIP. We might believe that it is a repeatable skill; however, if it takes an incredibly long time to figure out who has the skill and who does not, then using a pitcher’s BABIP against to try and predict future performance is of limited use.

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KATOH Projects: Chicago White Sox Prospects

Last week, lead prospect analyst Dan Farnsworth published his excellently in-depth prospect list for the Chicago White Sox. In this companion piece, I look at that same Chicago farm system through the lens of my recently refined KATOH projection system. There’s way more to prospect evaluation than just the stats, so if you haven’t already, I highly recommend you read Dan’s piece in addition to this one. KATOH has no idea how hard a pitcher throws, how good a hitter’s bat speed is, or what a player’s makeup is like. So it’s liable to miss big on players whose tools don’t line up with their performances. However, when paired with more scouting-based analyses, KATOH’s objectivity can be useful in identifying talented players who might be overlooked by the industry consensus or highly-touted prospects who might be over-hyped.

Below, I’ve grouped prospects into three groups: those who are forecast for two or more wins through their first six major-league seasons, those who receive a projection between 1.0 and 2.0 WAR though their first six seasons, and then any residual players who received Future Value (FV) grades of 45 or higher from Dan. Note that I generated forecasts only for players who accrued at least 200 plate appearances or batters faced last season. Also note that the projections for players over a relatively small sample are less reliable, especially when those samples came in the low minors.

1. Tim Anderson, SS (Profile)

KATOH Projection Through First Six Seasons: 6.0 WAR
Dan’s Grade: 55

At the plate, Anderson’s 2015 at Double-A strongly resembled his 2014 at High-A. He struck out in over 20% in his plate appearances, walked in less than 5% and hit for an unremarkable amount of power. While he improved his walk rate to near-respectability — from 2% to 4% — he sacrificed a chunk of power in the process. Last year, however, he complemented his relatively empty .300 average with a boatload of steals, which speaks to the 22-year-old’s athleticism. Anderson’s undeveloped bat still gives KATOH some pause, but shortstops with top-notch speed don’t need to hit much to be productive.

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Dave Cameron FanGraphs Chat – 2/3/16

12:00
Dave Cameron: Alright, let’s chatty chat chat.

12:00
Bork: Maybe the D’Backs have a copy of the 2024 sports almanac and know that their #39 pick will be the next Mike Trout and lead them onto greatness, thus why they want to keep ti so bad.

12:02
Dave Cameron: They’re basically what the Phillies were a few years ago; the last remaining organization who values tools over performance, and doesn’t bother quantifying the value of various things, rather just looking at things and going with how they feel. It will end the same way the Amaro regime did.

12:02
Jon: Why are the White Sox looking at Either instead of Fowler? Either offers severe platoon splits and bad defense to a team with bad defense and that performed horribly vs. LHP last year.

12:03
Dave Cameron: Ethier wouldn’t cost them a pick, and I wouldn’t be surprised if LAD would pay down a bit of his contract, so he’d be a bit cheaper as well.

12:03
Jack: Does C. Seager have a chance to be better than Correa? – what deffirentiates the two? Gracias my man

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Player’s View: Which Current Players Are Future Managers?

A number of current players will manage in the big leagues someday. Others would be highly capable, but — either by choice or circumstances — will never have an opportunity to become the next Bobby Cox or Earl Weaver.

Who are these prospective future managers? I asked that question to uniformed personnel over the course of the 2015 season, and their answers were a mix of predictable and unpredictable. A common theme was familiarity, as the vast majority cited players with whom they’ve shared a clubhouse.

A handful of recently retired players were mentioned. As they are also viable candidates, I included them in the responses.

Here is what 20 people I spoke to — a dozen veteran players and eight coaches or managers — had to say.

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Alex Avila, Tigers catcher: “Don Kelly would make a good coach or manager. He has the right qualities. You have to be a good people person and at the same time you have to know where the line is between manager – authority figure – and friend. You have to distinguish that while keeping a pulse on the clubhouse. You have to be able to motivate as well.” Read the rest of this entry »


2016 ZiPS Projections – Colorado Rockies

After having typically appeared in the very hallowed pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have been released at FanGraphs the past couple years. The exercise continues this offseason. Below are the projections for the Colorado Rockies. Szymborski can be found at ESPN and on Twitter at @DSzymborski.

Other Projections: Arizona / Atlanta / Baltimore / Boston / Chicago AL / Chicago NL / Cincinnati / Cleveland / Detroit / Houston / Kansas City / Los Angeles NL / Minnesota / New York AL / New York NL / Oakland / Philadelphia / Pittsburgh / St. Louis / San Diego / San Francisco / Seattle / Texas / Toronto / Washington.

Batters
Colorado batters produced the third-lowest cumulative WAR among their major-league peers last year, falling just short of the 10-win threshold. That’s one relevant point when considering the Rockies’ prospects for 2016. Another? That the club also hasn’t altered the roster in any substantive way this offseason. There are, of course, other means by which a team can improve from one year to the next. The promotion of young players from within the system, for example. Or simply by way of positive regression. But even ZiPS — which, like other projections systems, is largely a regression machine — doesn’t call for much improvement in that way.

Third baseman Nolan Arenado (612 PA, 4.1 zWAR) appears to have developed into a real star, combining a high-contact, high-power offensive profile with above-average defense. Charlie Blackmon (638 PA, 1.8 zWAR) and Carlos Gonzalez (473 PA, 1.8 zWAR) are also roughly average. After that, however, the returns among the starting contingent are decidedly less encouraging. Outfielder Gerardo Parra (584 PA, 1.0 zWAR), whose acquisition rendered Corey Dickerson expendable, is best regarded as a solid bench player, at this point.

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Evaluating the 2016 Prospects: Cleveland Indians

Other clubs: Braves, Cubs, Diamondbacks, OriolesRedsRed Sox, White Sox.

The Indians have an enviable number of likely big league players in their system, though only a handful of them project to be impact talents. The top three in the list have the highest ceilings, I believe, with Bradley Zimmer the pretty undisputed number-one guy. I’m pretty high on Triston McKenzie, and at one point had him in the number two spot over Frazier. Other guys about whom I’m a little more optimistic include Mark Mathias, Erik Gonzalez and Greg Allen.

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Projecting 2016 Team Strikeout Rates

I’m not sure if baseball is that much of a copycat league, but even if it is, the Royals make things a little tricky, because they’re the defending champs, but they didn’t exactly have just one identity. Think about the various team strengths. Some people think of the Royals as being the team with the defense that catches everything. Some people think of the Royals as being the team with the bullpen that doesn’t ever budge. And some people think of the Royals as being the team with the lineup that puts everything in play. Really, they’re all true — the Royals have played good defense, and they’ve relieved well, and they’ve kept opposing defenses on their toes. If you’re looking to copy the Royals, you have some decisions to make.

What I want to talk about here is contact, and therefore not striking out. We’ve seen teams load up on relievers, and it’s interesting. We’ve seen some other teams focus on improving the defense, although in fairness that’s been going on for a while. Contact is interesting because strikeouts have been going up, and the game just isn’t rewarding discipline like it used to. Hitters are more incentivized now to be aggressive, and though the Royals didn’t prove that, they’ve helped to drive the point home. I think, more than we’ve seen in a while, teams are searching for contact. They want to counter this undeniable trend.

It’s February now, the month in which spring training begins. Certain free agents remain available, but pretty much all the impact moves have been made. Rosters are nearly complete. Because of that, we can look at the projected strikeout landscape. Some numbers are more difficult to project, because they bounce around. I’m referring to stats like batting average. Strikeouts, though, are a good deal more stable. So which teams, right now, look like they’ll make the most and least contact?

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FanGraphs After Dark Chat – 2/2/16

9:01
Paul Swydan: Hi everybody! Let’s do this.

9:01
Paul Swydan: Jeff will be along momentarily.

9:01
Cwsoxfan: Ethier and Hernandez for Avi and Danks. (LAD love old LHP?)

9:01
Paul Swydan: You’re dreaming. Garcia and Danks are both terrible.

9:02
Sean: How much playing time will Refsnyder get in the majors this year? Is defensive issues the main problem with an early call up?

9:02
Paul Swydan: We have him at 105 PA right now. I think a lot will depend on how well Castro takes to second/the AL. http://www.fangraphs.com/depthcharts.aspx?position=ALL&teamid=9#2B

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Two Reasons to Consider the Tigers in the AL Central

The Detroit Tigers, though they have yet to win the ultimate prize, have clearly been one of the game’s premier franchises over the past few seasons. Before 2015’s 74-87 disappointment, they had reached the playoffs the previous four seasons, earning one AL pennant and two other ALCS berths over that span. In the five previous seasons, going back to the beginning of the Jim Leyland era, they reached .500 in all but one season. It’s been a while since the Tigers’ immediate future appeared bleak.

Last year had to be quite a shot to the old solar plexus for Tiger fans. A team that had been built for the present, featuring relatively newly acquired mercenaries such as Yoenis Cespedes and David Price, was reduced to trading-deadline seller. They have continued to resist the impulse to rebuild; Mike Ilitch isn’t getting any younger, you know.

Well, in the tightly congested 2016 AL Central, within the just as tightly congested AL, there is reason to be bullish on the Tigers. Yes, it is a stars-and-scrubs type of team, and they do lack impact depth at both the major and minor league levels. There are two veteran players, in particular, who were significantly better than they appeared to be last season, and could be key drivers to a post-hype drive to the front for the club this time around: starting pitcher bounce-back candidates Anibal Sanchez and Justin Verlander.

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Effectively Wild Episode 809: The 2016 Minor League Free Agent Draft

For the third consecutive year, Ben and Sam draft the 20 minor league free agents they hope will earn the most major league playing time in 2016.