Archive for Royals

Mike Moustakas Swings for the Fences

Currently 5.5 games out of first place in the AL Central, it’s still unclear whether the Royals will go for it one last time with a number of the same pieces from their championship season, or if they’ll perform a massive sell-off of multiple potential free agents. Lorenzo Cain, Eric Hosmer, Jason Vargas are among those who could be moved. Perhaps Kelvin Herrera, just another season from free agency, could be gone as well. Mike Moustakas might not get the notoriety of some of his teammates, but whether the Royals go all-in or sell, it’s Moustakas who should play the most important role.

Just a few seasons ago, Moustakas was a part of a disappointing group of formerly heralded prospects on the Royals’ major-league club. In 2014, as the Royals shocked just about everyone with their run to the World Series, Moustakas finished the season with a line of .212/.271/.361, good for just a 75 wRC+. Even with solid defense, the result was a barely replacement-level season. Moustakas had a problem: he was a fly-ball hitter in a spacious park. In the 2014 postseason, Moustakas hit four homers in his first six games, but was mostly quiet the rest of the way.

That power from the 2014 postseason didn’t really carry over to 2015, but once the summer hit — around the same time baseballs began flying out of the park at a much greater rate — Moustakas surged. Due to a knee injury, he recorded only 113 plate appearances the next season, but the power showed up in limited time — and it has continued in a big way this season. The graph below shows Moustakas’ 15-game rolling ISO, allowing us to see where Moustakas took off.

In the first half of 2015, Moustakas had become a ground-ball hitter, and the 35% fly-ball rate he recorded over that period would have been the lowest of his career if it had continued. He was pairing those grounders with a very low 11% strikeout rate, .315 BABIP, and very little power. The result was a 115 wRC+ over the first half, not too bad for a guy with a career 82 wRC+ in nearly 2,000 plate appearances. As for the change in approach, maybe it was because he was slotted at the No. 2 spot in the lineup and felt he had a role to play. He hadn’t ever been a guy to run up a decent BABIP on account of all the fly balls, so it’s unclear whether this strategy of grounders was going to work long term. We’ve never had to find out.

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An Annual Reminder About Defensive Metrics

This is now the third consecutive year in which I’ve written a post about the potential misuse of defensive metrics early in the season. We all want as large a sample size as possible to gather data and make sure what we are looking at is real. That is especially true with defensive statistics, which are reliable, but take longer than other stats to become so.

While the reminder is still a useful one, this year’s edition is a bit different. Past years have necessitated the publication of two posts on UZR outliers. This year, due to the lack of outliers at the moment, one post will be sufficient.

First, let’s begin with an excerpt from the UZR primer by Mitchel Lichtman:

Most of you are familiar with OPS, on base percentage plus slugging average. That is a very reliable metric even after one season of performance, or around 600 PA. In fact, the year-to-year correlation of OPS for full-time players, somewhat of a proxy for reliability, is almost .7. UZR, in contrast, depending on the position, has a year-to-year correlation of around .5. So a year of OPS data is roughly equivalent to a year and half to two years of UZR.

Last season, I identified 10 players whose defensive numbers one-third of the way into the season didn’t line up with their career numbers: six who were underperforming and four who were overperforming. The players in the table below were all at least six runs worse than their three-year averages from previous seasons. If they had kept that pace, they would have lost two WAR in one season just from defense alone. None of those six players kept that pace, and all improved their numbers over the course of the season.

2016 UZR Early Underperfomers
1/3 DEF 2016 ROS DEF 2016 Change
DJ LeMahieu -3.7 2.8 6.5
Eric Hosmer -11.7 -8.7 3.0
Todd Frazier -3.1 1.0 4.1
Jay Bruce -15.5 0.3 15.8
Adam Jones -4.9 -2.9 2.0
Josh Reddick -6.1 -0.2 5.9

The next table depicts the guys who appeared to be overperforming early on. If these players were to keep pace with their early-season exploits, the rest-of-season column would be double the one-third column. Brandon Crawford actually came fairly close to reaching that mark; nobody else did, however, as the other three put up worse numbers over the last two-thirds of the season than they had in its first third.

2016 UZR Early Overperfomers
1/3 DEF 2016 ROS DEF 2016 Change
Brandon Crawford 11.9 16.1 4.2
Jason Kipnis 4.7 4.4 -0.3
Dexter Fowler 4.7 2.7 -2.0
Adrian Beltre 9.0 6.2 -2.8

Just like with the underperfomers, all four of overperformers had recorded defensive marks six runs off their established levels. Replicating those figures over the rest of the season would have meant a two-win gain on defense alone. Again, no one accomplished that particular feat.

A funny thing happened when I ran the numbers for this season. There weren’t any outliers of a magnitude similar to last season or the season before. It’s possible you missed the announcement at the end of April, but there have been some changes made to UZR to help improve the metric.

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Salvador Perez Is Making the Most of Swinging at Everything

Salvador Perez has been aggressive from the start. He’s long been an aggressive hitter, and a talented bat-to-ball hitter, and pitchers have responded as you’d expect. This is Perez’s seventh year in the big leagues. In every successive year, he’s seen a lower rate of pitches in the zone. He’s also steadily seen fewer fastballs, this year owning the lowest fastball rate in the game. Perez doesn’t see strikes because he swings at balls, and for the same reason, he seldom draws a walk. In each of Perez’s last three seasons, he’s finished with an OBP under .300. For that matter, he’s finished with an OBP under .290.

Perez is no stranger to having a hot start, so, bear that in mind. But something so far this year is unusual. Again, he’s not seeing many strikes, and he’s not seeing many fastballs. Accordingly, he hasn’t drawn walks, because he’s still chasing as often as ever. Yet Perez is hitting for power, sitting on a 127 wRC+. There’s a long way to go before we know what Perez truly is, but he looks to be building on a process started last year. Salvador Perez is fully focused on finding left field.

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Baseball’s Toughest (and Easiest) Schedules So Far

When you look up and see that the Athletics are in the midst of a two-game mid-week series against the Marlins in late May, you might suspect that the major-league baseball schedule is simply an exercise in randomness. At this point in the campaign, that’s actually sort of the case. The combination of interleague play and the random vagaries of an early-season schedule conspire to mean that your favorite team hasn’t had the same schedule as your least favorite team. Let’s try to put a number on that disparity.

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The Worst Offensive Month in Royals Team History

I didn’t realize the Royals have lost nine games in a row. When it’s come to disappointing baseball, most of my attention was focused on teams like the Blue Jays, Giants, Mets, and Mariners. Every team mentioned here has under-performed, but sure enough, the Royals stand at 7-16, with baseball’s worst record. The upside, I suppose, is that they were once 7-7, but that’s damning with faint praise, since losing nine straight can derail even a wonderful season. The Royals have had a horrible week and a half.

As you examine things, it’s not like the Royals have experienced some kind of team-wide collapse. The defensive metrics paint a confusing picture, and the rotation has been better than the bullpen, but the Royals’ run prevention has surprisingly been a tiny bit better than average. The Royals aren’t out there just constantly getting smoked. Nearly the entirety of the problem is captured by the headline just above. Hitting. Teams need to hit. The Royals haven’t hit. It’s not unreasonable to suggest they’ve actually hit worse than ever.

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Why We Still Don’t Have a Great Command Metric

To start, we might as well revisit the difference between command and control, or at least the accepted version of that difference: control is the ability to throw the ball into the strike zone, while command is the ability to throw the ball to a particular location. While we can easily measure the first by looking at strike-zone percentage, it’s also immediately apparent that the second skill is more interesting. A pitcher often wants to throw the ball outside of the zone, after all.

We’ve tried to put a number on command many different ways. I’m not sure we’ve succeeded, despite significant and interesting advances.

You could consider strikeout minus walk rate (K-BB%) an attempt, but it also captures way too much “stuff” to be a reliable command metric — a dominant pitch, thrown into the strike zone with no command, could still earn a lot of strikeouts and limit walks.

COMMANDf/x represented a valiant attempt towards solving this problem by tracking how far the catcher’s glove moved from the original target to the actual location at which it acquired the ball. But there were problems with that method of analysis. For one, the stat was never made public. Even if it were, however, catchers don’t all show the target the same way. Chris Iannetta, for example, told me once that his relaxation moment, between showing a target and then trying to frame the ball, was something he had to monitor to become a better framer. Watch him receive this low pitch: does it seem like we could reliably affix the word “target” to one of these moments, and then judge the pitch by how far the glove traveled after that moment?

How about all those times when the catcher is basically just indicating inside vs. outside, and it’s up to the pitcher to determine degree? What happens when the catcher pats the ground to tell him to throw it low, or exaggerates his high target? There are more than a few questions about an approach affixed to a piece of equipment, sometimes haphazardly used.

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A Leaderboard of Interest to Potential Bidders for Eric Hosmer

Eric Hosmer is a free agent after this season. Maybe the most interesting free agent of the upcoming winter. If you are an unnamed scout who talked to Jon Heyman back in spring training, you think Hosmer should get far more than the 5 years/$73 million Brandon Belt got as an extension from the Giants, because anyone who thinks Belt is better than Hosmer should “get a grip”. The old $200 million rumor is so ridiculous we don’t even need to bother addressing it, but as Jeff wrote in February, it wouldn’t be that hard for a team to rationalize their way into a deal for more than $100 million if they believed a few things that aren’t entirely unbelievable.

But, as a counterpoint to Jeff’s perfectly reasonable post, I’d like to present a leaderboard that offers another perfectly reasonable position; the one that just acknowledges that Eric Hosmer isn’t very good.

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Terrance Gore Doesn’t Chop Wood

Terrance Gore can fly. The 25-year-old outfielder is as fast as anyone in the game, and he’s especially lethal on the base paths. Gore has 19 steals in 21 attempts as a Kansas City Royal, and he is 251 for 275 down on the farm. He takes his leads with a green light.

There is one thing holding him back: Gore has yet to invent a way to steal first base.

Hitless in seven big-league at-bats (his thefts have come as a pinch-runner), Gore has slashed .243/.342/.273 in 1,806 minor-league plate appearances. The OBP number in that slash line is acceptable, but given his SLG and his size — he’s listed at 5-foot,7, 165 — anything resembling Giancarlo Stanton-like respect is little more than a pipe dream. To earn ABs at the highest level, he’ll need to hit his way on.

He’s working on that, and — feel free to raise an eyebrow — launch angle plays a part in the process.

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Spring-Training Divisional Outlook: American League Central

Previous editions: AL East / NL East.

Opening Day is just over the horizon, though we have to navigate the remainder of the World Baseball Classic and the entirety of March Madness first. In the meantime, let’s continue our look at the upcoming season, with the third of our six divisional previews.

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Jason Hammel on Learning from a Guru

When I interviewed him in April 2013, Jason Hammel was a 30-year-old pitcher yet to hit his stride. Following his previous path, he went on to have a ho-hum season. In 26 appearances for the Orioles — 23 of them of them as a starter — Hammel had seven wins, a 4.97 ERA, and a 6.2 K/9. His two-seamer and slider showed signs of coming around, but for all intents and purposes, he was a run-of-the-mill, back-of-the-rotation righty.

That has changed. Since originally joining the Chicago Cubs prior to the 2014 season, Hammel has fashioned a 3.68 ERA and fanned 8.3 batters per nine innings. Last year, he won a career-high 15 games for the World Series champions. The cerebral 6-foot-6 hurler is now a 34-year-old Kansas City Royal, having inked a two-year, $16 million deal with the AL Central club over the offseason.

Hammel discussed his mid-career emergence, which was fueled by an improved slider and a subsequent confab with a sexagenarian guru, in the waning days of February.

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Hammel on what has changed since our 2013 conversation: “A big part of [becoming more successful] was throwing a slider for a strike. It was kind of the idea of pitching backwards. Before, I never had a breaking ball that I could start with. I was throwing a curveball more than a slider, and the curveball is more of a… I get a lot of takes on it, because it’s a bigger break. I had to find something else with spin that I could put in the zone. The two-seamer has been a big, big pitch for me, and the two-seamer and slider complement each other really well, because they’re going two separate directions.

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