Archive for Cubs

How Defensive Metrics Might’ve Saved Jake Arrieta’s No-Hitter

It’s possible that more has been made of defensive positioning over the last five years than the prior hundred before it. Infield shifts are something we actually track now, and if the early season is any indication, the usage of those infield shifts is on the rise for a fifth consecutive season. Players and managers discuss them openly, television broadcasts take note — some going so far as to display the position of every fielder on the screen — and we see the benefits (and occasional drawbacks) of the shift on a daily basis.

But nearly all the attention we’ve paid to defensive positioning has gone to the infield. There’re more holes in the infield, less margin for error when the shift doesn’t work, and baseball is slow enough to adapt to any sort of change that it should come as no surprise we had to take this one step at a time. But now, slowly but surely, teams have begun shifting more in the outfield, and before long, the outfield shift, just like the infield shift, will become accepted as standard practice, rather than something that demands attention when it happens.

But shifts aren’t confined to lateral movement, the way we most often see. Players are free to move in and out, too, and thanks to new Statcast data, this is the kind of thing we’re starting to see measured and quantified.

Enter Dexter Fowler. Fowler was the center fielder behind Jake Arrieta for Arrieta’s no-hitter last night. Fowler’s been arguably the best player in baseball this year, owing to positive marks in the batter’s box, on the bases, and in the field. Fowler’s long been an above-average hitter, and he’s long been a plus base-runner, but the defensive marks haven’t been so kind. You could make the case the defensive marks are the thing that’s prevented Fowler’s reputation from exceeding “nice little player” to “borderline star.” An above-average hitter who runs the bases well with a reputation as a plus center fielder is a borderline star. But Fowler hasn’t had the reputation as a plus center fielder, because the tools we use to evaluate defense in this day and age have considered Fowler one of the worst defensive outfielders in baseball since he entered the league.

Since 2009, Fowler’s first full season, 28 players have registered at least 3,000 innings in center field — the kind of sample we prefer to have before working with defensive metrics. To contextualize Fowler’s place among his defensive peers, I took that pool of 28, weighted Defensive Runs Saved and Ultimate Zone Rating equally, and prorated the figures to roughly a year’s worth of playing time. The worst three regular center fielders over the last seven years, by the numbers, are as follows:

  1. Matt Kemp, -11 runs saved per 1,000 innings
  2. Dexter Fowler, -9
  3. Angel Pagan, -4

Fowler stands 6-foot-5, 195, has good speed, and overall looks like an elite athlete, so his consistently league-worst defensive metrics have always been puzzling, the kind of guy the eye-test crowd uses as an example against the metrics by pointing at him and going, “Just look at him!” Which, I can’t blame them. Fowler looks like he should be fine defensively. It’s always puzzled me, too.

Which is why I was immediately captivated by this tweet from Mike Petriello last month:

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Jake Arrieta: King of Weak Contact

Ever since Voros McCracken revealed his DIPS theory, stating that pitchers had little control over the outcomes of batted balls, people have been looking for exceptions to the rules. The first ones identified were knuckleballers, who consistently and relisably post some of the lowest BABIPs of any pitchers during their careers. From there, it was found that flyball pitchers, especially ones who generate a lot of pop-ups, can also run relatively low BABIPs over long periods of time. And then there are guys like Bronson Arroyo, who don’t easily fit into a bucket of pitcher-types, but managed to suppress outs on balls in play for over a few thousand innings, showing that he had some ability to induce weak contact.

Often times, the guys who fit the mold of a FIP-beater are guys who wouldn’t be in the big leagues if they hadn’t figured out how to exploit this advantage. The list of guys that we have to write the “FIP is wrong about them” disclaimer currently includes the likes of Chris Young, Marco Estrada, Jered Weaver, Tyler Clippard, and Darren O’Day. You’ll notice that these guys all throw in the 80s, and in Weaver and Young’s case, the low-80s. The guys who don’t conform to the normal range of BABIP variance use their ability to generate weak contact to offset their lack of stuff. They can’t dominate the strike zone — O’Day is the exception to that point — so they get batters out by allowing the kinds of contact that their fielders can get to. I’m sure they’d rather just strike everyone out, but since they can’t do that, they’ve learned to succeed in another way.

But while Weaver and Estrada are still chugging along, soaking up innings and keeping their teams in the ballgame, there’s a new king of weak contact in Major League Baseball. And to make life unfair, he also happens to throw 95.

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This Cubs Lineup Might Be the Most Disciplined Lineup Ever

We all know by now about velocity being up league-wide and strikeouts having been on the rise for more than a decade. If you didn’t: welcome to baseball in 2016! Everyone throws 95 and there’s darn near 20 strikeouts a game now.

The inverse of that, naturally, is that walks are harder to come by. Pitchers are working outside the zone more than ever and hitters aren’t adjusting, and they’re having a harder time catching up to the heat even when it’s inside the zone. Hitters are finding themselves behind in the count far more often than we’ve seen in the past, and in the last two years, we’ve seen the two lowest league-wide walk rates in almost 50 years.

Which brings us to this year’s Chicago Cubs, who aren’t playing by those rules. They’re off to a ridiculous start, with a 6-1 record and a league-best +29 run differential. Their pitchers have struck out 56 batters and walked just nine. Thus far, they’ve looked every bit the powerhouse folks envisioned in the offseason. And there’s another part of this Cubs team that’s staying true to preseason expectations, an important part of the team’s DNA that hasn’t been given much publicity. It’s not a sexy characteristic, which would explain the lack of fanfare surrounding this trait, but it’s an important one. The 2016 Cubs have a very real chance to be the most disciplined lineup we’ve ever seen.

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Baseball’s New Approach to the Changeup

Baseball can be slow to change. We’ve had this idea for decades that certain pitch types have platoon splits, and that you should avoid them in certain situations because of it. Righties, don’t throw sliders to lefties! It’s Baseball 101.

Think of the changeup, too. “Does he have a changeup?” or some variation on the theme is the first question uttered of any prospect on the way up. It’s shorthand for “can he be a starter?” because we think of changeups as weapons against the opposite hand. A righty will need one to get lefties out and turn the lineup over, back to the other righties, who will be dispatched using breaking balls.

As with all conventional wisdom, this notion of handedness and pitch types should be rife for manipulation. Say you could use your changeup effectively against same-handed hitters, for example. You could have a fastball/changeup starter that was equally effective against both hands, despite the history of platoon splits on the pitch.

To the innovators go the spoils. And we’re starting to see some innovators.

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How It Could All Go Wrong for the Cubs

The 2016 season hasn’t started yet, but we already know one thing; everyone loves the Cubs this year. Whether you go by projection systems, gambling odds, expert predictions, or general pre-season hype, it’s pretty clear that the Chicago Cubs are the team to beat in 2016. Our forecasts expect them to win nearly 60% of their games and our playoff odds give them a 94% chance of reaching the postseason. Expectations couldn’t really be much higher.

But if there’s one thing baseball is particularly good at, it’s reminding us all how uncertain we should be about predicting a specific future for one player or even one team. In the aggregate, we can do a decent job of forecasting large groups, but for individuals or single teams, the range of possible outcomes is still really large. Last year, for instance, the Nationals had almost exactly the same projections as the Cubs do now, with a .585 projected winning percentage and a 94% chance of reaching the postseason. But instead, they won 83 games and watched the playoffs at home.

So, before the Cubs start playing games that count and things start threatening to go wrong, let’s take a look at what could cause the Cubs to follow in the Nationals path.

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Making Too Much of Too Little Jason Heyward

For an awfully consistent hitter, Jason Heyward is considered an awfully frustrating hitter. Over the last four years, he hasn’t had a wRC+ under 110 or over 121, but there’s so clearly the potential for so much more than that too few people have come away satisfied. And it’s easy to identify the problem: Observers wish that Heyward would hit for more power. He clearly can — the man stands 6’5. He clobbered 27 homers when he was 22. He’s hit 24 homers the last two years combined. It doesn’t matter that Heyward has still been productive; he looks like he should be a beast of a hitter, so it’s odd to see him hit singles and doubles.

Let’s focus on Heyward and power for a minute, then. Forget about everything else. Throw caution to the wind, even. What follows is going to lean upon some spring-training data. One spring of spring-training data. The headline raises the red flag right off the bat — I’m probably making too much of too little. But just looking at how Heyward has hit the ball, there are early signs that he’s concentrating on pop. As can always be said when writing about a small sample: What we have here is something to monitor.

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The Crowd: Angels Have Riskiest Roster in Baseball

Last week, I ran a little crowdsourcing project in which I asked you all to assign some made-up risk points – between one and five of them — to each and every roster in the major leagues. It was inspired by a passing comment from my weekly Tuesday chat, and it got me thinking about overall team volatility.

And, perhaps volatility is the word I should’ve used, rather than risk. I asked people to consider factors like average age of the team, proven vs. unproven players, injury risks in key contributors, and organizational depth. But risk implies you’ve got something to lose, and so even though I included a disclaimer that read, “This isn’t about how good or bad a team is. The Braves shouldn’t automatically be more risky than the Cubs just because they’re a worse baseball team. Try and think of each team’s amount of risk in a vacuum, relative to its own general skill level,” I should’ve known that, since the Braves aren’t really risking anything this year, they’d show up with a low risk rating no matter what.

So I probably screwed up my own project with a poor word choice and skewed the results a little bit, but we can still talk about some pretty interesting nuggets of information that came out of the results, and if you’re interested in reading that, well, you’ve come to the right place.

Getting back to that projected performance vs. projected team risk topic, here’s a graph plotting the two against one another:

RiskGraph1

The average risk rating was exactly 3.0. Definitely, worse teams were given lower risk ratings, and better teams were given higher risk ratings. Only three teams projected for a record better than .500 had significantly below-average risk ratings. The six worst projected teams in baseball had risk ratings barely above 2.0.

You see that dot way out on the right, though, and that’s the dot that was at the heart of this whole project. The point was to find the team you all found most risky, and no matter what the results were, there was always going to be a team. That team was the Los Angeles Angels of Anaheim, with a weighted risk rating of 4.3.

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Addison Russell on his Biggest Adjustments

Addison Russell already had one of the twenty-best debuts by a shortstop we’ve seen in the free agency era. But two adjustments — one made last year, and one made this spring — could end up driving the 22-year-old beyond his projections this year. Particularly because both adjustments spoke to his biggest flaws.

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What Was Kyle Hendricks’ Big Adjustment Last Year?

Last year seems so long ago, but if you remember back to September, you probably remember Kyle Hendricks at his best. That month, he struck out nearly seven batters for every walk. He ended the season with 12 straight shutout innings and 17 strikeouts against two walks. Against the Royals and in Milwaukee.

What was the magic all about that month? Because, if Hendricks is that guy again, there’s no competition for his spot in the rotation. With regard to his pitching mix, though, nothing stands out as obviously different.

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Sal Perez and Awarding Contract Extensions Out of Fairness

Earlier this week, Salvador Perez and the Kansas City Royals agreed on a second contract extension. In terms of financial need or justification for the Royals, there weren’t any compelling reasons for the Royals to sign Perez to another extension when his previous contract kept Perez under control through the 2019 season. Even with no extensions, Perez would not have been a free agent until after this season. In his analysis of the deal, Jeff Sullivan focused on the human element of the deal and being fair to Perez. Ken Rosenthal wondered if this would start a trend and named a few other players who might benefit from teams deciding to be a bit more fair. Perez is certainly not the first player to sign a very team-friendly deal, but he is also not the first player to be awarded a second deal despite having a number of years still left on his first contract.

In Rosenthal’s piece, he acknowledges that Perez was a “special case,” noting that the Royals catcher had recorded just 158 plate appearances at the time he signed the contract. That lack of experience led to a very low guarantee and the three team options that would have prevented Perez from reaching free agency for another four seasons. While acknowledging both the lack of need and the recognition of fairness, Rosenthal suggested six other players who might fit the same bill as Perez, although perhaps on a smaller scale given their larger guarantees: Paul Goldschmidt, Anthony Rizzo, Jose Altuve, Chris Sale, Madison Bumgarner and Chris Archer.

On the whole, these types of extensions save massive amounts of money for teams, but we can take a look at the contracts Rosenthal discusses and compare them to Perez’s to see if they are actually close. The first few columns of the table below should be self-explanatory, but the last column, FA Surplus Value, might not be. To calculate the surplus value, I took current projections, applied standard aging curves, set the cost of a win at $8 million for this year along with 5% increases in years thereafter and compared the value of the projected production to the cost for free agent years only. For the players below, their arbitration salaries have also been at a discount, so if you want to include those values, feel free to add on another 20% or so (whichever number you feel like) to capture that discount as well.

Bargain Contract Extensions
Player Years Left (w options) Dollars Left (w options) FA before Contract FA after Contract FA Surplus Value
Sale 4 $47.25 M 2016 2019 $118.2 M
Rizzo 6 $59.0 M 2018 2021 $104.1 M
Bumgarner 4 45.25 M 2016 2019 $84.9 M
Goldschmidt 4 $40.0 M 2017 2019 $68.5 M
Perez 4 $16.75 M 2016 2019 $67.0 M
Altuve 4 $20.5 M 2017 2019 $49.9 M
Archer 6 $45.25 M 2019 2021 $45.9 M

Rosenthal did a very good job identifying the super-team-friendly contracts. Perez falls right in the middle of those contracts in terms of surplus value, but what makes his case different is the very low salary-level in relation to the other players — this, even if his options had been picked up. The top-four players on that list are massive bargains, but at least they will be paid around $10 million or more per year — double that of Perez. Altuve is in nearly the same boat as Perez in terms of salary, but he gave up just two years of free agency, which limits the surplus value.

Looking back through MLB Trade Rumors’ extension tracker, I identified players who were locked up to a second extension while still possessing multiple years on their first one. The idea: to find some sort of precedent for the Perez contract, or perhaps something closer to the situations of Sale, Bumgarner, Goldschmidt and Rizzo. Certain names come to mind immediately when considering players who’ve received a second extension while still playing on the first. Miguel Cabrera, for example. And Ryan Howard. These are classic cases of a team mistakenly extending players before they’d have to, but neither case is really similar to Perez’.

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