Archive for Daily Graphings

The Thing Joey Votto Isn’t Good At

It might be surprising, but there’s one thing Joey Votto isn’t good at. Well, to be more precise, there’s one thing that Joey Votto doesn’t think he’s good at. He’s done a lot of work, and it looks like he’s good at it. When it comes to defense, though, he credits the work and not any natural ability. And then last year happened, so maybe he’s not so good at it, after all.

That’s Votto’s rolling UZR per 150 games since 2008. UZR requires a large sample to become reliable, so any single year of data needs to be regressed heavily. But there appears to be a trend here. In any case, I’m apparently not the first to notice a downturn in Votto’s defensive ability last year, nor to mention it to him. “It’s hard to ignore when people ask you on a consistent basis about it,” he grimaced when I asked.

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Projected 2017 Strengths of Schedule

It’s that time again! Last year, I wrote this post on March 9. This year, it’s going up on March 7. I suppose that means this post is consistent. Let’s get into talking about schedule strength.

I think I say it every time, but with baseball, people tend not to care about this very much. Or at least, they do care about it, but they care about it far less than they care about almost everything else. There’s a general assumption that baseball schedules are more or less even, and the truth is that they really are. You can get overwhelmed when you think about a 162-game slate, as opposed to a football schedule that’s one-tenth as long. You’d think it allows for more regression. There can be real differences at the extremes, however. Last week, I spent a little time examining projected division strength. Might as well go the one step further.

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The Marlins Assembled a Dynamite Bullpen

It’s easy to think of what could have been. Bullpen depth is all the rage these days among contenders, so Jeffrey Loria tried to get in on the action by making an aggressive pursuit of Kenley Jansen. A last-minute change of heart ultimately took Jansen back to Los Angeles, so the Marlins were left without a shutdown closer. And then there was last summer’s misguided trade for Andrew Cashner that robbed the Marlins of — among other players — Carter Capps. Capps is healthy now, still throwing the way he threw, and there’s nobody else quite like him. Jansen and Capps — those are two sexy names. The Marlins have neither.

So I’m not here to say the Marlins have done everything right. I’m not here to say they have baseball’s best bullpen. You don’t draw big bold headlines by signing Brad Ziegler and Junichi Tazawa. Yet, wouldn’t you know it, but the team has sort of succeeded in accomplishing its goal. Although by name value alone the Marlins relievers are something less than a super-group, there’s an awful lot to like here; all that will matter is performance, and this unit ought to perform.

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The Importance of Avoiding Predictability

Two balls and no strikes, one ball and no strikes — those are the counts that are called hitter’s counts. Pitchers are forced into a predictable corner, since they have to get back into the count, and are more likely to throw a fastball so they can put it in the strike zone. They have to come into the zone, at least, and that’s always better for the hitter. Some of these things are true, and important to the lesson the 23-year-old Cody Reed is currently trying to learn from 28-year-old former teammate Dan Straily. Some of these things are also not true.

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The Evidence for Starting a Reliever

Over the weekend, I attended the Sloan Sports Analytics Conference, and on Friday, I attended a couple of the presentations of research papers that were baseball-oriented. The first one, presented by John Salmon (based on work he did with Willie Harrison), was titled “Bullpen Strategies for Major League Baseball“, which is obviously a hot topic in the game right now. But while the title made the paper sound like it might touch on Andrew Miller’s postseason usage, the part of the talk I found most interesting actually had more to do with starting pitchers.

In the first half of Salmon’s presentation, he talked about home field advantage, and particularly, how the data shows that one of the primary factors in a home team’s edge might be that their starting pitcher just takes the mound first. While Jeff Zimmerman wrote about this here on FanGraphs back in 2013, I must have missed that piece, because this was new information to me. But Salmon is correct that the data is clear that the gap in performance between the home and road team in the first inning dwarfs the difference in every other inning.

1st Inning Starting Pitcher Performance
Team 1st Inning All Other Innings
Home 0.323 0.320
Road 0.347 0.330
Difference -0.024 -0.010

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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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Eric Longenhagen Prospect Chat, March to Completion

12:02
Eric A Longenhagen: Good morning from Tempe. Link to Nationals prospect list….

12:03
Eric A Longenhagen: I’ve wrestled the Yankees list to the ground should finish hog-tying it late tonight, just before Olney and Gammons start tweeting.

12:03
Eric A Longenhagen: Okay, let’s go.

12:03
80 grade question asker: hi eric, upcoming prospects draft. do you have a preference maitan vs senzel?

12:04
Eric A Longenhagen: I’ll say what you probably already know: I like Maitan’s upside, I like Senzel’s probability. Beyond that I’d ask you and all other fantasy owners with this guy or that guy fantasy questions to read my stuff and make a decision about your draft on your own based on what I’ve provided.

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Dylan Bundy Looks Ready to Breakout

LAKELAND, Fla. — Monday perhaps offered a glimpse of the Dylan Bundy we’ve been waiting for on a windy, sunny afternoon at Joker Marchant Stadium.

In the bottom of the first, the Orioles were so sure a bending Bundy curveball froze Nick Castellanos for a third strike that Bundy and the rest of the infield took a collective step to the visiting third-base dugout before home-plate umpire Jerry Layne signaled a strikeout.

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Max Scherzer and Jon Lester Have Been Free-Agent Bargains

Two years ago, Max Scherzer and Jon Lester signed deals worth a total of $365 million between them, agreements which would keep both players employed into their age-36 seasons. The accepted wisdom, dating back at least as far as Mike Hampton and Barry Zito, is that signing free-agent starting pitchers to massive contracts into their 30s is a poor idea. If early returns are any indication, last season’s deal for Zack Greinke is unlikely to serve as evidence to the contrary. David Price’s injury scare, meanwhile, provides another reminder of the risks inherent to long-term agreements with pitchers.

Not all such commitments are doomed, however. We’re just entering the third year of the contracts signed by Scherzer and Lester, for example, and so far those deals look quite good.

Two offseasons ago, Lester and Scherzer represented the only two players to receive a contract of $100 million or more. Eight other players signed for at least $50 million, though. All 10 such contracts are listed below. For each player, I’ve also provided an estimate of the value he would have been expected to provide starting with the time he signed. To calculate this estimated value, I began with each player’s WAR forecast from the 2015 FanGraphs Depth chart projections, started with $7.5 million per win, added 5% inflation per year, and applied a standard aging curve. The rightmost column indicates whether the player in question was expected to outperform or underperform the cost of his contract.

2015 Free-Agent Signings
Contract (Years, $M) Contract Value at Time Surplus/Deficit
Max Scherzer 7/210 $198.8 M -$11.2 M
Jon Lester 6/155 $146.1 M -$8.9 M
Pablo Sandoval 5/95 $127.4 M $32.4 M
Hanley Ramirez 4/88 $81.4 M -$6.6 M
Russell Martin 5/82 $109.9 M $27.9 M
James Shields 4/75 $94.4 M $19.4 M
Victor Martinez 4/68 $42.7 M -$25.3 M
Nelson Cruz 4/57 $23.8 M -$33.2 M
Ervin Santana 4/55 $16.7 M -$38.3 M
Chase Headley 4/52 $104.1 M $52.1 M

The surplus and deficit figures for individual players vary by quite a bit. Overall, however, the actual contract and value numbers are within 1% of each other.

It might be hard to believe that, at the time, projection systems were calling for Chase Headley to record $100 million in value. Remember, though, that he had averaged more than five wins over the three previous seasons and had just completed a four-WAR year. From this point, it looked like Scherzer, Lester, and Hanley Ramirez signed contracts pretty close to their expected value. The number for Scherzer is probably even closer than what we see above after accounting for his deferrals, as he makes just $15 million per season over the playing life of the contract.

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Look Here For Your Justin Smoak Optimism

I’ll admit from the top that this is just an experiment. But anyway, I won’t waste your time. Justin Smoak is 30 years old. He’s coming off a 90 wRC+ and a WAR of -0.1. He already has seven seasons of big-league experience, and in precisely zero of those has he measured in at even one win above replacement. Relative to what he was as a prospect, he’s been extremely disappointing. Last July, weirdly, the Blue Jays signed Smoak to a multi-year contract extension. Here’s a clip from his player page:

RotoWire News: Smoak, who was previously presumed to be in line for a platoon role, is the Jays’ preferred everyday first baseman, Shi Davidi of Sportsnet reports. (2/19/2017)

Strange! But maybe…not so strange? Stick with me. As a hitter, your primary skills involve how often you make contact, how hard you make contact, and where the ball goes after contact. I’ve messed around before with pitch comps, looking for similar pitches based on velocity, horizontal movement, and vertical movement. In this somewhat similar experiment, I’ve looked for similar hitters to Smoak based on 2016’s exit velocities, launch angles, and contact rates. Same methodology and everything — it’s all based around z-scores. In the big table below, the most similar hitters to Smoak last season, based on this method. I’ve included everyone with a combined comp score of 2.0 or lower.

Justin Smoak Comparisons
Player 2016 EV 2016 LA 2016 Contact% Comp Score 2016 wRC+
Justin Smoak 89.6 17.7 72.1% 90
Freddie Freeman 89.4 17.3 72.5% 0.3 152
Mark Trumbo 89.8 16.3 72.3% 0.5 123
Nick Castellanos 88.5 17.3 72.8% 0.7 119
Justin Upton 88.3 16.1 71.7% 1.0 105
J.D. Martinez 89.6 13.8 72.8% 1.1 142
Trevor Story 88.0 16.2 72.7% 1.1 120
Ryan Howard 90.5 17.2 67.2% 1.3 83
Joc Pederson 88.9 15.5 75.1% 1.4 129
Miguel Sano 90.0 17.1 65.7% 1.4 107
Randal Grichuk 87.4 15.6 72.0% 1.4 102
Evan Longoria 87.5 17.0 75.3% 1.6 123
Khris Davis 89.4 14.1 68.3% 1.6 123
Chris Davis 88.5 18.2 65.7% 1.7 111
Kris Bryant 86.6 19.8 73.0% 1.9 149
Chris Carter 88.7 18.8 64.7% 1.9 112
Pedro Alvarez 88.3 13.3 70.3% 2.0 117

The single best comparison to Smoak: Freeman, who was and is one of the best players on the Braves. You’ll notice there are but two below-average wRC+ marks out of 17. The overall average wRC+ in this group is 118. The median is 119. Last season, Jose Bautista’s wRC+ for the Blue Jays was 122.

I’ve never looked at players quite like this before, so don’t take this to mean more than it does. It seems, at least, modestly encouraging — Smoak’s exit-velocity numbers were quite good, and he didn’t struggle at all to generate lift. Maybe there’s just something about his approach that holds him back, but then, maybe he’s better than he looked. Given that he’s a slow-footed first baseman, he’s never going to top a WAR leaderboard. Yet perhaps the Blue Jays correctly identified that there’s upside still in there. The track record is what it is, but I can’t very well look at that table and dismiss it.