Archive for Rays

Pinch Hitting Report Card: Reds Pass, Orioles Fail

Monday night, Rays manager Joe Maddon pinch hit James Loney for right-handed Sean Rodriguez. After a foul knubber to the right, Loney went all walk-off on Tommy Hunter.

But as much as pinch-hit walk-off home runs are the soup of Hollywood executives, they are the rarest of meats in the MLB reality. In fact, pinch hitting is most often a choice between lesser evils — a choice between a bad wOBA or a terrible wOBA.

A closer look at the last five seasons of pinch hitting reveals success has not between distributed evenly, and the effectiveness of of some pinch-hitting efforts may be a product of systematic choices rather just tough breaks.
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Stealing a Base, with Billy Hamilton and Jose Molina

Typical  Billy Hamilton story outline: Ordinary introductory paragraph noting Hamilton’s speed when running the bases. Reference to Hamilton’s record-breaking stolen-base numbers in the minor leagues. Note regarding Hamilton’s immediate base-stealing success in the majors. Cautionary remark pertaining to Hamilton’s limited offensive potential at the plate. Renewed appreciation of footspeed. Statement that Hamilton could be one-of-a-kind, at least for his generation. Explanation that — while base-running scores tend to be close to zero — Hamilton looks like an actual valuable weapon. Insert joke that Hamilton is so fast he’s already finished reading this article.

Run-of-the-mill paragraph pointing out how slow Jose Molina is. Note that Molina is perhaps the game’s slowest runner. Obligatory reference to Molina’s high-quality pitch-framing. Joke that Molina slows the game down in more ways than one. Acknowledgment that no one expects catchers to be able to run; decent speed is just gravy. Acknowledgment of Molina’s relatively advanced age. Note that this is not intended as a criticism. Statement that this is just a fact, to which Molina would certainly admit without shame.

Predictable musing about how Hamilton and Molina might compare.

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Lineup Optimization and Multi-Run Homers

Why do some teams hit multi-run homers while other teams struggle? The relationship is not as simple as: better OBP, better rate of multi-run homers. I recently dug through sevens season of WPA logs and determined the baseball gods are not totally logical.

Observing the variation is one thing, but to ascribe it all to purely noise is another. Teams can control their runs per home run rate through constructing rosters and lineups predisposed towards greater home run efficiency. So we can’t consign variations to the random luck spittoon until we’ve more specifically assessed what’s happening in the lineup.

In the previous article, I briefly outlined what I called the Giancarlo Problem — where a team’s best OBP and best HR-rate are located within the same player. The Giancarlo Problem can result in deceiving team-wide statistics. So in this second venture, we are going to examine three dimensions instead of two: 1) OBP, excluding home runs, 2) home run rates, and 3) lineup positions.
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David DeJesus, Alex Rios, and Perception

Today, the Rays acquired David DeJesus from the Nationals a few days after Washington got him from the Cubs. The cost of both acquisitions was either a minor prospect or cash, as DeJesus is being moved essentially as a cost savings maneuver. He wasn’t in big demand at the trade deadline, and isn’t seen as a major acquisition.

A few weeks ago, the Rangers acquired Alex Rios from the White Sox, after this transaction was rumored for weeks heading up to the trade deadline. The Rangers received a lot of praise for getting a deal done in the wake of Nelson Cruz’s suspension, with several people noting that the Rangers got both “the best hitter” (Rios) and “the best pitcher” (Matt Garza) available this summer.

Perception is a funny thing. Here’s David DeJesus and Alex Rios, season to date.

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Matt Moore and Others Likely to Lose Velocity

As some of you might remember from previous articles, velocity trends in July provide the strongest signal in terms of whether a pitcher is likely to experience “true” velocity loss over the course of a full season.

Yes, I know, we are more than halfway through August. However, between work, vacation, and Saber Seminar (which, if you didn’t attend you really missed out. You can still purchase posters and t-shirts, so get on that. It’s for a good cause) I’ve struggled to sit down and run the numbers. Better late than never.

Again, for reference, the table below breaks out the percent of pitchers who experience at least a 1 mph drop in their four-seam fastball velocity in a month relative to that same month a year ago and who also went on to finish the season down a full 1 mph. It also shows the relative risk and odds ratios for each month — meaning, the increased likelihood (or odds) that a pitcher will experience a true velocity loss at season’s end when compared to those pitchers that didn’t lose 1 mph in that month.

Month 1 mph Drop No 1 mph Drop Relative Risk Odds Ratios
April 38% 9% 4.2 6.2
May 47% 6% 7.8 13.9
June 55% 5% 11 23.2
July 56% 4% 14 30.6
August 53% 6% 8.8 17.7

So while the overall rate of velocity loss based on a loss in June and July look pretty even, the relative risk and odds ratios increase by a solid amount in July.

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Rays Land Jesse Crain for Something

Probably every day of every year, baseball fans wonder out loud whether it’s possible and allowed to trade players while they’re injured and on the disabled list. Every year, for a few years, we’ve been able to cite the Jake Peavy trade to Chicago as evidence that, yeah, you can trade players, even if they’re on the DL. There would be no reason to prevent such an exchange, provided the team getting the injured player was aware that the injured player was an injured player. Now we have a newer, fresher example, since the old one was getting beat to death. Jesse Crain, right now, is on the DL with a shoulder strain. And Jesse Crain just got traded from the White Sox to the Rays. It’s a trade deemed perfectly acceptable by the people whose permission is necessary for a deal to go through.

There was building talk that Crain would get moved to Tampa Bay. Actually, let’s go back, first. Crain was a goner. He was a good reliever on a bad team in a contract season. Dave wrote about him as a Jonathan Papelbon alternative. Crain was sure to get traded, until he injured his shoulder and had to sit out. The assumption was that his value was destroyed, and the White Sox even tried to rush him back to the bigs without a rehab assignment, just to get him to pitch before the deadline. It didn’t work, but still Crain had the Rays intrigued, and still this trade wound up being made. The return is conditional, as Crain and cash considerations have been traded for players to be named later or cash considerations.

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David Price Gets Married to Strike Zone

Here’s one thing that probably won’t surprise you: at present, the Red Sox are the major-league leaders in wOBA and OPS. Here’s another thing that probably won’t surprise you: at present, the Red Sox are the major-league leaders in average pitches seen per plate appearance. That’s a team that grinds out at-bats, and that’s a team that squeezes juice out of them. Here’s one thing that might surprise you, then: David Price just beat the Red Sox, with a complete game, in which he threw just 97 pitches. Against the Red Sox, Price was able to be effective; against the Red Sox, Price was able to be efficient.

Price has now made five starts since coming off the disabled list, having recovered from an arm injury. In three of those starts, he’s gone the distance, and in zero of those starts has he reached 100 pitches. In one of them, he didn’t even reach 90. I’ll grant that Price has started twice this month against the Astros, and the Astros are terrible, but he’s been doing something unusual, and something he’s never personally done before, at least not to this extent.

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The Season’s Most Clutch Hit, So Far

People customarily like to think of the All-Star break as separating the first half from the second half. The season right now is well past halfway over, with the Red Sox having played 97 games, and the Mets having played 91. Last year’s Reds finished 97-65, and no one would say they finished .500. But the terminology isn’t really important, and what the All-Star break really provides is an opportunity to look back on everything that’s happened, without much new stuff simultaneously happening. One of the things that’s happened is the season’s most clutch hit, objectively determined by Win Probability Added. Below, said hit is explored.

We know there exists a hit of maximum clutchness. It’s a home run, a grand slam, with the bases loaded and two outs while trailing by three in the bottom of the ninth, or beyond. If you want to get really detailed, it would be hit in an 0-and-2 count, and the best hit ever would be this hit in Game 7 of the World Series. We haven’t seen such a grand slam yet in 2013 — they’re rare! — but we have seen one somewhat comparable hit, one hit that has a good lead in the WPA leaderboards. It took place all the way back on May 11.

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Getting Strikes on the Edge

The last time I wrote about Edge% it was in the context of the Tampa Bay Rays using it to get their pitchers into more favorable counts on 1-1. But now I want to take that topic and drill a little deeper to understand how often edge pitches are taken for called strikes.

Overall, pitches taken on the edge are called strikes 69% of the time. But that aggregate measure hides some pretty substantial differences. Going further on that idea, I wanted to see how the count impacts the likelihood of a pitch on the edge being called a strike.

Here are the results:

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Velocity Decline Trends for June, 2012-13

Well friends, we are now approaching that time of year where a significant drop in a pitcher’s velocity passes the 50% threshold in terms of signaling that they will finish the year down at least one full mph.

Month 1 mph Drop No 1 mph Drop Relative Risk
April 38% 9% 4.2
May 47% 6% 7.8
June 55% 5% 11.0
July 56% 4% 14.0
August 53% 6% 8.8

The table above breaks out the percent of pitchers who experience at least a 1 mph drop in their four-seam fastball velocity in a month relative to that same month a year ago and who also went on to finish the season down a full 1 mph. It also shows the relative risk — meaning, the increased likelihood that a pitcher will experience a true velocity loss at season’s end when compared to those pitchers that didn’t lose 1 mph in that month.

For example, pitchers that lost velocity in May finished the season down a full 1 mph 47% of the time, compared to just 6% that didn’t lose 1 mph in May — an increased likelihood of 7.8.

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