Todd Frazier’s Batted Ball Problem

Todd Frazier hasn’t been exactly what the White Sox hoped when they traded a slew of prospects for him in the offseason. I mean, yeah, he’s got a share of the MLB home run lead with 21, but everything else has been out of whack. Despite those 21 home runs, Frazier’s actually barely been a league-average hitter, a .201 batting average being the key contributor to a pedestrian 104 wRC+. The stellar base-running Frazier displayed in 2014 has been absent. Any defensive metric suggests Frazier’s once-solid defense has gone into a spiral this year. Frazier’s essentially been an all-or-nothing home run machine, which has amounted to just 0.7 WAR for the year.

You look at the home runs, and you see the potential, but then you look at the mediocre overall batting line, and your eye is drawn to the batting average, because it’s the only thing that’s out of whack. Just .201. Frazier’s not striking out much more than usual, so you look to the BABIP, and you see… .182. Todd Frazier has a .182 batting average on balls in play this year, the lowest in baseball by more than 30 points. Excellent! Regression is near! That’s how BABIP works, right?

Well, yeah, kind of. Frazier will finish the year with a BABIP higher than .182, because surely he’s had some misfortune, but you don’t misfortune yourself all the way to a sub-.200 BABIP almost halfway through the year. More than anything, this is on Frazier.

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Job Postings: Three Sports Info Solutions Positions

Just to be clear, there are three positions here.

Position: Sports Info Solutions Operations Associate

Location: Coplay, Pa.

Description:

SIS is currently seeking candidates for the position of full-time Associate in our Operations Department. This is a salaried position based in our office in the Lehigh Valley of eastern Pennsylvania.

The Operations Associate will be involved in all facets of the data collection operation at SIS. In addition to the training and supervision of our video scouts, he or she will be heavily involved in the implementation of quality control measures to ensure the highest level of accuracy in the industry. The Associate will work closely with other departments to help coordinate projects involving data collection. The position requires a highly motivated self-starter with an ability to thrive in a fast-paced environment.

Responsibilities:

  • Scout baseball and football games from video and record relevant information using internal applications.
  • Train and supervise seasonal video scouting staff.
  • Create and organize quality control measures involving data collection.
  • Improve efficiency of day-to-day operations.
  • Prepare and analyze statistical data for delivery to customers.
  • Assist with the planning and development of new operations as necessary.
  • Other responsibilities as assigned.

Qualifications:

  • Must be able to work out of our Lehigh Valley, PA office beginning in August 2016.
  • Thorough knowledge of sports players, teams, rules, and scorekeeping.
  • 3+ years baseball or football scouting, video scouting, and/or coaching experience.
  • High school or college baseball or football playing experience is preferred.
  • Knowledge of and familiarity with current sports analytics research.
  • Must be able to work nights and weekends.
  • Strong academic background and overall aptitude.
  • Strong leadership and communication skills.
  • High attention to detail with an ability to prioritize and meet deadlines.
  • Computer proficiency and the ability to quickly learn new software.

To Apply:
For more information or to apply, please submit your résumé and cover letter to Carol Olsen at careers@baseballinfosolutions.com.

Position: Sports Info Solutions Business Development Associate

Location: Coplay, Pa.

Description:

Would you be interested in working closely with a small team to bring sabermetrics to a larger audience? Sports Info Solutions is seeking a full-time Business Development Associate to work out of our Lehigh Valley, PA office. This is a great opportunity in a casual office environment with the leading provider of in-depth baseball statistics.

The candidate will develop new sales opportunities as well as help maintain existing client relationships. Strong candidates will possess a self-motivated attitude, great communication skills, and be able to work in a collaborative team environment or independently as needed.

Responsibilities:

  • Build new business relationships independently or as part of a sales team.
  • Maintain and expand existing client relationships.
  • Assist with marketing efforts and represent the company in professional settings.
  • Communicate with clients and prospects in-person, over the phone, and via email.
  • Educate current and future clients on cutting-edge data and analytics from SIS.
  • Collaborate with SIS Operations, R&D, and IT colleagues to build new products and fulfill customer needs.
  • Travel to meet with clients as needed.

Qualifications:

  • A track record (1-2 years) working in a sales environment.
  • A firm grasp on the baseball, fantasy sports, and sports media industries, including the latest sabermetric research.
  • Open-minded approach and ability to think creatively to anticipate client and industry demands.
  • Outgoing personality and flexible sales style to engage with a wide variety of prospective clients.
  • Professional demeanor with excellent verbal and written communication skills.
  • Strong organizational skills as well as diligence and high attention to detail.
  • Initiative to voluntarily commit long hours, night, and weekends as when needed.
  • Proficient in Microsoft software, including Word, Excel and PowerPoint.

To Apply:
For more information or to apply, please submit your résumé and cover letter to Carol Olsen at careers@baseballinfosolutions.com.

Position: Sports Info Solutions 2016 Video Scouting Internship for Football Season

Location: Coplay, Pa.

Description:

Sports Info Solutions (SIS) is looking for highly motivated individuals with a desire to work in the football industry. Video Scouts will have a chance to make an immediate impression on the company. Each Video Scout will be collecting data that is directly used by SIS clients for advance scouting and evaluation purposes. Not only will the Video Scouts become more familiar with the strengths and weaknesses of hundreds of amateur and professional players, but they will also learn about the ins and outs of the football analytics industry. Numerous Video Scouts have gone on to succeed in jobs with professional sports teams and with SIS in a full-time capacity.

Strong candidates will possess great attention to detail, basic knowledge about NFL rules and be able to work in a collaborative team environment or independently as needed.

Duration:
SIS Video Scouts will report to the SIS office to begin training on August 22nd, 2016. The position will last for a period of six months.

Responsibilities:

  • Score NFL and amateur football games using specialized computer software.
  • Review the accuracy and validity of data.
  • Prepare and analyze statistical data for delivery to customers.
  • Assist with additional projects as instructed by full-time staff.
  • Provide administrative support to the full-time staff.

Qualifications:

  • Demonstrated knowledge of NFL and NCAA rules.
  • Ability to identify and differentiate between players.
  • Computer proficiency and the ability to quickly learn new software.
  • High attention to detail.
  • High school or college football playing experience is preferred but not necessary.
  • Football coaching and/or scouting experience is a plus.
  • Must be able to work nights and weekends.
  • Must be able to work out of our Lehigh Valley, PA office.

This position is compensated.

To Apply:
For more information or to apply, please submit your résumé and cover letter to Carol Olsen at careers@baseballinfosolutions.com.


Did Zach Putnam “Deserve to Lose” with His Splitter?

Zach Putnam threw 20 pitches on Monday night, and 15 of them were splitters. Many were balls. The White Sox reliever walked all three batters he faced in the ninth inning of a tie game at Fenway Park. Dennis Eckersley, doing color on the Red Sox TV broadcast wasn’t impressed. In his opinion, Putnam “deserves to lose” because he was throwing so many splitters.

Results aside, was it a mistake to throw that many? Putnam has utilized the pitch 68.3% of the time this year — the highest percentage in baseball — and he boasts a 2.30 ERA, striking out 9.9 batters per nine innings over 25 appearances.

Extreme splitter usage isn’t unique to Putnam. Koji Uehara lives and dies by the pitch. Last season, Uehara had a four-game stretch where he threw 52 splitters and just six fastballs. (Broadcasting in Boston, Eckersley presumably knows this.)

I wasn’t able to ask Putnam about his outing, as he left town after the game to have his elbow examined. (He was placed on the disabled list with ulnar neuritis.) I did check in with his catcher, Alex Avila, and his pitching coach, Don Cooper. Both defended the split-heavy ratio.

“His fastball isn’t the reason he’s in the big leagues,” Cooper told me. “If we’re going to win or lose a game, it’s going to be on the split more often than not. His best pitch is a split. He’s been striking out a batter per inning, and he hasn’t been doing it with fastballs. His fastball is to keep hitters honest.”

“We did throw fastballs,” added Avila. “On the walk to Hanley (Ramirez) we threw a 3-2 fastball and almost got him looking, because I think he was thinking splitter. It really has nothing to do with the percentage of times you’re throwing it. The game, the player, the situation, dictates that, as well as what the the pitcher is comfortable throwing. He’s comfortable throwing his split.”


Ramon Flores Is Coming Around

Back in November, the Milwaukee acquired outfielder Ramon Flores from the Seattle Mariners in exchange for Luis Sardinas. At first glance, that move seemed inconsequential enough — one fringe major leaguer for another. But Flores’ minor-league track record suggests he may not always be inconsequential. He hit a strong .308/.401/.454 as a 23-year-old in Triple-A last year and a respectable .247/.339/.443 at the same level in 2014. That was enough to put him 24th on KATOH’s pre-season top 100 list. Due to his underwhelming tools, however, most scouts thought he was, at best, a fourth outfielder.

Flores also came with a logistical caveat: since he was out of options, he couldn’t be sent to the minor leagues without passing through waivers. It was far from obvious that Flores was up for the challenge of facing big-league pitching. Not only did he lack physicality and experience, but he was also recovering from a compound ankle fracture suffered last August. Nonetheless, the Brewers granted Flores a spot on their opening-day roster after he showed he was healthy in spring training. Early on, that decision looked somewhat questionable. In semi-regular playing time, Flores strung together several 0-fers in April, which contributed to an embarrassing .125/.205/.125 stat line through April 28th.

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Josh Donaldson’s Other Amazing Skill

Josh Donaldson is a remarkable player. You probably already knew that, given that he’s the reigning AL MVP. But when you think of Josh Donaldson, you probably think of him crushing a baseball, as he’s turned himself into one of the best hitters in baseball. Or maybe you think of him making an amazing play in the field, as he’s also one of the best defensive third baseman in the game.

But here’s a thing that maybe you did not know: Josh Donaldson is also one of the best base stealers in baseball. He’s not a high-volume base stealer — he’s never stolen more than eight bases in a season — so we’re not exactly talking about Billy Hamilton here, but no one in baseball picks their spots to run better than Donaldson.

On the year, Donaldson has stolen five bases in five attempts. Last year, he stole six bases in six attempts. In 2014, he stole eight bases in eight attempts. You have to go back to June 3rd of 2013 to find the last time Josh Donaldson was thrown out trying to steal a base. Since then, he’s successfully stolen 22 bases in a row.

Over the last three years, no other player with double-digit steal attempts has been even close to as efficient in thievery. Here are the highest success rates among players with at least 20 stolen base attempts over the last three calendar years.

Best SB%, Last Three Years
Player Steals SB Attempt SB%
Josh Donaldson 22 22 100%
Shane Victorino 23 24 96%
James Jones 28 30 93%
Michael Brantley 51 55 93%
Craig Gentry 37 41 90%
Brock Holt 23 26 88%
Drew Stubbs 42 48 88%
Chris Owings 34 39 87%
Jayson Werth 18 21 86%
Leury Garcia 18 21 86%

If we used a lower threshold for SB attempts, Jackie Bradley Jr would show up here, as he’s 18 for 18 in stolen base attempts in his career. But we didn’t, so, sorry JBJ.

Shane Victorino is out of baseball because he can’t really hit anymore. James Jones and Leury Garcia are in Triple-A because they could never hit. Craig Gentry, Brock Holt, Drew Stubbs, and Chris Owings are part-time players who are around in part because of their speed, so this is a specific skill that helps keep them in the league. The only everyday players on this list are Donaldson, Brantley, and the almost-as-surprising Jayson Werth. And thanks to his perfect success rate, Donaldson stands above the rest.

This doesn’t make him the best base stealer in baseball, of course. That probably goes to a guy like Jarrod Dyson, who has managed to steal 101 bases at an 85% success rate over the last three years despite everyone knowing he’s running when he’s inserted as a pinch runner. Speed guys like Dyson don’t get to take advantage of the element of surprise in the way a guy like Donaldson does, and if Donaldson ran more often, he’d certainly get thrown out at a much higher rate than guys who run at high frequency.

But since June 3rd of 2013, Donaldson has used the element of surprise perfectly. It’s been more than three years since the last time he got nailed on the bases, and being able to take extra is one of the small things that adds up to help make the Blue Jays third baseman truly one of the very best all-around players in the game.


Two Highlights from the FanGraphs Staff Wiffle Ball Game

Team FanGraphs defeated Team RotoGraphs, 13-12, on a walkoff single by managing editor Dave Cameron off opposing pitcher Brad Johnson, scoring Craig Edwards in the middle of a field at Prospect Park in Brooklyn on Saturday afternoon. FanGraphs editor Paul Swydan was named the game’s MVP, mostly for an athletic jump over a thrown wiffle ball while advancing to third base.

What follows are two Very Important Highlights, taken from the author’s Snapchat account.
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J.D. Martinez Broke His Elbow

J.D. Martinez broke his elbow Friday night, leaving an already depleted Tigers outfield even further depleted. Martinez is expected to miss 4-6 weeks according to MLB.com, and the team has called up Steven Moya to replace Martinez in the lineup. If Moya can be the best version of himself, the Tigers might not actually miss Martinez all that much.
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Ben Revere Outfield Assist Alert

We’ve entered into the Statcast era, but just before the Statcast era, we had to make do with more subjective evaluations. Among the evaluations was the Fan Scouting Report, a Tangotiger project to crowd-source player defense. One of the categories to be evaluated as part of the Fan Scouting Report has been arm strength. Okay, so, getting to the point, Ben Revere became a big-league regular in 2011. I looked at all the reports for outfielders who were regulars between 2011 – 2015, splitting into individual player-seasons. This is a five-year window, yes? I sorted all the players in ascending order of perceived arm strength. I isolated the worst 20. Here’s how many times the following players appear in the worst 20:

Overall, combining the seasons, Revere rated second-worst in arm strength. He also tied for worst in arm accuracy, so, you know, that sucks. Revere has a weak arm, relatively speaking, and he’s always had a weak arm, relatively speaking, and this is all to establish the setting. Revere is a center fielder who can barely throw, and that’s why Miguel Montero went and tried to tag up on a routine fly near the track.

“Bold,” is one thing you could say. “Disrespectful” would be no less accurate. Montero clearly didn’t respect Revere’s throwing arm, and, well, there’s really no reason to. But this time Revere got the last laugh, and it’s not like his throw was even particularly impressive. It was off-line and short of the bag, but Montero might’ve spent too much time thinking about Revere’s arm and too little time thinking about the fact that he himself is a 32-year-old catcher. Yeah, Revere has gotten a lousy rating out of 100 in arm strength. Montero just last year got a 25 for his speed.

The best part of all: Statcast era, right? I asked Daren Willman about the Statcast reading for Revere’s assist, which was his first of the season. Willman:

Doesn’t look like the system captured the MPH for that throw…

Even Statcast doesn’t know what to do with a Ben Revere outfield assist. The entry’s blank. As blank as Joe Maddon’s mind grapes.

maddon-revere

Revere now has as many assists this year as Jason Heyward.


Joc Pederson Is Growing Into His Contact

At the very end of the most recent episode of FanGraphs Audio, host Carson Cistulli and guest Dave Cameron were bantering about players whose primary offensive skill was once thought to be limited to controlling the strike zone and making contact, but who have since added plus power while maintaining most of that strike zone control — guys in the mold of Jose Altuve, Matt Carpenter, Mookie Betts or Xander Bogaerts.

During this conversation, Cistulli submitted an anecdote that made my ears perk up:

Carson Cistulli: This is uber-anecdotal, but I do feel as though we see more players going from this high-contact, control sort of skill set and developing power from that direction than, say, the Joey Gallo skillset, where the power is obvious but the ability to make contact — I feel like those players do not grow into contact.

Dave Cameron: I think that’s absolutely true. Contact rate is something that is very difficult to change. Your swing is kind of your swing, to some regard. You can change it, but it does not appear that players have as much ability to shift from a Giancarlo Stanton-level contact ability to a Mookie Betts kind of contact level. We just don’t see those dramatic changes.

CC: And it’s your brain, too, right? Isn’t your brain involved in that?

DC: Yeah, it’s like how fast your mind fires when it sees a pitch and how well it picks up the spin of the ball and the location of the ball, and it tells your hand-eye coordination and how quickly you can get the bat through the zone. There’s a lot of neuroscience that goes into that ability.

It’s an interesting conversation for a number of reasons — namely the distinction between innate vs. physical abilities — but the reason it made my ears perk up is because I’d just been thinking about Joc Pederson, who’s currently doing the exact sort of thing Cameron and Cistulli submitted was more difficult to do.

Pederson was a polarizing figure as a rookie in 2015 thanks to his red-hot start, his dreadful second half, and perhaps more than anything else his three-true outcomes approach at the plate which, after the All-Star Break, resulted in countless whiffs and very few homers. It’s the exact sort of skillset that fanbases tend not to appreciate, because nothing looks uglier than a swing and a miss.

What isn’t ugly is this:

Largest improvements in contact rate

  1. Joc Pederson, +9.0%
  2. DJ LeMahieu, +6.2%
  3. Brett Gardner, +6.2%
  4. Didi Gregorius, +6.0%
  5. Kris Bryant, +5.8%

That’s every qualified hitter from 2015 to 2016, and Pederson’s lead is enormous. Last year, Pederson had the second-worst contact rate in the league, within spitting distance of Ryan Howard. This year, he’s climbed nearly all the way to league-average, making company with guys like Carlos Correa and Starling Marte.

And Pederson hasn’t traded any of his power for this newfound contact. Rather, he’s added power.

This plot nicely ties together the strides Pederson’s made at the plate:

Pederson

That’s Pederson way up top in the yellow, the most encouraging dot in the entire image, unless you’re partial to DJ LeMahieu’s place to his right.

You’ve got to love what Pederson’s doing. The interesting thing is that his season wRC+ (117) is essentially unchanged from last year’s (115), due mostly to the fact that his walk rate has taken a bit of a hit. Goes to show that walks are valuable, too, and so was last year’s version of Pederson. This year’s version is just what people wanted to see.


A Brewers Prospect and His Law School Application

Just over a month ago, I led one of my Sunday Notes columns with Jon Perrin and his microscopic walk rate. At the time, the 22-year-old Milwaukee Brewers prospect had issued just one free pass in 36 innings. He had 47 strikeouts.

A few days later, Perrin was promoted from Low-A Wisconsin to High-A Brevard County. His numbers with the Manatees aren’t quite as eye-popping, but they’re still impressive. On the season, Perrin has now issued seven walks over 71 innings. The Oklahoma State alum has 77 strikeouts and a 2.66 ERA between the two stops.

His numbers were only part of the story. An aspiring attorney, Perrin had taken the LSAT and was awaiting word on a law school application. Despite his success on the diamond, he was possibly going to be hanging up the spikes.

As Perrin put it in May, “If I get into Harvard, I’m probably going to be out of here. I love the game, but I think I can do more good in this world with a degree from Harvard Law School than I ever could playing baseball.”

He’ll have to settle for baseball (at least for now). Perrin learned earlier today that he wasn’t accepted at Harvard Law.