Archive for Relief Pitchers

The Chacon Zone: Using the Splits Leaderboard to Identify Closers-in-Waiting

Projecting future closers is always difficult. We can use a number of different frameworks that factor in environment, talent, pitch quality, and arsenals, and still scratch our heads marveling at how relievers are used. It’s a tricky proposition given the number of variables involved. Add to that the changing nature of bullpen roles, it’s not inconceivable, as we saw with Andrew Miller’s usage, that a progressive manager might not use his best reliever in a way that’s conducive to racking up saves.

In fantasy, saves are expensive and the inherent volatility of bullpens can make chasing them on draft day a dubious endeavor. The Chacon Zone’s goal is to identify non-closing relief aces. Those pitchers whose contributions in strikeouts, ERA, and WHIP, despite low innings totals, are significant enough to offset the lack of saves that you’d receive by rostering a closer in his place. By banking on talent, rather than simply opportunity, we can identify cheap relievers not only possessing high floors but also high ceilings should they be thrust into a ninth inning role. Think Edwin Diaz from last year. Luckily for us, the new Splits Leaderboard, provides yet another tool by which we can (attempt to) identify these pitchers. By isolating performance in high leverage situations, we can not only identify talented relievers but those whose managers entrust them in the most pivotal moments.

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2016 End of Season Rankings: Relief Pitchers

Thus the series is concluded. Setting the reliever replacement level in the FanGraphs auction calculator is tricky. I did my best. You may think the values smell fishy, in which case you’re free to tinker with them. The top names certainly look correct, but it’s a bit jarring to see players like Kelvin Herrera and Dellin Betances score so poorly. Maybe that’s just a reflection of me and my biases. I expect Herrera and Betances to tally $8 even without earning saves.

In case you’re just tuning into this series for the first time, I recommend going back in time and starting from the beginning. Luckily, you won’t need a time machine. The post on catchers has notes on important methodological changes. You can also go straight into the calculator to tweak values for your league.

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Corrected Exit Velocity Data & Leaderboards

Statcast data is now everywhere and everyone seems to be using it in some form. While detailed pitch information has been available via Pitchf/x, full season batted ball data was missing. Now the batted ball data is leading to some interesting findings, but it’s not a true answer. So far, 12.6% of the batted balls is missing data. I wouldn’t see this as an issue if the missing data was evenly distrusted, but it is biased. I have made a simple correction to the data and now how have available corrected overall data and leaderboards.

I went over the procedure I used to correct the data in this previous article. Here is a quick review of the problem and corrective procedure:

  • 12.6% of all the batted balls are missed by Statcast. No bunts or foul balls were counted though.
  • Most of the missing data are weak infield popups and groundballs. As a general rule, weak, groundball hitters are missing the most data. For pitchers, groundball pitchers are obviously the ones with more data.
  • I found the average value for all detected batted balls fielded by each position.
  • If the data is missing, I replaced it with the calculated league average values.

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Bullpen Report: December 9, 2016

Happy Friday everyone! There have been quite a few updates since our last check-in so let’s get started…

• As expected, Aroldis Chapman signed with the New York Yankees. Along with some concerns about his off the field conduct, Chapman certianly will boost the Yankees bullpen. We saw this last year with the three-headed monster that also included Andrew Miller. Brian Cashman is still looking for a lefty in the pen and although he won’t find an Andrew Miller, the Chapman, Betances, Tyler Clippard and co. grouping should still be elite. The Yankees will give Luis Severino a fair shot to make it in the rotation but consider myself aligned with the skeptics. He has struggled to find a third pitch, he can’t consistently put hitters away, and navigating a lineup multiple times has been an issue. But damn does he look compelling in the pen! He’s currently far closer to starting games than finishing them but I like Severino in the bullpen for multiple innings, strikeouts and ratio help, if/when he ends up there.

Yankees Updated Grid: Aroldis Chapman // Dellin Betances // Tyler Clippard // Luis Severino (Sleeper)

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Missing StatCast Data with Hyun Soo Kim

Hyun Soo Kim signed with the Orioles before last season on a two-year deal. He struggled mightily in spring training and because of the nature of his contract, the major league team was forced to roster him. After just 17 plate appearances in April, he became a decent semi-regular in the lineup. The left-handed hitter got on the strong side of a platoon with Joey Rickard or Nolan Reimold being the other half.

He became a decent fantasy option in daily transaction leagues by posting a .329/.410/.454 in until July 10th when he went on the DL with a hamstring injury. After the injury, he hit only .275/.353/.386. The second half numbers are decent numbers, but not as good as before the injury.

With the new StatCast data, I examined it to determine if there was a drop in Kim’s exit velocity around the time of the injury. Using a 10-day rolling average, the available data may not look like it but the rolling average generally stays around 7 mph of the overall average. Additionally, there was  no huge pattern change around the time of the injury.

The problem is that StatCast is not able to collect all the available data as documented at FanGraphs and The Hardball Times. The missing data is normal weak groundballs or high infield popups. I am not going to regurgitate the reasons and the exact details from the previous articles but I am going to take a step forward in accounting for the missing data.

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Bullpen Report: November 23, 2016 Offseason Check In

It’s too early in the offseason to put together an updated grid as there are too many open spaces due to both Free Agency and unassigned roles. However, we won’t let the Bullpen Report be forgotten this winter and once a week we will check in with updates around the league that will affect your yearly chase for saves and holds.

• With relief aces Aroldis Chapman, Kenley Jansen and in some respects, Mark Melancon still on the market, the Cardinals went straight for Brett Cecil locking him up for four years and $30.5M. Dave Cameron listed Cecil has a potential 2017 bargain and Cecil signed a more team-friendly deal than Cameron even projected. Seung Hwan Oh is entrenched in the closer’s chair in St. Louis but with Trevor Rosenthal working to become a starter, Cecil should find his way to some high leverage innings along with fellow lefty Kevin Siegrist. The Cardinals have a lot of starting pitching depth, so Rosenthal isn’t assured a rotation spot by any means but it does mean his days of pitching high leverage spots in St. Louis might be coming to an end. Relief roles are changing rapidly, especially during the playoffs and while it’s impossible to carry over Andrew Miller’s October usage to April, it is possible that more teams will have relievers for multiple innings and that’s what I would guess the Cardinals are doing here.

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Pitcher Evaluation Tools

About a week ago, I went over the stats I use when examining hitters during the offseason. Today pitchers take center stage. With Pitchf/x and now Trackman publicly available, I find it quite a bit easier to evaluate pitchers and the changes they make. For pitchers, I have one sparkling new main source and one old standby.

Pitchers are so much easier to evaluate compared to hitters. If a pitcher gains a couple ticks on his fastball, we know right away within a couple of pitches. If a hitter can no longer catch up with a 96 mph fastball, it may take a few months to know for sure and even then, we may not be sure why. Here are the tools I use to help find pitchers who have changed for the good or the bad.

Pitch Type Metrics

Ever since helping Eno dive into pitch-type metrics, I’ve determined that I will evaluate pitchers using this type of data. Even though it took a while to hammer everything out, the final results have been extremely promising. We can now determine what each small pitch change will mean for each pitcher and how pitchers can improve their results. The complete write up of the process is available, but here is a quick summary.

  • The key change is to give each pitch an ERA value (pERA) based on the pitch’s swinging strike and groundball rate. All the values are based off the average values for starting pitcher. Closers will have higher grades because their stuff plays better coming out of the bullpen.
  • The pitcher’s control is determined from their walk rate which is separate from the pitch grades.
  • I’ve put each pitch on the 20-80 scale with 50 being average, 80 great, and 20 horrible. For starters, target pitchers with three average or better pitches. For relievers, they just need two pitches.

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Trading Three Key Pitchers

There is no denying that this year’s free agent class is weak, especially compared to recent years that all had multiple big-ticket stars. Yoenis Cespedes moves the needle as do Edwin Encarnacion and closers Aroldis Chapman and Kenley Jansen, but that’s about it in the top tier. The weakness of the free agent market offers hope at a robust trade market this winter. The league tilted toward a have/have-nots setup this past year with 11 teams finishing at least 20 games out of first in their division, up from seven each of the last two seasons.

The contenders will be looking to buy from the pretenders while the pretenders will be get a chance to stockpile young talent for their next big run. The turnaround time in baseball has shortened as teams are open trusting young players much more these days. There are many huge names who could feasibly be moved and while most of them won’t be, I think we will see some superstars change teams via trade. I’ve plucked three interesting pitchers and mapped out a trade path for each. I’ll have a trio of hitters soon, too.

Chris Sale

  • To StL: Sale

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Minors to Majors: Problems with Projecting Pitchers

A few days ago, I made my first attempt at trying to determine a pitcher’s value knowing their pitch grades. Since it was published, I have made some adjustments to the pitch grading scale. With the new scale in place, I have been working on comparing grades a pitcher previously received to their actual performance. The results have been extremely disappointing.

In the original article, created a framework to grade individual pitches with an ERA equivalent value (pERA) and a scouting grade on each pitch. While I liked the overall framework, one part really bothered me and I will address the issue first.

The change was to put some consistency in pitch grades, especially with fastballs. The problem was that a pitcher’s fastball is getting graded because of its velocity, but that velocity changes depending on if the pitcher was a starter or reliever. Relievers can really ramp up their velocity when moving to the bullpen.

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Five Relievers Who Could Close in 2017

Relievers are having a moment. It’s been slowly building for a while, but this year might be the crescendo. Zach Britton foolishly being left out of the wildcard game paired with Cleveland’s excellent deployment of Andrew Miller seems to have ignited something of a reliever revolution. Their importance – especially in the playoffs – has never been questioned, but the prevalence of lockdown relievers throughout many bullpens has changed their value in fantasy leagues, too.

Saves still run the show, but many leagues have incorporated holds as a way of adding value to studly middle relievers and some are just so good that it doesn’t matter if they’re getting saves. Eight relievers logged 100+ strikeouts and only Kenley Jansen was a full-time closer. Seung Hwan Oh had 19, Ken Giles had 15, both Dellin Betances and Andrew Miller had 12, while Kyle Barraclough and Brad Hand combined for one (it was Hand’s).

Today, I have five high upside relievers who could be closing in 2017 or be so good that they’re useful enough without saves. They are listed in order of likeliness to close:

Adam Ottavino

OK, we’re cheating right out of the gate a little bit. Ottavino was just starting to close for Colorado when he was felled by Tommy John surgery in 2015 and he reassumed the role in September of this season after a couple months in a setup role. He finished with the role and will likely start with it again in 2017 while the others on this list will likely need to leapfrog a guy or three to get there.

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