Archive for Starting Pitchers

The Sleeper and the Bust Episode: 850 – 2020 SP Studs & Their 2021 Outlook

09/10/20

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NOTABLE TRANSACTIONS/INJURIES/RUMORS

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Be Excited For Pablo Lopez

The 2021 draft season will be interesting, to say the least. There has been an abundance of surprises when it comes to starting pitchers. For instance, Zach Davies, Corbin Burnes, Dallas Keuchel, Framber Valdez, and Adam Wainwright all have a sub-three ERA.  What’s going to be strenuous for 2021 is figuring out who is “real” and who isn’t. How do we do that? Well, there are several factors such as a pitch mix change, movement changes on pitches, and velocity. With all that said there’s (at least) one pitcher performing well who seems to be legit. That pitcher is Pablo Lopez.

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wPDI & CSW: Residuals

Introduction

This is the third article in my series – wPDI & CSW. You can catch up by reading the first two articles – on called strikes and whiffs – found here and here.

Here is a quick recap of what we have covered so far:

In this series, we are looking at the PitcherList metric, CSW and how it relates to my plate discipline framework, wPDI. Last year’s FSWA Research Article of the Year by Alex Fast featured CSW, which is defined as:

Called Strikes + Whiffs
Total Pitches

With the Weighted Plate Discipline Index (wPDI) framework, all pitches are classified into six different outcomes as follows:

wPDI: Classifying the 6 Pitching Outcomes
Outcome Outcome Outcome Outcome Outcome Outcome
A B C D E F
Zone? Out of Zone Out of Zone Out of Zone In Zone In Zone In Zone
Swing? Swung On Swung On No Swing Swung On Swung On No Swing
Contact? No Contact Contact Made No Swing No Contact Contact Made No Swing

Each outcome is then assigned a weight, or an index. A% through F% are the percent of pitches thrown in each outcome. The general formula for wPDI, the Weighted Plate Discipline Index is given as:

wPDI = IndexA * A% + IndexB * B% + IndexC * C% + IndexD * D% + IndexE * E% + IndexF * F%

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Mike Clevinger Heads to San Diego

The Padres are trying to set the trade deadline record for most players traded and have acquired perhaps the most valuable one available in Mike Clevinger. In the past, like as recent as last season, a move for a starting pitcher to the National League would be a boon, as he would no longer have to face the DH most of the time, except for when playing an interleague game in an AL park. The introduction of the universal DH this year removes that performance boost, so now we can easily compare apples to apples. So let’s take a look at the 2019 park factors and compare the Indians and Padres home parks to find out if Clevinger’s value changes at all solely based on his new home park.

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Pitchers to Target For Streaming

For those who don’t know, I started in this industry with a focus on streaming pitchers. By using various statistics for both pitchers and their opponents I have been providing advice to followers on who to stream in their leagues. What does streaming pitchers mean? Simply put it means grabbing a pitcher off your waiver wire for one start. You choose that pitcher based on matchup and skill hoping they provide you with decent ratios and then dump them back into the free-agent pool.

With that said it is important to know which pitchers are worth streaming in certain matchups. These pitchers typically aren’t good enough to keep on your team but could prove useful in the right matchup. This is important to know because this is a key factor in streaming successfully. For instance, no matter who Wade LeBlanc’s opponent is, you never want to take a chance on him. There is no strikeout potential, no ratio potential, and in his last three starts he has a 10.13 ERA. 

For this piece I wanted to keep it under 10% in terms of rostered percentage. This way it ensures most if not all of the names below are available in your league. 

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Why I Targeted Randy Dobnak Back In October

On last October 3rd, I examined how the effects of the Happy Fun Ball could mess with ERA estimator assumptions. I was self-serving in that I wanted to see how the variables in my own ERA estimator (pERA) changed*. Once I had the new constants, I created the valuations, and Randy Dobnak came in with an estimated sub-3.00 ERA ahead of starters such as Carlos Carrasco, Blake Snell, and Shane Bieber. The rankings were there for the public to admire and they were completely ignored throughout draft season.

I probably would have ignored them also if it weren’t for Spencer Turnbull. At the end of the 2018 season, Turnbull had a 6.06 ERA and was on no one’s radar for 2019. But I had his pERA at 2.31 better than both Justin Verlander and Chris Sale. I completely blew off the rankings and paid for it. From the beginning of the season until a shoulder injury in late June, Turnbull had a 2.97 ERA, 9.2 K/9, and 1.29 WHIP. And I had him rostered on no teams.
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Bottom 20 Starting Pitcher SIERA Laggards

Yesterday, I listed and discussed the top 20 starting pitcher SIERA leaders. Since the entire season represents a small sample size, you should be far more inclined to focus on a pitcher’s SIERA, driven by his underlying skills, than the ratios that actually count in your fantasy leagues, ERA and WHIP. The underlying metrics fueling SIERA stabilize far quicker and account for skills pitchers have more control over. It therefore makes for a significantly better rest of season projection, even though SIERA is meant to be backwards looking, not forward looking. With that said, let’s check in on the bottom 20 pitchers in SIERA and discuss the interesting names. As a reminder, just because a pitcher finds his name here doesn’t mean you should drop him or trade him away, as the pitcher could improve his skills, pushing his SIERA down into more attractive territory.

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Top 20 Starting Pitcher SIERA Leaders

Even though we are about halfway through the season, the league leader in innings pitched sits at just 40.2 innings. That’s far too small a sample size to find much meaning in traditional surface statistics such as ERA and WHIP (plus LD%, HR/FB, BABIP, etc). The results that feed into ERA take significantly longer to stabilize, so it makes more sense to focus on the underlying skills that pitchers have more control over. Luckily, we have a metric that takes all those underlying skills, throws them into a blender, and spits out a skills-based ERA. Of course, I’m describing SIERA, and it’s what I exclusively look at early in the season to forecast future performance, as it’s far better than ERA itself. So with that said, let’s take a gander at the top 20 qualified starting pitchers in SIERA and discuss any surprises.

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SwStr% Leaders

SwStr% is a simple metric that is calculated by taking swings and misses and dividing it by total pitches. Why is SwStr% important? Simply put, if a pitcher can produce a bunch of swings and misses it means his strikeout rate should be high. The more strikeouts the better, because if you look at an elite pitcher in baseball you will see a high strikeout rate. It is well known that SwStr% correlates well with a pitchers strikeout rate. Want to know if a player’s K% is over or underperforming? Check out their SwStr%. The rule of thumb (although it isn’t exact) is to double a pitchers SwStr% and their K% should be around that number. Keep in mind some pitchers will be outliers if they consistently rely on called strikes, like Aaron Nola.

Let’s take a look at the SwStr% leaders so far this season.
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The Big Kevin Gausman Breakout Has Arrived

With a mid-to-high 90s fastball that has touched as high as 101 MPH and an elite splitter that has generated a SwStk% over 20% every season of his career, a lot has been expected of Kevin Gausman. You figured that with a two-pitch foundation like that, he would be racking up the strikeouts and rank as one of the better pitchers in baseball on an annual basis. And while he’s posted a couple of seasons of sub-4.00 ERAs, the underlying skills just haven’t been super impressive, and he sports a career ERA of 4.31. That’s perfectly serviceable, especially in a hitter friendly home park for most of his career in the American League. Sure enough, his career ERA- stands at an almost perfectly league average 101. So he’s been fine, but not what fantasy owners hoped for.

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