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RDLARK

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  1. Like
    RDLARK got a reaction from CUtomorrownight for a blog entry, Starting Pitcher Analysis: Lewis Thorpe   
    Okay, time to take a look at Lewis Thorpe. This is, afterall, the reason we all woke up this morning, right? Thankfully for all involved, we can skip the lengthy preamble and just get into the analysis.
    Like Dobnak, whom I covered in this space last week, Thorpe made his MLB debut for the Twins last season (though he started the year off in AAA, whereas Dobnak basically covered every level in the organization in 2019).
     
    Let’s take a look at Thorpe’s results from his MLB stint:
    • 27.2 IP (essentially the same sample as Dobnak)
    • 10.08 K/9 (yes, please)
    • 3.25 BB/9 (that’ll play)
    • 6.18 ERA (yikes)
    • 3.47 FIP (okay, let’s take a look at the BABIP, HR rates, and other batted ball tendencies)
    • 4.14 xFIP (so he had a lower than league average HR/FB rate, but honestly ½ of a run isn’t much in this small of a sample, it’s a difference of 1.5 ER allowed in 27 IP)
     
    I see a number of things I want to look at here, and we will see where this takes us:
    • Swinging Strike Rate: 11.8%
    • Zone Percentage: 44.3%
    • BABIP: .438
    • HR/9: 0.98
    • HR/FB: 10.3%
    • Line Drive Rate: 31.3%
     
    Let’s start with his plate discipline numbers to see whether we think these strikeout and walk rates, which are the stuff aces are made of (a quick a dirty thing to do to identify elite skills is to subtract the BB/9 from the K/9; anything over 6 is great).
     
    Let’s start off with the walks and underlying control skills. Thorpe was in the strike zone with 44.3% of his pitches in his limited MLB innings. Among qualified starters, he would have ranked 17th, just behind Yu Darvish and just ahead of Lance Lynn. As I mentioned last week, there were 61 qualified starters, so the top 20 is the top 1/3rd. It’s also worth mentioning that his BB/9 in nearly 100 AAA innings was 2.34 in 2019 and in AA and AAA in 2018, he compiled 130 innings with a 2.5 BB/9. I think it’s safe to say Thorpe has great control and can likely be relied upon to avoid free passes.
     
    On to strikeouts. Thorpe has consistently delivered a K/9 in the double digits throughout his time in AA, AAA, and MLB in 2017 (10.50), 2018 (10.92 in AA; 10.80 in AAA) and 2019 (11.12 in AAA, 10.08 in MLB). I’m happy to report that his swinging strike rate during his MLB stint backs this up. His 11.8 swinging strike rate would have been 22nd among qualifying starters (again, right around the top 1/3). As I noted with Dobnak, it is not particularly common for the same pitcher to post strong control numbers and miss a lot of bats.
     
    Here is the list of pitchers who had a zone percentage of at least 44.3% and a swinging strike rate of at least 11.8% (if you read the Dobnak post last week, this will look familiar).
    • Gerrit Cole – 16.8%/45.2%
    • Max Scherzer – 16.4%/45.6%
    • Justin Verlander – 16.1%/45.2%
    • Lucas Giolito – 15%/47.2%
    • Yu Darvish – 13.4%/44.5%
    • Charlie Morton – 12.9%/45.1%
    • German Marquez – 12.7%/46.6%
    • Walker Buehler – 12.1%/46.5%
    • Joe Musgrove – 12%/45.5%
     
    Still good company, just as it was for Dobnak last week (and I’m on board with prying Musgrove away from Pittsburgh).
     
    Okay, so he’s in the zone and missing bats. Those skills have consistently translated to strikeouts and walks (for pitchers in general, and for Thorpe since he was promoted to AA in 2017). So if he’s so great why did he post an ERA of more than 6 runs per nine innings?
     
    I know a lot of people won’t like to hear this, but he was unlucky. Pitchers cannot control everything that happens, and particularly in small samples some bad luck can really torch your ratios. For starters, he allowed a .438 BABIP. The highest BABIP among qualified starters was .347 – one hundred points lower! That’s a fluke. Thorpe also only stranded 66% of his baserunners. Only three qualified starters had lower strand rates, and none of then posted a K/9 over 8.5 (Musgrove had the lowest strand rate in the major leagues; more evidence that he'd be a great add).
     
    He was helped a bit by having a relatively low HR/FB, particularly given the fact that he allowed a lot of hard contact (39.8%), and the BABIP was fueled by a 31.3% line drive rate. It’s likely intuitive to anyone who has read this far, but line drives are by far the most likely type of batted ball to result in a base hit. Again, though, so much of all of this is dependent on such a small sample that it’s hard to know if that’s really who he is. If those line drives turned into fly balls he’d likely see his BABIP come down, but he’d also likely allow more home runs. It’s also feasible that a pitcher who misses bats like he does can figure out how to induce weaker contact, especially if he relies more heavily on his slider.
     
    A commenter noted on the Dobnak post that Dobnak had faced some weaker offenses. That’s also true of Thorpe, who faced AL central foes for the majority of his appearances. Something to keep in mind.
     
    Honestly, he’s a lot like Dobnak. The biggest difference between the two (aside from pedigree) is that Dobnak had good fortune with batted balls and Thorpe had bad fortune. All-in-all, I’d say Thorpe gives us plenty of reason to be excited about the possibilities for the back end of the rotation in 2020. The Twins don’t need all of the potential starters on the 40-man to be great, and they appear to have put together a system full of high variance, high upside arms. Not a bad place to be.
  2. Like
    RDLARK got a reaction from Patrick Wozniak for a blog entry, Starting Pitcher Analysis: Lewis Thorpe   
    Okay, time to take a look at Lewis Thorpe. This is, afterall, the reason we all woke up this morning, right? Thankfully for all involved, we can skip the lengthy preamble and just get into the analysis.
    Like Dobnak, whom I covered in this space last week, Thorpe made his MLB debut for the Twins last season (though he started the year off in AAA, whereas Dobnak basically covered every level in the organization in 2019).
     
    Let’s take a look at Thorpe’s results from his MLB stint:
    • 27.2 IP (essentially the same sample as Dobnak)
    • 10.08 K/9 (yes, please)
    • 3.25 BB/9 (that’ll play)
    • 6.18 ERA (yikes)
    • 3.47 FIP (okay, let’s take a look at the BABIP, HR rates, and other batted ball tendencies)
    • 4.14 xFIP (so he had a lower than league average HR/FB rate, but honestly ½ of a run isn’t much in this small of a sample, it’s a difference of 1.5 ER allowed in 27 IP)
     
    I see a number of things I want to look at here, and we will see where this takes us:
    • Swinging Strike Rate: 11.8%
    • Zone Percentage: 44.3%
    • BABIP: .438
    • HR/9: 0.98
    • HR/FB: 10.3%
    • Line Drive Rate: 31.3%
     
    Let’s start with his plate discipline numbers to see whether we think these strikeout and walk rates, which are the stuff aces are made of (a quick a dirty thing to do to identify elite skills is to subtract the BB/9 from the K/9; anything over 6 is great).
     
    Let’s start off with the walks and underlying control skills. Thorpe was in the strike zone with 44.3% of his pitches in his limited MLB innings. Among qualified starters, he would have ranked 17th, just behind Yu Darvish and just ahead of Lance Lynn. As I mentioned last week, there were 61 qualified starters, so the top 20 is the top 1/3rd. It’s also worth mentioning that his BB/9 in nearly 100 AAA innings was 2.34 in 2019 and in AA and AAA in 2018, he compiled 130 innings with a 2.5 BB/9. I think it’s safe to say Thorpe has great control and can likely be relied upon to avoid free passes.
     
    On to strikeouts. Thorpe has consistently delivered a K/9 in the double digits throughout his time in AA, AAA, and MLB in 2017 (10.50), 2018 (10.92 in AA; 10.80 in AAA) and 2019 (11.12 in AAA, 10.08 in MLB). I’m happy to report that his swinging strike rate during his MLB stint backs this up. His 11.8 swinging strike rate would have been 22nd among qualifying starters (again, right around the top 1/3). As I noted with Dobnak, it is not particularly common for the same pitcher to post strong control numbers and miss a lot of bats.
     
    Here is the list of pitchers who had a zone percentage of at least 44.3% and a swinging strike rate of at least 11.8% (if you read the Dobnak post last week, this will look familiar).
    • Gerrit Cole – 16.8%/45.2%
    • Max Scherzer – 16.4%/45.6%
    • Justin Verlander – 16.1%/45.2%
    • Lucas Giolito – 15%/47.2%
    • Yu Darvish – 13.4%/44.5%
    • Charlie Morton – 12.9%/45.1%
    • German Marquez – 12.7%/46.6%
    • Walker Buehler – 12.1%/46.5%
    • Joe Musgrove – 12%/45.5%
     
    Still good company, just as it was for Dobnak last week (and I’m on board with prying Musgrove away from Pittsburgh).
     
    Okay, so he’s in the zone and missing bats. Those skills have consistently translated to strikeouts and walks (for pitchers in general, and for Thorpe since he was promoted to AA in 2017). So if he’s so great why did he post an ERA of more than 6 runs per nine innings?
     
    I know a lot of people won’t like to hear this, but he was unlucky. Pitchers cannot control everything that happens, and particularly in small samples some bad luck can really torch your ratios. For starters, he allowed a .438 BABIP. The highest BABIP among qualified starters was .347 – one hundred points lower! That’s a fluke. Thorpe also only stranded 66% of his baserunners. Only three qualified starters had lower strand rates, and none of then posted a K/9 over 8.5 (Musgrove had the lowest strand rate in the major leagues; more evidence that he'd be a great add).
     
    He was helped a bit by having a relatively low HR/FB, particularly given the fact that he allowed a lot of hard contact (39.8%), and the BABIP was fueled by a 31.3% line drive rate. It’s likely intuitive to anyone who has read this far, but line drives are by far the most likely type of batted ball to result in a base hit. Again, though, so much of all of this is dependent on such a small sample that it’s hard to know if that’s really who he is. If those line drives turned into fly balls he’d likely see his BABIP come down, but he’d also likely allow more home runs. It’s also feasible that a pitcher who misses bats like he does can figure out how to induce weaker contact, especially if he relies more heavily on his slider.
     
    A commenter noted on the Dobnak post that Dobnak had faced some weaker offenses. That’s also true of Thorpe, who faced AL central foes for the majority of his appearances. Something to keep in mind.
     
    Honestly, he’s a lot like Dobnak. The biggest difference between the two (aside from pedigree) is that Dobnak had good fortune with batted balls and Thorpe had bad fortune. All-in-all, I’d say Thorpe gives us plenty of reason to be excited about the possibilities for the back end of the rotation in 2020. The Twins don’t need all of the potential starters on the 40-man to be great, and they appear to have put together a system full of high variance, high upside arms. Not a bad place to be.
  3. Like
    RDLARK got a reaction from howieramone2 for a blog entry, Starting Pitcher Analysis: Lewis Thorpe   
    Okay, time to take a look at Lewis Thorpe. This is, afterall, the reason we all woke up this morning, right? Thankfully for all involved, we can skip the lengthy preamble and just get into the analysis.
    Like Dobnak, whom I covered in this space last week, Thorpe made his MLB debut for the Twins last season (though he started the year off in AAA, whereas Dobnak basically covered every level in the organization in 2019).
     
    Let’s take a look at Thorpe’s results from his MLB stint:
    • 27.2 IP (essentially the same sample as Dobnak)
    • 10.08 K/9 (yes, please)
    • 3.25 BB/9 (that’ll play)
    • 6.18 ERA (yikes)
    • 3.47 FIP (okay, let’s take a look at the BABIP, HR rates, and other batted ball tendencies)
    • 4.14 xFIP (so he had a lower than league average HR/FB rate, but honestly ½ of a run isn’t much in this small of a sample, it’s a difference of 1.5 ER allowed in 27 IP)
     
    I see a number of things I want to look at here, and we will see where this takes us:
    • Swinging Strike Rate: 11.8%
    • Zone Percentage: 44.3%
    • BABIP: .438
    • HR/9: 0.98
    • HR/FB: 10.3%
    • Line Drive Rate: 31.3%
     
    Let’s start with his plate discipline numbers to see whether we think these strikeout and walk rates, which are the stuff aces are made of (a quick a dirty thing to do to identify elite skills is to subtract the BB/9 from the K/9; anything over 6 is great).
     
    Let’s start off with the walks and underlying control skills. Thorpe was in the strike zone with 44.3% of his pitches in his limited MLB innings. Among qualified starters, he would have ranked 17th, just behind Yu Darvish and just ahead of Lance Lynn. As I mentioned last week, there were 61 qualified starters, so the top 20 is the top 1/3rd. It’s also worth mentioning that his BB/9 in nearly 100 AAA innings was 2.34 in 2019 and in AA and AAA in 2018, he compiled 130 innings with a 2.5 BB/9. I think it’s safe to say Thorpe has great control and can likely be relied upon to avoid free passes.
     
    On to strikeouts. Thorpe has consistently delivered a K/9 in the double digits throughout his time in AA, AAA, and MLB in 2017 (10.50), 2018 (10.92 in AA; 10.80 in AAA) and 2019 (11.12 in AAA, 10.08 in MLB). I’m happy to report that his swinging strike rate during his MLB stint backs this up. His 11.8 swinging strike rate would have been 22nd among qualifying starters (again, right around the top 1/3). As I noted with Dobnak, it is not particularly common for the same pitcher to post strong control numbers and miss a lot of bats.
     
    Here is the list of pitchers who had a zone percentage of at least 44.3% and a swinging strike rate of at least 11.8% (if you read the Dobnak post last week, this will look familiar).
    • Gerrit Cole – 16.8%/45.2%
    • Max Scherzer – 16.4%/45.6%
    • Justin Verlander – 16.1%/45.2%
    • Lucas Giolito – 15%/47.2%
    • Yu Darvish – 13.4%/44.5%
    • Charlie Morton – 12.9%/45.1%
    • German Marquez – 12.7%/46.6%
    • Walker Buehler – 12.1%/46.5%
    • Joe Musgrove – 12%/45.5%
     
    Still good company, just as it was for Dobnak last week (and I’m on board with prying Musgrove away from Pittsburgh).
     
    Okay, so he’s in the zone and missing bats. Those skills have consistently translated to strikeouts and walks (for pitchers in general, and for Thorpe since he was promoted to AA in 2017). So if he’s so great why did he post an ERA of more than 6 runs per nine innings?
     
    I know a lot of people won’t like to hear this, but he was unlucky. Pitchers cannot control everything that happens, and particularly in small samples some bad luck can really torch your ratios. For starters, he allowed a .438 BABIP. The highest BABIP among qualified starters was .347 – one hundred points lower! That’s a fluke. Thorpe also only stranded 66% of his baserunners. Only three qualified starters had lower strand rates, and none of then posted a K/9 over 8.5 (Musgrove had the lowest strand rate in the major leagues; more evidence that he'd be a great add).
     
    He was helped a bit by having a relatively low HR/FB, particularly given the fact that he allowed a lot of hard contact (39.8%), and the BABIP was fueled by a 31.3% line drive rate. It’s likely intuitive to anyone who has read this far, but line drives are by far the most likely type of batted ball to result in a base hit. Again, though, so much of all of this is dependent on such a small sample that it’s hard to know if that’s really who he is. If those line drives turned into fly balls he’d likely see his BABIP come down, but he’d also likely allow more home runs. It’s also feasible that a pitcher who misses bats like he does can figure out how to induce weaker contact, especially if he relies more heavily on his slider.
     
    A commenter noted on the Dobnak post that Dobnak had faced some weaker offenses. That’s also true of Thorpe, who faced AL central foes for the majority of his appearances. Something to keep in mind.
     
    Honestly, he’s a lot like Dobnak. The biggest difference between the two (aside from pedigree) is that Dobnak had good fortune with batted balls and Thorpe had bad fortune. All-in-all, I’d say Thorpe gives us plenty of reason to be excited about the possibilities for the back end of the rotation in 2020. The Twins don’t need all of the potential starters on the 40-man to be great, and they appear to have put together a system full of high variance, high upside arms. Not a bad place to be.
  4. Like
    RDLARK got a reaction from Cory Engelhardt for a blog entry, Starting Pitcher Analysis: Lewis Thorpe   
    Okay, time to take a look at Lewis Thorpe. This is, afterall, the reason we all woke up this morning, right? Thankfully for all involved, we can skip the lengthy preamble and just get into the analysis.
    Like Dobnak, whom I covered in this space last week, Thorpe made his MLB debut for the Twins last season (though he started the year off in AAA, whereas Dobnak basically covered every level in the organization in 2019).
     
    Let’s take a look at Thorpe’s results from his MLB stint:
    • 27.2 IP (essentially the same sample as Dobnak)
    • 10.08 K/9 (yes, please)
    • 3.25 BB/9 (that’ll play)
    • 6.18 ERA (yikes)
    • 3.47 FIP (okay, let’s take a look at the BABIP, HR rates, and other batted ball tendencies)
    • 4.14 xFIP (so he had a lower than league average HR/FB rate, but honestly ½ of a run isn’t much in this small of a sample, it’s a difference of 1.5 ER allowed in 27 IP)
     
    I see a number of things I want to look at here, and we will see where this takes us:
    • Swinging Strike Rate: 11.8%
    • Zone Percentage: 44.3%
    • BABIP: .438
    • HR/9: 0.98
    • HR/FB: 10.3%
    • Line Drive Rate: 31.3%
     
    Let’s start with his plate discipline numbers to see whether we think these strikeout and walk rates, which are the stuff aces are made of (a quick a dirty thing to do to identify elite skills is to subtract the BB/9 from the K/9; anything over 6 is great).
     
    Let’s start off with the walks and underlying control skills. Thorpe was in the strike zone with 44.3% of his pitches in his limited MLB innings. Among qualified starters, he would have ranked 17th, just behind Yu Darvish and just ahead of Lance Lynn. As I mentioned last week, there were 61 qualified starters, so the top 20 is the top 1/3rd. It’s also worth mentioning that his BB/9 in nearly 100 AAA innings was 2.34 in 2019 and in AA and AAA in 2018, he compiled 130 innings with a 2.5 BB/9. I think it’s safe to say Thorpe has great control and can likely be relied upon to avoid free passes.
     
    On to strikeouts. Thorpe has consistently delivered a K/9 in the double digits throughout his time in AA, AAA, and MLB in 2017 (10.50), 2018 (10.92 in AA; 10.80 in AAA) and 2019 (11.12 in AAA, 10.08 in MLB). I’m happy to report that his swinging strike rate during his MLB stint backs this up. His 11.8 swinging strike rate would have been 22nd among qualifying starters (again, right around the top 1/3). As I noted with Dobnak, it is not particularly common for the same pitcher to post strong control numbers and miss a lot of bats.
     
    Here is the list of pitchers who had a zone percentage of at least 44.3% and a swinging strike rate of at least 11.8% (if you read the Dobnak post last week, this will look familiar).
    • Gerrit Cole – 16.8%/45.2%
    • Max Scherzer – 16.4%/45.6%
    • Justin Verlander – 16.1%/45.2%
    • Lucas Giolito – 15%/47.2%
    • Yu Darvish – 13.4%/44.5%
    • Charlie Morton – 12.9%/45.1%
    • German Marquez – 12.7%/46.6%
    • Walker Buehler – 12.1%/46.5%
    • Joe Musgrove – 12%/45.5%
     
    Still good company, just as it was for Dobnak last week (and I’m on board with prying Musgrove away from Pittsburgh).
     
    Okay, so he’s in the zone and missing bats. Those skills have consistently translated to strikeouts and walks (for pitchers in general, and for Thorpe since he was promoted to AA in 2017). So if he’s so great why did he post an ERA of more than 6 runs per nine innings?
     
    I know a lot of people won’t like to hear this, but he was unlucky. Pitchers cannot control everything that happens, and particularly in small samples some bad luck can really torch your ratios. For starters, he allowed a .438 BABIP. The highest BABIP among qualified starters was .347 – one hundred points lower! That’s a fluke. Thorpe also only stranded 66% of his baserunners. Only three qualified starters had lower strand rates, and none of then posted a K/9 over 8.5 (Musgrove had the lowest strand rate in the major leagues; more evidence that he'd be a great add).
     
    He was helped a bit by having a relatively low HR/FB, particularly given the fact that he allowed a lot of hard contact (39.8%), and the BABIP was fueled by a 31.3% line drive rate. It’s likely intuitive to anyone who has read this far, but line drives are by far the most likely type of batted ball to result in a base hit. Again, though, so much of all of this is dependent on such a small sample that it’s hard to know if that’s really who he is. If those line drives turned into fly balls he’d likely see his BABIP come down, but he’d also likely allow more home runs. It’s also feasible that a pitcher who misses bats like he does can figure out how to induce weaker contact, especially if he relies more heavily on his slider.
     
    A commenter noted on the Dobnak post that Dobnak had faced some weaker offenses. That’s also true of Thorpe, who faced AL central foes for the majority of his appearances. Something to keep in mind.
     
    Honestly, he’s a lot like Dobnak. The biggest difference between the two (aside from pedigree) is that Dobnak had good fortune with batted balls and Thorpe had bad fortune. All-in-all, I’d say Thorpe gives us plenty of reason to be excited about the possibilities for the back end of the rotation in 2020. The Twins don’t need all of the potential starters on the 40-man to be great, and they appear to have put together a system full of high variance, high upside arms. Not a bad place to be.
  5. Like
    RDLARK got a reaction from TwerkTwonkTwins for a blog entry, Starting Pitcher Analysis: Lewis Thorpe   
    Okay, time to take a look at Lewis Thorpe. This is, afterall, the reason we all woke up this morning, right? Thankfully for all involved, we can skip the lengthy preamble and just get into the analysis.
    Like Dobnak, whom I covered in this space last week, Thorpe made his MLB debut for the Twins last season (though he started the year off in AAA, whereas Dobnak basically covered every level in the organization in 2019).
     
    Let’s take a look at Thorpe’s results from his MLB stint:
    • 27.2 IP (essentially the same sample as Dobnak)
    • 10.08 K/9 (yes, please)
    • 3.25 BB/9 (that’ll play)
    • 6.18 ERA (yikes)
    • 3.47 FIP (okay, let’s take a look at the BABIP, HR rates, and other batted ball tendencies)
    • 4.14 xFIP (so he had a lower than league average HR/FB rate, but honestly ½ of a run isn’t much in this small of a sample, it’s a difference of 1.5 ER allowed in 27 IP)
     
    I see a number of things I want to look at here, and we will see where this takes us:
    • Swinging Strike Rate: 11.8%
    • Zone Percentage: 44.3%
    • BABIP: .438
    • HR/9: 0.98
    • HR/FB: 10.3%
    • Line Drive Rate: 31.3%
     
    Let’s start with his plate discipline numbers to see whether we think these strikeout and walk rates, which are the stuff aces are made of (a quick a dirty thing to do to identify elite skills is to subtract the BB/9 from the K/9; anything over 6 is great).
     
    Let’s start off with the walks and underlying control skills. Thorpe was in the strike zone with 44.3% of his pitches in his limited MLB innings. Among qualified starters, he would have ranked 17th, just behind Yu Darvish and just ahead of Lance Lynn. As I mentioned last week, there were 61 qualified starters, so the top 20 is the top 1/3rd. It’s also worth mentioning that his BB/9 in nearly 100 AAA innings was 2.34 in 2019 and in AA and AAA in 2018, he compiled 130 innings with a 2.5 BB/9. I think it’s safe to say Thorpe has great control and can likely be relied upon to avoid free passes.
     
    On to strikeouts. Thorpe has consistently delivered a K/9 in the double digits throughout his time in AA, AAA, and MLB in 2017 (10.50), 2018 (10.92 in AA; 10.80 in AAA) and 2019 (11.12 in AAA, 10.08 in MLB). I’m happy to report that his swinging strike rate during his MLB stint backs this up. His 11.8 swinging strike rate would have been 22nd among qualifying starters (again, right around the top 1/3). As I noted with Dobnak, it is not particularly common for the same pitcher to post strong control numbers and miss a lot of bats.
     
    Here is the list of pitchers who had a zone percentage of at least 44.3% and a swinging strike rate of at least 11.8% (if you read the Dobnak post last week, this will look familiar).
    • Gerrit Cole – 16.8%/45.2%
    • Max Scherzer – 16.4%/45.6%
    • Justin Verlander – 16.1%/45.2%
    • Lucas Giolito – 15%/47.2%
    • Yu Darvish – 13.4%/44.5%
    • Charlie Morton – 12.9%/45.1%
    • German Marquez – 12.7%/46.6%
    • Walker Buehler – 12.1%/46.5%
    • Joe Musgrove – 12%/45.5%
     
    Still good company, just as it was for Dobnak last week (and I’m on board with prying Musgrove away from Pittsburgh).
     
    Okay, so he’s in the zone and missing bats. Those skills have consistently translated to strikeouts and walks (for pitchers in general, and for Thorpe since he was promoted to AA in 2017). So if he’s so great why did he post an ERA of more than 6 runs per nine innings?
     
    I know a lot of people won’t like to hear this, but he was unlucky. Pitchers cannot control everything that happens, and particularly in small samples some bad luck can really torch your ratios. For starters, he allowed a .438 BABIP. The highest BABIP among qualified starters was .347 – one hundred points lower! That’s a fluke. Thorpe also only stranded 66% of his baserunners. Only three qualified starters had lower strand rates, and none of then posted a K/9 over 8.5 (Musgrove had the lowest strand rate in the major leagues; more evidence that he'd be a great add).
     
    He was helped a bit by having a relatively low HR/FB, particularly given the fact that he allowed a lot of hard contact (39.8%), and the BABIP was fueled by a 31.3% line drive rate. It’s likely intuitive to anyone who has read this far, but line drives are by far the most likely type of batted ball to result in a base hit. Again, though, so much of all of this is dependent on such a small sample that it’s hard to know if that’s really who he is. If those line drives turned into fly balls he’d likely see his BABIP come down, but he’d also likely allow more home runs. It’s also feasible that a pitcher who misses bats like he does can figure out how to induce weaker contact, especially if he relies more heavily on his slider.
     
    A commenter noted on the Dobnak post that Dobnak had faced some weaker offenses. That’s also true of Thorpe, who faced AL central foes for the majority of his appearances. Something to keep in mind.
     
    Honestly, he’s a lot like Dobnak. The biggest difference between the two (aside from pedigree) is that Dobnak had good fortune with batted balls and Thorpe had bad fortune. All-in-all, I’d say Thorpe gives us plenty of reason to be excited about the possibilities for the back end of the rotation in 2020. The Twins don’t need all of the potential starters on the 40-man to be great, and they appear to have put together a system full of high variance, high upside arms. Not a bad place to be.
  6. Like
    RDLARK got a reaction from dbminn for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  7. Like
    RDLARK got a reaction from ToddlerHarmon for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  8. Like
    RDLARK got a reaction from DannySD for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  9. Like
    RDLARK got a reaction from nclahammer for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  10. Like
    RDLARK got a reaction from dex8425 for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  11. Like
    RDLARK got a reaction from Dman for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  12. Like
    RDLARK got a reaction from Weave for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  13. Like
    RDLARK got a reaction from Patrick Wozniak for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  14. Like
    RDLARK got a reaction from TwerkTwonkTwins for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  15. Like
    RDLARK got a reaction from Doctor Gast for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
  16. Like
    RDLARK got a reaction from howieramone2 for a blog entry, Starting Pitcher Analysis: Randy Dobnak   
    I’m going to dive into blogging here and see where it goes. Sometimes, as a writer, the hardest thing is to come up with an idea that’s worth writing about and that people will actually be interested to read. I expect that to be my struggle, but I’ve got what I think will be an interesting series to kick things off, and maybe that will be the extent of my contributions. Time will tell.
     
    In any case, nobody wants to read about me. You want to see what information you can glean about our Twins. Given the rampant discussions on Twitter and on various blogs regarding the state of the Twins’ pitching staff, I thought it would be interesting to do a series on the numbers underlying the starters currently projected to be in the mix for the Twins.
     
    While I’m sure others will make starts this season, here are the guys I’m hoping to work my way through for this series:
    Jose Berrios
    Jake Odorizzi
    Michael Pineda
    Rich Hill
    Homer Bailey
    Devin Smeltzer
    Lewis Thorpe
    Randy Dobnak
     
    By way of framing the series, I think there are pretty clearly three different groups. The known (but in some cases misunderstood) quantities, the new veterans, and the prospects.
     
    When the season starts, we know Pineda and Hill will not be in the rotation, and we know Berrios, Odorizzi, and Bailey will be (barring injury, of course). That being the case, I decided to start off by diving into the three prospects (a term I’m using loosely, given the MLB experience they got last year), starting with Dobnak.
     
    A common question we hear, read, and think to ourselves as we are trying to fall asleep: “Can Randy Dobnak be a key piece of a successful playoff run?” I can cut to the chase and just say the answer is yes, but if you want to know why, go ahead and keep reading the words.
     
    Let’s start by looking at Dobnak’s surface-level stats:
    28.1 IP – lots and lots of caveats about the small sample
    7.31 K/9 – not inspiring, but we will need to take a look at his swinging strike rates
    1.59 BB/9 – elite, but let’s see how often he’s really in the strike zone
    1.59 ERA – wow, but a lot of this depends on the above
    2.90 FIP – also wow
    3.77 xFIP – still wow, but we will need to look into his batted ball tendencies because 0.32 HR/9 is the reason for the jump from his FIP to his xFIP.

    Okay, so we have a few things to dive into:
    Swinging Strike Rates, which are generally highly correlated to K/9
    Zone Percentage, which is highly correlated to BB/9
    Batted Ball Tendencies, which are going to be a bit more difficult to use to extrapolate, given the small sample.

    Getting hitters to swing and miss, and throwing strikes are generally skills the pitcher possesses (or does not), while the results – K/9, BB/9, HR/9, etc. Fluctuate due to randomness, umpire tendencies, opponents’ skill, etc. (esp in small samples).
     
    Here’s what we see for Dobnak on those plate discipline skills:
    43.8% of his pitches were in the strike zone
    12.9% of his pitches resulted in a swinging strike

    Putting those numbers into context, 61 pitchers qualified for the ERA title last season, so the median pitcher would be the one whose result was 31st among qualified starters. For swinging strike, it turns out that is a couple of familiar names: Jose Berrios and Homer Bailey at 10.8 percent. Looking at zone percentage, there is a three way tie among Jeff Smardzija, Mike Soroka, and Bailey again at 42.6 percent (a bit of a preview of the Bailey post. Hmm). By now you’ve surely noticed that Dobnak’s numbers were markedly above the median.
     
    In fact, his zone percentage of 43.8% would have tied him with Zach Eflin for 20th among all qualified starting pitchers, just a tick below Noah Syndergaard at 43.9 percent. His swinging strike rate of 12.9% puts him in a three way tie with Charlie Morton and Clayton Kershaw, who were tied for 14th among qualified starters. Obviously good company.
     
    It gets better. If you look at qualified starters who posted at least a 12.9% swinging strike rate combined with a 43.9% zone percentage – that rare combination of being in the zone and missing bats – here is the list you get for 2019:
    Gerrit Cole – 16.8%/45.2%
    Max Scherzer – 16.4%/45.6%
    Justin Verlander – 16.1%/45.2%
    Lucas Giolito – 15%/47.2%
    Yu Darvish – 13.4%/44.5%
    Charlie Morton – 12.9%/45.1%

    Just missed:
    Clayton Kershaw
    German Marquez
    Lance Lynn
    Noah Syndergaard
    Trevor Bauer
    Walker Buehler

    Does this mean Dobnak is in the company of these elite aces? Of course not. What it does suggest, though, is that his success was not a fluke. He displayed an elite combination of skills in missing bats (which generates strikeouts) and living in the strike zone (which prevents walks). This suggests that he has considerable upside. He also threw essentially a major league innings load last year – compiling more than 160 innings across 4 levels from High A to the majors. This suggests he’s capable of providing the Twins with volume as well as quality, something that is not always the case for prospect pitchers.
     
    There are reasons to be worried, though. The difference between Dobnak’s FIP and his xFIP was driven by an unsustainably low 5.3% HR/FB rate. The lowest HR/FB rate among qualified starters was 9.3%, and given Dobnak’s 42.5% hard hit rate, it’s safe to assume more of those fly balls will reach the seats going forward. That said, if he regresses to the mean in HR/9 and posts 150 innings with a sub-4.00 ERA, that’s obviously a serviceable starting pitcher. And, given that FIP and xFIP were driven by his 7.31 K/9, if those swinging strikes turn that into a 9.00+ K/9, he has considerable upside to deliver a lower ERA.
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