It's fitting that I'm resuming this blog where I left off three years ago. This is a rundown on pitchers likely to have better results during the latter two-thirds or so of this season than they did in the first two months.
The first thing that struck me from the previous post was that at that point in the 2015 season, 109 pitchers had thrown enough innings (one per team game) to be on pace to qualify for the ERA title. Just three years later, the number of would-be qualifiers is down to 91 -- a 17 per cent decrease and fewer than three starters per team.
I attribute that decrease to the moronic way pitching staffs are handled these days. Starters are groomed to pitch five or six innings and "keep the team in the game." And far be it from a reliever to work more than one inning. I'll be writing more about that philosophy.
That trend had its roots 20 years or so ago, but its impact seems to be accelerating.
My method uses two simple statistics, opponents' batting average (which I call Hittability) and strikeout/walk ratio (Strikeability).
The eligible starters are broken down into four more-or-less-equal quartiles in each category. Those in the top quartile get 1 point, those in the bottom get 4. The best pitchers are in Quartile 1 in each category, so their total score would be 1+1=2. Those in both bottom quartiles would score 4+4=8. The average score would be 5. Those scoring 3 and 4 would be above average, and those at 6 or 7 would be below average, possibly clinging to their jobs.
My reasoning is that the batting average and K/W ratio measure pitchers' efficiency, and over the course of a season the results in terms of won-lost records and ERA, for example, the cream would rise to the top.
Moving up
Pitchers I expect to win more often over the remainder of this season: Bartolo Colon (really!), Alex Wood, Jameson Taillon, Cole Hamels, Tanner Roark, Kyle Gibson and Matthew Boyd. Masahiro Tanaka's ERA should be a run or so lower going forward.
Going down
On the other end, there are pitchers who somehow have won games without pitching very well. Expect more losses than wins for Marco Gonzales, Felix Hernandez, Jose Quintana and Chris Stratton. And a decline in strikeouts seems to be foreshadowing an upward spike in Jake Arrieta's ERA.
The cream of the crop
10 pitchers in the top quartile in Hittability (.152-.214 OBA) and Strikeability (4.11-8.80 K/W ratio):
Corey Kluber, Indians
Max Scherzer, Nationals
Justin Verlander, Astros
Gerrit Cole, Astros
Jose Berrios, Twins
Chris Sale, Red Sox
Patrick Corbin, Diamondbacks
Luis Severino, Yankees
Jacob deGrom, Mets
Aaron Nola, Phillies
You want those guys on your fantasy teams.
Avoid at any cost
The eight pitchers in the bottom quartile in Hittability (.257-.313 OBA) and Strikeability (1.35-2.14 K/W):
Tyler Anderson, Rockies
Zach Godley, Diamondbacks
Andrew Cashner, Orioles
Danny Duffy, Royals
Homer Bailey, Reds
Sal "Mad Men" Romano, Reds
Lance Lynn, Twins
Ty Blach, Giants
In Hittability, the second quartile pitchers allowed opponents an average between .220 and .238, and the third quartile was from .241 to .255.
The second quartile in Strikeability included pitchers with K/W ratios between 2.74 and 4.00, and the third quartile ranged from 2.18 to 2.73.
The remainder of the pitchers included:
3
(1 in Hittability and 2 in Strikeability)
Zach Greinke, Diamondbacks
Miles Mikolas, Cardinals -- a surprising player to watch
Daniel Mengden, Athletics
Bartolo Colon, Rangers
Stephen Strasburg, Nationals
J.A. Happ, Blue Jays
Nick Pivetta, Phillies
(2 and 1)
Sean Manaea, Athletics
Charlie Morton, Astros
James Paxton, Mariners
Blake Snell, Rays
Trevor Bauer, Indians
4
(1 and 3)
Noah Syndergaard, Mets
Alex Wood, Dodgers
Rick Porcello, Red Sox
(2 and 2)
Jakob Junis, Royals
Kyle Hendricks, Cubs
Masahiro Tanaka, Yankees
Eduardo Rodriguez, Red Sox
Jameson Taillon, Pirates
Cole Hamels, Rangers
(3 and 1)
Mike Foltynewicz, Braves
Caleb Smith, Marlins
Tanner Roark, Nationals
Kyle Gibson, Twins
Garrett Richards, Angels
Mike Wacha, Cardinals
Matthew Boyd, Tigers
5
(1 and 4)
Ivan Nova, Pirates
Dylan Bundy, Orioles
(2 and 3)
Carlos Carrasco, Indians
Vincent Velasquez, Phillies
Jose Urena, Marlins
Tyler Skaggs, Angels
Dallas Keuchel, Astros
Luke Weaver, Cardinals
(3 and 2)
Lance McCullers, Astros
Kyle Freeland, Rockies
David Price, Red Sox
Jon Lester, Cubs
(4 and 1)
Sean Newcomb, Braves
6
(2 and 4)
Jhoulys Chacin, Brewers
Julio Teheran, Braves
Chase Anderson, Brewers
James Shields, White Sox
Reynaldo Lopez, White Sox
(3 and 3)
Tyson Ross, Padres
Gio Gonzalez, Nationals
Chad Kuhl, Pirates
Mike Clevinger, Indians
Clayton Richard, Padres
Jake Odorizzi, Twins
Jake Arrieta, Phillies
(4 and 2)
Kevin Gausman, Orioles
Jon Gray, Rockies
Brent Suter, Brewers
Marco Gonzales, Mariners
Mike Leake, Mariners
Chris Archer, Rays
Brandon McCarthy, Braves
7
(3 and 4)
Felix Hernandez, Mariners
Chad Bettis, Rockies
Trevor Williams, Pirates
Derek Holland, Giants
Michael Fulmer, Tigers
Jose Quintana, Cubs
Chris Stratton, Giants
Aaron Sanchez, Blue Jays
(4 and 3)
Ian Kennedy, Royals
Tyler Mahle, Reds
Luis Castillo, Reds
Jason Hammel, Royals
German Marquez, Rockies
Showing posts with label Corey Kluber. Show all posts
Showing posts with label Corey Kluber. Show all posts
Tuesday, June 5, 2018
Saturday, June 6, 2015
Pitchers you should pick up, others you should avoid
Every year on the Memorial Day weekend, I study which pitchers are likely to improve their results based on two metrics that show how well they have been pitching. At the same time, I come up with a list of pitchers whose performance is likely to fall off during the final two-thirds of the season.
Some of the pithcers on the way up are pretty obvious. Clayton Kershaw and Corey Kluber weren't winning early. But they are Cy Young Award winners. And the metrics I use -- opponents' batting average, or Hittability, and strikeout:walk ratio, or Strikeability -- showed that both were pitching well during April and May.
In the study, I included the 109 pitchers who at that point were on a pace to qualify for the ERA title (1 inning per team game). I compared their Hittability and Strikeability ratings with their standing in strikeouts and wins. Pitchers ranking high in combined Hittability and Strikeability but low in the counting stats are likely to be rewarded with better results going forward.
Others on the good list are Jimmy Nelson, Wei-Yin Chen, Francisco Liriano, Aaron Sanchez, Chase Anderson and Michael Wacha.
If any of those pitchers are a product of a small sample size or luck, rather than talent, I'd suggest Nelson, Anderson and possibly Sanchez. The others all have a track record.
There are just two pitchers I would expect to fall this season. Usually, there are seven or eight pitchers, sometimes even more on the bad list. This year's players due for a fall are Mark Buehrle and Mike Fiers. Buehrle was easy to see coming. In recent years, he has started fast and finished poorly. I remember telling someone it was OK to draft him, but he should be traded by midseason or the first sign that he was faltering.
In my rankings, I divide players into four groups as equal as possible, based on where they stand in each category. Buehrle began the year as one of the majors' biggest winners, even though he ranked in the bottom quarter in both Hittability and Strikeability. That made him not only an obvious candidate to fade, but also one of nine pitchers who should be replaced in the rotation as soon as someone better could be found.
There are seven pitchers in the top one-fourth in both Hittability and Strikeability. They are also good bets for success between now and October: Jason Hammel, Max Scherzer (another Cy Young Award winner), Matt Harvey, Johnny Cueto, Jake Odorizzi, Felix Hernandez (Cy!) and Zack Greinke. The biggest surprises on that list are Hammel and Odorizzi, who is one of the reasons why the Rays still are contending in the American League East.
They are players you should seek to acquire in your fantasy leagues, if you don't already have them.
Pitchers to avoid or to dump, in addition to Buehrle, are Jeremy Hellickson, Alex Wood, Tim Hudson, Kyle Kendrick, Jordan Lyles, Jeremy Guthrie, Chris Tillman and Kyle Lobstein.
Hellickson has been at the top of the Hittability and Strikeability lists in years past. I'd suggest that he and Tillman might have previously undisclosed injuries. Hudson, Guthrie and Buehrle may simply be at the end of the line.
I'll have more posts on my Hittability/Strikeability ratings, and how they can be used to predict future performance.
Some of the pithcers on the way up are pretty obvious. Clayton Kershaw and Corey Kluber weren't winning early. But they are Cy Young Award winners. And the metrics I use -- opponents' batting average, or Hittability, and strikeout:walk ratio, or Strikeability -- showed that both were pitching well during April and May.
In the study, I included the 109 pitchers who at that point were on a pace to qualify for the ERA title (1 inning per team game). I compared their Hittability and Strikeability ratings with their standing in strikeouts and wins. Pitchers ranking high in combined Hittability and Strikeability but low in the counting stats are likely to be rewarded with better results going forward.
Others on the good list are Jimmy Nelson, Wei-Yin Chen, Francisco Liriano, Aaron Sanchez, Chase Anderson and Michael Wacha.
If any of those pitchers are a product of a small sample size or luck, rather than talent, I'd suggest Nelson, Anderson and possibly Sanchez. The others all have a track record.
There are just two pitchers I would expect to fall this season. Usually, there are seven or eight pitchers, sometimes even more on the bad list. This year's players due for a fall are Mark Buehrle and Mike Fiers. Buehrle was easy to see coming. In recent years, he has started fast and finished poorly. I remember telling someone it was OK to draft him, but he should be traded by midseason or the first sign that he was faltering.
In my rankings, I divide players into four groups as equal as possible, based on where they stand in each category. Buehrle began the year as one of the majors' biggest winners, even though he ranked in the bottom quarter in both Hittability and Strikeability. That made him not only an obvious candidate to fade, but also one of nine pitchers who should be replaced in the rotation as soon as someone better could be found.
There are seven pitchers in the top one-fourth in both Hittability and Strikeability. They are also good bets for success between now and October: Jason Hammel, Max Scherzer (another Cy Young Award winner), Matt Harvey, Johnny Cueto, Jake Odorizzi, Felix Hernandez (Cy!) and Zack Greinke. The biggest surprises on that list are Hammel and Odorizzi, who is one of the reasons why the Rays still are contending in the American League East.
They are players you should seek to acquire in your fantasy leagues, if you don't already have them.
Pitchers to avoid or to dump, in addition to Buehrle, are Jeremy Hellickson, Alex Wood, Tim Hudson, Kyle Kendrick, Jordan Lyles, Jeremy Guthrie, Chris Tillman and Kyle Lobstein.
Hellickson has been at the top of the Hittability and Strikeability lists in years past. I'd suggest that he and Tillman might have previously undisclosed injuries. Hudson, Guthrie and Buehrle may simply be at the end of the line.
I'll have more posts on my Hittability/Strikeability ratings, and how they can be used to predict future performance.
Thursday, February 6, 2014
How Homer Bailey (Mike Minor?) could be like Jarrod Washburn
In 2003, when Lenny Pappano hired me for the opening of the dear departed fantasybaseballscout.com web site, one of the features we advertised was "How to Find a Cheap Starting Pitcher Who Can Pile Up the Wins."
I had done similar research a year earlier that pointed to Jarrod Washburn. He improved from 11-10 in 2001 to 18-6 as a 27-year-old in '02.
Thus was born, after I joined fantasybaseballscout.com, the Jarrod Washburn Award. The pre-season projected winner for 2003 was Jason Schmidt, who lived up to the spirit of the award by improving from 13-8 to 17-5.
There were other successes during the lifetime of fantasybaseballscout.com.
I'm reviving the Jarrod Washburn Award for this blog, and I'll post revivals of other remnants from fantasybaseballscout.com before this season begins.
Before I get into the methodology, here's the bottom line. The Jarrod Washburn Award for 2014 is ... drum roll ... Homer Bailey.
Honorable mention to Mike Minor and Alex Cobb. I'll say it here now. Even though the research gives the edge to Bailey, I wouldn't be surprised if Minor has a better year. And I'll be willing to bet you can pick up Minor for less money. (According to Sporting News Fantasy Source, you can. It lists Bailey at $21 and Minor at $19. Also, this is not an endorsement of the publication. It just happens to be the first one I picked up. There might or might not be others, for comparison purposes. And if the setbacks I've encountered go away, I'll have my own dollar values by the end of this month.)
Neither of them, nor Cobb at $15, is cheap or inexpensive.
Bailey's price is inflated by memories of his two no-hitters. To date he has been too inconsistent, too feast-or-famine, to be considered a top-tier pitcher.
To find one of my candidates for the award at a more reasonable price, you might look to Jarrod Parker at $10 (which sounds like such a bargain that you probably wouldn't get him at that price). He also has the magical first name of Jarrod.
To begin the process, I listed all of the pitchers who won between 11 and 13 games in the majors last season. Consider them players who have had a measure of success in the majors, but not necessarily "pile up the wins."
This list started with 33 pitchers. But among those were true stars who didn't win a whole lot in '13: Yu Darvish, Ubaldo Jimenez, James Shields, Justin Verlander, Felix Hernandez. By eliminating any pitcher who had won more than 13 in any major league season, the list shrunk to 13.
The other factors I use:
-- Injury history
-- Height
-- Age
-- Last year's opponent batting average
-- Last year's strikeout/walk ratio
-- Team prospects
The injury history is important for two reasons. 1) A pitcher who has worked to return from an injury can have the mental makeup needed for success. 2) A pitcher who hasn't been hurt yet is going to have arm trouble at some point.
Height is important because scouts prefer bigger, seemingly more durable pitchers. One of the many things I learned from John Benson is that the bias toward tall pitchers, especially tall lefties, is justified. Sorry about that, Sonny Gray.
Age is important. Various research has shown that ballplayers, both hitters and pitchers, tend to peak at about 27 years old. Even a bit younger for pitchers, because the woods are full of pitchers who never had an age 27 season before they were injured. Today, I probably would have overlooked 30-year-old Jason Schmidt, though perhaps he was just vastly superior in the other indicators. I don't remember.
Team prospects are important because it's a lot harder to win with a losing team. This qualifier was subjective. I considered "good" teams to be those that have been in the playoffs during the last couple of seasons or seem likely to be this year (I'm talking to you, Angels).
Opponent batting average and strikeout/walk ratio are the two underlying statistics that I think show how well a pitcher is actually throwing, much more than wins or ERA or saves or strikeouts alone.
Here's a breakdown of the 13 pitchers in the study, in order of the number of positive categories. In case of ties, I've looked at specific categories to see if one pitcher has at least a subjective advantage over another.
1. Reds RHP Homer Bailey, the only one with a positive in all 7 indicators
2. Braves LHP Mike Minor, 6 positives
3. Rays RHP Alex Cobb, 6
4. Indians RHP Corey Kluber, 5
5. Athletics RHP Jarrod Parker, 5
6. Marlins RHP Jose Fernandez, 4
7. Athletics LHP Tommy Milone, 4
8. Mets RHP Dillon Gee, 4
9. Orioles LHP Miguel Gonzalez, 4
10. Red Sox LHP Felix Doubront, 4
11. Rays RHP Jeremy Hellickson, 4-minus because he'll miss at least half of the season
12. Brewers RHP Wily Peralta, Statistical Anomaly No. 1, 3
13. Padres LHP Eric Stults, Statistical Anomaly No. 2, 3
I did some additional research on the 34-year-old Stults to see if there's something in him that suddenly made him a winner. I'm still not convinced that even his limited success last season was a fluke. He probably won't win even 11 games again.
By the way, with the number of wins declining for league leaders, I'm considering a change next year to consider pitchers with between 10 and 12 wins for the previous season, and no season with more than 12. Minor was the only pitcher with 13 who survived the cut for this year. Bailey and Cobb each won 11 in 2013, and Parker 12.
* * *
While visiting baseball-reference.com for some historical information for this post, I saw an "in memoriam" section that included Ralph Kiner, who died Thursday, and two other players I followed for a time. Two other players whose career didn't get them a wire-service obituary. I saw the late Jophery Brown (died Jan. 11) pitch in his only major league game in 1968, and later saw him as a stunt man in many Hollywood feature movies. Never met him, but I did meet the late Tim Hosley (died Jan. 21). I remember playing in a poker game with him and some of his Toledo Mud Hens teammates at their hotel in Rochester in 1972.
I followed to a very good biography of Brown from SABR, and to an obituary notice from a California funeral home. And here's a good posthumous biography of Hosley. Not sure what he did after his playing days, but his Wikipedia entry indicates that he played in the short-lived Senior Professional Baseball Association.
What I take from all of this is related to this line from the obituary notice: "Enjoy the little things in life...for one day you'll look back and realize they were the big things." Or even things at all. And that the lives of the players we follow, big-time and small-time, aren't all that much different from any or ours. We live, we love, we find a way to survive financially, and eventually we don't live any more. Enjoy it while we can.
I had done similar research a year earlier that pointed to Jarrod Washburn. He improved from 11-10 in 2001 to 18-6 as a 27-year-old in '02.
Thus was born, after I joined fantasybaseballscout.com, the Jarrod Washburn Award. The pre-season projected winner for 2003 was Jason Schmidt, who lived up to the spirit of the award by improving from 13-8 to 17-5.
There were other successes during the lifetime of fantasybaseballscout.com.
I'm reviving the Jarrod Washburn Award for this blog, and I'll post revivals of other remnants from fantasybaseballscout.com before this season begins.
Before I get into the methodology, here's the bottom line. The Jarrod Washburn Award for 2014 is ... drum roll ... Homer Bailey.
Honorable mention to Mike Minor and Alex Cobb. I'll say it here now. Even though the research gives the edge to Bailey, I wouldn't be surprised if Minor has a better year. And I'll be willing to bet you can pick up Minor for less money. (According to Sporting News Fantasy Source, you can. It lists Bailey at $21 and Minor at $19. Also, this is not an endorsement of the publication. It just happens to be the first one I picked up. There might or might not be others, for comparison purposes. And if the setbacks I've encountered go away, I'll have my own dollar values by the end of this month.)
Neither of them, nor Cobb at $15, is cheap or inexpensive.
Bailey's price is inflated by memories of his two no-hitters. To date he has been too inconsistent, too feast-or-famine, to be considered a top-tier pitcher.
To find one of my candidates for the award at a more reasonable price, you might look to Jarrod Parker at $10 (which sounds like such a bargain that you probably wouldn't get him at that price). He also has the magical first name of Jarrod.
To begin the process, I listed all of the pitchers who won between 11 and 13 games in the majors last season. Consider them players who have had a measure of success in the majors, but not necessarily "pile up the wins."
This list started with 33 pitchers. But among those were true stars who didn't win a whole lot in '13: Yu Darvish, Ubaldo Jimenez, James Shields, Justin Verlander, Felix Hernandez. By eliminating any pitcher who had won more than 13 in any major league season, the list shrunk to 13.
The other factors I use:
-- Injury history
-- Height
-- Age
-- Last year's opponent batting average
-- Last year's strikeout/walk ratio
-- Team prospects
The injury history is important for two reasons. 1) A pitcher who has worked to return from an injury can have the mental makeup needed for success. 2) A pitcher who hasn't been hurt yet is going to have arm trouble at some point.
Height is important because scouts prefer bigger, seemingly more durable pitchers. One of the many things I learned from John Benson is that the bias toward tall pitchers, especially tall lefties, is justified. Sorry about that, Sonny Gray.
Age is important. Various research has shown that ballplayers, both hitters and pitchers, tend to peak at about 27 years old. Even a bit younger for pitchers, because the woods are full of pitchers who never had an age 27 season before they were injured. Today, I probably would have overlooked 30-year-old Jason Schmidt, though perhaps he was just vastly superior in the other indicators. I don't remember.
Team prospects are important because it's a lot harder to win with a losing team. This qualifier was subjective. I considered "good" teams to be those that have been in the playoffs during the last couple of seasons or seem likely to be this year (I'm talking to you, Angels).
Opponent batting average and strikeout/walk ratio are the two underlying statistics that I think show how well a pitcher is actually throwing, much more than wins or ERA or saves or strikeouts alone.
Here's a breakdown of the 13 pitchers in the study, in order of the number of positive categories. In case of ties, I've looked at specific categories to see if one pitcher has at least a subjective advantage over another.
1. Reds RHP Homer Bailey, the only one with a positive in all 7 indicators
2. Braves LHP Mike Minor, 6 positives
3. Rays RHP Alex Cobb, 6
4. Indians RHP Corey Kluber, 5
5. Athletics RHP Jarrod Parker, 5
6. Marlins RHP Jose Fernandez, 4
7. Athletics LHP Tommy Milone, 4
8. Mets RHP Dillon Gee, 4
9. Orioles LHP Miguel Gonzalez, 4
10. Red Sox LHP Felix Doubront, 4
11. Rays RHP Jeremy Hellickson, 4-minus because he'll miss at least half of the season
12. Brewers RHP Wily Peralta, Statistical Anomaly No. 1, 3
13. Padres LHP Eric Stults, Statistical Anomaly No. 2, 3
I did some additional research on the 34-year-old Stults to see if there's something in him that suddenly made him a winner. I'm still not convinced that even his limited success last season was a fluke. He probably won't win even 11 games again.
By the way, with the number of wins declining for league leaders, I'm considering a change next year to consider pitchers with between 10 and 12 wins for the previous season, and no season with more than 12. Minor was the only pitcher with 13 who survived the cut for this year. Bailey and Cobb each won 11 in 2013, and Parker 12.
* * *
While visiting baseball-reference.com for some historical information for this post, I saw an "in memoriam" section that included Ralph Kiner, who died Thursday, and two other players I followed for a time. Two other players whose career didn't get them a wire-service obituary. I saw the late Jophery Brown (died Jan. 11) pitch in his only major league game in 1968, and later saw him as a stunt man in many Hollywood feature movies. Never met him, but I did meet the late Tim Hosley (died Jan. 21). I remember playing in a poker game with him and some of his Toledo Mud Hens teammates at their hotel in Rochester in 1972.
I followed to a very good biography of Brown from SABR, and to an obituary notice from a California funeral home. And here's a good posthumous biography of Hosley. Not sure what he did after his playing days, but his Wikipedia entry indicates that he played in the short-lived Senior Professional Baseball Association.
What I take from all of this is related to this line from the obituary notice: "Enjoy the little things in life...for one day you'll look back and realize they were the big things." Or even things at all. And that the lives of the players we follow, big-time and small-time, aren't all that much different from any or ours. We live, we love, we find a way to survive financially, and eventually we don't live any more. Enjoy it while we can.
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