Another Highly Unimportant Stat: Pitcher Craftiness
In this post on measuring a player’s scrappiness, commenter Eric Garcia said “Next up, measuring a pitchers’ craftiness.” I liked this idea and thought I would give it a shot. Of course, the first problem is deciding what makes a pitcher “crafty”. Eric Garcia gave his suggestions and we will look at them eventually. I, however, thought about pitchers that came to my mind when the word “crafty” is used and looked at what they had in common. Generally, they do not have an overpowering fastball and don’t throw it that often. They usually don’t have that many strikeouts, but also don’t walk that many, so they still have a decent WHIP. The perception is that they are good at pitching out of jams, either by inducing ground-ball double plays or popups.
There were 81 pitchers that qualified for the ERA title in 2013. I found the average of this group in four categories: fastball velocity, strikeout percentage, WHIP, and LOB%. For each player I calculated how many standard deviations from the mean they were in each of these categories. I then summed these up (using the negatives for fastball velocity, strikeout percentage, and WHIP). Though “crafty” often seems to be used as a synonym for “left-handed”, I feel that you should be able to be crafty with either hand, so I did not use handedness at all. I considered using fastball percentage instead of velocity, but felt velocity better captured what we are looking for. Pitchers I think of as crafty seem to often outperform their FIP, so I considered using ERA-FIP, but felt that since the outperformance is often the result of a low strikeout rate and generally good WHIP, that it was already taken into account. The numbers are not league adjusted, so National League pitchers get a slight advantage. So, using these criteria, here are the 2013 leaders in craftiness:
Name | Craftiness Score |
Bronson Arroyo | 4.70 |
R.A. Dickey | 4.44 |
Hisashi Iwakuma | 4.03 |
Bartolo Colon | 3.80 |
Kyle Lohse | 3.65 |
Mark Buehrle | 3.38 |
Travis Wood | 3.20 |
Mike Leake | 2.55 |
A.J. Griffin | 2.50 |
Dillon Gee | 2.38 |
Zack Greinke | 2.25 |
Eric Stults | 2.03 |
Kris Medlen | 1.94 |
Clayton Kershaw | 1.89 |
Hyun-Jin Ryu | 1.86 |
Jeremy Guthrie | 1.68 |
Julio Teheran | 1.60 |
Kevin Correia | 1.43 |
Hiroki Kuroda | 1.39 |
Chris Tillman | 1.30 |
Cliff Lee | 1.26 |
Ervin Santana | 1.26 |
Mike Minor | 1.24 |
Jhoulys Chacin | 1.22 |
Andy Pettitte | 1.11 |
Doug Fister | 1.04 |
John Lackey | 0.94 |
Jose Quintana | 0.83 |
Jarrod Parker | 0.79 |
James Shields | 0.77 |
Miguel Gonzalez | 0.73 |
Adam Wainwright | 0.72 |
Madison Bumgarner | 0.68 |
Wade Miley | 0.69 |
Scott Feldman | 0.64 |
Jorge de la Rosa | 0.55 |
Jeff Locke | 0.47 |
Patrick Corbin | 0.44 |
Jordan Zimmermann | 0.35 |
Ricky Nolasco | 0.01 |
Dan Haren | -0.03 |
Matt Cain | -0.13 |
Shelby Miller | -0.23 |
Yu Darvish | -0.32 |
Jose Fernandez | -0.35 |
Chris Sale | -0.39 |
Cole Hamels | -0.47 |
Mat Latos | -0.50 |
Andrew Cashner | -0.57 |
Justin Masterson | -0.55 |
Kyle Kendrick | -0.64 |
Felix Hernandez | -0.77 |
Anibal Sanchez | -0.86 |
Matt Harvey | -0.94 |
C.J. Wilson | -0.89 |
Jon Lester | -0.93 |
Jerome Williams | -1.00 |
Max Scherzer | -1.05 |
David Price | -1.05 |
Rick Porcello | -1.04 |
Ryan Dempster | -1.09 |
Yovani Gallardo | -1.10 |
Gio Gonzalez | -1.16 |
Homer Bailey | -1.32 |
Joe Saunders | -1.28 |
Derek Holland | -1.38 |
Ubaldo Jimenez | -1.42 |
Jeremy Hellickson | -1.83 |
Felix Doubront | -1.85 |
Tim Lincecum | -1.88 |
Ian Kennedy | -1.94 |
Justin Verlander | -2.12 |
Stephen Strasburg | -2.17 |
Bud Norris | -2.19 |
CC Sabathia | -2.20 |
Lance Lynn | -2.26 |
A.J. Burnett | -2.35 |
Jeff Samardzija | -3.60 |
Wily Peralta | -3.64 |
Edwin Jackson | -4.26 |
Edinson Volquez | -4.84 |
Considering the model used here, Bronson Arroyo being on top is not really a surprise (though I really thought Dickey would probably wind up on top and he would have easily if I had used fastball percentage instead of fastball velocity). Now some people might protest that a low strikeout rate should not be required. They would argue that it is certainly possible that a pitcher might still be considered crafty and have a fair number of strikeouts. If we remove the strikeout percentage from the stat, we get the following:
Name | Craftiness Score |
Hisashi Iwakuma | 4.34 |
R.A. Dickey | 3.99 |
Bronson Arroyo | 3.40 |
Clayton Kershaw | 3.28 |
Yu Darvish | 2.88 |
A.J. Griffin | 2.63 |
Bartolo Colon | 2.56 |
Travis Wood | 2.51 |
Cliff Lee | 2.53 |
Kyle Lohse | 2.47 |
Zack Greinke | 2.37 |
Mark Buehrle | 2.22 |
Julio Teheran | 2.06 |
Madison Bumgarner | 1.83 |
Hyun-Jin Ryu | 1.73 |
Mike Minor | 1.71 |
Kris Medlen | 1.67 |
Dillon Gee | 1.53 |
Chris Tillman | 1.56 |
Jose Fernandez | 1.52 |
Adam Wainwright | 1.39 |
Mike Leake | 1.29 |
Chris Sale | 1.10 |
Max Scherzer | 1.09 |
John Lackey | 1.06 |
Matt Harvey | 0.98 |
James Shields | 0.91 |
Hiroki Kuroda | 0.88 |
Ervin Santana | 0.89 |
Anibal Sanchez | 0.87 |
Eric Stults | 0.74 |
Felix Hernandez | 0.75 |
Jose Quintana | 0.70 |
Patrick Corbin | 0.57 |
Shelby Miller | 0.59 |
Doug Fister | 0.46 |
Justin Masterson | 0.46 |
Dan Haren | 0.14 |
Andy Pettitte | 0.09 |
Cole Hamels | 0.03 |
Jhoulys Chacin | -0.02 |
Matt Cain | -0.01 |
Wade Miley | -0.03 |
Jordan Zimmermann | -0.04 |
Scott Feldman | -0.11 |
Miguel Gonzalez | -0.11 |
Ricky Nolasco | -0.13 |
Jarrod Parker | -0.18 |
Jeff Locke | -0.21 |
Ubaldo Jimenez | -0.25 |
Mat Latos | -0.26 |
Jeremy Guthrie | -0.30 |
Gio Gonzalez | -0.37 |
Kevin Correia | -0.45 |
Homer Bailey | -0.51 |
Jorge de la Rosa | -0.60 |
Stephen Strasburg | -0.67 |
C.J. Wilson | -0.83 |
A.J. Burnett | -0.90 |
Ryan Dempster | -1.01 |
David Price | -1.01 |
Jon Lester | -1.09 |
Andrew Cashner | -1.08 |
Derek Holland | -1.16 |
Tim Lincecum | -1.24 |
Rick Porcello | -1.30 |
Justin Verlander | -1.31 |
Yovani Gallardo | -1.55 |
Lance Lynn | -1.57 |
Ian Kennedy | -1.93 |
Felix Doubront | -2.04 |
Kyle Kendrick | -2.32 |
Jeremy Hellickson | -2.37 |
Jerome Williams | -2.41 |
CC Sabathia | -2.49 |
Bud Norris | -2.53 |
Jeff Samardzija | -2.82 |
Joe Saunders | -3.14 |
Wily Peralta | -4.70 |
Edwin Jackson | -5.03 |
Edinson Volquez | -5.40 |
When the poster Eric Garcia suggested this, his idea of a crafty pitcher was someone with a low velocity, high ERA, and a decent number of wins. If we use those criteria and the same methodology, we come up with the following list:
Name | Craftiness Score |
R.A. Dickey | 6.809175606 |
Mark Buehrle | 4.7547704381 |
Bronson Arroyo | 3.2944617169 |
Joe Saunders | 2.9423646195 |
Jeremy Hellickson | 2.6685500615 |
CC Sabathia | 2.4966613422 |
Eric Stults | 2.7180128884 |
A.J. Griffin | 2.4076452673 |
Doug Fister | 2.2427676408 |
Dan Haren | 2.1691672291 |
Adam Wainwright | 1.7071128009 |
Kyle Kendrick | 1.7118241134 |
C.J. Wilson | 1.5737716721 |
Jeremy Guthrie | 1.4387583548 |
Chris Tillman | 1.4439760517 |
Rick Porcello | 1.459202682 |
Edinson Volquez | 1.2576799698 |
Bartolo Colon | 1.6239711996 |
Jorge de la Rosa | 1.4181128961 |
Max Scherzer | 1.1306105901 |
Kris Medlen | 1.4880878755 |
Jhoulys Chacin | 1.4133629431 |
Yovani Gallardo | 1.1947402807 |
Lance Lynn | 1.0099538962 |
Felix Doubront | 1.1495573185 |
Scott Feldman | 1.1974157822 |
Ricky Nolasco | 1.1042531489 |
Dillon Gee | 1.1994224084 |
Ryan Dempster | 1.1677938881 |
Tim Lincecum | 1.035870434 |
Andy Pettitte | 1.1821092279 |
Mike Leake | 1.05406572 |
Jordan Zimmermann | 0.5825671124 |
Jon Lester | 0.5408497347 |
Ian Kennedy | 0.6776977315 |
Jarrod Parker | 0.4623781624 |
Justin Masterson | 0.3885353357 |
Hyun-Jin Ryu | 0.4892567298 |
Mike Minor | 0.3742320945 |
Hisashi Iwakuma | 0.4643968873 |
Kevin Correia | 0.2593286667 |
Patrick Corbin | 0.0564390189 |
Kyle Lohse | 0.312739265 |
Julio Teheran | 0.0997486611 |
Cliff Lee | 0.0886564906 |
Miguel Gonzalez | -0.0925431019 |
Jerome Williams | -0.256429514 |
Edwin Jackson | -0.4285314635 |
Ubaldo Jimenez | -0.2221254921 |
Bud Norris | -0.5000332264 |
Jeff Locke | -0.2451919386 |
Mat Latos | -0.5647784102 |
Zack Greinke | -0.4470782733 |
Wade Miley | -0.5363196771 |
Travis Wood | -0.3273302268 |
James Shields | -0.705666201 |
Justin Verlander | -0.8883247518 |
Shelby Miller | -0.9631708917 |
Matt Cain | -0.7250659316 |
Wily Peralta | -1.1640247285 |
Hiroki Kuroda | -0.7950288123 |
Madison Bumgarner | -0.7855967316 |
John Lackey | -0.9654585733 |
Felix Hernandez | -1.0396358378 |
Jose Quintana | -1.1617514899 |
Gio Gonzalez | -1.3356468354 |
Yu Darvish | -1.5340675857 |
Anibal Sanchez | -1.598691562 |
Cole Hamels | -1.4973933151 |
A.J. Burnett | -1.7115883636 |
Clayton Kershaw | -1.6983975443 |
Homer Bailey | -1.9877439854 |
Jeff Samardzija | -2.0853342328 |
Chris Sale | -2.0119349525 |
Derek Holland | -2.1558326826 |
Ervin Santana | -2.0875298917 |
David Price | -2.224336605 |
Andrew Cashner | -3.1088119908 |
Jose Fernandez | -3.8720417313 |
Stephen Strasburg | -4.3734432885 |
Matt Harvey | -5.3067683524 |
I doubt these numbers have any real value and are just presented here for entertainment. What do you think makes a pitcher crafty? Let me know in the comments.