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There are sleepers. And then there are chubby husbands that get woken up by their wives when they snore uncontrollably. We’re going to take the latter approach to this series of three posts. This first post of the series will present a unique process of how I pinpoint out SP sleepers, explained after the jump.

Next up in the series, I’ll score some repertoires (weighing each “Pitch Score” by usage) to see how I should rank my Top-5 second year pitchers– Jose FernandezMichael WachaSonny GrayDanny Salazar and Gerrit Cole. And to wrap up the seires, I’ll highlight a some general sleepers based on their pitch repertoires.

The approach in a nut-shell:

We’re going to look at a pitcher’s stuff through Baseball Prospectus’ Pitch F/X leaderboard, and then focus on the outcome level (i.e. each pitch):

1) Whiff per swing rate. (How dominating the pitch is.)

2) Groundball/Flyball ratio. (Balls-in-play mix.)

3) Line Drive per Ball in play. (We know line drives fall for hits about 70% of the time vs. ground balls and fly balls which hover around 20% of the time.)

Let me preface the post to say that I wish infield flyball% and home run-per-flyball were also included in Baseball Prospectus’ Pitch F/X leaderboard for a slightly more comprehensive view, but this approach still has a ton of value. We’re not looking at pitch features (velocity, movement, release points, etc.) – I’m only focusing on the outcomes. Why not just Fangraphs pitch type linear weights (PTLW)? Because I want a more predictive way to look at a pitch’s value. The PTLW’s aren’t the end-all-be-all, but they are utterly descriptive vs. predictive and take into account the full context (run values before and after a pitch, what it did to the hitter’s count, who was on base and how that pitch prevented the run, etc. etc.).

Whiff rates and the GB/FB ratio actually have great year-to-year correlations (the two highest between 2002-2012, per Matt Klaassen): GB/FB = .871 Y2Y correlation; SwStr% = .804 Y2Y correlation

*The Pitch Score = I won’t get into the nitty-gritty details, but in short, I found z-scores for each outcome in the Pitch F/X leaderboard and then weighed each outcome by their correlation to an average of xFIP, SIERA and actual ERA from 2010-2013. I summed the weighted z-scores which gives us each “Pitch Score.” Comment away if you want to further discuss. Results: You can scroll all the way to the bottom for the full Top-25 Fastball Pitch Scores.

Here are the top 25 Fastballs, Sinkers, Changeups, Sliders, Curveballs, Cutters and Splitters. I can email you the full Pitch Score matrix if you provide your email below:

RK

FB

SI

CH

SL

CB

CU

SP

1

Burch Smith

Zach Wheeler

Stephen Strasburg

Patrick Corbin

Brandon Maurer

Tim Hudson

Jeff Samardzija

2

Josh Beckett

Bruce Chen

Clay Buchholz

Tyson Ross

Yusmeiro Petit

Zack Greinke

Ryan Dempster

3

Matthew Magill

Martin Perez

Jarrod Parker

Derek Holland

Josh Johnson

Lance Lynn

Tim Lincecum

4

Danny Salazar

Justin Masterson

Kris Medlen

Jenrry Mejia

Yu Darvish

Josh Beckett

Hiroki Kuroda

5

Danny Duffy

Travis Wood

Corey Kluber

Matt Garza

Ivan Nova

Jerome Williams

Danny Salazar

6

Madison Bumgarner

J.A. Happ

Cole Hamels

Mat Latos

Roy Halladay

Corey Kluber

Yu Darvish

7

Yu Darvish

Ian Kennedy

Allen Webster

Max Scherzer

Andre Rienzo

Andy Pettitte

Roy Halladay

8

Erasmo Ramirez

C.C. Sabathia

Burch Smith

Francisco Liriano

A.J. Burnett

Ian Kennedy

Ricky Nolasco

9

Jaime Garcia

Christopher Archer

Matt Cain

Dallas Keuchel

Douglas Fister

Christopher Rusin

Tim Hudson

10

Roy Oswalt

Homer Bailey

Gio Gonzalez

Josh Johnson

Madison Bumgarner

Shaun Marcum

Homer Bailey

11

Zack Greinke

Justin Grimm

Felix Hernandez

C.J. Wilson

Gerrit Cole

Stephen Fife

Hisashi Iwakuma

12

Hisashi Iwakuma

Tim Lincecum

Anibal Sanchez

Tyler Lyons

Zachary Britton

Dan Haren

Ubaldo Jimenez

13

Hector Santiago

Scott Kazmir

Jaime Garcia

Jacob Turner

Tyler Skaggs

Wade Davis

Miguel Gonzalez

14

Edinson Volquez

Wily Peralta

Martin Perez

Tim Lincecum

Charlie Morton

Carlos Torres

Jake Westbrook

15

Tom Gorzelanny

Tyler Skaggs

Joe Blanton

Johnny Cueto

Stephen Strasburg

Jake Peavy

Freddy Garcia

16

Anthony Cingrani

John Lannan

Johnny Cueto

Brad Peacock

Dylan Axelrod

Mike Pelfrey

Alexander Cobb

17

Taijuan Walker

Johnny Cueto

Jose Alvarez

Clayton Kershaw

Clayton Kershaw

Joe Blanton

Kyle Kendrick

18

Johnny Cueto

Wade LeBlanc

Chris Capuano

Justin Masterson

Cliff Lee

Jeff Samardzija

Jorge De La Rosa

19

Shelby Miller

Jose Quintana

Jason Vargas

Edwin Jackson

Sonny Gray

Yu Darvish

Brandon Morrow

20

Gavin Floyd

Lance Lynn

Francisco Liriano

Corey Kluber

Lance Lynn

Lucas Harrell

Dan Haren

21

Brandon Workman

Jose Fernandez

Jered Weaver

Garrett Richards

Mike Minor

Erik Johnson

Jason Marquis

22

Matthew Harvey

Jacob Turner

Jeff Locke

Paul Maholm

Trevor Cahill

Trevor Cahill

Douglas Fister

23

Lance Lynn

Edwin Jackson

Mat Latos

Ervin Santana

Jeff Francis

Yusmeiro Petit

Charlie Morton

24

Clay Buchholz

Jon Garland

Taylor Jordan

Chris Sale

Jordan Zimmermann

Cliff Lee

Mike Pelfrey

25

Sonny Gray

Ivan Nova

Wade LeBlanc

Daniel Straily

Hiroki Kuroda

J.A. Happ

Hey there, Burch Smith! Burch got shellacked last year in the majors, but still duplicated his minor league-dominating ways with a strikeout rate that approached 28%, validated by a swinging strike rate of 13% (both the 3rd best MLB SP rates > 30 IP). This matrix backs that up 100%. The problem is that the Padres have a slew of starters: Ian KennedyAndrew CashnerEric Stults and Tyson Ross basically locked in; Josh Johnson and Cory Luebke so long as they’re healthy + Robbie Erlin and Casey Kelly should be MLB ready. In all likelihood this might send Burch to the bullpen, but there’s enough question marks to keep Burchy on your radar because of the elite fastball and changeup combination. His flyball tendancies killed his value last year, but moving forward he could be an asset in San Diego. Keep him in mind for your Dynasty drafts. He was drafted in the 6th round of my 20-team dynasty league… I was freaken’ eyeing him a round later.

Post II of the series:

Again, this post focused on the approach. Next I’ll score some full repertoires (weighing each Pitch Score by usage) to see how we should rank the Top 5 High Impact 2nd Years:  Jose Fernandez, Michael Wacha, Sonny Gray, Danny Salazar and Gerrit Cole. FYI, I think Grey loves Danny Salazar and Sonny Gray and all of these mentioned players in his rankings.)

Post III of the series:

Lastly, I’ll highlight a slew of chubby, snoring sleepers based on their pitch repertoires.

 *Here is the full Pitch Score Matrix:

 *Here is the full Pitch Score Matrix:

RK

Player

Tm

H

Count

Whf/Sw

zWhf/Sw

GB/FB

zGB/FB

LD/BIP

zLD/BIP

Pitch Score

1

Burch Smith

SDN

R

361

0.31

2.89

0.50

-0.97

0.37

1.98

1.92

2

Josh Beckett

LAN

R

194

0.31

2.80

0.23

-1.30

0.22

-0.44

1.70

3

Matthew Magill

LAN

R

314

0.30

2.69

0.38

-1.12

0.18

-1.09

1.60

4

Danny Salazar

CLE

R

525

0.29

2.47

0.73

-0.70

0.20

-0.76

1.50

5

Danny Duffy

KCA

L

252

0.27

2.05

0.80

-0.62

0.38

2.14

1.41

6

Madison Bumgarner

SFN

L

1216

0.27

2.18

1.08

-0.28

0.23

-0.28

1.38

7

Yu Darvish

TEX

R

1036

0.27

2.07

0.88

-0.52

0.23

-0.28

1.29

8

Erasmo Ramirez

SEA

R

325

0.26

1.99

1.46

0.18

0.23

-0.28

1.28

9

Jaime Garcia

SLN

L

119

0.26

1.84

2.50

1.42

0.22

-0.44

1.26

10

Roy Oswalt

COL

R

238

0.26

1.84

1.44

0.15

0.26

0.20

1.21

11

Zack Greinke

LAN

R

1063

0.25

1.78

1.19

-0.15

0.32

1.17

1.21

12

Hisashi Iwakuma

SEA

R

846

0.26

1.95

0.75

-0.68

0.21

-0.60

1.18

13

Hector Santiago

CHA

L

1372

0.26

1.97

0.62

-0.83

0.18

-1.09

1.15

14

Edinson Volquez

LAN

R

172

0.24

1.58

1.22

-0.11

0.34

1.49

1.10

15

Tom Gorzelanny

MIL

L

170

0.25

1.66

0.54

-0.93

0.33

1.33

1.09

16

Anthony Cingrani

CIN

L

1342

0.25

1.74

0.89

-0.51

0.22

-0.44

1.06

17

Taijuan Walker

SEA

R

139

0.25

1.80

0.88

-0.52

0.17

-1.25

1.05

18

Johnny Cueto

CIN

R

215

0.24

1.52

1.17

-0.17

0.29

0.69

1.01

19

Shelby Miller

SLN

R

2093

0.24

1.48

1.29

-0.03

0.26

0.20

0.97

20

Gavin Floyd

CHA

R

148

0.23

1.40

1.17

-0.17

0.32

1.17

0.96

21

Brandon Workman

BOS

R

146

0.25

1.72

1.13

-0.22

0.05

-3.18

0.91

22

Matthew Harvey

NYN

R

1524

0.23

1.43

1.34

0.03

0.20

-0.76

0.88

23

Lance Lynn

SLN

R

1750

0.23

1.40

0.58

-0.88

0.28

0.53

0.88

24

Clay Buchholz

BOS

R

485

0.24

1.44

1.08

-0.28

0.19

-0.92

0.86

25

Sonny Gray

OAK

R

434

0.21

0.96

3.70

2.86

0.28

0.53

0.84

 

Dano owns RotoBanter.com.  You can follow him on Twitter @Rotobanter.