Who are the 3 Most Valuable Pitchers in MLB? A Pitcher Projection and Valuati...
Diamond Dollars Case Competition Presentation 11-10-15
1. The 2015 Free Agent
Pitching Market
Diamond Dollars Case Competition
Columbia 2015
Syracuse University
Willie Kniesner | Brandon Lane | Olivia Lavelle
Jeremy Losak | Evan Weiss
2. Table of Contents
1. Methodology
2. Player Pages
3. Final Rankings
4. Contracts andYears Pre Qualifying Offer
5. AfterThe Qualifying Offer
6. After Accounting For Market Depth
4. Definitions
• fWAR used in all references ofWAR. Steamer used for allWAR projections of
2015 FA.
• Aging Curve: -0.4WAR per year
• FA Score:
ARaWeightedW
wWAR
Age
aAge )(
5. Value Model
y =ValueVariable
x1 = Projected WAR Per Season
x2 = Age
x3 = QualifyingOffer
x4 = Past Injuries
x5 = PitchesThrown InThe Majors
x6 = PitchesThrown/Season
x7 = ConsistencyVariable (season to season)
ValueVariable:
• 1-10 rating where the higher the
rating, the better you are
compared to the other individuals
on this list.
• Model uses free agents who made
over $10M AAV dating back to
2010.
• $10M cutoff to analyze a subset of
top quality free agents.
6. Value Model
y =ValueVariable
x1 = ProjectedWAR Per Season
x2 = Age
x3 = QualifyingOffer
x4 = Past Injuries
x5 = PitchesThrown InThe Majors
x6 = PitchesThrown/Season
x7 = ConsistencyVariable (season to season)
ProjectedWAR Per Season
• WAR per season throughout the
contract.
• For 2015 FA, Steamer WAR used.
0.4WAR is subtracted per
projected year of the contract.
• For previous year FA where
projected Steamer WAR is not
available, projectedWAR is
calculated as part of a projection
model using the two previous
seasonWARs.
7. Value Model
y =ValueVariable
x1 = Projected WAR Per Season
x2 = Age
x3 = QualifyingOffer
x4 = Past Injuries
x5 = PitchesThrown InThe Majors
x6 = PitchesThrown/Season
x7 = ConsistencyVariable (season to season)
Age:
• Age entering the season you
signed the contract.
8. Value Model
y =ValueVariable
x1 = Projected WAR Per Season
x2 = Age
x3 = Qualifying Offer
x4 = Past Injuries
x5 = PitchesThrown InThe Majors
x6 = PitchesThrown/Season
x7 = ConsistencyVariable (season to season)
QualifyingOffer:
• Yes/No variable.
• For players under theType A/B FA,
Yes/No dummy variable if the player
was designated aType A FA.
• For 2015 FA:
• Average free agent score
calculated for all free agents 2010-
2014 receiving a qualifying offer.
• A free agent that has a FA Score
greater than one standard
deviation below the mean is
projected to receive a qualifying
offer for this analysis.
9. Value Model
y =ValueVariable
x1 = Projected WAR Per Season
x2 = Age
x3 = QualifyingOffer
x4 = Past Injuries
x5 = PitchesThrown InThe Majors
x6 = PitchesThrown/Season
x7 = ConsistencyVariable (season to season)
Past Injuries:
• Yes/No variable used to determine if a
player has a history of chronic injuries.
• Player has the same injury two times in
a three year span prior to free agency.
10. Value Model
y =ValueVariable
x1 = Projected WAR Per Season
x2 = Age
x3 = QualifyingOffer
x4 = Past Injuries
x5 = PitchesThrown InThe Majors
x6 = PitchesThrown/Season
x7 = ConsistencyVariable (season to season)
PitchesThrown:
• Used to measure mileage on arm
leading up to free agency.
• Pitches thrown measures total mileage
while pitches thrown per season
measures how much of a workhorse
that player is.
• Total pitches only available since 2002.
• Pitches thrown per season only
includes player seasons with at least 15
starts.
11. Value Model
y =ValueVariable
x1 = Projected WAR Per Season
x2 = Age
x3 = QualifyingOffer
x4 = Past Injuries
x5 = PitchesThrown InThe Majors
x6 = PitchesThrown/Season
x7 = ConsistencyVariable (season to season)
Consistency:
• WARVariance between seasons.
• How consistent is a player? Do you
know what you’re going to get?
13. Value Score 8.82
ProjectedWAR 3.7 (1)
Age 30
QualifyingOffer No
Injury Risk No
PitchesThrown In Majors 22,725 (10)
PitchesThrown/Season 2,840 (2)
Consistency 2.79 (13)
The Good:
• Consistent workhorse
• MultipleTop Pitches
• High K’s low BB’s
The Bad?:
• Mileage?
• The PriceTag
14. Value Score 8.44
ProjectedWAR 1.9 (7)
Age 30
QualifyingOffer No
Injury Risk Yes
PitchesThrown In Majors 22,785 (11)
PitchesThrown/Season 2,848 (1)
Consistency 1.82 (8)
The Good:
• Consistently top pitcher
• Top production for relatively
lower contract
The Bad?:
• Delivery raises health
questions
• Kansas City Struggles?
15. Value Score 8.31
ProjectedWAR 3.0 (2)
Age 32
QualifyingOffer Yes
Injury Risk No
PitchesThrown In Majors 33,193 (14)
PitchesThrown/Season 2,766 (5)
Consistency 2.66 (12)
The Good:
• Command makes up
for average velocity
• Has elite movement on
his pitches
• Limits baserunners and
contact
• He can hit
The Bad?:
• Wrong side of 30
long-term contract
• Will continuing
decrease in velocity
be an issue down the
line?
16. Value Score 7.13
ProjectedWAR 1.8 (8)
Age 29
QualifyingOffer Yes
Injury Risk No
PitchesThrown In Majors 16,794 (7)
PitchesThrown/Season 2,399 (8)
Consistency 1.22 (7)
The Good:
• No lingering effects from
2009Tommy John surgery
• Low BB%
• Fastball sets up breaking
pitches
The Bad:
• Fastball was not particularly
effective last season
17. Value Score 6.95
ProjectedWAR 2.1 (4)
Age 29
QualifyingOffer Yes
Injury Risk Yes
PitchesThrown In Majors 10,930 (2)
PitchesThrown/Season 1,561 (13)
Consistency 7.52 (14)
Name Team ERA FIP GB% K% BB% HR/FB
Jaime Garcia Cardinals 2.43 3.00 61.20% 19.00% 5.90% 7.10%
Dallas Keuchel Astros 2.48 2.91 61.70% 23.70% 5.60% 13.60%
The Good:
• Low risk/high reward
• Lives and dies (but mostly
lives) on the ground ball
• Slider as a potential out pitch
The Bad:
• Injury history
• Waiting for a
complete season
18. Value Score 6.86
ProjectedWAR 1.7 (9)
Age 30
QualifyingOffer Yes
Injury Risk No
PitchesThrown In Majors 11,316 (3)
PitchesThrown/Season 2829 (3)
Consistency 0.11 (1)
The Good:
• CONSISTENT
The Bad:
• CONSISTENT
19. Value Score 6.86
ProjectedWAR 2.9 (3)
Age 34
QualifyingOffer Yes
Injury Risk No
PitchesThrown In Majors 9428 (1)
PitchesThrown/Season 2357 (9)
Consistency 1.85 (9)
The Good:
• Consistently above
average pitcher
• Finesse stuff
• Lowest BB% on this list
The Bad:
• Age (but with low
MLB mileage)
• High contact
percentage against
20. Value Score 5.98
ProjectedWAR 1.6 (11)
Age 31
QualifyingOffer Yes
Injury Risk No
PitchesThrown In Majors 15,907 (5)
PitchesThrown/Season 1,988 (11)
Consistency 0.49 (4)
The Good:
• Workhorse
• Four pitches, each with above
average movement and velocity
• Clear value
The Bad:
• Significant decrease in K%
• Allows plenty of HRs
21. Value Score 5.87
ProjectedWAR 1.4 (12)
Age 28
QualifyingOffer No
Injury Risk No
PitchesThrown In Majors 16,277 (6)
PitchesThrown/Season 2,713 (6)
Consistency 0.27 (3)
The Good:
• Age
• Low mileage on arm
• Consistent
The Bad:
• Too much contact
• Low strikeouts
• LowVelocity
22. Value Score 5.71
ProjectedWAR 0.9 (13)
Age 30
QualifyingOffer Yes
Injury Risk No
PitchesThrown In Majors 24,992 (12)
PitchesThrown/Season 2,777 (4)
Consistency 0.72 (5)
0%
5%
10%
15%
20%
25%
30%
2009 2010 2011 2012 2013 2014 2015
Yovani Gallardo Decreasing K%
The Good:
• All of his pitches have
above average
movement
The Bad:
• K% decreasing
• Allowing plenty of
baserunners
23. The Good:
• All of his pitches have
above average
movement
The Bad:
• K% decreasing
• Allowing plenty of
baserunners
Value Score 5.71
ProjectedWAR 0.9 (13)
Age 30
QualifyingOffer Yes
Injury Risk No
PitchesThrown In Majors 24,992 (12)
PitchesThrown/Season 2,777 (4)
Consistency 0.72 (5)
24. Bottom Four: Scott Kazmir, Ian Kennedy, J.A.
Happ, Marco Estrada
Scott Kazmir Ian Kennedy J.A. Happ Marco Estrada
Value Score 5.46 5.38 4.16 3.48
ProjectedWAR 2.1 (6) 2.1 (5) 1.6 (10) 0.2 (14)
Age 32 31 33 32
QualifyingOffer No Yes No No
Injury Risk No No No No
PitchesThrown In Majors 26,835 (13) 20,469 (9) 17,643 (8) 11,866 (4)
PitchesThrown/Season 2,440 (7) 2,274 (10) 1,960 (12) 1,483 (14)
Consistency 0.16 (2) 2.60 (11) 0.83 (6) 1.94 (10)
26. Final Player Rankings
1. David Price (8.82)
2. Johnny Cueto (8.44)
3. Zack Greinke (8.31)
4. Jordan Zimmermann (7.13)
5. Jaime Garcia (6.95)
6. Wei-Yin Chen (6.861)
7. Hisashi Iwakuma (6.857)
8. Jeff Samardzija (5.98)
9. Mike Leake (5.87)
10.Yovani Gallardo (5.72)
11.Scott Kazmir (5.46)
12.Ian Kennedy (5.38)
13.J.A. Happ (4.16)
14.Marco Estrada (3.48)
27. Initial Contract Projections
Rank Name Years Total Dollars AAV
8 Jeff Samardzija 4 $78.0 M $19.5 M
9 Mike Leake 3 $42.0 M $14.0 M
10 Yovani Gallardo 3 $45.0 M $15.0 M
11 Scott Kazmir 3 $49.5 M $16.5 M
12 Ian Kennedy 2 $22.0 M $11.0 M
13 J.A. Happ 3 $39.0 M $13.0 M
14 Marco Estrada 2 $15.0 M $7.5 M
Rank Name Years Total Dollars AAV
1 David Price 7 $227.5 M $32.5 M
2 Johnny Cueto 5 $115.0 M $23.0 M
3 Zack Greinke 6 $165.0 M $27.5 M
4 Jordan Zimmermann 5 $122.5 M $24.5 M
5 Jaime Garcia 2 $23.0 M $11.5 M
6 Wei-Yin Chen 4 $66.0 M $16.5 M
7 Hisashi Iwakuma 3 $43.5 M $14.5 M
28. Contract Projections After Qualifying Offer
Rank Name Years Total Dollars AAV
8 Jeff Samardzija 4 $76.0 M $19.0 M
9 Mike Leake 3 $42.0 M $14.0 M
10 Yovani Gallardo 3 $42.0 M $14.0 M
11 Scott Kazmir 3 $49.5 M $16.5 M
12 Ian Kennedy 2 $20.0 M $10.0 M
13 J.A. Happ 3 $39.0 M $13.0 M
14 Marco Estrada 2 $15.0 M $7.5 M
Rank Name Years Total Dollars AAV
1 David Price 7 $227.5 M $32.5 M
2 Johnny Cueto 5 $115.0 M $23.0 M
3 Zack Greinke 6 $162.0 M $27.0 M
4 Jordan Zimmermann 5 $120.0 M $24.0 M
5 Jaime Garcia 2 $20.0 M $10.0 M
6 Wei-Yin Chen 4 $63.5 M $16.0 M
7 Hisashi Iwakuma 3 $42.0 M $14.0 M
29. Contract Projections After Market Depth
Rank Name Years Total Dollars AAV
8 Jeff Samardzija 4 $68.0 M $17.0 M
9 Mike Leake 3 $39.75 M $13.25 M
10 Yovani Gallardo 3 $39.75 M $13.25 M
11 Scott Kazmir 3 $45.75 M $15.25 M
12 Ian Kennedy 2 $19.0 M $9.5 M
13 J.A. Happ 3 $38.25 M $12.75 M
14 Marco Estrada 2 $15.0 M $7.5 M
Rank Name Years Total Dollars AAV
1 David Price 7 $196.0 M $28.0 M
2 Johnny Cueto 5 $105.0 M $21.0 M
3 Zack Greinke 6 $141.0 M $23.5 M
4 Jordan Zimmermann 5 $106.25 M $21.25 M
5 Jaime Garcia 2 $20.0 M $10.0 M
6 Wei-Yin Chen 4 $61.0 M $15.25 M
7 Hisashi Iwakuma 3 $39.75 M $13.25 M
8586.0)(
WARpaWeighted
awWAR
aAge
paAge
30. Change In Contract AAV After Adjustments
• David Price $32.5 M $28.0 M
• Johnny Cueto $23.0 M $21.0 M
• Zack Greinke $27.5 M $23.5 M
• Jordan Zimmermann $24.5 M $21.25 M
• Jaime Garcia $11.5 M $10.0 M
• Wei-Yin Chen $16.5 M $15.25 M
• Hisashi Iwakuma $14.5 M $13.25 M
• Jeff Samardzija $19.5 M $17.0 M
• Mike Leake $14.0 M $13.25 M
• Yovani Gallardo $15.0 M $13.25 M
• Scott Kazmir $16.5 M $15.25 M
• Ian Kennedy $11.0 M $9.5 M
• J.A. Happ $13.0 M $12.75 M
• Marco Estrada $7.5 M $7.5 M
Top 10 FIP each of the last four years
Top 4 in WAR 3 of the last 4 amongst pitchers
Vertical movement on his sinker has increased each of the past three years, and the batting average against that pitch has gone down.
Changeup has a 50.9% O-Swing%
Consistently good FB.
Low walks
Top 15 in K% 3 of the last 4 years
Thrown over 200 innings in 4 of the past 5 seasons
Injury plagued season in 2013, but otherwise he’s been phenomenal
Sinker has a lot of movement and he throws it a lot with two strikes
What is he better than Greinke at?
2 years younger than Greinke with one less year projected on his contract.
Greinke succeeds thanks to his command of the strikezone and movement of his breaking pitches despite average velocity. He keeps BB’s and contact down.
Greinke top 10 CY Young last 3 years
32 and likely to get a deal that keeps him into his late 30s for top dollar.
Greinke allows batters to make below average contact (-5.2contact% points)
Greinke has been worth 2.8 fWAR as a batter over the last three seasons.
No lingering effects of Tommy John
Top 15 in BB% the past 5 years
Batters hit .198 against his curveball
Throws his fastball A LOT (.301 BAA). Allows him to set up breaking pitches.
Threw slider 22% of the time in 2015. BAA against slider is low (.227 last year)
According to Fangraphs, his wSL has been above 10 three of the past five years.
Not a strikeout guy. Relies on slider movement.
Underperforms his ERA consistently.
When healthy, he has produced healthy FIP.
Very high ground ball percentage (in 2015 if he had qualified he would have been 4th).
Ground balls on all of his pitches
Increasing GB% on his Fastball each of the last 5 seasons.
Best pitches slider and fastball
BAA against slider this year was .198 (never over .220 in his career)
Most consistent player imaginable
Fastball velocity 92 (average). Below average velocity on all of his pitches.
Using slider more accompanied by increase in velocity. More whiffs
Pitch to contact (fly ball pitcher)
High floor, low ceiling, no injuries, consistent
Splitter (25% usage) for groundballs
High Z Contact
Lowest BB%
Oldest player in our sample but he only has 4 years of MLB experience.
Pitcher relies on his breaking
Prorating his stats to 200 innings this year, he has produced at least a 3 WAR in each of the last three seasons.
Finesse pitcher with great control of the strike zone which will only bode well aging.
Over 200 innings last three years
Above average movement and velocity on all of his pitches
Traded for Addison Russell and again for Marcus Semien
Middle in K%, BB% compared to list of 14 players over the past three seasons
Uses 4 pitches at least 19% of the time (four seamer, sinker, cutter, slider)
Has dropped usage of his four seamer (each year since 2011) in exchange for mixing up his other pitches which has helped him be more effective.
Significant decrease in K% (2014: 23%; 2015: 17.9%)
Increase in FB% led to him having the 11th worst HR/9.
Cutter and change produce ground balls (51% GB% in 2015)
Pitches to contact (91% Z-Contact%) over 90% for this career which is way above average.
Lowest K% of this sample
Using sinker (91 mph) and cutter (90 mph) the most
Youth = 28 mph
Came right from College to the Majors
FF velocity increasing but decreasing in usage. (Lowest in majors in fastball usage)
Consistent (you know what you’ll get). Youth. Low Milage
29.6% usage for his slider (31.98% for fastball)
All of his pitches have above average movement.
BAA against slider = .291 AVG
Fastball .290 BAA AVG
Sinker third pitch (.231 BAA Against) (increasing usage)
Bad with walks
K% continues to decrease and it’s below average
29.6% usage for his slider (31.98% for fastball)
All of his pitches have above average movement.
BAA against slider = .291 AVG
Fastball .290 BAA AVG
Sinker third pitch (.231 BAA Against) (increasing usage)
Bad with walks
K% continues to decrease and it’s below average
Kazmir: Decrease in K% (below average)
Kazmir: 5.19 FIP in Houston
Kennedy: 8th worst FIP in baseball (4.51) in 2015
Kennedy: Worst HR/9 this season despite pitching in Petco
Happ: FIP over 4.00 in 6 out of 7 season (min. 15 GS)
Happ: Career BB% of 9.2% (19.5% higher than league average)
Estrada: Career FIP 4.19
Estrada: Gives up a lot of HR
EVERYONE INCONSISTENT