Rankings of Negro League players should consider that Negro League data is not complete. Research is still ongoing and we’ll continue to publish updates as more information becomes available. Negro Leagues Data: Frequently Asked Questions

Major League Pitching Leaders

Wins Above Replacement--all

<strong>Wins Above Replacement</strong><br>A single number that presents the number of wins the player added<br>to the team above what a replacement player (think AAA or AAAA) would add.<br>Scale for a single-season: 8+ MVP Quality, 5+ All-Star Quality, 2+ Starter,<br>0-2 Reserve, < 0 Replacement Level <br>Developed by Sean Smith of BaseballProjection.com

1. RuthNYY 10.5
2. GrovePHA 10.4
3. GehrigNYY 9.6
4. FerrellCLE 9.4
5. WellsSLS 8.6
6. CroninWSH 8.5
7. TerryNYG 7.9
8. StewartSLB 7.8
9. SimmonsPHA 7.8
10. WilsonCHC 7.4

WAR for Pitchers

<strong>Wins Above Replacement for Pitchers</strong><br>A single number that presents the number of wins the player added<br>to the team above what a replacement player (think AAA or AAAA) would add. This value includes defensive support and includes additional value for high leverage situations.<br>Scale: 8+ MVP Quality, 5+ All-Star Quality, 2+ Starter,<br>0-2 Reserve, < 0 Replacement Level <br> Developed by Sean Smith of BaseballProjection.com

1. GrovePHA 10.4
2. FerrellCLE 8.3
3. StewartSLB 7.3
4. VanceBRO 7.3
5. UhleDET 6.3
6. SorrellDET 5.9
7. GastonBOS 5.3
8. LyonsCHW 5.3
9. CollinsPHI 5.3
10. SmithBSN 4.9

Earned Run Average

<strong>9 * ER / IP</strong><br>For recent years, leaders need 1 IP<br>per team game played.<br>Bold indicates lowest ERA using current stats<br><span class=glimmer>Gold</span> means awarded ERA title at end of year.

1. GrovePHA 2.54
2. PaigeBBB 2.57
3. VanceBRO 2.61
4. BellKCM 2.67
5. RadcliffeSLS 2.72
6. FosterCAG 2.89
7. BrewerKCM 3.17
8. DíazCSW 3.24
9. FerrellCLE 3.31
10. Gillispie2TM 3.32

Wins

Wins

1. GrovePHA 28
2. FerrellCLE 25
3. EarnshawPHA 22
LyonsCHW 22
5. StewartSLB 20
KremerPIT 20
MaloneCHC 20
8. FitzsimmonsNYG 19
9. Crowder2TM 18
10. WhitehillDET 17
BramePIT 17
FrenchPIT 17
HubbellNYG 17
VanceBRO 17
WalkerNYG 17

Win-Loss %

<strong>Win-Loss Percentage</strong><br>W / (W + L)<br>For players, leaders need one decision for every ten team games.<br>For managers, minimum to qualify for leading is 320 games.

1. GrovePHA .848
2. RadcliffeSLS .833
3. HensleySLS .800
TrentSLS .800
5. Davis2TM .786
6. PaigeBBB .778
7. MarberryWSH .750
ShoresPHA .750
BellKCM .750
CooperKCM .750

Walks & Hits per IP

<strong>(BB + H)/IP</strong><br>For recent years, leaders need 1 IP<br>per team game played

1. PaigeBBB 0.842
2. DeanDS 1.101
3. BellKCM 1.109
4. GrovePHA 1.144
VanceBRO 1.144
6. RadcliffeSLS 1.175
7. CooperDS 1.182
8. ClarkBRO 1.235
9. FosterCAG 1.264
10. KolpCIN 1.271

Hits per 9 IP

<strong>9 x H / IP</strong><br>For recent years, leaders need 1 IP<br>per team game played

1. PaigeBBB 6.475
2. RadcliffeSLS 7.772
3. FosterCAG 8.264
4. Gillispie2TM 8.301
5. HadleyWSH 8.366
6. VanceBRO 8.385
7. GrovePHA 8.443
8. BellKCM 8.465
9. DíazCSW 8.605
10. DeanDS 8.645

Bases On Balls per 9 IP

<strong>9 x BB / IP</strong><br>For recent years, leaders need 1 IP<br>per team game played

1. PaigeBBB 1.100
2. PennockNYY 1.151
3. DeanDS 1.264
4. Salmon2TM 1.289
5. BellKCM 1.515
6. ClarkBRO 1.710
7. LyonsCHW 1.723
8. KolpCIN 1.818
9. JohnsonSTL 1.822
10. GrovePHA 1.856

Strikeouts per 9 IP

<strong>9 x SO / IP</strong><br>For recent years, leaders need 1 IP<br>per team game played

1. CooperKCM 8.748
2. PaigeBBB 8.430
3. FosterCAG 7.472
4. HallahanSTL 6.712
5. GrovePHA 6.464
6. BellKCM 6.416
7. TiantCSW 6.189
8. VanceBRO 6.019
9. ShawDS 5.973
10. McHenryKCM 5.933

Games Played

Games Played or Pitched

1. GrovePHA 50
2. EarnshawPHA 49
3. ElliottPHI 48
4. CollinsPHI 47
5. BushCHC 46
6. MaloneCHC 45
PruettNYG 45
8. JohnsonNYY 44
PipgrasNYY 44
ClarkBRO 44
FreyCIN 44

Saves

Saves

1. GrovePHA 9
2. BellSTL 8
3. ClarkBRO 7
4. QuinnPHA 6
HevingNYG 6
LindseySTL 6
SwetonicPIT 6
Braxton2TM 6
9. PipgrasNYY 5
SullivanDET 5
MaloneCHC 5
SmithBSN 5

Innings Pitched

Innings Pitched

1. LyonsCHW 297.2
2. FerrellCLE 296.2
3. EarnshawPHA 296.0
4. GrovePHA 291.0
5. Crowder2TM 279.2
6. KremerPIT 276.0
7. FrenchPIT 274.2
8. GastonBOS 273.0
9. MaloneCHC 271.2
10. StewartSLB 271.0

Strikeouts

Strikeouts

1. GrovePHA 209
2. EarnshawPHA 193
3. HallahanSTL 177
4. VanceBRO 173
5. HadleyWSH 162
6. FerrellCLE 143
7. MaloneCHC 142
8. FosterCAG 132
9. Ruffing2TM 131
10. RootCHC 124

Games Started

Games Started

1. EarnshawPHA 39
2. KremerPIT 38
3. LyonsCHW 36
4. FerrellCLE 35
FrenchPIT 35
MaloneCHC 35
Crowder2TM 35
8. GastonBOS 34
HadleyWSH 34
WalkerNYG 34

Complete Games

Complete Game

1. LyonsCHW 29
2. FerrellCLE 25
Crowder2TM 25
4. StewartSLB 23
5. GrovePHA 22
BramePIT 22
MaloneCHC 22
8. GastonBOS 21
FrenchPIT 21
10. EarnshawPHA 20
SeiboldBSN 20
VanceBRO 20

Shutouts

Shutouts<br>No runs allowed and a complete game.

1. VanceBRO 4
RootCHC 4
3. BrownCLE 3
PipgrasNYY 3
EarnshawPHA 3
FrenchPIT 3
HubbellNYG 3
8. McHenryKCM 2
WoodPIT 2
WalbergPHA 2
ElliottBRO 2
FreyCIN 2
HallahanSTL 2
JohnsonSTL 2
KolpCIN 2
DeanDS 2
DavisDS 2
LuqueBRO 2
PhelpsBRO 2
SmithBSN 2
BrewerKCM 2
BellKCM 2
ThurstonBRO 2
WalkerNYG 2
SorrellDET 2
Cornelius2TM 2
GrovePHA 2
GastonBOS 2
TrentSLS 2
ShawDS 2
MarberryWSH 2
Ruffing2TM 2
PaigeBBB 2

Home Runs

Home Runs Hit/Allowed

1. KremerPIT 29
2. FitzsimmonsNYG 26
3. SmithBSN 25
4. SweetlandPHI 24
5. BengePHI 22
BushCHC 22
CollinsPHI 22
8. StewartSLB 21
BramePIT 21
PhelpsBRO 21

Bases on Balls

Bases on Balls/Walks

1. EarnshawPHA 139
2. HallahanSTL 126
3. FerrellCLE 106
SorrellDET 106
5. HadleyWSH 105
6. JohnsonNYY 104
7. BlakeCHC 99
8. GastonBOS 98
9. MaloneCHC 96
Crowder2TM 96

Hits

Hits/Hits Allowed

1. KremerPIT 366
2. LyonsCHW 331
3. FrenchPIT 325
4. BengePHI 305
5. RussellBOS 302
6. EarnshawPHA 299
FerrellCLE 299
8. FreyCIN 295
9. MacFaydenBOS 293
10. BramePIT 291
BushCHC 291

Strikeouts / Base On Balls

<strong>SO/W or SO/BB</strong><br>For recent years, pitching leaders need 1 IP<br>per team game played.<br>No batting leaders computed.

1. PaigeBBB 7.667
2. Salmon2TM 4.409
3. BellKCM 4.235
4. DeanDS 3.895
5. GrovePHA 3.483
6. VanceBRO 3.145
7. JohnsonSTL 2.421
8. FosterCAG 2.400
9. PennockNYY 2.300
10. ShawDS 2.273

Home Runs per 9 IP

<strong>9 x HR / IP</strong><br>For recent years, leaders need 1 IP<br>per team game played

1. CurryMRS 0.106
2. PaigeBBB 0.122
3. CooperKCM 0.168
4. Bell2TM 0.172
5. BrewerKCM 0.173
6. HolseyCAG 0.196
7. JonesWSH 0.196
8. HadleyWSH 0.207
9. Salmon2TM 0.234
10. LorenzoCSW 0.247

Losses

Losses

1. GastonBOS 20
RussellBOS 20
3. CoffmanSLB 18
FrenchPIT 18
FreyCIN 18
6. HenryCHW 17
LisenbeeBOS 17
WilloughbyPHI 17
9. HudlinCLE 16
LucasCIN 16
SeiboldBSN 16
Crowder2TM 16

Earned Runs

Earned Runs Allowed

1. BushCHC 155
2. KremerPIT 154
3. EarnshawPHA 146
4. BengePHI 143
SweetlandPHI 143
6. RussellBOS 139
7. FrenchPIT 133
8. WilloughbyPHI 129
9. FreyCIN 128
10. CollinsPHI 127
Benton2TM 127

Wild Pitches

Wild Pitches

1. BushCHC 12
2. GastonBOS 11
JohnsonNYY 11
HallahanSTL 11
5. EarnshawPHA 10
6. Benton2TM 9
7. SheridNYY 7
FreyCIN 7
HainesSTL 7
SpencerPIT 7
Grimes2TM 7

Hit By Pitch

Times Hit by a Pitch.

1. HubbellNYG 11
2. CollinsPHI 10
3. HogsettDET 9
4. PipgrasNYY 8
WhitehillDET 8
BrewerKCM 8
WrightNEG 8
8. RixeyCIN 7
RootCHC 7
WalkerNYG 7
Grimes2TM 7

Batters Faced

Batters Faced

1. EarnshawPHA 1,299
2. FerrellCLE 1,274
3. LyonsCHW 1,258
4. FrenchPIT 1,232
KremerPIT 1,232
6. MaloneCHC 1,197
7. GrovePHA 1,191
8. Crowder2TM 1,188
9. GastonBOS 1,175
10. MacFaydenBOS 1,169

Games Finished

Games Finished<br>Credited to the last pitcher to appear for a team in a game.<br>Complete Games are not counted as Games Finished.

1. KimseySLB 30
2. HevingNYG 22
SpencerPIT 22
4. WalshCHW 21
5. AppletonCLE 20
RommelPHA 20
ElliottPHI 20
8. JohnsonNYY 19
McKainCHW 19
SmithBOS 19
LindseySTL 19

Adjusted ERA+

<strong>ERA+</strong><br>100*[lgERA/ERA]<br>Adjusted to the player&#x2019;s ballpark(s).

1. VanceBRO 189
2. GrovePHA 185
3. PaigeBBB 179
4. BellKCM 171
5. RadcliffeSLS 168
6. FosterCAG 158
7. FerrellCLE 145
8. BrewerKCM 144
9. DíazCSW 141
10. StewartSLB 140

Fielding Independent Pitching

<strong>Fielding Independent Pitching</strong><br>this stat measures a pitcher's effectiveness at preventing HR, BB, HBP and causing SO<br><tt>(13*HR + 3*(BB+HBP) - 2*SO)/IP + Constant<sub>lg</sub></tt><br>The constant is set so that each season major-league average FIP is the same as the major-league avg ERA

1. PaigeBBB 2.27
2. BellKCM 3.05
3. Salmon2TM 3.08
4. GrovePHA 3.15
5. DeanDS 3.41
6. CooperKCM 3.46
7. FosterCAG 3.62
8. VanceBRO 3.67
9. WillisNEG 3.75
10. BrewerKCM 3.78

Adj. Pitching Runs

<strong>Adjusted Pitching Runs</strong><br>A set of formulas developed by Gary Gillette, Pete Palmer and others<br>that estimates a pitcher&#x2019;s total contributions<br>to a team&#x2019;s runs total via linear weights.<br>0.0 is an avg performance, <0 is worse than avg and >0 is better than avg

1. GrovePHA 68
2. VanceBRO 63
3. FerrellCLE 43
4. StewartSLB 42
5. UhleDET 31
6. Crowder2TM 29
7. FosterCAG 28
8. HadleyWSH 28
9. MaloneCHC 26
10. HubbellNYG 25

Adj. Pitching Wins

<strong>Adjusted Pitching Wins</strong><br>A set of formulas developed by Gary Gillette, Pete Palmer and others<br>that estimates a pitcher&#x2019;s total contributions<br>to a team&#x2019;s wins with his arm.<br>0.0 is an avg performance, <0 is worse than avg and >0 is better than avg

1. GrovePHA 6.5
2. VanceBRO 6.1
3. FerrellCLE 4.0
4. StewartSLB 4.0
5. UhleDET 3.0
6. Crowder2TM 2.7
7. FosterCAG 2.6
8. HadleyWSH 2.6
9. MaloneCHC 2.3
10. SorrellDET 2.3

Base-Out Runs Saved (RE24)

<strong>Base-Out Runs Saved</strong><br>Given the bases occupied/out situation, how many runs did the pitcher<br>save in the resulting play. Compared to average, so 0 is average, and<br>above 0 is better than average

1. GrovePHA 81.84
2. VanceBRO 62.52
3. StewartSLB 49.57
4. FerrellCLE 41.52
5. UhleDET 36.75
6. HubbellNYG 33.95
7. Crowder2TM 32.65
8. SorrellDET 31.33
9. MaloneCHC 31.14
10. ElliottBRO 29.28

Win Probability Added (WPA)

<strong>Win Probability Added by Pitcher</strong><br>Given average teams, this is the change in probability.<br>See <a href='https://www.baseball-reference.com/about/wpa.shtml'>Win Expectancy explainer</a> for details.

1. GrovePHA 9.8
2. StewartSLB 6.5
3. VanceBRO 6.2
4. SeiboldBSN 4.9
5. MaloneCHC 4.9
6. LyonsCHW 4.7
7. HadleyWSH 4.4
8. FerrellCLE 3.8
9. MarberryWSH 3.3
10. SmithBSN 3.2

Sit. Wins Saved (WPA/LI)

<strong>Situational Wins (WPA/LI)</strong><br>It is the sum of WPA divided by the leverage index for each play.<br>WPA depends greatly on the context of the at bats.<br>This stat does not.

1. GrovePHA 6.6
2. VanceBRO 5.7
3. StewartSLB 4.5
4. HubbellNYG 3.6
5. LyonsCHW 3.5
6. FerrellCLE 3.2
7. UhleDET 3.2
8. Crowder2TM 3.1
9. HadleyWSH 3.1
10. GastonBOS 2.9

Championship WPA (cWPA)

<strong>Championship Win Probability Added by Pitcher</strong><br>Given average teams, this is the change in probability of winning the World Series, displayed in percentage points.<br>See <a href='https://www.baseball-reference.com/about/wpa.shtml'>Win Expectancy explainer</a> for details.

1. VanceBRO 32.9
2. MaloneCHC 19.3
3. GrovePHA 18.7
4. HallahanSTL 11.0
5. ClarkBRO 10.9
6. PhelpsBRO 9.0
7. MarberryWSH 8.4
8. ElliottBRO 7.9
9. Grimes2TM 6.1
10. HadleyWSH 5.9

Base-Out Wins Saved (REW)

<strong>Base-Out Wins Saved</strong><br>This is the number of wins above average the player was worth by their performance<br>measured by the 24 base-out situations.

1. GrovePHA 8.0
2. VanceBRO 6.0
3. StewartSLB 4.7
4. FerrellCLE 3.9
5. UhleDET 3.5
6. HubbellNYG 3.2
7. Crowder2TM 3.1
8. SorrellDET 2.9
9. MaloneCHC 2.9
10. HadleyWSH 2.7