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

Negro American League Batting 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. Smith3TM 6.3
2. HoustonCT 3.8
3. BrownKCM 3.2
4. CorneliusCAG 3.1
5. Allen3TM 3.0
6. BarnesKCM 2.9
7. BremerCT 2.6
8. MitchellBBB 2.2
9. FosterCAG 1.8
10. EasterlingCT 1.7

WAR Position Players

<strong>Wins Above Replacement for position players</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: 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. BrownKCM 3.2
2. Allen2TM 3.0
3. EasterlingCT 1.7
4. Strong3TM 1.7
5. RadcliffCAG 1.5
6. DavenportCT 1.4
7. RobinsonCT 1.4
8. BrooksKCM 1.2
9. Stearnes2TM 1.2
10. Curry3TM 1.0

Offensive WAR

<strong>Offensive Wins Above Replacement (everything but Fielding)</strong><br>The same statistic as Wins Above Replacement for Position<br>Players (WAR), but with the fielding value excluded.<br>oWAR + dWAR does not equal WAR.<br>Adding would count positions twice.<br>Contains the factor for batting stats, baserunning, a positional adjustment, and the replacement player adjustment.<br> Factors developed by Sean Smith of BaseballProjection.com

1. BrownKCM 2.9
2. Allen2TM 1.7
3. EasterlingCT 1.5
4. Strong3TM 1.5
5. RadcliffCAG 1.2
6. WhatleyBBB 1.2
7. DavenportCT 1.1
8. Stearnes2TM 1.1
9. Curry3TM 1.0
10. RobinsonCT 0.9

Defensive WAR

<strong>Defensive Wins Above Replacement for position players</strong><br>A defensive measure of wins above replacement, but given<br>only the defensive stats of the player and his position adjustment. For this calculation, we use a<br>replacement level on defense is the league average.<br>Based on Baseball Info Solutions defensive runs saved from 2003 on<br>and total zone rating developed by Sean Smith of BaseballProjection.com previously

1. Allen2TM 1.4
2. Duncan2TM 0.5
3. RadcliffeCT 0.5
4. BankheadBBB 0.4
RobinsonCT 0.4
6. RadcliffCAG 0.4
7. BondCAG 0.4
CarterCT 0.4
9. BrooksKCM 0.4
10. EasterlingCT 0.3

Batting Average

<strong>Hits/At Bats</strong><br>For recent years, leaders need 3.1 PA<br>per team game played<br>Bold indicates either highest BA using current stats<br>or awarded title at end of year.

1. Carter2TM .394
2. BrownKCM .370
3. Strong3TM .345
4. WhatleyBBB .345
EasterlingCT .345
6. DavenportCT .337
7. PearsonSL2 .327
8. Allen2TM .324
9. RadcliffCAG .302
10. WoodsBBB .301

On-Base%

<strong>(H + BB + HBP)/(At Bats + BB + HBP + SF)</strong><br>For recent years, leaders need 3.1 PA<br>per team game played

1. Strong3TM .442
2. BrownKCM .423
3. DwightKCM .418
4. Carter2TM .411
5. PearsonSL2 .408
6. EasterlingCT .395
7. Allen2TM .392
8. DavenportCT .383
9. WhatleyBBB .372
10. WoodsBBB .368

Slugging %

Total Bases/At Bats or
(1B + 2*2B + 3*3B + 4*HR)/AB

For recent years, leaders need 3.1 PA
per team game played

1. WhatleyBBB .655
2. BrownKCM .648
3. Strong3TM .555
4. EasterlingCT .545
5. PearsonSL2 .500
6. RadcliffCAG .497
7. WoodsBBB .487
8. DavenportCT .486
9. Carter2TM .459
10. RobinsonCT .451

On-Base Plus Slugging

<strong>On-Base + Slugging Percentages </strong><br>For recent years, leaders need 3.1 PA<br>per team game played

1. BrownKCM 1.071
2. WhatleyBBB 1.027
3. Strong3TM .996
4. EasterlingCT .940
5. PearsonSL2 .908
6. Carter2TM .869
7. DavenportCT .869
8. WoodsBBB .855
9. RadcliffCAG .834
10. Allen2TM .814

Games Played

Games Played or Pitched

1. Allen2TM 58
2. BrooksKCM 57
BrownKCM 57
Milton2TM 57
5. MayweatherKCM 54
6. Duncan2TM 52
7. RedusCAG 46
8. Gilyard2TM 45
Sparks2TM 45
10. MarshallCAG 44
RadcliffCAG 44
RobinsonCT 44
TaylorCT 44

At Bats

At Bats

1. Allen2TM 225
2. BrownKCM 219
3. Milton2TM 218
4. BrooksKCM 202
5. MayweatherKCM 196
6. DavenportCT 175
7. RadcliffCAG 169
8. Gilyard2TM 166
9. CarterCT 165
10. RobinsonCT 162

Plate Appearances

<strong>Plate Appearances</strong><br>When available, we use actual plate appearances from play-by-play game accounts<br>Otherwise estimated using AB + BB + HBP + SF + SH,<br>which excludes catcher interferences.<br>When <span class=tooltip>this color</span> click for a summary of each PA.

1. Allen2TM 252
Milton2TM 252
3. BrownKCM 240
4. BrooksKCM 227
5. MayweatherKCM 210
6. DavenportCT 189
7. Duncan2TM 188
8. CarterCT 186
9. RobinsonCT 183
10. RadcliffCAG 180
Sparks2TM 180

Runs Scored

Runs Scored/Allowed

1. Milton2TM 64
2. BrownKCM 52
3. Allen2TM 44
4. BondCAG 41
5. DavenportCT 38
DwightKCM 38
7. BrooksKCM 37
8. RobinsonCT 36
9. MayweatherKCM 33
10. Strong3TM 29

Hits

Hits/Hits Allowed

1. BrownKCM 81
2. Allen2TM 73
3. DavenportCT 59
4. Milton2TM 57
5. MayweatherKCM 55
6. BrooksKCM 52
7. RadcliffCAG 51
8. EasterlingCT 50
9. RobinsonCT 47
Gilyard2TM 47

Total Bases

<strong>Total Bases</strong><br>Singles + 2 x Doubles + 3 x Triples + 4 x Home Runs.

1. BrownKCM 142
2. Allen2TM 95
3. DavenportCT 85
MayweatherKCM 85
5. RadcliffCAG 84
BrooksKCM 84
7. EasterlingCT 79
8. Milton2TM 78
9. WhatleyBBB 76
10. RobinsonCT 73

Doubles

Doubles Hit/Allowed

1. Strong3TM 16
2. BrooksKCM 14
3. EasterlingCT 12
4. DavenportCT 11
BrownKCM 11
6. RobinsonCT 9
Duncan2TM 9
8. HarrisCT 8
Allen2TM 8
Gilyard2TM 8

Triples

Triples Hit/Allowed

1. BrownKCM 10
RadcliffCAG 10
3. MayweatherKCM 7
WhatleyBBB 7
EasterlingCT 7
6. BrooksKCM 6
DavenportCT 6
8. HaleDTS 5
9. RobinsonCT 4
ThurmanSL2 4
PearsonSL2 4
O'NeilMRS 4
Allen2TM 4
Milton2TM 4
WoodsBBB 4
BondCAG 4

Home Runs

Home Runs Hit/Allowed

1. BrownKCM 10
2. WhatleyBBB 5
Stearnes2TM 5
4. WoodsBBB 3
DunlapCAG 3
MayweatherKCM 3
RadcliffCAG 3
HaleDTS 3
RobinsonCT 3
10. BrooksKCM 2
PearsonSL2 2
WalkerSL2 2
Allen2TM 2
Curry3TM 2
Dunbar2TM 2
Gilyard2TM 2
McCall3TM 2
Milton2TM 2
Sparks2TM 2
MarshallCAG 2
TaylorCT 2
HarrisCT 2

Runs Batted In

Runs Batted In

1. BrownKCM 60
2. Allen2TM 50
3. RadcliffCAG 36
4. MayweatherKCM 34
5. WhatleyBBB 31
RobinsonCT 31
7. EasterlingCT 30
BrooksKCM 30
9. Milton2TM 29
10. Duncan2TM 27

Bases on Balls

Bases on Balls/Walks

1. DwightKCM 31
2. Milton2TM 30
3. BrooksKCM 23
4. Allen2TM 22
5. BondCAG 19
BrownKCM 19
7. Duncan2TM 18
Sparks2TM 18
9. CarterCT 17
RobinsonCT 17

Stolen Bases

Stolen Bases

1. Milton2TM 33
2. DwightKCM 22
3. Allen2TM 13
4. RadcliffCAG 11
5. Simms3TM 10
RedusCAG 10
BrownKCM 10
8. Curry3TM 8
9. BondCAG 7
GilliardMRS 7

Singles

Singles Hit/Allowed

1. Allen2TM 59
2. BrownKCM 50
3. Milton2TM 44
4. DavenportCT 41
5. MayweatherKCM 38
6. Carter2TM 37
7. RadcliffCAG 34
Gilyard2TM 34
9. TaylorCT 33
10. BondCAG 32

Adjusted OPS+

<strong>OPS+</strong><br>100*[OBP/lg OBP + SLG/lg SLG - 1]<br>Adjusted to the player&#x2019;s ballpark(s)

1. BrownKCM 191
2. WhatleyBBB 178
3. Strong3TM 173
4. EasterlingCT 157
5. PearsonSL2 149
6. Carter2TM 139
7. DavenportCT 138
8. WoodsBBB 134
9. RadcliffCAG 127
10. Allen2TM 124

Runs Created

<strong>Runs Created</strong><br>A set of formulas developed by Bill James and others<br>that estimates a player&#x2019;s total contributions<br>to a team&#x2019;s runs total.<br>This is computed with the "technical" formula when possible.<br>If SB or CS data is missing, the "basic" formula is used.<br>If HBP, IBB, SH, SF, or GIDP data is missing, the "stolen base" version of the formula is used. <br>Team Runs Created is the sum of player Runs Created.

1. BrownKCM 60
2. Allen2TM 37
3. DavenportCT 32
4. EasterlingCT 31
5. RadcliffCAG 28
BrooksKCM 28
MayweatherKCM 28
Milton2TM 28
9. WhatleyBBB 27
10. RobinsonCT 26

Adj. Batting Runs

<strong>Adjusted Batting Runs</strong><br>A set of formulas developed by Gary Gillette, Pete Palmer and others<br>that estimates a player&#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. BrownKCM 26
2. Strong3TM 13
3. EasterlingCT 11
4. WhatleyBBB 11
5. Stearnes2TM 10
6. DavenportCT 9
7. Allen2TM 8
8. Curry3TM 8
9. RayBBB 8
10. PearsonSL2 8

Adj. Batting Wins

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

1. BrownKCM 2.5
2. Strong3TM 1.2
3. EasterlingCT 1.1
4. WhatleyBBB 1.1
5. Stearnes2TM 0.9
6. DavenportCT 0.9
7. Allen2TM 0.8
8. Curry3TM 0.8
9. RayBBB 0.8
10. PearsonSL2 0.7

Extra Base Hits

<strong>Extra Base Hits</strong><br>Doubles + Triples + Home Runs

1. BrownKCM 31
2. BrooksKCM 22
3. EasterlingCT 20
4. WhatleyBBB 19
Strong3TM 19
6. DavenportCT 18
7. RadcliffCAG 17
MayweatherKCM 17
9. RobinsonCT 16
10. Allen2TM 14

Times On Base

<strong>Times on Base</strong><br>Hits + Bases on Balls + Hit By Pitch<br>Does not include Reached on Error or Catcher Interference.

1. BrownKCM 101
2. Allen2TM 98
3. Milton2TM 89
4. BrooksKCM 75
5. DavenportCT 72
6. MayweatherKCM 68
7. RobinsonCT 64
8. EasterlingCT 62
9. BondCAG 60
RadcliffCAG 60

Offensive Win %

<strong>Offensive Winning Percentage</strong><br>The percentage of games a team with nine of this player<br>batting would win. Assumes average pitching and defense.<br>This uses the Pythagorean win pct formula with the player's RC/G for runs scored and the league's R/9 as runs allowed.

1. BrownKCM .842
2. WhatleyBBB .785
3. Strong3TM .777
4. EasterlingCT .751
5. Carter2TM .748
6. PearsonSL2 .730
7. DavenportCT .698
8. WoodsBBB .657
9. Allen2TM .646
10. RadcliffCAG .634

Hit By Pitch

Times Hit by a Pitch.

1. MarshallCAG 5
2. Duncan2TM 4
Sparks2TM 4
RedusCAG 4
5. Allen2TM 3
DunnDTS 3
Strong3TM 3
Gilyard2TM 3
9. DwightKCM 2
PearsonSL2 2
EasterlingCT 2
DavenportCT 2
RadcliffCAG 2
HardyCAG 2
Milton2TM 2
ClaytonCAG 2
Stearnes2TM 2
WhatleyBBB 2
RayBBB 2

Sacrifice Hits

Sacrifice Hits (Sacrifice Bunts)

1. Duncan2TM 8
Sparks2TM 8
3. JohnsonKCM 6
HarrisCT 6
5. Simms3TM 5
BankheadBBB 5
Edwards2TM 5
8. BondCAG 4
CarterCT 4
RedusCAG 4
HoustonCT 4
Sanders2TM 4
FosterCAG 4
Moss3TM 4
RobinsonCT 4
ByasCAG 4
ChildsIA 4

Power-Speed #

<strong>Power/Speed Number</strong><br>2 x (Home Runs x Stolen Bases)/(Stolen Bases + Home Runs)<br>The harmonic mean of HR and SB.<br>To do well you need a lot of both.<br>Developed by Bill James.

1. BrownKCM 10.0
2. RadcliffCAG 4.7
3. Milton2TM 3.8
4. WhatleyBBB 3.8
5. Allen2TM 3.5
6. DunlapCAG 3.4
7. Curry3TM 3.2
8. MayweatherKCM 3.0
9. MarshallCAG 2.4
WoodsBBB 2.4

AB per HR

<strong>At Bats Per Home Run</strong>

1. BrownKCM 21.9
2. WhatleyBBB 23.2
3. WoodsBBB 37.7
4. DunlapCAG 44.7
5. RobinsonCT 54.0
6. PearsonSL2 55.0
7. RadcliffCAG 56.3
8. HarrisCT 58.5
9. MayweatherKCM 65.3
10. Sparks2TM 75.0

Outs Made

<strong>Outs Made</strong><br>(At Bats - Hits) + Double Plays Grounded Into <br>+ Sac. Flies + Sac. Hits + Caught Stealing.

1. Milton2TM 163
2. Allen2TM 154
3. BrooksKCM 152
4. MayweatherKCM 142
5. BrownKCM 139
6. RedusCAG 131
7. CarterCT 130
8. Duncan2TM 129
Sparks2TM 129
10. MarshallCAG 123

rOBA

rOBA
A measure of a player's offensive contributions, weighted in proportion to each event's actual run value

1. BrownKCM .471
2. Strong3TM .452
3. WhatleyBBB .444
4. EasterlingCT .419
5. PearsonSL2 .414
6. Carter2TM .401
7. DavenportCT .394
8. Allen2TM .384
9. WoodsBBB .383
10. RadcliffCAG .376

Rbat+

Rbat+
Batting runs as computed for WAR, but indexed to the environment the player played in, where 100 is league average.

1. BrownKCM 181
2. Strong3TM 170
3. WhatleyBBB 167
4. EasterlingCT 154
5. PearsonSL2 149
6. Carter2TM 142
7. DavenportCT 138
8. WoodsBBB 133
9. Allen2TM 130
10. RadcliffCAG 124

More 1937 Negro American League Pages