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 National League II 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. ManningNE 3.3
2. ByrdBEG 3.2
3. BlackBEG 3.2
4. GilliamBEG 3.1
5. LockettBEG 3.0
6. AustinPS 3.0
7. KimbroBEG 2.8
8. ScantleburyNYC 2.8
9. RicksPS 2.4
10. EasterHG 2.2

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. GilliamBEG 3.1
2. LockettBEG 3.0
3. AustinPS 3.0
4. KimbroBEG 2.8
5. EasterHG 2.2
6. MárquezHG 2.1
7. HarveyNE 1.9
8. ButtsBEG 1.7
9. PearsonNE 1.6
10. MiñosoNYC 1.5

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. LockettBEG 2.5
2. KimbroBEG 2.4
3. AustinPS 2.2
4. EasterHG 1.9
5. GilliamBEG 1.8
6. MiñosoNYC 1.7
7. HarveyNE 1.7
8. ButtsBEG 1.6
9. NobleNYC 1.6
10. MárquezHG 1.4

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. GilliamBEG 1.5
2. AustinPS 1.1
3. BankheadHG 0.7
MárquezHG 0.7
5. PearsonNE 0.5
6. ButtsBEG 0.4
7. WatkinsPS 0.4
8. WilliamsNE 0.4
McLaurinNE 0.4
10. BrewerNYC 0.3
GaryHG 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. LockettBEG .362
2. AustinPS .356
3. HarveyNE .345
4. MiñosoNYC .344
5. ThurmanHG .324
6. CabreraNYC .321
7. NobleNYC .321
8. RussellBEG .313
9. EasterHG .313
10. ButtsBEG .304

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. KimbroBEG .457
2. HarveyNE .430
3. EasterHG .428
4. LeonardHG .413
5. LockettBEG .402
6. AustinPS .397
7. ButtsBEG .390
8. GilliamBEG .388
9. NobleNYC .381
10. MiñosoNYC .380

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. MiñosoNYC .548
2. EasterHG .542
3. LockettBEG .536
4. NobleNYC .522
5. AustinPS .482
6. CabreraNYC .479
7. ClarkNYC .446
8. ThurmanHG .446
9. LeonardHG .443
10. HarveyNE .437

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. EasterHG .969
2. LockettBEG .939
3. MiñosoNYC .927
4. NobleNYC .903
5. AustinPS .879
6. HarveyNE .867
7. LeonardHG .856
8. CabreraNYC .845
9. KimbroBEG .830
10. ThurmanHG .824

Games Played

Games Played or Pitched

1. KimbroBEG 59
RobinsonBEG 59
3. GilliamBEG 58
LockettBEG 58
5. RussellBEG 57
6. WashingtonBEG 56
7. WilkesNE 54
WilliamsNE 54
WilliamsNE 54
10. PearsonNE 53

At Bats

At Bats

1. LockettBEG 235
2. GilliamBEG 219
3. WashingtonBEG 215
4. RussellBEG 211
5. WilkesNE 204
6. PearsonNE 202
7. KimbroBEG 201
8. WatkinsPS 196
9. WilliamsNE 195
10. RobinsonBEG 193

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. KimbroBEG 270
2. GilliamBEG 261
3. LockettBEG 255
4. WashingtonBEG 235
5. WilkesNE 233
6. WilliamsNE 230
7. ButtsBEG 226
8. RussellBEG 225
9. PearsonNE 222
10. AustinPS 210

Runs Scored

Runs Scored/Allowed

1. KimbroBEG 54
2. GilliamBEG 48
3. ButtsBEG 44
4. LockettBEG 41
5. WilkesNE 35
6. EasterHG 34
PearsonNE 34
8. RussellBEG 33
9. BankheadHG 32
MárquezHG 32
AustinPS 32

Hits

Hits/Hits Allowed

1. LockettBEG 85
2. AustinPS 68
3. RussellBEG 66
4. WashingtonBEG 64
5. GilliamBEG 63
6. HarveyNE 60
PearsonNE 60
8. ButtsBEG 58
9. KimbroBEG 56
10. WilsonNE 54
MiñosoNYC 54

Total Bases

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

1. LockettBEG 126
2. AustinPS 92
3. RussellBEG 89
4. MiñosoNYC 86
5. GilliamBEG 80
WashingtonBEG 80
7. PearsonNE 79
8. EasterHG 78
9. HarveyNE 76
10. KimbroBEG 75

Doubles

Doubles Hit/Allowed

1. AustinPS 15
LockettBEG 15
3. RussellBEG 13
4. MiñosoNYC 11
KimbroBEG 11
DennisPS 11
7. CabreraNYC 10
NobleNYC 10
9. EasterHG 9
BallesterNYC 9
MárquezHG 9
ButtsBEG 9
ClarkNYC 9
GilliamBEG 9
SimpsonPS 9

Triples

Triples Hit/Allowed

1. MiñosoNYC 6
CashPS 6
3. WilkesNE 5
ClarkNYC 5
RussellBEG 5
6. DuckettPS 4
WilliamsNE 4
NobleNYC 4
WashingtonBEG 4
GilliamBEG 4
KimbroBEG 4
LockettBEG 4

Home Runs

Home Runs Hit/Allowed

1. EasterHG 6
LockettBEG 6
3. IrvinNE 5
4. LeonardHG 4
5. PearsonNE 3
Crowe2TM 3
NobleNYC 3
MiñosoNYC 3
WilsonNE 3
MárquezHG 3

Runs Batted In

Runs Batted In

1. LockettBEG 53
2. EasterHG 37
RussellBEG 37
4. GilliamBEG 33
WashingtonBEG 33
6. PearsonNE 29
7. CabreraNYC 28
WilsonNE 28
9. IrvinNE 27
MiñosoNYC 27

Bases on Balls

Bases on Balls/Walks

1. KimbroBEG 59
2. GilliamBEG 35
3. EasterHG 27
WilkesNE 27
5. LeonardHG 26
6. HarveyNE 25
7. ButtsBEG 24
WilliamsNE 24
9. BankheadHG 21
10. IrvinNE 20
WilliamsNE 20

Stolen Bases

Stolen Bases

1. MárquezHG 15
2. FinneyBEG 10
3. GilliamBEG 8
4. KimbroBEG 7
WilsonNE 7
BankheadHG 7
7. ButtsBEG 6
WatkinsPS 6
9. MiñosoNYC 5
IrvinNE 5
HefnerNBY 5

Singles

Singles Hit/Allowed

1. LockettBEG 60
2. WashingtonBEG 52
3. HarveyNE 51
4. GilliamBEG 50
5. PearsonNE 49
AustinPS 49
7. ButtsBEG 48
RussellBEG 48
9. WilsonNE 42
10. KimbroBEG 41
WatkinsPS 41

Adjusted OPS+

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

1. EasterHG 179
2. LockettBEG 170
3. MiñosoNYC 167
4. NobleNYC 160
5. AustinPS 154
6. HarveyNE 151
7. LeonardHG 148
8. CabreraNYC 144
9. KimbroBEG 141
10. ThurmanHG 138

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. LockettBEG 51
2. AustinPS 36
3. KimbroBEG 33
EasterHG 33
5. HarveyNE 32
MiñosoNYC 32
7. GilliamBEG 31
8. RussellBEG 29
9. PearsonNE 28
WashingtonBEG 28

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. LockettBEG 20
2. KimbroBEG 17
3. EasterHG 16
4. AustinPS 13
5. HarveyNE 13
6. MiñosoNYC 12
7. NobleNYC 10
8. LeonardHG 9
9. Crowe2TM 8
10. MárquezHG 7

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. LockettBEG 2.1
2. KimbroBEG 1.8
3. EasterHG 1.6
4. AustinPS 1.3
5. HarveyNE 1.3
6. MiñosoNYC 1.3
7. NobleNYC 1.0
8. LeonardHG 1.0
9. Crowe2TM 0.8
10. MárquezHG 0.8

Extra Base Hits

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

1. LockettBEG 25
2. MiñosoNYC 20
3. AustinPS 19
4. EasterHG 18
RussellBEG 18
6. NobleNYC 17
7. KimbroBEG 15
CabreraNYC 15
9. ClarkNYC 14
WilkesNE 14
MárquezHG 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. KimbroBEG 122
2. LockettBEG 101
3. GilliamBEG 99
4. HarveyNE 86
5. ButtsBEG 85
6. AustinPS 81
7. WashingtonBEG 80
8. WilkesNE 79
9. PearsonNE 78
10. EasterHG 74

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. LockettBEG .806
2. EasterHG .806
3. MiñosoNYC .785
4. NobleNYC .757
5. AustinPS .753
6. HarveyNE .752
7. CabreraNYC .729
8. LeonardHG .714
9. ThurmanHG .706
10. ClarkNYC .688

Hit By Pitch

Times Hit by a Pitch.

1. KimbroBEG 7
2. MárquezHG 5
3. BurkeBEG 3
ButtsBEG 3
McCordBEG 3
6. WilliamsNE 2
AustinPS 2
BrathwaitePS 2
LeonardHG 2
EasterHG 2
BankheadHG 2
RussellBEG 2

Sacrifice Hits

Sacrifice Hits (Sacrifice Bunts)

1. RussellBEG 9
WilliamsNE 9
3. ButtsBEG 8
BankheadHG 8
5. WilliamsNE 7
6. AustinPS 6
GilliamBEG 6
RobinsonBEG 6
9. FinneyBEG 5
CashPS 5
DuckettPS 5

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. MárquezHG 5.0
IrvinNE 5.0
3. LockettBEG 4.8
4. WilsonNE 4.2
5. MiñosoNYC 3.8
6. BankheadHG 3.1
7. EasterHG 3.0
NobleNYC 3.0
9. BrathwaitePS 2.7
WilkesNE 2.7

AB per HR

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

1. EasterHG 24.0
2. IrvinNE 30.2
3. LeonardHG 30.5
4. LockettBEG 39.2
5. NobleNYC 44.7
6. MiñosoNYC 52.3
7. MárquezHG 54.0
8. WilsonNE 60.7
9. BallesterNYC 64.0
10. PearsonNE 67.3

Outs Made

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

1. RobinsonBEG 163
2. GilliamBEG 162
3. WilliamsNE 159
4. WashingtonBEG 155
5. LockettBEG 154
RussellBEG 154
WilkesNE 154
8. WatkinsPS 153
9. KimbroBEG 148
10. WilliamsNE 147

rOBA

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

1. EasterHG .451
2. LockettBEG .437
3. MiñosoNYC .431
4. NobleNYC .420
5. HarveyNE .415
6. KimbroBEG .412
7. AustinPS .412
8. LeonardHG .410
9. MárquezHG .396
10. CabreraNYC .395

Rbat+

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

1. EasterHG 181
2. LockettBEG 173
3. MiñosoNYC 166
4. NobleNYC 161
5. HarveyNE 158
6. AustinPS 158
7. KimbroBEG 157
8. LeonardHG 155
9. CabreraNYC 145
10. ClarkNYC 141

More 1948 Negro National League II Pages