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 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. RoganKCM 9.0
2. StearnesDS 6.5
3. DeanKCM 5.1
4. BoboSLS 5.0
5. BellSLS 4.9
6. CooperDS 4.3
7. DrakeKCM 4.1
8. WesleyDS 3.9
9. McCallCAG 3.9
10. MooreKCM 3.9
Foster3TM 3.9

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. StearnesDS 6.5
2. BoboSLS 5.0
3. BellSLS 4.9
4. WesleyDS 3.9
5. MooreKCM 3.9
6. WellsSLS 3.6
7. RedusSLS 3.5
8. CreacySLS 3.2
9. RussellSLS 3.2
10. PryorDS 2.9

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. StearnesDS 5.2
2. BoboSLS 4.7
3. RedusSLS 3.8
4. BellSLS 3.7
5. WesleyDS 3.6
6. CreacySLS 3.3
7. WellsSLS 3.2
8. PryorDS 2.9
9. RussellSLS 2.8
10. MalarcherCAG 2.7
SmithDS 2.7

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. RigginsDS 1.7
2. MooreKCM 1.7
3. AllenKCM 1.2
4. StearnesDS 1.0
5. WilliamsMRS 1.0
6. BellSLS 0.9
7. MeredithBBB 0.9
8. WellsSLS 0.8
9. DeMossCAG 0.6
10. HinesCAG 0.6

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. WesleyDS .402
2. RedusSLS .381
3. StearnesDS .372
4. BoboSLS .361
5. BellSLS .346
6. SmithDS .346
7. ThompsonBBB .333
8. McNairKCM .332
9. WilliamsBBB .331
10. MalarcherCAG .329

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. RedusSLS .467
2. BoboSLS .464
3. WesleyDS .458
4. StearnesDS .443
5. RussellSLS .421
6. MalarcherCAG .416
7. BellSLS .407
8. PryorDS .402
9. SuttlesBBB .401
10. TorrienteCAG .399

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. WesleyDS .712
2. StearnesDS .669
3. RedusSLS .646
4. BoboSLS .617
5. CreacySLS .551
6. BellSLS .539
7. RussellSLS .523
8. WilliamsBBB .520
9. SmithDS .512
10. SuttlesBBB .498

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. WesleyDS 1.170
2. RedusSLS 1.113
3. StearnesDS 1.112
4. BoboSLS 1.081
5. BellSLS .946
6. RussellSLS .944
7. CreacySLS .930
8. WilliamsBBB .903
9. SuttlesBBB .899
10. SmithDS .892

Games Played

Games Played or Pitched

1. RigginsDS 94
StearnesDS 94
3. SmithDS 93
4. TorrienteCAG 92
5. MalarcherCAG 90
PryorDS 90
7. WilliamsCAG 89
8. GardnerCAG 88
AllenKCM 88
BellSLS 88
BoboSLS 88
WellsSLS 88

At Bats

At Bats

1. BellSLS 384
2. SmithDS 379
3. StearnesDS 366
4. RigginsDS 364
5. AllenKCM 352
6. MooreKCM 349
7. WellsSLS 341
8. GardnerCAG 339
9. Stratton3TM 335
10. CreacySLS 334

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. BellSLS 423
2. StearnesDS 413
3. WellsSLS 401
4. SmithDS 400
5. RigginsDS 393
6. AllenKCM 387
7. BoboSLS 386
8. PryorDS 383
9. MalarcherCAG 380
10. GardnerCAG 372
JohnstonKCM 372

Runs Scored

Runs Scored/Allowed

1. BellSLS 93
2. StearnesDS 91
3. WellsSLS 83
4. SmithDS 81
5. MooreKCM 74
BoboSLS 74
7. AllenKCM 73
8. PryorDS 70
CreacySLS 70
10. JonesDS 68

Hits

Hits/Hits Allowed

1. StearnesDS 136
2. BellSLS 133
3. SmithDS 131
4. BoboSLS 117
5. MooreKCM 112
6. MalarcherCAG 109
7. CreacySLS 108
8. AllenKCM 101
9. JohnstonKCM 99
McNairKCM 99
RedusSLS 99

Total Bases

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

1. StearnesDS 245
2. BellSLS 207
3. BoboSLS 200
4. SmithDS 194
5. CreacySLS 184
6. MooreKCM 172
7. RedusSLS 168
8. WesleyDS 163
9. WellsSLS 157
10. RigginsDS 155

Doubles

Doubles Hit/Allowed

1. BellSLS 30
2. SmithDS 26
3. StearnesDS 24
4. BoboSLS 23
5. CreacySLS 22
6. PryorDS 21
MooreKCM 21
8. WellsSLS 19
9. RedusSLS 18
10. JohnstonKCM 17

Triples

Triples Hit/Allowed

1. StearnesDS 14
2. McNairKCM 13
3. RussellSLS 12
MooreKCM 12
5. SmithDS 11
AllenKCM 11
7. RoganKCM 9
RigginsDS 9
TorrienteCAG 9
CunninghamMRS 9
BoboSLS 9

Home Runs

Home Runs Hit/Allowed

1. StearnesDS 19
2. WesleyDS 17
3. CreacySLS 14
BoboSLS 14
5. RedusSLS 13
6. MontalvoCSW 11
7. BellSLS 10
SuttlesBBB 10
9. RussellSLS 8
TorrienteCAG 8
Blackwell2TM 8
WellsSLS 8
RigginsDS 8

Runs Batted In

Runs Batted In

1. StearnesDS 106
2. BoboSLS 78
3. SmithDS 76
4. CreacySLS 74
5. MooreKCM 70
6. WesleyDS 68
7. RigginsDS 65
RedusSLS 65
9. RussellSLS 63
10. McNairKCM 62

Bases on Balls

Bases on Balls/Walks

1. BoboSLS 59
2. PryorDS 57
3. WellsSLS 56
4. TorrienteCAG 52
RussellSLS 52
6. MalarcherCAG 45
7. JohnstonKCM 44
8. StearnesDS 42
9. BellSLS 38
10. Blackwell2TM 37

Stolen Bases

Stolen Bases

1. BellSLS 42
2. RigginsDS 26
3. MalarcherCAG 24
4. PryorDS 20
5. SmithDS 19
6. McNairKCM 18
CreacySLS 18
WellsSLS 18
9. BoboSLS 16
10. MooreKCM 15
JacksonMRS 15
WilliamsMRS 15

Singles

Singles Hit/Allowed

1. MalarcherCAG 94
2. SmithDS 89
3. BellSLS 86
4. StearnesDS 79
5. GardnerCAG 77
AllenKCM 77
7. McNairKCM 74
MooreKCM 74
9. JohnstonKCM 71
BoboSLS 71

Adjusted OPS+

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

1. WesleyDS 207
2. RedusSLS 194
3. StearnesDS 192
4. BoboSLS 186
5. RussellSLS 150
6. BellSLS 150
7. CreacySLS 145
8. WilliamsBBB 138
9. SuttlesBBB 138
10. SmithDS 135

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. StearnesDS 107
2. BoboSLS 92
3. BellSLS 84
4. RedusSLS 76
5. WesleyDS 74
6. SmithDS 73
7. CreacySLS 69
8. MooreKCM 61
RussellSLS 61
WellsSLS 61

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. StearnesDS 48
2. BoboSLS 43
3. RedusSLS 36
4. WesleyDS 34
5. BellSLS 28
6. RussellSLS 22
7. CreacySLS 21
8. SmithDS 18
9. WellsSLS 15
10. MontalvoCSW 15

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. StearnesDS 4.5
2. BoboSLS 4.0
3. RedusSLS 3.4
4. WesleyDS 3.2
5. BellSLS 2.7
6. RussellSLS 2.1
7. CreacySLS 2.0
8. SmithDS 1.7
9. WellsSLS 1.5
10. SuttlesBBB 1.4

Extra Base Hits

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

1. StearnesDS 57
2. BellSLS 47
3. BoboSLS 46
4. SmithDS 42
CreacySLS 42
6. MooreKCM 38
7. RedusSLS 37
8. WellsSLS 35
9. RussellSLS 34
10. RigginsDS 33
WesleyDS 33

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. StearnesDS 183
2. BoboSLS 179
3. BellSLS 172
4. MalarcherCAG 158
WellsSLS 158
6. PryorDS 154
7. SmithDS 152
8. TorrienteCAG 146
9. JohnstonKCM 144
10. RussellSLS 143

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. WesleyDS .884
2. RedusSLS .856
3. StearnesDS .853
4. BoboSLS .842
5. BellSLS .760
6. RussellSLS .733
7. CreacySLS .728
8. WilliamsBBB .716
9. SmithDS .715
10. SuttlesBBB .712

Hit By Pitch

Times Hit by a Pitch.

1. RedusSLS 9
2. TorrienteCAG 8
3. AllenKCM 7
4. HawkinsKCM 5
StearnesDS 5
RussellSLS 5
7. HewittDS 4
MalarcherCAG 4
MurraySLS 4
WellsSLS 4
PryorDS 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. BellSLS 16.2
2. CreacySLS 15.8
3. BoboSLS 14.9
4. WesleyDS 13.4
5. StearnesDS 13.1
6. RigginsDS 12.2
7. WellsSLS 11.1
8. PryorDS 9.2
9. Blackwell2TM 8.9
RussellSLS 8.9

AB per HR

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

1. WesleyDS 13.5
2. StearnesDS 19.3
3. RedusSLS 20.0
4. BoboSLS 23.1
5. CreacySLS 23.9
6. SuttlesBBB 26.3
7. Blackwell2TM 33.9
8. RussellSLS 35.4
9. TorrienteCAG 38.3
10. BellSLS 38.4

Outs Made

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

1. RigginsDS 267
2. WilliamsCAG 254
3. AllenKCM 251
BellSLS 251
Stratton3TM 251
6. SmithDS 248
7. GardnerCAG 245
8. WellsSLS 243
9. MooreKCM 237
10. StearnesDS 230

rOBA

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

1. WesleyDS .510
2. RedusSLS .488
3. StearnesDS .483
4. BoboSLS .479
5. BellSLS .433
6. RussellSLS .424
7. CreacySLS .416
8. SuttlesBBB .405
9. SmithDS .404
10. WilliamsBBB .402

Rbat+

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

1. WesleyDS 204
2. RedusSLS 193
3. StearnesDS 189
4. BoboSLS 186
5. RussellSLS 153
6. BellSLS 152
7. CreacySLS 145
8. SuttlesBBB 142
9. WilliamsBBB 140
10. SmithDS 138

More 1925 Negro National League Pages

1925 NNL Season

Minor Leagues

Standings

Fielding

Batting

Pitching

Managers

Fielding

Batting

Pitching

Leaders & Awards

Other