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 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. OttNYG 8.8
2. VaughanPIT 8.8
3. LeeCHC 8.2
4. FoxxBOS 7.4
5. GreenbergDET 6.5
6. MizeSTL 6.4
7. CliftSLB 6.3
8. GoodmanCIN 6.2
9. CroninBOS 6.1
10. RuffingNYY 6.0

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. OttNYG 8.8
2. VaughanPIT 8.8
3. FoxxBOS 7.4
4. GreenbergDET 6.5
5. MizeSTL 6.4
6. CliftSLB 6.3
7. GoodmanCIN 6.2
8. CroninBOS 6.1
9. HackCHC 5.8
10. DiMaggioNYY 5.6

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. OttNYG 8.3
2. FoxxBOS 7.9
3. VaughanPIT 7.0
4. MizeSTL 6.5
5. GreenbergDET 6.4
6. CliftSLB 6.1
7. HackCHC 5.6
8. CroninBOS 5.6
9. DiMaggioNYY 5.4
10. GoodmanCIN 5.4

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. VaughanPIT 2.9
2. YoungPIT 2.7
3. BartellNYG 2.3
4. HermanCHC 2.1
5. CrosettiNYY 1.8
6. CroninBOS 1.4
7. GordonNYY 1.3
8. TravisWSH 1.3
9. RogellDET 1.3
10. MyersCIN 1.2

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. LeonardHG .416
2. Whatley2TM .396
3. ReevesBCA .386
4. WilliamsPC .384
5. GibsonHG .368
6. DandridgeNE .366
7. HughesBEG .362
8. Spearman3TM .354
9. RogersMRS .353
10. BrownKCM .352

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. LeonardHG .495
2. GibsonHG .463
3. FoxxBOS .462
4. MyerWSH .454
5. OttNYG .442
6. Whatley2TM .439
7. GreenbergDET .438
8. WilliamsPC .438
9. ReevesBCA .434
10. VaughanPIT .433

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. LeonardHG .711
2. FoxxBOS .704
3. GibsonHG .703
4. GreenbergDET .683
5. WilliamsPC .623
6. MizeSTL .614
7. BrownKCM .606
8. HeathCLE .602
9. ReevesBCA .583
10. OttNYG .583

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. LeonardHG 1.206
2. FoxxBOS 1.166
3. GibsonHG 1.166
4. GreenbergDET 1.122
5. WilliamsPC 1.061
6. MizeSTL 1.036
7. OttNYG 1.024
8. ReevesBCA 1.017
9. HughesBEG .999
10. StoneNE .996

Games Played

Games Played or Pitched

1. CrosettiNYY 157
GehrigNYY 157
3. FoxDET 155
GreenbergDET 155
5. HackCHC 152
HermanCHC 152
GehringerDET 152
JohnsonPHA 152
9. CraftCIN 151
McCormickCIN 151
RolfeNYY 151
LewisWSH 151

At Bats

At Bats

1. CramerBOS 658
2. LewisWSH 656
3. McCormickCIN 640
4. FoxDET 634
5. Almada2TM 633
6. CrosettiNYY 631
RolfeNYY 631
8. WanerPIT 625
9. HermanCHC 624
10. VosmikBOS 621

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. CrosettiNYY 757
2. LewisWSH 724
3. CramerBOS 717
4. RolfeNYY 715
5. HackCHC 707
6. HermanCHC 696
7. VosmikBOS 690
8. GehringerDET 689
GehrigNYY 689
Almada2TM 689

Runs Scored

Runs Scored/Allowed

1. GreenbergDET 143
2. FoxxBOS 139
3. GehringerDET 133
4. RolfeNYY 132
5. DiMaggioNYY 129
6. LewisWSH 122
7. VosmikBOS 121
8. CliftSLB 119
9. CramerBOS 116
OttNYG 116

Hits

Hits/Hits Allowed

1. McCormickCIN 209
2. VosmikBOS 201
3. CramerBOS 198
4. FoxxBOS 197
Almada2TM 197
6. RolfeNYY 196
7. HackCHC 195
McQuinnSLB 195
9. DiMaggioNYY 194
WanerPIT 194
LewisWSH 194

Total Bases

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

1. FoxxBOS 398
2. GreenbergDET 380
3. DiMaggioNYY 348
4. MizeSTL 326
5. MedwickSTL 316
6. JohnsonPHA 311
7. OttNYG 307
8. GoodmanCIN 303
9. HeathCLE 302
10. GehrigNYY 301

Doubles

Doubles Hit/Allowed

1. CroninBOS 51
2. MedwickSTL 47
3. McQuinnSLB 42
4. ChapmanBOS 40
McCormickCIN 40
TroskyCLE 40
7. VosmikBOS 37
8. CramerBOS 36
LaryCLE 36
RolfeNYY 36
MartinPHI 36
YoungPIT 36

Triples

Triples Hit/Allowed

1. HeathCLE 18
2. MizeSTL 16
3. AverillCLE 15
GutteridgeSTL 15
5. SuhrPIT 14
6. KoyBRO 13
RiggsCIN 13
DiMaggioNYY 13
9. KreevichCHW 12
CampbellCLE 12
FinneyPHA 12

Home Runs

Home Runs Hit/Allowed

1. GreenbergDET 58
2. FoxxBOS 50
3. OttNYG 36
4. CliftSLB 34
5. YorkDET 33
6. DiMaggioNYY 32
7. GoodmanCIN 30
JohnsonPHA 30
9. GehrigNYY 29
10. DickeyNYY 27
MizeSTL 27

Runs Batted In

Runs Batted In

1. FoxxBOS 175
2. GreenbergDET 147
3. DiMaggioNYY 140
4. YorkDET 126
5. MedwickSTL 122
6. CliftSLB 118
7. OttNYG 116
8. DickeyNYY 115
9. GehrigNYY 114
BonuraWSH 114

Bases on Balls

Bases on Balls/Walks

1. FoxxBOS 119
CamilliBRO 119
GreenbergDET 119
4. OttNYG 118
CliftSLB 118
6. GehringerDET 113
7. GehrigNYY 107
8. CrosettiNYY 106
9. VaughanPIT 104
10. HackCHC 94

Strikeouts

Strikeouts

1. DiMaggioBSN 134
2. CamilliBRO 101
3. CrosettiNYY 97
4. ChapmanPHA 94
5. GreenbergDET 92
6. BergerCHW 80
MyersCIN 80
8. FoxxBOS 76
HudsonBRO 76
KoyBRO 76

Stolen Bases

Stolen Bases

1. CrosettiNYY 27
2. MiltonKCM 26
3. LaryCLE 23
4. BrownKCM 20
5. WerberPHA 19
6. LewisWSH 17
7. HackCHC 16
FoxDET 16
9. KoyBRO 15
LavagettoBRO 15
MosesPHA 15

Singles

Singles Hit/Allowed

1. McCormickCIN 160
2. Almada2TM 158
3. WanerPIT 157
4. CramerBOS 154
5. TravisWSH 150
6. VosmikBOS 149
7. HackCHC 146
8. RolfeNYY 142
9. LewisWSH 138
10. MosesPHA 136

Adjusted OPS+

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

1. LeonardHG 215
2. GibsonHG 204
3. ReevesBCA 190
4. FoxxBOS 183
5. BrownKCM 182
6. OttNYG 178
7. WilliamsPC 177
8. MizeSTL 176
9. GreenbergDET 169
10. Whatley2TM 166

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. FoxxBOS 183
2. GreenbergDET 164
3. MizeSTL 136
4. DiMaggioNYY 135
5. OttNYG 133
6. JohnsonPHA 124
CliftSLB 124
8. GehrigNYY 123
9. TroskyCLE 122
10. CroninBOS 120

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. FoxxBOS 75
2. OttNYG 63
3. GreenbergDET 61
4. MizeSTL 57
5. CliftSLB 40
6. VaughanPIT 38
7. JohnsonPHA 37
8. GoodmanCIN 35
9. LombardiCIN 34
10. AverillCLE 33

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. FoxxBOS 6.7
2. OttNYG 6.2
3. MizeSTL 5.6
4. GreenbergDET 5.5
5. VaughanPIT 3.8
6. CliftSLB 3.6
7. GoodmanCIN 3.5
8. LombardiCIN 3.4
9. JohnsonPHA 3.3
10. MedwickSTL 3.2

Extra Base Hits

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

1. FoxxBOS 92
2. GreenbergDET 85
3. DiMaggioNYY 77
MizeSTL 77
5. MedwickSTL 76
6. CroninBOS 73
7. HeathCLE 70
8. TroskyCLE 68
9. GoodmanCIN 67
GehrigNYY 67

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. FoxxBOS 316
2. GreenbergDET 297
3. GehringerDET 291
4. HackCHC 289
5. OttNYG 287
CrosettiNYY 287
7. GehrigNYY 282
8. VaughanPIT 280
9. CliftSLB 278
10. RolfeNYY 273

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. LeonardHG .885
2. GibsonHG .857
3. ReevesBCA .847
4. FoxxBOS .837
5. WilliamsPC .822
6. MizeSTL .820
7. BrownKCM .815
8. Whatley2TM .810
9. OttNYG .805
10. GreenbergDET .796

Hit By Pitch

Times Hit by a Pitch.

1. GoodmanCIN 15
CrosettiNYY 15
3. BartellNYG 8
4. LodigianiPHA 7
5. CroninBOS 5
JurgesCHC 5
RiggsCIN 5
RogellDET 5
OttNYG 5
RippleNYG 5
GehrigNYY 5
WilsonPC 5
RizzoPIT 5
CliftSLB 5

Sacrifice Hits

Sacrifice Hits (Sacrifice Bunts)

1. DoerrBOS 22
2. HaleCLE 18
3. YoungPHI 15
4. RippleNYG 14
HarrisPS 14
NewsomSLB 14
Stripp2TM 14
8. RiggsCIN 13
MeltonNYG 13
McQuinnSLB 13
TravisWSH 13

Intentional Bases on Balls

<strong>Intentional Bases on Balls</strong><br>First tracked in 1955.

1. LombardiCIN 21
2. GreenbergDET 15
3. OttNYG 13
4. FoxxBOS 12
CollinsCHC 12
VaughanPIT 12
7. DickeyNYY 11
DiMaggioNYY 11
SuhrPIT 11
MedwickSTL 11
MizeSTL 11

Double Plays Grounded Into

<strong>Double Plays Grounded Into</strong><br>Only includes standard 6-4-3, 4-3, etc. double plays.<br>First tracked in 1933.<br>For gamelogs only in seasons we have play-by-play, we include triple plays as well.<br>All official seasonal totals do not include GITP's.

1. LombardiCIN 30
2. ToddPIT 25
3. HermanCHC 24
4. JurgesCHC 22
5. MedwickSTL 21
6. HudsonBRO 20
7. CuccinelloBSN 19
RippleNYG 19
9. DemareeCHC 17
10. RizzoPIT 16
WanerPIT 16

Caught Stealing

Caught Stealing

1. HackCHC 15
WerberPHA 15
3. CrosettiNYY 12
4. KoyBRO 11
GutteridgeSTL 11
6. DoerrBOS 10
7. CramerBOS 9
HigginsBOS 9
DiMaggioBSN 9
LewisWSH 9

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. GehringerDET 16.5
2. CliftSLB 15.5
3. GordonNYY 15.3
4. LewisWSH 14.1
5. WerberPHA 13.9
6. JohnsonPHA 13.8
7. CrosettiNYY 13.5
8. KoyBRO 12.7
9. GreenbergDET 12.5
10. DiMaggioBSN 12.3

AB per SO

<strong>At Bats Per Strikeout</strong><br>For career marks this only includes AB&#x2019;s for seasons where SO&#x2019;s were tracked.

1. WanerPIT 56.3
2. BrownSTL 42.4
3. McCormickCIN 37.6
4. SullivanSLB 37.5
5. CooneyBSN 36.0
6. LombardiCIN 34.9
7. CramerBOS 34.6
8. RadcliffCHW 29.6
9. DiMaggioNYY 28.5
10. OwenSTL 28.4

AB per HR

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

1. GreenbergDET 9.6
2. FoxxBOS 11.3
3. GibsonHG 14.0
4. YorkDET 14.0
5. OttNYG 14.6
6. CliftSLB 15.7
7. DickeyNYY 16.8
8. GordonNYY 18.3
9. LeonardHG 18.4
10. DiMaggioNYY 18.7

Outs Made

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

1. HermanCHC 487
2. CrosettiNYY 482
3. WanerPIT 481
4. LewisWSH 480
5. CramerBOS 474
6. FoxDET 463
7. CraftCIN 462
8. McCormickCIN 456
9. WanerPIT 452
10. Almada2TM 448

Base-Out Runs Added (RE24)

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

1. FoxxBOS 90.48
2. AverillCLE 59.47
3. OttNYG 58.35
4. YorkDET 55.79
5. MizeSTL 52.46
6. GreenbergDET 52.12
7. MedwickSTL 49.57
8. DiMaggioNYY 46.12
9. DickeyNYY 45.54
10. HeathCLE 43.26

Win Probability Added (WPA)

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

1. FoxxBOS 6.9
2. OttNYG 5.8
3. MizeSTL 5.2
4. AverillCLE 5.0
5. HeathCLE 5.0
6. YorkDET 4.9
7. DiMaggioNYY 4.7
8. GoodmanCIN 4.3
9. CliftSLB 4.2
10. GreenbergDET 4.1

Situ. Wins Added (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. FoxxBOS 7.2
2. MizeSTL 5.5
3. GreenbergDET 5.4
4. OttNYG 4.7
5. GehrigNYY 4.5
6. DiMaggioNYY 4.4
7. AverillCLE 4.0
8. CliftSLB 4.0
9. GoodmanCIN 3.7
10. LombardiCIN 3.5

Championship WPA (cWPA)

<strong>Championship Win Probability Added for Offensive Player</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. OttNYG 15.5
2. HartnettCHC 14.6
3. AverillCLE 14.3
4. VaughanPIT 13.9
5. SuhrPIT 13.2
6. RizzoPIT 11.6
7. HeathCLE 10.5
8. CollinsCHC 9.6
9. HackCHC 8.9
10. DiMaggioNYY 8.5

Base-Out Wins Added (REW)

<strong>Base-Out Wins Added (REW)</strong><br>This is the number of wins above average the player was worth by their performance measured by the 24 <br>base-out situations across every play in the game.

1. FoxxBOS 7.8
2. OttNYG 5.8
3. AverillCLE 5.4
4. MizeSTL 5.1
5. YorkDET 4.8
6. MedwickSTL 4.8
7. GreenbergDET 4.5
8. GoodmanCIN 4.3
9. DiMaggioNYY 4.1
10. DickeyNYY 4.1

rOBA

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

1. LeonardHG .528
2. GibsonHG .505
3. FoxxBOS .496
4. GreenbergDET .473
5. WilliamsPC .469
6. ReevesBCA .464
7. MizeSTL .458
8. OttNYG .455
9. BrownKCM .454
10. HughesBEG .446

Rbat+

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

1. LeonardHG 211
2. GibsonHG 197
3. OttNYG 189
4. FoxxBOS 188
5. MizeSTL 186
6. ReevesBCA 182
7. WilliamsPC 176
8. BrownKCM 172
9. GreenbergDET 171
10. Whatley2TM 165