1978 Seattle Mariners
Baseball Player Won-Loss Records
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1978 Seattle Mariners
*
Traditional Statistics and Splits (Retrosheet)
Seattle Mariners -
Franchise Page
(Regular Season)
(
1978 American League
)
Positional Average
(Weighted Avg of Options): 0.500
(1-Year)
(9-Year)
(Long-Run)
Positional Averages for Pitchers
(Wgted Avg of Options): "0.500
"vs. Different Values for Starting vs. Relief Pitchers: (Empirical)
(Based on Pitchers who Do Both)
Basic Player Won-Lost Records
Position Players
(Sorted by pWORL)
Player
pWins
pLosses
pWOPA
pWORL
eWins
eLosses
eWOPA
eWORL
Leon Roberts
18.0
16.2
1.0
2.6
18.4
15.8
1.9
3.6
Bob Stinson
9.9
10.1
0.3
1.2
10.4
9.6
1.2
2.2
Steve Braun
2.2
2.0
0.1
0.4
2.0
2.2
-0.2
0.1
Jose Baez
1.5
1.5
0.0
0.2
1.5
1.5
0.1
0.2
Charlie Beamon Jr.
0.2
0.4
-0.2
-0.2
0.2
0.4
-0.2
-0.1
Tom Paciorek
7.8
8.6
-1.1
-0.3
8.3
8.1
-0.2
0.7
Craig Reynolds
15.5
18.9
-2.0
-0.3
17.2
17.1
1.4
3.1
Bob Robertson
4.4
5.2
-0.9
-0.3
4.8
4.8
-0.1
0.4
Larry Milbourne
6.4
7.8
-1.1
-0.4
6.2
8.0
-1.6
-0.9
Julio Cruz
15.8
19.0
-2.3
-0.6
16.8
18.0
-0.2
1.4
Bruce Bochte
14.2
15.8
-2.2
-0.6
14.8
15.1
-0.8
0.7
Kevin Pasley
0.7
1.7
-0.9
-0.8
0.9
1.4
-0.4
-0.3
Bill Plummer
1.6
2.9
-1.1
-0.9
1.9
2.6
-0.5
-0.3
Juan Bernhardt
3.6
5.2
-1.8
-1.4
4.0
4.8
-1.0
-0.6
Leroy Stanton
6.1
8.4
-2.6
-1.7
6.2
8.2
-2.3
-1.5
Bill Stein
10.4
13.4
-3.2
-2.0
11.0
12.7
-1.6
-0.5
Ruppert Jones
15.1
18.5
-3.7
-2.1
15.6
18.0
-2.7
-1.1
Dan T. Meyer
9.6
12.3
-3.5
-2.5
9.7
12.3
-3.3
-2.3
John Hale
5.9
9.2
-3.7
-3.0
6.8
8.3
-1.8
-1.1
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------
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SUB-TOTAL
148.8
177.1
-29.0
-12.7
156.9
169.0
-12.4
3.8
Basic Player Won-Lost Records
Pitchers
(Sorted by pWORL)
Player
pWins
pLosses
pWOPA
pWORL
eWins
eLosses
eWOPA
eWORL
Enrique Romo
6.6
7.1
-0.7
0.5
7.0
6.7
0.2
1.4
Tom House
4.1
4.4
-0.3
0.3
4.1
4.4
-0.3
0.3
Jim Todd
3.4
4.0
-0.6
-0.0
3.6
3.9
-0.4
0.2
Tom D. Brown
0.1
0.2
-0.1
-0.1
0.1
0.1
-0.0
0.0
Rick Jones
0.6
0.9
-0.3
-0.2
0.7
0.8
-0.2
-0.1
Shane Rawley
4.1
5.1
-1.1
-0.3
4.6
4.7
-0.1
0.6
Byron McLaughlin
6.1
7.4
-1.3
-0.4
6.3
7.2
-0.8
0.1
Paul Mitchell
9.6
11.5
-1.9
-0.5
9.5
11.5
-1.9
-0.6
John Montague
1.5
2.3
-0.9
-0.6
1.7
2.1
-0.4
-0.1
Steve Burke
1.1
1.9
-0.9
-0.6
1.5
1.5
-0.0
0.2
Mike Parrott
3.3
4.6
-1.3
-0.7
3.5
4.5
-1.0
-0.4
Rick Honeycutt
7.0
8.8
-1.8
-0.8
7.7
8.1
-0.4
0.6
Glenn Abbott
9.3
12.2
-2.8
-1.4
9.5
11.9
-2.3
-0.9
Dick Pole
4.9
7.7
-2.8
-1.9
5.1
7.4
-2.3
-1.4
Jim Colborn
5.6
8.6
-2.9
-2.0
6.0
8.2
-2.2
-1.3
------
------
------
------
------
------
------
------
SUB-TOTAL
67.2
86.9
-19.7
-8.8
71.0
83.1
-12.2
-1.3
pWins
pLosses
pWOPA
pWORL
eWins
eLosses
eWOPA
eWORL
TEAM TOTALS
216.0
264.0
-48.7
-21.5
227.9
252.1
-24.6
2.5
Basic Player Won-Lost Records
Position Players
(Sorted by pWORL)
Batting
Baserunning
Pitching
Fielding
Player
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
Leon Roberts
12.6
10.0
0.559
0.8
0.9
0.486
0.0
0.0
0.000
4.9
4.9
0.501
Bob Stinson
8.3
7.7
0.519
0.6
0.5
0.582
0.0
0.0
0.000
1.5
1.5
0.485
Steve Braun
1.8
1.8
0.493
0.1
0.1
0.535
0.0
0.0
0.000
0.1
0.2
0.311
Jose Baez
0.7
1.0
0.413
0.2
0.1
0.749
0.0
0.0
0.000
0.7
0.5
0.572
Charlie Beamon Jr.
0.1
0.2
0.374
0.0
0.1
0.274
0.0
0.0
0.000
0.0
0.0
0.517
Tom Paciorek
5.5
5.1
0.516
0.5
0.3
0.589
0.0
0.0
0.000
2.4
2.7
0.469
Craig Reynolds
9.8
10.1
0.493
1.3
0.9
0.578
0.0
0.0
0.000
6.0
6.1
0.498
Bob Robertson
4.5
4.2
0.516
0.2
0.3
0.404
0.0
0.0
0.000
0.1
0.3
0.288
Larry Milbourne
3.6
5.2
0.408
0.4
0.6
0.407
0.0
0.0
0.000
2.2
2.2
0.504
Julio Cruz
9.1
11.1
0.451
2.4
1.4
0.633
0.0
0.0
0.000
5.3
5.4
0.493
Bruce Bochte
10.2
10.1
0.503
0.8
0.9
0.476
0.0
0.0
0.000
3.9
4.1
0.485
Kevin Pasley
0.8
1.1
0.412
0.0
0.0
0.286
0.0
0.0
0.000
0.1
0.2
0.314
Bill Plummer
1.6
1.9
0.455
0.1
0.1
0.421
0.0
0.0
0.000
0.3
0.5
0.324
Juan Bernhardt
2.6
3.6
0.421
0.2
0.1
0.535
0.0
0.0
0.000
1.3
1.1
0.540
Leroy Stanton
5.0
6.9
0.417
0.3
0.4
0.462
0.0
0.0
0.000
1.0
0.9
0.528
Bill Stein
7.4
8.0
0.480
0.4
0.6
0.397
0.0
0.0
0.000
3.4
4.0
0.460
Ruppert Jones
8.6
10.2
0.458
1.5
1.6
0.494
0.0
0.0
0.000
5.5
6.1
0.474
Dan T. Meyer
7.6
9.6
0.442
0.8
0.7
0.535
0.0
0.0
0.000
1.5
1.9
0.434
John Hale
3.8
4.6
0.454
0.3
0.5
0.386
0.0
0.0
0.000
2.8
3.2
0.461
------
------
------
------
------
------
------
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SUB-TOTAL
103.6
112.4
0.480
11.1
10.1
0.523
0.0
0.0
0.000
42.8
45.9
0.482
Basic Player Won-Lost Records
Pitchers
(Sorted by pWORL)
Batting
Baserunning
Pitching
Fielding
Player
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
Enrique Romo
0.0
0.0
0.000
0.0
0.0
0.000
6.8
6.6
0.510
0.2
0.1
0.608
Tom House
0.0
0.0
0.000
0.0
0.0
0.000
4.1
4.3
0.484
0.1
0.1
0.522
Jim Todd
0.0
0.0
0.000
0.0
0.0
0.000
3.4
3.7
0.483
0.1
0.2
0.408
Tom D. Brown
0.0
0.0
0.000
0.0
0.0
0.000
0.1
0.1
0.482
0.0
0.0
0.826
Rick Jones
0.0
0.0
0.000
0.0
0.0
0.000
0.7
0.8
0.452
0.0
0.0
0.407
Shane Rawley
0.0
0.0
0.000
0.0
0.0
0.668
4.5
4.6
0.496
0.1
0.1
0.522
Byron McLaughlin
0.0
0.0
0.000
0.0
0.0
0.000
6.3
6.7
0.485
0.1
0.4
0.187
Paul Mitchell
0.0
0.0
0.000
0.0
0.0
0.000
9.5
11.2
0.459
0.2
0.2
0.538
John Montague
0.0
0.0
0.000
0.0
0.0
0.000
1.7
2.0
0.456
0.0
0.0
0.458
Steve Burke
0.0
0.0
0.000
0.0
0.0
0.000
1.5
1.5
0.497
0.0
0.0
0.766
Mike Parrott
0.0
0.0
0.000
0.0
0.0
0.000
3.4
4.2
0.447
0.1
0.2
0.381
Rick Honeycutt
0.0
0.0
0.000
0.0
0.0
0.000
7.4
7.7
0.490
0.3
0.4
0.452
Glenn Abbott
0.0
0.0
0.000
0.0
0.0
0.000
9.5
11.4
0.453
0.3
0.3
0.464
Dick Pole
0.0
0.0
0.000
0.0
0.0
0.000
5.2
7.2
0.421
0.1
0.1
0.567
Jim Colborn
0.0
0.0
0.000
0.0
0.0
0.000
5.9
7.7
0.435
0.2
0.3
0.429
------
------
------
------
------
------
------
------
------
------
------
------
SUB-TOTAL
0.0
0.0
0.000
0.0
0.0
0.668
70.0
79.8
0.467
1.9
2.4
0.441
Batting
Baserunning
Pitching
Fielding
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
eWins
eLoss
Win Pct.
TEAM TOTALS
103.6
112.4
0.480
11.1
10.1
0.523
70.0
79.8
0.467
44.7
48.3
0.480
eWin, eLoss, eWOPA by Position
Catcher
Player
eWins
eLosses
eWOPA
Bob Stinson
10.1
9.3
1.2
Bill Plummer
1.9
2.5
-0.5
Kevin Pasley
0.9
1.4
-0.4
------
------
------
TOTAL
12.9
13.2
0.3
First Base
Player
eWins
eLosses
eWOPA
Dan T. Meyer
9.7
12.0
-3.2
Juan Bernhardt
2.4
2.4
-0.2
Bob Robertson
1.3
1.6
-0.4
Charlie Beamon Jr.
0.2
0.2
0.0
Tom Paciorek
0.1
0.3
-0.2
Bruce Bochte
0.0
0.1
-0.1
------
------
------
TOTAL
13.7
16.6
-4.0
Second Base
Player
eWins
eLosses
eWOPA
Julio Cruz
16.3
17.5
-0.4
Larry Milbourne
2.2
2.1
0.2
Jose Baez
1.3
1.2
0.2
------
------
------
TOTAL
19.7
20.8
-0.1
Third Base
Player
eWins
eLosses
eWOPA
Bill Stein
11.0
12.6
-1.7
Larry Milbourne
2.0
3.5
-1.5
Juan Bernhardt
1.6
2.2
-0.6
Jose Baez
0.1
0.3
-0.2
------
------
------
TOTAL
14.6
18.6
-4.1
Shortstop
Player
eWins
eLosses
eWOPA
Craig Reynolds
17.1
17.0
1.4
Larry Milbourne
1.7
2.0
-0.2
Julio Cruz
0.3
0.3
0.0
------
------
------
TOTAL
19.1
19.4
1.2
Left Field
Player
eWins
eLosses
eWOPA
Bruce Bochte
9.2
9.7
-1.0
Tom Paciorek
6.9
6.5
0.1
Leroy Stanton
2.0
3.0
-1.2
John Hale
1.7
2.0
-0.4
Steve Braun
0.3
0.4
-0.1
Dan T. Meyer
0.1
0.1
-0.1
------
------
------
TOTAL
20.1
21.8
-2.6
Center Field
Player
eWins
eLosses
eWOPA
Ruppert Jones
15.6
17.9
-2.6
Bruce Bochte
2.0
1.8
0.2
John Hale
1.2
1.5
-0.4
Tom Paciorek
0.3
0.2
0.0
------
------
------
TOTAL
19.0
21.5
-2.8
Right Field
Player
eWins
eLosses
eWOPA
Leon Roberts
17.7
15.4
1.5
John Hale
3.8
4.5
-1.0
Steve Braun
0.0
0.1
-0.1
Leroy Stanton
0.0
0.1
-0.1
------
------
------
TOTAL
21.5
20.0
0.4
Designated Hitter
Player
eWins
eLosses
eWOPA
Leroy Stanton
4.3
5.0
-0.9
Bruce Bochte
3.3
3.4
-0.1
Bob Robertson
2.8
2.5
0.2
Steve Braun
1.4
1.3
0.1
Tom Paciorek
1.0
1.0
-0.0
Bob Stinson
0.0
0.2
-0.2
Leon Roberts
0.1
0.2
-0.1
Juan Bernhardt
0.1
0.1
-0.0
Bill Stein
0.1
0.1
-0.0
Larry Milbourne
0.0
0.1
-0.1
Charlie Beamon Jr.
0.0
0.1
-0.1
------
------
------
TOTAL
12.9
13.8
-1.3
Pinch Hitter
Player
eWins
eLosses
eWOPA
Bob Robertson
0.7
0.6
0.1
Leon Roberts
0.6
0.2
0.4
Steve Braun
0.4
0.5
-0.1
Bob Stinson
0.2
0.2
0.0
Larry Milbourne
0.3
0.1
0.2
Bruce Bochte
0.3
0.1
0.2
John Hale
0.1
0.2
-0.0
Tom Paciorek
0.0
0.2
-0.1
Jose Baez
0.1
0.1
-0.0
Leroy Stanton
0.0
0.1
-0.1
Ruppert Jones
0.0
0.1
-0.1
Bill Stein
0.0
0.1
-0.1
Craig Reynolds
0.0
0.1
-0.1
Dan T. Meyer
0.0
0.0
0.0
Bill Plummer
0.0
0.1
-0.1
Juan Bernhardt
0.0
0.0
-0.0
Charlie Beamon Jr.
0.0
0.1
-0.1
------
------
------
TOTAL
2.9
2.9
0.2
Pinch Runner
Player
eWins
eLosses
eWOPA
Julio Cruz
0.2
0.2
-0.0
Larry Milbourne
0.1
0.1
-0.0
Charlie Beamon Jr.
0.0
0.1
-0.0
John Hale
0.0
0.0
-0.0
Craig Reynolds
0.0
0.0
0.0
Jose Baez
0.0
0.0
0.0
Kevin Pasley
0.0
0.0
-0.0
Shane Rawley
0.0
0.0
0.0
Bob Stinson
0.0
0.0
-0.0
Juan Bernhardt
0.0
0.0
-0.0
------
------
------
TOTAL
0.4
0.5
-0.0
Pitcher Offense
Player
eWins
eLosses
eWOPA
------
------
------
TOTAL
0.0
0.0
0.0
Starting Pitching
Player
eWins
eLosses
eWOPA
Paul Mitchell
9.7
11.4
-1.6
Glenn Abbott
9.6
11.4
-1.8
Rick Honeycutt
7.6
7.9
-0.2
Jim Colborn
6.2
7.8
-1.5
Byron McLaughlin
6.2
6.6
-0.4
Dick Pole
5.1
6.7
-1.5
Tom House
2.5
2.6
-0.1
Mike Parrott
2.1
2.9
-0.7
Rick Jones
0.7
0.8
-0.2
Shane Rawley
0.5
0.4
0.2
Jim Todd
0.4
0.4
-0.0
------
------
------
TOTAL
50.7
59.0
-7.9
Relief Pitching
Player
eWins
eLosses
eWOPA
Enrique Romo
7.0
6.7
0.2
Shane Rawley
4.1
4.3
-0.3
Jim Todd
3.2
3.5
-0.3
John Montague
1.7
2.1
-0.4
Tom House
1.6
1.8
-0.2
Mike Parrott
1.4
1.6
-0.3
Steve Burke
1.5
1.5
-0.0
Byron McLaughlin
0.2
0.5
-0.3
Dick Pole
0.2
0.5
-0.3
Glenn Abbott
0.2
0.3
-0.1
Tom D. Brown
0.1
0.1
-0.0
Jim Colborn
0.1
0.2
-0.1
Rick Honeycutt
0.1
0.1
-0.0
Rick Jones
0.0
0.0
0.0
------
------
------
TOTAL
21.3
23.1
-2.2
Team eWins over Positional Average by Position
P
C
1B
2B
3B
SS
LF
CF
RF
Oth
1978 Seattle Mariners
-10.1
0.3
-4.0
-0.1
-4.1
1.2
-2.6
-2.8
0.4
-1.1
pWin, pLoss, pWOPA by Position
Catcher
Player
pWins
pLosses
pWOPA
Bob Stinson
9.8
9.6
0.6
Bill Plummer
1.6
2.8
-1.1
Kevin Pasley
0.7
1.7
-0.9
------
------
------
TOTAL
12.1
14.1
-1.3
First Base
Player
pWins
pLosses
pWOPA
Dan T. Meyer
9.5
12.2
-3.5
Juan Bernhardt
2.3
2.5
-0.4
Bob Robertson
1.1
1.9
-1.0
Charlie Beamon Jr.
0.2
0.2
-0.1
Tom Paciorek
0.1
0.3
-0.2
Bruce Bochte
0.1
0.1
-0.0
------
------
------
TOTAL
13.2
17.1
-5.1
Second Base
Player
pWins
pLosses
pWOPA
Julio Cruz
15.4
18.4
-2.2
Larry Milbourne
2.4
1.9
0.6
Jose Baez
1.3
1.1
0.3
------
------
------
TOTAL
19.1
21.4
-1.3
Third Base
Player
pWins
pLosses
pWOPA
Bill Stein
10.3
13.2
-3.0
Larry Milbourne
2.0
3.6
-1.7
Juan Bernhardt
1.3
2.5
-1.3
Jose Baez
0.1
0.3
-0.2
------
------
------
TOTAL
13.6
19.6
-6.2
Shortstop
Player
pWins
pLosses
pWOPA
Craig Reynolds
15.4
18.7
-1.9
Larry Milbourne
1.7
2.0
-0.1
Julio Cruz
0.2
0.4
-0.2
------
------
------
TOTAL
17.4
21.1
-2.2
Left Field
Player
pWins
pLosses
pWOPA
Bruce Bochte
8.6
10.2
-2.1
Tom Paciorek
6.4
7.0
-0.9
Leroy Stanton
2.3
2.7
-0.5
John Hale
1.4
2.3
-1.0
Steve Braun
0.2
0.4
-0.2
Dan T. Meyer
0.1
0.1
-0.1
------
------
------
TOTAL
19.1
22.8
-4.6
Center Field
Player
pWins
pLosses
pWOPA
Ruppert Jones
15.1
18.4
-3.6
Bruce Bochte
2.2
1.6
0.7
John Hale
1.1
1.7
-0.6
Tom Paciorek
0.2
0.2
0.0
------
------
------
TOTAL
18.6
21.9
-3.6
Right Field
Player
pWins
pLosses
pWOPA
Leon Roberts
17.4
15.7
0.8
John Hale
3.2
5.1
-2.3
Steve Braun
0.0
0.1
-0.1
Leroy Stanton
0.0
0.1
-0.1
------
------
------
TOTAL
20.6
21.0
-1.5
Designated Hitter
Player
pWins
pLosses
pWOPA
Leroy Stanton
3.7
5.5
-1.9
Bruce Bochte
2.9
3.8
-1.0
Bob Robertson
2.9
2.4
0.4
Steve Braun
1.7
0.9
0.8
Tom Paciorek
1.0
0.9
0.1
Bob Stinson
0.0
0.2
-0.3
Leon Roberts
0.1
0.2
-0.1
Juan Bernhardt
0.0
0.1
-0.1
Bill Stein
0.1
0.1
-0.0
Larry Milbourne
0.0
0.1
-0.1
Charlie Beamon Jr.
0.0
0.1
-0.1
------
------
------
TOTAL
12.5
14.3
-2.3
Pinch Hitter
Player
pWins
pLosses
pWOPA
Bob Robertson
0.5
0.9
-0.4
Leon Roberts
0.5
0.3
0.2
Steve Braun
0.2
0.7
-0.4
Bob Stinson
0.2
0.3
-0.1
Larry Milbourne
0.3
0.1
0.2
Bruce Bochte
0.3
0.1
0.3
John Hale
0.2
0.1
0.1
Tom Paciorek
0.0
0.2
-0.2
Jose Baez
0.1
0.1
-0.0
Leroy Stanton
0.0
0.1
-0.1
Ruppert Jones
0.0
0.1
-0.1
Bill Stein
0.0
0.1
-0.1
Craig Reynolds
0.0
0.1
-0.1
Dan T. Meyer
0.0
0.0
-0.0
Bill Plummer
0.0
0.1
-0.1
Juan Bernhardt
0.0
0.1
-0.1
Charlie Beamon Jr.
0.0
0.1
-0.1
------
------
------
TOTAL
2.2
3.5
-1.0
Pinch Runner
Player
pWins
pLosses
pWOPA
Julio Cruz
0.2
0.2
0.0
Larry Milbourne
0.1
0.1
-0.1
Charlie Beamon Jr.
0.0
0.1
-0.0
John Hale
0.1
0.0
0.0
Craig Reynolds
0.0
0.0
0.0
Jose Baez
0.0
0.0
0.0
Kevin Pasley
0.0
0.0
-0.0
Shane Rawley
0.0
0.0
-0.0
Bob Stinson
0.0
0.0
-0.0
Juan Bernhardt
0.0
0.0
0.0
------
------
------
TOTAL
0.4
0.5
0.0
Pitcher Offense
Player
pWins
pLosses
pWOPA
------
------
------
TOTAL
0.0
0.0
0.0
Starting Pitching
Player
pWins
pLosses
pWOPA
Paul Mitchell
9.6
11.5
-1.9
Glenn Abbott
9.2
11.9
-2.6
Rick Honeycutt
6.9
8.7
-1.7
Jim Colborn
5.6
8.4
-2.7
Byron McLaughlin
5.9
7.0
-1.0
Dick Pole
4.8
7.1
-2.2
Tom House
2.4
2.7
-0.3
Mike Parrott
2.1
2.9
-0.8
Rick Jones
0.6
0.9
-0.3
Shane Rawley
0.3
0.6
-0.3
Jim Todd
0.3
0.6
-0.3
------
------
------
TOTAL
47.5
62.1
-14.2
Relief Pitching
Player
pWins
pLosses
pWOPA
Enrique Romo
6.6
7.1
-0.7
Shane Rawley
3.8
4.6
-0.8
Jim Todd
3.2
3.4
-0.3
John Montague
1.5
2.3
-0.9
Tom House
1.7
1.7
0.0
Mike Parrott
1.3
1.7
-0.5
Steve Burke
1.1
1.9
-0.9
Byron McLaughlin
0.2
0.5
-0.3
Dick Pole
0.1
0.6
-0.5
Glenn Abbott
0.1
0.3
-0.2
Tom D. Brown
0.1
0.2
-0.1
Jim Colborn
0.0
0.2
-0.2
Rick Honeycutt
0.1
0.1
-0.1
Rick Jones
0.0
0.0
0.0
------
------
------
TOTAL
19.7
24.7
-5.5
Team pWins over Positional Average by Position
P
C
1B
2B
3B
SS
LF
CF
RF
Oth
1978 Seattle Mariners
-19.7
-1.3
-5.1
-1.3
-6.2
-2.2
-4.6
-3.6
-1.5
-3.3
*
Player won-loss records are calculated using Retrosheet play-by-play data. For some seasons, Retrosheet does not have full play-by-play data for all games. In these cases, some games may be missing.
The number of Games shown here are the number of games for which Retrosheet play-by-play data exist and were used in these calculations.
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