Do Pitchers Give Up their Expected Number of Runs Based on OPS?

by Cyril Morong

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Yes, for the most part they do. (compare this to how well the Component ERA of Bill James does at my site The Accuracy of Component ERA) NOTE: ADDITIONAL INFORMATION WAS ADDED JULY 11, 2005. I EXPANDED THE REGRESSION BELOW TO INCLUDE A DUMMY VARIABLE FOR LEFT HANDED PITCHERS AND A VARIABLE FOR STRIKEOUTS. The results are even more accurate than what I first had here. On July 13, information about a single season study was added. That information is below as well.

There is a very strong relationship between the OPS a pitcher allows and his ERA (as well as his runs per 9 innings).

I took all of the pitchers who had at least 1000 IP from 1991-2000. Then I looked for their data in my STATS, INC Player Profiles books from 1996 and 2001, to cover the years 1991-2000. Those books gave 5 year totals. If a pitcher did not appear in both editions, he was left out. Also left out were pitchers who pitched so much in relief that they had no column for run support. That left 59 pitchers (for Gooden, I used the years 1990-94 and 1996-2000).

Those books give OBP and SLG allowed. For the entire 10 year period, I calculated their OBP and SLG as a weighted average of the two 5 year periods by IP (BFP and AB would be better, but this is probably fairly accurate and required alot less data entry-in any case, it would just distort the real OPS and bias the study against finding a strong relation).

First, I looked at runs allowed per 9 innings as a function of OPS. The regression equation was

R/9 = 11.26*OPS - 3.72

The r-squared was .92, meaning that 92% of the variation was explained by the equation. The standard error was .157. That would be about 25 runs over a 162 game season. For a guy pitching 225 innings, about 4 runs. The relationship was even closer if I used ERA, since pitchers have different fielders behind them (r-squared was .939). The regression with ERA and OPS broken down into OBP and SLG had a standard error of .129.

For all teams (on offense) from 1991-98, the runs per game regression was

R/G = 12.62*OPS - 4.69

The r-squared was .908 and the standard error was .171. So, OPS is even a better predictor for pitchers than it is for team offense. The relationship is different, as you can see in the slope and the intercept. Why this is, I don’t know. Please email me if you have an explanation. For pitchers, the scatter diagram looks very linear.

In the table below, I show each pitcher’s predicted ERA based on the following equation:

ERA = 11.93*OBP + 10.21*SLG – 3.91

Only 3 pitchers are off by more than .25 runs in their ERA. In 225 IP (or 25 complete games), that is within 6 runs. That is about a full season for most pitchers. Even Hampton, who saved the most runs (.349 per 9 IP), would save only about 8 runs.

Pitcher	OBP	SLG	ERA	Pred	Diff
Mike Hampton	0.330	0.368	3.44	3.79	-0.349
Tom Glavine	0.309	0.350	3.13	3.36	-0.232
Kirk Rueter	0.326	0.427	4.16	4.35	-0.188
Steve Trachsel	0.332	0.445	4.42	4.60	-0.182
Ismael Valdes	0.304	0.394	3.59	3.75	-0.163
Scott Karl	0.356	0.454	4.82	4.98	-0.162
Andy Pettitte	0.336	0.396	3.99	4.15	-0.159
Armando Reynoso	0.348	0.450	4.68	4.84	-0.157
Shane Reynolds	0.310	0.412	3.85	4.00	-0.152
Pat Hentgen	0.331	0.422	4.21	4.36	-0.148
Bobby Jones	0.322	0.423	4.13	4.26	-0.128
Alex Fernandez	0.311	0.397	3.73	3.86	-0.127
Denny Neagle	0.312	0.414	3.92	4.04	-0.122
Chuck Finley	0.332	0.391	3.95	4.06	-0.107
Ken Hill	0.335	0.390	3.98	4.08	-0.101
Jeff Fassero	0.321	0.397	3.89	3.98	-0.092
Charles Nagy	0.331	0.422	4.28	4.36	-0.078
Mike Mussina	0.293	0.393	3.53	3.60	-0.075
Brad Radke	0.312	0.447	4.32	4.39	-0.071
Pete Harnisch	0.305	0.396	3.72	3.78	-0.062
Pat Rapp	0.365	0.418	4.67	4.73	-0.059
Kevin Brown	0.302	0.342	3.15	3.20	-0.048
Greg Maddux	0.269	0.316	2.50	2.54	-0.044
Al Leiter	0.332	0.355	3.65	3.69	-0.043
Andy Ashby	0.322	0.411	4.10	4.13	-0.034
Andy Benes	0.314	0.399	3.90	3.92	-0.025
Darryl Kile	0.343	0.402	4.27	4.29	-0.022
Dave Burba	0.335	0.409	4.26	4.27	-0.011
Orel Hershiser	0.331	0.405	4.17	4.18	-0.010
Aaron Sele	0.349	0.411	4.46	4.47	-0.006
Randy Johnson	0.298	0.329	3.03	3.01	0.023
Omar Olivares	0.353	0.416	4.59	4.57	0.024
Jon Lieber	0.314	0.436	4.32	4.29	0.026
Joey Hamilton	0.332	0.390	4.07	4.04	0.032
David Cone	0.311	0.358	3.50	3.46	0.039
Kenny Rogers	0.332	0.404	4.22	4.18	0.042
Roger Clemens	0.300	0.341	3.20	3.16	0.042
Ramon Martinez	0.324	0.367	3.76	3.71	0.046
Pedro Astacio	0.331	0.425	4.44	4.39	0.052
Todd Stottlemyre	0.326	0.405	4.18	4.12	0.055
Kevin Tapani	0.318	0.434	4.37	4.31	0.057
Tim Belcher	0.335	0.426	4.50	4.44	0.059
David Wells	0.309	0.427	4.20	4.14	0.060
Mark Clark	0.329	0.443	4.61	4.55	0.061
Pete Schourek	0.334	0.434	4.59	4.52	0.070
Jamie Moyer	0.315	0.418	4.20	4.13	0.074
Kevin Appier	0.312	0.367	3.65	3.57	0.079
Curt Schilling	0.286	0.371	3.38	3.30	0.082
Sterling Hitchcock	0.335	0.441	4.69	4.60	0.087
Scott Erickson	0.344	0.413	4.52	4.42	0.104
Pedro Martinez	0.270	0.319	2.68	2.57	0.105
John Burkett	0.329	0.418	4.41	4.29	0.122
Mark Gardner	0.329	0.435	4.61	4.47	0.143
Frank Castillo	0.327	0.427	4.52	4.35	0.166
Dwight Gooden	0.332	0.398	4.32	4.12	0.200
Hideo Nomo	0.316	0.381	3.97	3.76	0.213
Cal Eldred	0.332	0.416	4.52	4.30	0.216
Juan Guzman	0.325	0.375	4.08	3.80	0.278
Jaime Navarro	0.343	0.427	4.84	4.55	0.290

Additional Information

Bob Clark of Louisville suggested that I take lefties into account in looking at component ERA (ERC). The big reason to me might be that lefties face more right handed batters so they might get more GIDPs. So they might have lower ERAs than projected based on hits, BBs, and HRs than RHPs. The same should hold for OBP and SLG. Also, the more strikeouts a pitcher has, the fewer GIDPs he will probably have. That might increase runs allowed

Using the same data as above, the regression equation is

ERA = -4.7 - .096*DUM +.336*SO + 10.78*SLG + 13.01*OBP

DUM was 1 for a lefty and 0 for a righty. SO is strikeouts per IP. The r-squared was .952 and the standard error was .1186. All the variables were statistically significant.

Below is how each pitcher came out. Compared to the above model, the average absolute DIFF fell from .10176 to .0923.

Pitcher	OBP	SLG	SO/IP	Left	ERA	Pred	DIFF
Mike Hampton	0.330	0.368	0.676	1	3.440	3.692	-0.252
Steve Trachsel	0.332	0.445	0.697	0	4.420	4.651	-0.231
Shane Reynolds	0.310	0.412	0.850	0	3.850	4.060	-0.210
Armando Reynoso	0.348	0.450	0.521	0	4.680	4.853	-0.173
Pat Hentgen	0.331	0.422	0.636	0	4.210	4.369	-0.159
Ismael Valdes	0.304	0.394	0.733	0	3.590	3.749	-0.159
Alex Fernandez	0.311	0.397	0.712	0	3.730	3.865	-0.135
Bobby Jones	0.322	0.423	0.588	0	4.130	4.247	-0.117
Charles Nagy	0.331	0.422	0.652	0	4.280	4.374	-0.094
Pat Rapp	0.365	0.418	0.610	0	4.670	4.760	-0.090
Tom Glavine	0.309	0.350	0.660	1	3.130	3.219	-0.089
Darryl Kile	0.343	0.402	0.777	0	4.270	4.357	-0.087
Ken Hill	0.335	0.390	0.598	0	3.980	4.064	-0.084
Scott Karl	0.356	0.454	0.512	1	4.820	4.902	-0.082
Dave Burba	0.335	0.409	0.810	0	4.260	4.340	-0.080
Andy Pettitte	0.336	0.396	0.668	1	3.990	4.069	-0.079
Mike Mussina	0.293	0.393	0.764	0	3.530	3.605	-0.075
Chuck Finley	0.332	0.391	0.845	1	3.950	4.022	-0.072
Aaron Sele	0.349	0.411	0.774	0	4.460	4.531	-0.071
Brad Radke	0.312	0.447	0.614	0	4.320	4.384	-0.064
Denny Neagle	0.312	0.414	0.753	1	3.920	3.979	-0.059
Andy Benes	0.314	0.399	0.809	0	3.900	3.958	-0.058
Kirk Rueter	0.326	0.427	0.500	1	4.160	4.216	-0.056
Pete Harnisch	0.305	0.396	0.710	0	3.720	3.776	-0.056
Jeff Fassero	0.321	0.397	0.831	1	3.890	3.939	-0.049
Andy Ashby	0.322	0.411	0.659	0	4.100	4.141	-0.041
Randy Johnson	0.298	0.329	1.286	1	3.030	3.060	-0.030
Jon Lieber	0.314	0.436	0.779	0	4.320	4.347	-0.027
Kevin Brown	0.302	0.342	0.756	0	3.150	3.170	-0.020
David Cone	0.311	0.358	0.926	0	3.500	3.516	-0.016
Pedro Astacio	0.331	0.425	0.777	0	4.440	4.449	-0.009
Roger Clemens	0.300	0.341	0.966	0	3.200	3.204	-0.004
Orel Hershiser	0.331	0.405	0.599	0	4.170	4.173	-0.003
Al Leiter	0.332	0.355	0.859	1	3.650	3.639	0.011
Todd Stottlemyre	0.326	0.405	0.763	0	4.180	4.164	0.016
Joey Hamilton	0.332	0.390	0.667	0	4.070	4.047	0.023
Omar Olivares	0.353	0.416	0.533	0	4.590	4.556	0.034
Kevin Tapani	0.318	0.434	0.637	0	4.370	4.330	0.040
Pedro Martinez	0.270	0.319	1.153	0	2.680	2.639	0.041
Greg Maddux	0.269	0.316	0.752	0	2.500	2.459	0.041
Ramon Martinez	0.324	0.367	0.717	0	3.760	3.712	0.048
Curt Schilling	0.286	0.371	0.926	0	3.380	3.331	0.049
Mark Clark	0.329	0.443	0.584	0	4.610	4.552	0.058
Tim Belcher	0.335	0.426	0.564	0	4.500	4.440	0.060
Kevin Appier	0.312	0.367	0.797	0	3.650	3.583	0.067
Hideo Nomo	0.316	0.381	1.054	0	3.970	3.872	0.098
John Burkett	0.329	0.418	0.657	0	4.410	4.307	0.103
Mark Gardner	0.329	0.435	0.701	0	4.610	4.505	0.105
Scott Erickson	0.344	0.413	0.551	0	4.520	4.413	0.107
Sterling Hitchcock	0.335	0.441	0.788	1	4.690	4.581	0.109
Pete Schourek	0.334	0.434	0.709	1	4.590	4.466	0.124
Frank Castillo	0.327	0.427	0.695	0	4.520	4.391	0.129
Kenny Rogers	0.332	0.404	0.628	1	4.220	4.090	0.130
David Wells	0.309	0.427	0.668	1	4.200	4.052	0.148
Dwight Gooden	0.332	0.398	0.706	0	4.320	4.147	0.173
Jamie Moyer	0.315	0.418	0.599	1	4.200	4.010	0.190
Cal Eldred	0.332	0.416	0.658	0	4.520	4.325	0.195
Juan Guzman	0.325	0.375	0.838	0	4.080	3.852	0.228
Jaime Navarro	0.343	0.427	0.547	0	4.840	4.549	0.291

Single Season Data

The data set included all pitchers who had 162+ IP from 1994-2000 (529 pitchers). The regression equation was

ERA = -4.99 - .05*DUM +.302*SO + 10.31*SLG + 14.45* OBP

The r-squared was .837 and the standard error was .351. Each Pitcher’s prediction and their relevant data is given below. It is not as accurate as the previous regression, in part because there is so much randomness in single season data.

But first, I want to discuss a problem of possible bias in the regression. It seems as actual ERAs increase, the difference (DIFF) between actual ERA and the predicted ERA increases, with the highest ERA pitchers having actual ERAs much higher than predicted..

The table below summarizes how well pitchers at various levels of ERAs were predicted. A negative number means that actual ERA was less than predicted ERA and a positive number the opposite. The number stated is the average DIFF for the range of ERAs shown. The last number is the number of pitchers in the bracket.

Range of ERAs	AVG DIFF	# of Pitchers
1.5-1.99	0.227	5
2-2.49	-0.100	10
2.5-2.99	0.164	30
3-3.49	-0.141	67
3.5-3.99	-0.109	98
4-4.49	-0.067	127
5-5.49	0.204	57
5.5-5.99	0.519	21
6-6.66	0.584	11

It seems like all pitchers below an ERA of 5.49 are reasonably well predicted. But over that, there seems to be an extreme bias. Their actual ERAs are much worse than predicted.

I tried some non-linear techniques to eliminate this bias. But the results were generally not any better. I also tried looking for a structural break, serial correlation and heteroskedasticity. But I could not find anything going on. For some reason that I cannot determine, high ERA pitchers don’t get well predicted and they get over predicted.

But there seems to be no bias for pitchers with high OPS. They are fairly well predicted. Jose Lima (2000), was the only pitcher over .900 in OPS with .942. There was also no correlation between the prediction error and OBP, SLG or OPS.

Range of OPS	AVG DIFF	# of Pitchers
.450-.499	0.525	2
.500-.549	0.08	3
.550-.599	0.07	12
.600-.649	0.022	37
.650-.699	-0.013	73
.700-.749	0.028	153
.750-.799	0.024	147
.800-.849	0.017	84
.850-.942	0.211	18

Here are the pitchers with their relevant data. 282 of the 529 pitchers were predicted to within .25. 451 were within .50.

Pitcher	YEAR	OBP	SLG	SO/IP	Left	ERA	Pred	DIFF
Brown Kevin	1997	0.303	0.419	0.864	0	2.690	3.969	-1.279
Rijo Jose	1994	0.321	0.396	0.992	0	3.080	4.031	-0.951
Hampton Mike	1998	0.344	0.398	0.647	1	3.360	4.230	-0.870
Rueter Kirk	2000	0.345	0.458	0.386	1	3.960	4.784	-0.824
Reynolds Shane	1998	0.318	0.432	0.896	0	3.510	4.330	-0.820
Bailey Roger	1997	0.354	0.467	0.440	0	4.290	5.073	-0.783
Bottenfield Kent	1999	0.350	0.432	0.651	0	3.970	4.718	-0.748
Ashby Andy	1995	0.321	0.369	0.779	0	2.940	3.688	-0.748
Trachsel Steve	1996	0.298	0.411	0.644	0	3.030	3.748	-0.718
Parris Steve	2000	0.355	0.503	0.607	0	4.810	5.509	-0.699
Guzman Juan	1999	0.332	0.419	0.775	0	3.740	4.361	-0.621
Trachsel Steve	1997	0.344	0.476	0.795	0	4.510	5.128	-0.618
Jones Bobby	1997	0.329	0.416	0.647	0	3.630	4.248	-0.618
Key Jimmy	1997	0.331	0.398	0.664	1	3.430	4.047	-0.617
Hernandez Livan	1998	0.363	0.472	0.691	0	4.720	5.330	-0.610
D'Amico Jeff	2000	0.297	0.365	0.622	0	2.660	3.253	-0.593
Clark Mark	1997	0.322	0.443	0.600	0	3.820	4.411	-0.591
Johnson Randy	2000	0.288	0.356	1.395	1	2.640	3.213	-0.573
Bosio Chris	1995	0.375	0.476	0.500	0	4.920	5.487	-0.567
Oliver Darren	1997	0.346	0.451	0.517	1	4.200	4.766	-0.566
Vazquez Javier	2000	0.335	0.434	0.900	0	4.050	4.597	-0.547
Olivares Omar	1998	0.357	0.409	0.612	0	4.030	4.570	-0.540
Finley Chuck	1998	0.334	0.374	0.949	1	3.390	3.929	-0.539
Dickson Jason	1997	0.338	0.462	0.565	0	4.290	4.828	-0.538
Arrojo Rolando	1998	0.329	0.398	0.752	0	3.560	4.095	-0.535
Radke Brad	1999	0.314	0.443	0.553	0	3.750	4.282	-0.532
Valenzuela Fernando	1996	0.334	0.407	0.553	1	3.620	4.150	-0.530
Mussina Mike	1999	0.312	0.411	0.846	0	3.500	4.011	-0.511
Belcher Tim	1996	0.331	0.436	0.473	0	3.920	4.431	-0.511
Ortiz Russ	1999	0.351	0.388	0.790	0	3.810	4.321	-0.511
Kile Darryl	1997	0.301	0.337	0.802	0	2.570	3.076	-0.506
Burkett John	1995	0.339	0.455	0.669	0	4.300	4.802	-0.502
Drabek Doug	1996	0.355	0.455	0.781	0	4.570	5.067	-0.497
Lopez Albie	2000	0.341	0.439	0.518	0	4.130	4.620	-0.490
Wells David	1995	0.299	0.412	0.655	1	3.240	3.726	-0.486
Ritchie Todd	1999	0.319	0.405	0.621	0	3.500	3.983	-0.483
Ashby Andy	1998	0.309	0.402	0.666	0	3.340	3.821	-0.481
Valdes Ismael	1999	0.321	0.446	0.703	0	3.980	4.459	-0.479
Cooke Steve	1997	0.366	0.420	0.651	1	4.300	4.776	-0.476
Key Jimmy	1994	0.329	0.374	0.577	1	3.270	3.744	-0.474
Anderson Brian	2000	0.308	0.481	0.488	1	4.050	4.517	-0.467
Benes Andy	2000	0.342	0.499	0.825	0	4.880	5.346	-0.466
Gardner Mark	1996	0.341	0.456	0.809	0	4.420	4.883	-0.463
Maddux Greg	1999	0.323	0.403	0.620	0	3.570	4.020	-0.450
Dempster Ryan	2000	0.322	0.404	0.923	0	3.660	4.107	-0.447
Neagle Denny	1996	0.308	0.420	0.673	1	3.500	3.944	-0.444
Saunders Tony	1998	0.364	0.395	0.894	1	4.120	4.562	-0.442
Saberhagen Bret	1994	0.271	0.389	0.806	0	2.740	3.180	-0.440
Neagle Denny	1995	0.312	0.405	0.715	1	3.430	3.860	-0.430
Reed Rick	1998	0.290	0.434	0.721	0	3.480	3.893	-0.413
Moehler Brian	2000	0.342	0.464	0.579	0	4.500	4.910	-0.410
Astacio Pedro	1996	0.324	0.385	0.614	0	3.440	3.847	-0.407
Wakefield Tim	1995	0.300	0.371	0.609	0	2.950	3.354	-0.404
Haynes Jimmy	1998	0.370	0.478	0.690	0	5.090	5.493	-0.403
Loaiza Esteban	2000	0.344	0.463	0.687	0	4.560	4.962	-0.402
Burba Dave	1998	0.330	0.440	0.648	0	4.110	4.511	-0.401
Williams Woody	1997	0.329	0.465	0.637	0	4.350	4.751	-0.401
Trachsel Steve	2000	0.356	0.473	0.548	0	4.800	5.196	-0.396
Glavine Tom	1996	0.314	0.353	0.769	1	2.980	3.369	-0.389
Bergman Sean	1998	0.315	0.424	0.581	0	3.720	4.109	-0.389
Helling Rick	1999	0.340	0.497	0.597	0	4.840	5.227	-0.387
Glavine Tom	1998	0.300	0.325	0.685	1	2.470	2.852	-0.382
Kile Darryl	1996	0.359	0.395	1.000	0	4.190	4.572	-0.382
Witt Bobby	1997	0.350	0.481	0.579	0	4.820	5.201	-0.381
Halama John	1999	0.338	0.439	0.587	0	4.220	4.597	-0.377
Wolf Randy	2000	0.342	0.446	0.775	1	4.360	4.734	-0.374
Johnson Randy	1997	0.277	0.318	1.366	1	2.280	2.654	-0.374
Cone David	1999	0.322	0.375	0.916	0	3.440	3.806	-0.366
Cone David	1997	0.305	0.332	1.138	0	2.820	3.184	-0.364
Suppan Jeff	2000	0.351	0.489	0.590	0	4.940	5.302	-0.362
Hernandez Livan	2000	0.325	0.407	0.688	0	3.750	4.110	-0.360
Heredia Gil	2000	0.332	0.438	0.508	0	4.120	4.477	-0.357
Jackson Danny	1994	0.312	0.381	0.719	1	3.260	3.614	-0.354
Suzuki Mac	2000	0.349	0.429	0.716	0	4.340	4.692	-0.352
Stottlemyre Todd	1998	0.318	0.408	0.920	0	3.740	4.090	-0.350
Schmidt Jason	1999	0.330	0.441	0.696	0	4.190	4.535	-0.345
Nagy Charles	1997	0.342	0.434	0.656	0	4.280	4.625	-0.345
Navarro Jaime	1996	0.326	0.421	0.668	0	3.920	4.263	-0.343
Valdes Ismael	1997	0.282	0.358	0.712	0	2.650	2.991	-0.341
Karl Scott	1998	0.349	0.444	0.530	1	4.400	4.741	-0.341
Lima Jose	1999	0.296	0.427	0.759	0	3.580	3.919	-0.339
Boskie Shawn	1996	0.359	0.508	0.702	0	5.320	5.647	-0.327
Mussina Mike	1994	0.291	0.388	0.561	0	3.060	3.385	-0.325
Wakefield Tim	1997	0.343	0.425	0.750	0	4.250	4.575	-0.325
Fernandez Alex	1996	0.307	0.397	0.775	0	3.450	3.773	-0.323
Olivares Omar	1999	0.348	0.419	0.413	0	4.160	4.483	-0.323
Karl Scott	1999	0.370	0.454	0.374	1	4.780	5.100	-0.320
Daal Omar	1998	0.305	0.348	0.811	1	2.880	3.200	-0.320
Meadows Brian	2000	0.355	0.503	0.402	0	5.130	5.447	-0.317
Brown Kevin	1994	0.361	0.455	0.724	0	4.820	5.136	-0.316
Gubicza Mark	1995	0.326	0.410	0.380	0	3.750	4.062	-0.312
Williams Woody	1999	0.328	0.463	0.658	0	4.410	4.722	-0.312
Sirotka Mike	2000	0.330	0.405	0.650	1	3.790	4.100	-0.310
Schmidt Jason	1998	0.334	0.419	0.737	0	4.070	4.379	-0.309
Pettitte Andy	1999	0.364	0.446	0.631	1	4.700	5.009	-0.309
Clark Mark	1996	0.306	0.398	0.669	0	3.430	3.737	-0.307
Hentgen Pat	2000	0.353	0.459	0.607	0	4.720	5.027	-0.307
Harnisch Pete	1998	0.291	0.388	0.751	0	3.140	3.442	-0.302
Leiter Al	1995	0.345	0.363	0.836	1	3.640	3.940	-0.300
Witt Bobby	1995	0.345	0.406	0.820	0	4.130	4.429	-0.299
Person Robert	2000	0.332	0.372	0.946	0	3.630	3.928	-0.298
Hershiser Orel	1996	0.341	0.428	0.607	0	4.240	4.533	-0.293
Fassero Jeff	1998	0.316	0.436	0.783	1	3.970	4.258	-0.288
Gardner Mark	1997	0.326	0.449	0.754	0	4.290	4.578	-0.288
Hermanson Dustin	2000	0.352	0.467	0.475	0	4.770	5.055	-0.285
Garcia Freddy	1999	0.345	0.398	0.844	0	4.070	4.354	-0.284
Mulholland Terry	1999	0.340	0.451	0.487	1	4.390	4.670	-0.280
Hill Ken	1996	0.332	0.378	0.678	0	3.630	3.909	-0.279
Harnisch Pete	1999	0.307	0.420	0.605	0	3.680	3.959	-0.279
Yoshii Masato	1999	0.324	0.466	0.603	0	4.400	4.679	-0.279
Castillo Frank	1995	0.302	0.378	0.718	0	3.210	3.488	-0.278
Sele Aaron	1998	0.354	0.402	0.785	0	4.230	4.507	-0.277
Hampton Mike	1999	0.322	0.324	0.741	1	2.900	3.177	-0.277
Belcher Tim	1998	0.328	0.449	0.556	0	4.270	4.547	-0.277
Rapp Pat	1995	0.340	0.350	0.610	0	3.440	3.716	-0.276
Park Chan Ho	2000	0.325	0.344	0.960	0	3.270	3.543	-0.273
Ponson Sidney	1999	0.345	0.468	0.533	0	4.710	4.981	-0.271
Martinez Ramon	1996	0.341	0.341	0.789	0	3.420	3.691	-0.271
Mlicki Dave	1997	0.329	0.413	0.811	0	4.000	4.267	-0.267
Morris Matt	1997	0.319	0.352	0.687	0	3.190	3.456	-0.266
Mays Joe	1999	0.336	0.443	0.673	0	4.370	4.636	-0.266
Guzman Juan	1996	0.289	0.363	0.879	0	2.930	3.194	-0.264
Bones Ricky	1994	0.304	0.406	0.334	0	3.430	3.690	-0.260
Candiotti Tom	1995	0.316	0.384	0.741	0	3.500	3.759	-0.259
Rueter Kirk	1997	0.311	0.395	0.603	1	3.450	3.709	-0.259
Parque Jim	2000	0.352	0.418	0.594	1	4.280	4.535	-0.255
Baldwin James	2000	0.335	0.471	0.652	0	4.650	4.904	-0.254
Rekar Bryan	2000	0.329	0.459	0.548	0	4.410	4.662	-0.252
Fassero Jeff	1995	0.348	0.420	0.868	1	4.330	4.581	-0.251
Nagy Charles	1996	0.306	0.388	0.752	0	3.410	3.659	-0.249
Park Chan Ho	1999	0.369	0.472	0.895	0	5.230	5.479	-0.249
Pettitte Andy	1996	0.330	0.404	0.733	1	3.870	4.115	-0.245
Martinez Dennis	1995	0.302	0.367	0.529	0	3.080	3.318	-0.238
Stephenson Garrett	2000	0.327	0.466	0.614	0	4.490	4.725	-0.235
Yoshii Masato	1998	0.316	0.425	0.682	0	3.930	4.164	-0.234
Dreifort Darren	2000	0.329	0.424	0.851	0	4.160	4.393	-0.233
Sele Aaron	1999	0.355	0.447	0.907	0	4.790	5.022	-0.232
Clemens Roger	1997	0.273	0.290	1.106	0	2.050	2.279	-0.229
Lieber Jon	1998	0.311	0.445	0.807	0	4.110	4.336	-0.226
Portugal Mark	1998	0.319	0.471	0.625	0	4.440	4.664	-0.224
Springer Dennis	1999	0.358	0.463	0.423	0	4.860	5.084	-0.224
Leiter Al	1998	0.298	0.306	0.902	1	2.470	2.693	-0.223
Lieber Jon	1999	0.315	0.432	0.915	0	4.070	4.292	-0.222
Woodard Steve	1999	0.330	0.462	0.643	0	4.520	4.736	-0.216
Cordova Francisco	1998	0.303	0.380	0.713	0	3.310	3.521	-0.211
Holt Chris	1997	0.320	0.384	0.453	0	3.520	3.730	-0.210
Neagle Denny	1998	0.307	0.400	0.784	1	3.550	3.757	-0.207
Reynoso Armando	1996	0.347	0.483	0.522	0	4.960	5.161	-0.201
Blair Willie	1998	0.344	0.489	0.525	0	4.980	5.181	-0.201
Watson Allen	1996	0.339	0.460	0.689	1	4.610	4.809	-0.199
Colon Bartolo	1998	0.329	0.379	0.775	0	3.710	3.905	-0.195
Burba Dave	1999	0.336	0.421	0.791	0	4.250	4.445	-0.195
Radke Brad	2000	0.326	0.459	0.622	0	4.450	4.641	-0.191
Rogers Kenny	1995	0.309	0.382	0.673	1	3.380	3.567	-0.187
Hershiser Orel	1997	0.340	0.443	0.548	0	4.470	4.656	-0.186
Reynolds Shane	1995	0.300	0.391	0.924	0	3.470	3.655	-0.185
Hitchcock Sterling	1998	0.308	0.430	0.896	1	3.930	4.115	-0.185
Erickson Scott	1998	0.334	0.401	0.740	0	4.010	4.194	-0.184
Johnson Randy	1999	0.266	0.335	1.340	1	2.480	2.662	-0.182
Ankiel Rick	2000	0.320	0.365	1.109	1	3.500	3.682	-0.182
Kamieniecki Scott	1997	0.328	0.413	0.608	0	4.010	4.191	-0.181
Halama John	2000	0.361	0.473	0.522	0	5.080	5.261	-0.181
Hamilton Joey	1995	0.305	0.355	0.602	0	3.080	3.259	-0.179
Hentgen Pat	1994	0.305	0.379	0.842	0	3.400	3.579	-0.179
Reynoso Armando	1999	0.347	0.425	0.473	0	4.370	4.549	-0.179
Bones Ricky	1995	0.349	0.450	0.384	0	4.630	4.809	-0.179
Pettitte Andy	1997	0.307	0.335	0.691	1	2.880	3.059	-0.179
Nomo Hideo	2000	0.344	0.451	0.953	0	4.740	4.918	-0.178
Mussina Mike	1997	0.282	0.388	0.970	0	3.200	3.378	-0.178
Hamilton Joey	1997	0.340	0.418	0.644	0	4.250	4.427	-0.177
Nagy Charles	1994	0.319	0.370	0.638	0	3.450	3.627	-0.177
Sirotka Mike	1999	0.327	0.418	0.598	1	4.000	4.175	-0.175
Belcher Tim	1995	0.352	0.430	0.535	0	4.520	4.691	-0.171
Hentgen Pat	1999	0.338	0.474	0.593	0	4.790	4.960	-0.170
Schilling Curt	1997	0.271	0.372	1.254	0	2.970	3.140	-0.170
Leiter Mark	1996	0.341	0.476	0.800	0	4.920	5.087	-0.167
Alvarez Wilson	1995	0.349	0.415	0.674	1	4.320	4.485	-0.165
Estes Shawn	2000	0.371	0.377	0.715	1	4.260	4.424	-0.164
Watson Allen	1997	0.344	0.480	0.709	1	4.930	5.094	-0.164
Leiter Al	1996	0.318	0.316	0.929	1	2.930	3.094	-0.164
Tapani Kevin	1995	0.338	0.487	0.687	0	4.960	5.123	-0.163
Smiley John	1996	0.304	0.408	0.787	1	3.640	3.797	-0.157
Byrd Paul	1999	0.337	0.457	0.531	0	4.600	4.752	-0.152
Sanchez Jesus	1998	0.363	0.405	0.792	1	4.470	4.620	-0.150
Helling Rick	2000	0.334	0.445	0.673	0	4.480	4.627	-0.147
Nagy Charles	1998	0.353	0.493	0.571	0	5.220	5.366	-0.146
Hill Ken	1995	0.348	0.443	0.530	0	4.620	4.766	-0.146
Loaiza Esteban	1997	0.335	0.411	0.621	0	4.130	4.276	-0.146
Appier Kevin	2000	0.354	0.421	0.660	0	4.520	4.665	-0.145
Benson Kris	2000	0.325	0.391	0.845	0	3.850	3.993	-0.143
Fernandez Osvaldo	1996	0.348	0.439	0.617	0	4.610	4.751	-0.141
Hitchcock Sterling	1999	0.320	0.425	0.943	1	4.110	4.251	-0.141
Astacio Pedro	1999	0.343	0.479	0.905	0	5.040	5.178	-0.138
Osborne Donovan	1996	0.306	0.396	0.674	1	3.530	3.668	-0.138
Smoltz John	1997	0.288	0.359	0.941	0	3.020	3.157	-0.137
Appier Kevin	1997	0.303	0.378	0.832	0	3.400	3.537	-0.137
Quantrill Paul	1995	0.338	0.459	0.574	0	4.670	4.800	-0.130
Hentgen Pat	1997	0.308	0.404	0.606	0	3.680	3.809	-0.129
Hamilton Joey	1998	0.353	0.396	0.676	0	4.270	4.398	-0.128
Clemens Roger	2000	0.317	0.384	0.920	0	3.700	3.828	-0.128
Fernandez Alex	1997	0.299	0.401	0.829	0	3.590	3.715	-0.125
McDonald Ben	1996	0.319	0.408	0.660	0	3.900	4.025	-0.125
Clement Matt	1999	0.358	0.407	0.747	0	4.480	4.605	-0.125
Leiter Al	2000	0.304	0.357	0.962	1	3.200	3.324	-0.124
Hermanson Dustin	1998	0.292	0.366	0.824	0	3.130	3.252	-0.122
Jones Bobby	1996	0.329	0.446	0.593	0	4.420	4.541	-0.121
Hampton Mike	2000	0.328	0.325	0.694	1	3.140	3.260	-0.120
Hentgen Pat	1998	0.357	0.481	0.529	0	5.170	5.288	-0.118
Karl Scott	1997	0.340	0.439	0.616	1	4.470	4.585	-0.115
Jones Bobby	1995	0.325	0.427	0.649	0	4.190	4.305	-0.115
Remlinger Mike	1998	0.358	0.440	0.876	1	4.820	4.934	-0.114
Benes Andy	1999	0.343	0.460	0.711	0	4.810	4.924	-0.114
Martinez Pedro	1995	0.302	0.386	0.894	0	3.510	3.623	-0.113
Kile Darryl	2000	0.301	0.428	0.826	0	3.910	4.022	-0.112
Perez Carlos	1998	0.312	0.395	0.531	1	3.590	3.701	-0.111
McDowell Jack	1995	0.320	0.406	0.721	0	3.930	4.038	-0.108
Holt Chris	1999	0.363	0.417	0.701	0	4.660	4.766	-0.106
Reynolds Shane	1999	0.303	0.418	0.850	0	3.850	3.955	-0.105
Nomo Hideo	1999	0.333	0.441	0.913	0	4.540	4.644	-0.104
Moyer Jamie	1998	0.295	0.408	0.674	1	3.530	3.633	-0.103
Burba Dave	2000	0.346	0.415	0.941	0	4.470	4.572	-0.102
Moehler Brian	1998	0.306	0.427	0.556	0	3.900	4.002	-0.102
Hentgen Pat	1996	0.308	0.355	0.666	0	3.220	3.322	-0.102
Cordova Francisco	1997	0.314	0.386	0.677	0	3.630	3.731	-0.101
Hermanson Dustin	1999	0.330	0.419	0.670	0	4.200	4.301	-0.101
Stottlemyre Todd	1995	0.343	0.425	0.978	0	4.550	4.643	-0.093
Finley Chuck	1996	0.336	0.404	0.903	1	4.160	4.253	-0.093
Smoltz John	1995	0.304	0.346	1.002	0	3.180	3.273	-0.093
Brown Kevin	1996	0.262	0.289	0.682	0	1.890	1.982	-0.092
Burba Dave	1996	0.329	0.381	0.759	0	3.830	3.921	-0.091
Smoltz John	1999	0.288	0.374	0.837	0	3.190	3.280	-0.090
Tewksbury Bob	1997	0.325	0.430	0.545	0	4.220	4.304	-0.084
Ashby Andy	1999	0.311	0.406	0.641	0	3.800	3.883	-0.083
Appier Kevin	1996	0.314	0.374	0.979	0	3.620	3.699	-0.079
Mlicki Dave	1999	0.344	0.439	0.603	0	4.610	4.689	-0.079
Fassero Jeff	1997	0.312	0.385	0.807	1	3.610	3.681	-0.071
Astacio Pedro	2000	0.356	0.474	0.983	0	5.270	5.338	-0.068
Alvarez Wilson	1996	0.337	0.408	0.833	1	4.220	4.288	-0.068
Mulholland Terry	1997	0.324	0.437	0.530	1	4.240	4.307	-0.067
Hernandez Livan	1999	0.347	0.433	0.721	0	4.640	4.706	-0.066
Rogers Kenny	1998	0.299	0.366	0.578	1	3.170	3.229	-0.059
Nagy Charles	1995	0.339	0.433	0.781	0	4.550	4.609	-0.059
Wells David	2000	0.316	0.429	0.723	1	4.110	4.167	-0.057
Rapp Pat	1996	0.390	0.422	0.530	0	5.100	5.156	-0.056
Wright Jamey	2000	0.368	0.354	0.583	0	4.100	4.153	-0.053
Moehler Brian	1997	0.343	0.445	0.553	0	4.670	4.721	-0.051
Rogers Kenny	2000	0.348	0.431	0.559	1	4.550	4.601	-0.051
Colon Bartolo	2000	0.329	0.371	1.128	0	3.880	3.930	-0.050
Tomko Brett	1999	0.325	0.488	0.767	0	4.920	4.969	-0.049
Williams Woody	1998	0.314	0.460	0.720	0	4.460	4.507	-0.047
Harnisch Pete	1996	0.318	0.434	0.586	0	4.210	4.256	-0.046
Leiter Mark	1995	0.318	0.394	0.659	0	3.820	3.866	-0.046
Smiley John	1995	0.306	0.379	0.702	1	3.460	3.501	-0.041
Witt Bobby	1996	0.370	0.471	0.786	0	5.410	5.450	-0.040
Martinez Pedro	1998	0.278	0.347	1.074	0	2.890	2.929	-0.039
Glavine Tom	1999	0.346	0.390	0.590	1	4.120	4.159	-0.039
Hitchcock Sterling	1996	0.368	0.476	0.671	1	5.350	5.388	-0.038
Thompson Mark	1996	0.367	0.475	0.583	1	5.300	5.337	-0.037
Ogea Chad	1999	0.349	0.531	0.458	0	5.630	5.666	-0.036
Pettitte Andy	1995	0.333	0.411	0.651	1	4.170	4.206	-0.036
Leiter Al	1999	0.342	0.401	0.761	1	4.230	4.266	-0.036
Navarro Jaime	1995	0.303	0.362	0.639	0	3.280	3.314	-0.034
Park Chan Ho	1998	0.328	0.362	0.866	0	3.710	3.743	-0.033
Thomson John	1997	0.351	0.433	0.637	0	4.710	4.739	-0.029
Jones Bobby	1998	0.316	0.419	0.589	0	4.050	4.074	-0.024
Wells David	1997	0.317	0.434	0.716	1	4.210	4.231	-0.021
Oliver Darren	1996	0.356	0.425	0.645	1	4.660	4.681	-0.021
Schilling Curt	1998	0.282	0.373	1.117	0	3.250	3.268	-0.018
Glavine Tom	1994	0.338	0.377	0.847	1	3.970	3.987	-0.017
Abbott Jim	1995	0.330	0.374	0.437	1	3.700	3.716	-0.016
Valdes Ismael	1996	0.294	0.373	0.769	0	3.320	3.336	-0.016
Smoltz John	1998	0.285	0.337	1.032	0	2.900	2.914	-0.014
Hill Ken	1997	0.352	0.417	0.558	0	4.550	4.564	-0.014
Yoshii Masato	2000	0.357	0.537	0.525	0	5.850	5.864	-0.014
Perez Carlos	1997	0.303	0.426	0.532	1	3.880	3.891	-0.011
Burkett John	1997	0.333	0.439	0.734	0	4.560	4.570	-0.010
Fernandez Alex	1994	0.302	0.415	0.716	0	3.860	3.869	-0.009
Reed Rick	1997	0.272	0.368	0.542	0	2.890	2.898	-0.008
Lima Jose	1998	0.285	0.423	0.724	0	3.700	3.708	-0.008
Wright Jaret	1998	0.358	0.431	0.329	0	4.720	4.726	-0.006
Wakefield Tim	1996	0.353	0.469	0.661	0	5.140	5.146	-0.006
Johnson Randy	1994	0.304	0.338	1.186	1	3.190	3.196	-0.006
Weaver Jeff	2000	0.322	0.432	0.680	0	4.320	4.322	-0.002
Radke Brad	1998	0.324	0.427	0.683	0	4.300	4.301	-0.001
Reed Rick	2000	0.302	0.440	0.658	0	4.110	4.109	0.001
Castillo Frank	1997	0.365	0.478	0.684	0	5.420	5.419	0.001
Glavine Tom	1995	0.310	0.334	0.639	1	3.080	3.076	0.004
Brown Kevin	1998	0.279	0.294	1.000	0	2.380	2.375	0.005
Rapp Pat	1998	0.381	0.443	0.701	0	5.300	5.294	0.006
Schilling Curt	2000	0.294	0.417	0.799	0	3.810	3.799	0.011
Astacio Pedro	1997	0.317	0.416	0.820	0	4.140	4.127	0.013
Elarton Scott	2000	0.339	0.454	0.680	0	4.810	4.795	0.015
Parque Jim	1999	0.374	0.442	0.639	1	5.130	5.114	0.016
Clemens Roger	1994	0.289	0.325	0.984	0	2.850	2.834	0.016
Irabu Hideki	1998	0.321	0.405	0.728	0	4.060	4.044	0.016
Belcher Tim	1997	0.345	0.470	0.530	0	5.020	5.001	0.019
Ritchie Todd	2000	0.329	0.468	0.663	0	4.810	4.789	0.021
Sanchez Jesus	2000	0.348	0.497	0.676	1	5.340	5.317	0.023
Benes Andy	1998	0.311	0.410	0.709	0	3.970	3.945	0.025
Trachsel Steve	1998	0.334	0.425	0.716	0	4.460	4.434	0.026
Clemens Roger	1996	0.317	0.358	1.059	0	3.630	3.601	0.029
Thompson Justin	1997	0.289	0.354	0.676	1	3.020	2.990	0.030
Johnson Randy	1998	0.300	0.344	1.347	1	3.280	3.248	0.032
Pettitte Andy	1998	0.344	0.395	0.675	1	4.240	4.207	0.033
Erickson Scott	1999	0.358	0.432	0.460	0	4.810	4.776	0.034
Finley Chuck	2000	0.337	0.392	0.867	1	4.170	4.133	0.037
Nomo Hideo	1997	0.328	0.400	1.124	0	4.250	4.213	0.037
Valdes Ismael	1998	0.323	0.393	0.701	0	3.980	3.941	0.039
Hershiser Orel	1995	0.304	0.410	0.663	0	3.870	3.830	0.040
Martinez Pedro	1997	0.250	0.277	1.264	0	1.900	1.860	0.040
Brown Kevin	2000	0.261	0.337	0.939	0	2.580	2.540	0.040
Rogers Kenny	1999	0.344	0.390	0.645	1	4.190	4.147	0.043
Fernandez Alex	1995	0.310	0.391	0.781	0	3.800	3.756	0.044
Schilling Curt	1999	0.287	0.396	0.843	0	3.540	3.494	0.046
Cone David	1998	0.302	0.371	1.006	0	3.550	3.503	0.047
Baldwin James	1999	0.348	0.468	0.617	0	5.100	5.050	0.050
Wagner Paul	1995	0.352	0.430	0.727	0	4.800	4.749	0.051
Neagle Denny	1997	0.277	0.362	0.737	1	2.970	2.917	0.053
Maddux Greg	1997	0.256	0.311	0.761	0	2.200	2.145	0.055
Candiotti Tom	1998	0.338	0.460	0.488	0	4.840	4.784	0.056
Tapani Kevin	1998	0.333	0.464	0.621	0	4.850	4.793	0.057
Nagy Charles	1999	0.344	0.458	0.624	0	4.950	4.891	0.059
Tapani Kevin	1996	0.326	0.447	0.666	0	4.590	4.530	0.060
Colon Bartolo	1999	0.314	0.398	0.785	0	3.950	3.888	0.062
Anderson Brian	1998	0.297	0.473	0.457	1	4.330	4.266	0.064
Martinez Pedro	1999	0.248	0.288	1.467	0	2.070	2.006	0.064
Blair Willie	1997	0.319	0.420	0.514	0	4.170	4.105	0.065
Loaiza Esteban	1998	0.344	0.477	0.632	0	5.160	5.089	0.071
Williams Woody	2000	0.300	0.401	0.661	0	3.750	3.679	0.071
Hentgen Pat	1995	0.363	0.444	0.673	0	5.110	5.036	0.074
Estes Shawn	1997	0.323	0.311	0.900	1	3.180	3.106	0.074
Benes Andy	1996	0.310	0.393	0.695	0	3.830	3.751	0.079
Meadows Brian	1998	0.358	0.465	0.505	0	5.210	5.130	0.080
Ortiz Russ	2000	0.361	0.431	0.853	0	5.010	4.928	0.082
Benes Andy	1997	0.298	0.330	0.989	0	3.100	3.017	0.083
Woodard Steve	1998	0.307	0.427	0.815	0	4.180	4.095	0.085
Cone David	1995	0.304	0.371	0.833	0	3.570	3.479	0.091
Thompson Justin	1998	0.329	0.392	0.671	1	4.050	3.958	0.092
Carpenter Chris	1998	0.329	0.415	0.777	0	4.370	4.277	0.093
Glavine Tom	2000	0.296	0.376	0.631	1	3.400	3.304	0.096
Finley Chuck	1994	0.329	0.413	0.807	1	4.320	4.216	0.104
Neagle Denny	2000	0.330	0.434	0.699	1	4.520	4.414	0.106
Saberhagen Bret	1998	0.299	0.422	0.571	0	3.960	3.854	0.106
Darwin Danny	1996	0.297	0.406	0.583	0	3.770	3.664	0.106
Radke Brad	1996	0.302	0.464	0.638	0	4.460	4.350	0.110
Mulholland Terry	1996	0.333	0.451	0.424	1	4.660	4.550	0.110
McDowell Jack	1994	0.310	0.380	0.702	0	3.730	3.619	0.111
Mlicki Dave	1998	0.330	0.435	0.645	0	4.570	4.458	0.112
Gardner Mark	1998	0.311	0.436	0.712	0	4.330	4.214	0.116
Millwood Kevin	1998	0.316	0.398	0.935	0	4.080	3.962	0.118
Hawkins LaTroy	1998	0.350	0.475	0.552	0	5.250	5.131	0.119
Stottlemyre Todd	1996	0.309	0.389	0.869	0	3.870	3.748	0.122
Williams Mike	1996	0.360	0.477	0.617	0	5.440	5.316	0.124
Maddux Greg	1998	0.260	0.299	0.813	0	2.220	2.095	0.125
Rosado Jose	1999	0.314	0.390	0.678	1	3.850	3.723	0.127
Foster Kevin	1995	0.315	0.442	0.871	0	4.510	4.382	0.128
Bohanon Brian	2000	0.346	0.429	0.554	1	4.680	4.550	0.130
Loaiza Esteban	1995	0.352	0.464	0.492	0	5.160	5.029	0.131
Daal Omar	1999	0.308	0.378	0.689	1	3.650	3.516	0.134
Maddux Greg	1994	0.243	0.259	0.772	0	1.560	1.425	0.135
Oliver Darren	1999	0.339	0.396	0.606	1	4.260	4.124	0.136
Johnson Randy	1995	0.266	0.303	1.372	1	2.480	2.342	0.138
Mussina Mike	2000	0.291	0.404	0.884	0	3.790	3.647	0.143
Rueter Kirk	1998	0.321	0.432	0.544	1	4.360	4.217	0.143
Nomo Hideo	1996	0.290	0.343	1.025	0	3.190	3.046	0.144
Meadows Brian	1999	0.354	0.505	0.404	0	5.600	5.454	0.146
Haney Chris	1996	0.330	0.453	0.504	1	4.700	4.551	0.149
Witt Bobby	1999	0.386	0.475	0.682	0	5.840	5.691	0.149
Benes Andy	1994	0.293	0.401	1.097	0	3.860	3.709	0.151
Fassero Jeff	1996	0.289	0.361	0.958	1	3.300	3.147	0.153
Portugal Mark	1995	0.320	0.394	0.528	0	4.010	3.856	0.154
Suppan Jeff	1999	0.326	0.437	0.494	0	4.530	4.375	0.155
Glavine Tom	1997	0.292	0.333	0.633	1	2.960	2.804	0.156
Finley Chuck	1995	0.333	0.387	0.961	1	4.210	4.052	0.158
Radke Brad	1997	0.293	0.412	0.726	0	3.870	3.711	0.159
Holt Chris	2000	0.364	0.458	0.657	0	5.350	5.190	0.160
Hershiser Orel	1998	0.341	0.400	0.624	0	4.410	4.250	0.160
Schilling Curt	1996	0.278	0.359	0.993	0	3.190	3.028	0.162
Robertson Rich	1996	0.378	0.422	0.612	1	5.120	4.958	0.162
Eldred Cal	1997	0.346	0.449	0.604	0	4.990	4.821	0.169
Martinez Dennis	1994	0.298	0.376	0.521	0	3.520	3.350	0.170
Kile Darryl	1998	0.358	0.450	0.686	0	5.200	5.030	0.170
Guzman Juan	1998	0.326	0.409	0.796	0	4.350	4.178	0.172
Moyer Jamie	1999	0.311	0.394	0.601	1	3.870	3.698	0.172
Rogers Kenny	1994	0.315	0.442	0.717	1	4.460	4.285	0.175
Pettitte Andy	2000	0.338	0.402	0.611	1	4.350	4.173	0.177
Abbott Paul	2000	0.325	0.404	0.559	0	4.220	4.040	0.180
Rusch Glendon	1997	0.353	0.490	0.681	1	5.500	5.318	0.182
Dreifort Darren	1998	0.321	0.377	0.933	0	4.000	3.817	0.183
Benes Alan	1996	0.347	0.435	0.686	0	4.900	4.716	0.184
Mussina Mike	1998	0.283	0.383	0.848	0	3.490	3.304	0.186
Sele Aaron	1997	0.361	0.461	0.688	0	5.380	5.187	0.193
Rusch Glendon	2000	0.311	0.399	0.823	1	4.010	3.816	0.194
Mussina Mike	1995	0.270	0.385	0.713	0	3.290	3.096	0.194
Millwood Kevin	1999	0.258	0.337	0.899	0	2.680	2.484	0.196
Erickson Scott	1996	0.352	0.445	0.450	0	5.020	4.820	0.200
Schmidt Jason	1997	0.341	0.411	0.725	0	4.600	4.394	0.206
Clemens Roger	1999	0.350	0.394	0.869	0	4.600	4.392	0.208
Maddux Greg	1996	0.264	0.337	0.702	0	2.720	2.511	0.209
Olivares Omar	1997	0.360	0.424	0.581	0	4.970	4.759	0.211
Ritz Kevin	1995	0.329	0.390	0.692	0	4.210	3.994	0.216
Benes Andy	1995	0.344	0.415	0.941	0	4.760