Pitchers and the competition they faced

This post is focused largely on the idea that pitchers rarely face the same subset of hitters.  This in turn can maybe lead to some inefficiencies in the evaluation that we can use to our advantage.  For example, maybe we can find a pitcher who just hasn't pitched "superbly" but when you dig deeper you find out he's been throwing to an abnormally high percentage of great hitters!  Maybe that's a guy you'd like to target, and vice versa with pitchers throwing only "okay" against sub-par competition.

To determine this i took all the Pitch F/X data from 2014 and 2015, so i could see every pitchers matchups, and then imported the WRC+ factor from fangraphs for the hitter that season.  I then calculated an "Avg WRC+ Against" value for the pitcher.    

(those of you who are really quick have already identified a potential flaw here, the average WRC+ value for that player of course includes at bats against that pitcher. If i could easily calculate a hitters WRC+, excluding all at bats on the season when facing the pitcher in question, that'd be ideal, but extremely difficult and time consuming.  Given the number of actual at bats in a season versus a single pitcher, i'll assume this falls out in the wash).

Steps to the analysis:

Step 1) Determine the "Average WRC+ Against" for a pitcher

- This alone isn't enough to really gain much insight, because while a pitcher may face a weak group of hitters over the course of the year, the pitcher could totally and utterly dominate that group.   

Step 2) Determine the Z-Score for the pitchers Average WRC+ Against statline, as well as the Z-Score for ERA, FIP and xFIP.  

Step 3) Compare the WRC+ against Z-score to the ERA, FIP and xFIP z-scores.  

- in this case, i then took the average of the delta across all 3 indicators and used that as the average-delta for ranking purposes.  You could weight ERA, FIP or xFIP in any way to arrive at slightly different numbers depending on which stat you feel is more credible.

So lets get down to it.  Here are the top 20 scoring pitchers from 2014 (40IP minimum).

			2.1855	2.3125	2.753	Z-Score				Delta to Batters				2.73	2.9475	3.213
Pitcher	AvG WRC+ Against	IP	ERA	FIP	xFIP	AVG WRC+ against Z	ERA	FIP	xFIP	ERA	FIP	xFIP	avg-delta	2015 ERA	2015 FIP	2015 xFIP
Felix Hernandez	99.80592105	236	2.14	2.56	2.51	0.719	-1.253	-1.281	-1.770	1.972	2.000	2.490	2.154	3.53	3.72	3.33
Corey Kluber	100.7402734	235.2	2.44	2.35	2.57	0.944	-0.996	-1.535	-1.678	1.940	2.478	2.622	2.347	3.49	2.97	3.05
Carlos Carrasco	100.4347826	134	2.55	2.44	2.66	0.870	-0.902	-1.426	-1.540	1.772	2.296	2.411	2.160	3.63	2.84	2.66
Dellin Betances	102.0938416	90	1.4	1.64	1.86	1.269	-1.888	-2.394	-2.768	3.157	3.663	4.037	3.619	1.50	2.48	2.41
Wade Davis	102.8217523	72	1	1.19	1.93	1.444	-2.230	-2.939	-2.660	3.674	4.382	4.104	4.054	0.94	2.29	3.07
Jake McGee	101.2591241	71.1	1.89	1.73	2.58	1.068	-1.468	-2.285	-1.663	2.536	3.353	2.731	2.874	2.41	2.33	2.91
Kelvin Herrera	103.4768786	70	1.41	2.69	3.5	1.601	-1.879	-1.123	-0.251	3.480	2.725	1.853	2.686	2.71	3.44	3.82
Brad Ziegler	105.8967972	67	3.49	3.7	3.41	2.183	-0.096	0.099	-0.390	2.279	2.084	2.572	2.312	1.85	3.44	3.48
Junichi Tazawa	104.7279693	63	2.86	2.94	3.17	1.902	-0.636	-0.821	-0.758	2.538	2.723	2.660	2.640	4.14	3.05	3.73
Andrew Miller	99.41353383	62.1	2.02	1.51	1.58	0.625	-1.356	-2.551	-3.197	1.981	3.176	3.822	2.993	2.04	2.16	2.06
Greg Holland	104.7243816	62.1	1.44	1.83	2.1	1.901	-1.853	-2.164	-2.400	3.754	4.065	4.301	4.040	3.83	3.27	3.78
Craig Kimbrel	98.0204918	61.2	1.61	1.83	2.24	0.290	-1.708	-2.164	-2.185	1.998	2.454	2.475	2.309	2.58	2.68	2.46
Pedro Strop	100.9180328	61	2.21	2.66	2.82	0.986	-1.193	-1.160	-1.295	2.180	2.146	2.281	2.202	2.91	3.16	3.16
Josh Fields	103.5541126	54.2	4.45	2.09	3.15	1.620	0.727	-1.849	-0.788	0.893	3.469	2.408	2.257	3.55	2.19	3.33
Zach Putnam	104.0375587	54.2	1.98	3.08	3.64	1.736	-1.390	-0.651	-0.037	3.127	2.387	1.773	2.429	4.07	4.10	3.44
Joaquin Benoit	100.9804878	54.1	1.49	2.32	3.01	1.001	-1.810	-1.571	-1.003	2.812	2.572	2.005	2.463	2.34	3.75	3.69
Jordan Walden	103.2390244	50	2.88	2.79	3.29	1.544	-0.619	-1.002	-0.574	2.163	2.546	2.118	2.276	0.87	1.97	3.12
Ryan Webb	105.2753623	49.1	3.83	2.95	3.53	2.034	0.195	-0.809	-0.205	1.838	2.842	2.239	2.306	3.20	3.77	3.64
Ken Giles	104.8373494	45.2	1.18	1.34	2.03	1.928	-2.076	-2.757	-2.507	4.004	4.685	4.435	4.375	1.80	2.13	3.05
Neil Ramirez	101.9661017	43.2	1.44	2.61	3.48	1.238	-1.853	-1.220	-0.282	3.092	2.458	1.520	2.357	3.21	3.21	4.07

A couple things jump out to me from this analysis:

1) There are a lot of relief pitchers, high end closer types.  This makes a lot of sense.  They're going to generally be used in high leverage situations where mediocre/poor hitters will be pinch hit for with regularity  So they will rarely e in position to face a below avg WRC+ player.

2) This list isn't all that helpful.  These guys are studs by in large. Telling you i've got a system that says "king felix" is good, or that Wade Davis or Andrew Miller are great relievers isn't telling you much of anything.  However, it could provide insight into some of the lesser known commodities when it comes to valuing players.  Names like Brad Ziegler, Josh Fields, Jordan Walden and Ryan Webb would all be players to look into and guys like Jake McGee and Ken Giles, maybe you feel more comfortable acquiring (both acquried via trade in 2015 or the offseason).

3) Looking at the 2015 stats, virtually all of these guys were excellent to have rostered in 2015.  Even some of the guys who didn't give you the "best" production, did it on the cheap. Webb, Putnam and Ramirez.

So from 2014 you can tease out some 2015 value.

How about finding out if guys were "too good to be true" due to facing poor hitters? Lets look at the bottom.

			5.1955	4.656	4.256	Z-Score				Delta to Batters				4.459474	4.238421	4.22
Pitcher	AvG WRC+ Against	IP	ERA	FIP	xFIP	AVG WRC+ against Z	ERA	FIP	xFIP	ERA	FIP	xFIP	avg-delta	2015 ERA	2015 FIP	2015 xFIP
Kyle Kendrick	91.17687861	199	4.61	4.57	4.35	-1.354	0.864	1.152	1.053	-2.218	-2.506	-2.407	-2.377	6.32	6.12	5.09
Travis Wood	89.86427657	173.2	5.03	4.38	4.51	-1.670	1.224	0.922	1.298	-2.894	-2.592	-2.968	-2.818	3.84	3.4	3.59
Roberto Hernandez	88.22853186	164.2	4.1	4.85	4.52	-2.063	0.427	1.491	1.314	-2.490	-3.554	-3.377	-3.140	4.36	4.48	4.53
Franklin Morales	93.86532508	142.1	5.37	5.42	4.53	-0.708	1.515	2.181	1.329	-2.224	-2.889	-2.037	-2.383	3.18	3.52	3.99
Edwin Jackson	89.72511848	140.2	6.33	4.45	4.12	-1.703	2.338	1.007	0.700	-4.042	-2.710	-2.403	-3.052	3.07	3.82	4.47
Jeff Locke	89.23175182	131.1	3.91	4.37	3.9	-1.822	0.264	0.910	0.362	-2.086	-2.732	-2.184	-2.334	4.49	3.95	3.94
Jordan Lyles	90.15018315	126.2	4.33	4.22	3.98	-1.601	0.624	0.728	0.485	-2.225	-2.329	-2.086	-2.214	5.14	3.79	4.4
Brad Hand	85.43037975	111	4.38	4.2	4.28	-2.735	0.667	0.704	0.945	-3.402	-3.439	-3.681	-3.507	5.3	4.08	4.26
Juan Nicasio	90.62836186	93.2	5.38	5.45	4.18	-1.486	1.524	2.217	0.792	-3.010	-3.703	-2.278	-2.997	3.86	2.83	3.87
Bronson Arroyo	88.48459384	86	4.08	4.32	3.88	-2.001	0.410	0.849	0.332	-2.411	-2.851	-2.333	-2.532
Robbie Ross	93.92054795	78.1	6.2	4.74	4.41	-0.695	2.227	1.358	1.145	-2.922	-2.053	-1.840	-2.272	3.86	4.02	3.64
Jhoulys Chacin	92.60661765	63.1	5.4	4.82	4.53	-1.011	1.541	1.454	1.329	-2.552	-2.465	-2.340	-2.452	3.38	4.63	4.12
Tony Cingrani	91.36428571	63.1	4.55	5.37	4.45	-1.309	0.813	2.120	1.206	-2.122	-3.429	-2.516	-2.689	5.67	4.48	4.6
Robbie Erlin	89.29924242	61.1	4.99	3.69	3.68	-1.806	1.190	0.087	0.025	-2.995	-1.893	-1.830	-2.239	4.76	3.25	3.7
Yohan Flande	88.45228216	59	5.19	4	3.73	-2.009	1.361	0.462	0.101	-3.370	-2.471	-2.111	-2.651	4.74	5.68	4.2
Christian Bergman	93.1686747	54.2	5.93	4.74	4.55	-0.876	1.995	1.358	1.360	-2.871	-2.233	-2.235	-2.447	4.74	4.23	4.5
Craig Breslow	95.07307692	54.1	5.96	5.34	5.13	-0.418	2.021	2.084	2.250	-2.439	-2.502	-2.668	-2.536	4.15	5.27	5.07
Jim Johnson	96.29277567	53.1	7.09	5.08	4.72	-0.125	2.990	1.769	1.620	-3.115	-1.894	-1.745	-2.251	4.46	3.73	3.73
CC Sabathia	90.02870813	46	5.28	4.78	3.11	-1.630	1.438	1.406	-0.850	-3.069	-3.036	-0.781	-2.295	4.73	4.68	3.99
Nick Masset	92.44549763	45	5.8	4.33	4.56	-1.050	1.884	0.861	1.375	-2.934	-1.911	-2.425	-2.423	4.68	4.57	4.49

So again, it's not the most insightful as we're still looking at a lot of bad pitchers, who actually pitched worse then you even thought.  They were bad against some of the worst competition.  Maybe a lesson could've been learned by the Reds/Braves with guys like Johnson and Cingrani given high leverage roles despite regularly pitching poorly to poor players.

So lets try to find players whose FIP was good, but we really feel pretty lousy about due to their competition. Players where they are at least 1 StdDev in the wrong direction:

						Z-Score				Delta to Batters
Pitcher	AvG WRC+ Against	IP	ERA	FIP	xFIP	AVG WRC+ against Z	ERA	FIP	xFIP	ERA	FIP	xFIP	avg-delta	2015 ERA	2015 FIP	2015 xFIP
Gio Gonzalez	87.54396	158.2	3.57	3.03	3.39	-2.227	-0.027	-0.712	-0.420	-2.200	-1.516	-1.807	-1.841	3.79	3.05	3.59
Michael Wacha	89.64302	107	3.2	3.17	3.71	-1.723	-0.345	-0.542	0.071	-1.378	-1.181	-1.794	-1.451	3.37	3.87	3.88
Gerrit Cole	87.67776	138	3.65	3.23	3.25	-2.195	0.041	-0.470	-0.635	-2.236	-1.726	-1.560	-1.841	2.6	2.66	3.16
Nathan Eovaldi	89.87002	199.2	4.37	3.37	3.78	-1.668	0.658	-0.300	0.178	-2.327	-1.368	-1.847	-1.847	4.2	3.42	3.81

This is actually a pretty interesting list.  Guys who are all viewed with varying degrees of skepticism, but have basically maintained fairly reasonable to borderline-great performance. I do think these are reasonable guys to continue to question moving forward.

Since this system didn't really seem to be all to great, i'm not going to go into too much detail on the 2015 analysis.  However, below is the list of 5 "good pitchers" it really didn't like.

pitcher	AVG WRC+ against	IP	ERA	FIP	xFIP	AVG WRC+ against	ERA	FIP	xFIP	ERA	FIP	xFIP	avg Delta
Sean Gilmartin	88.213	57.1	2.67	2.75	3.82	-2.076	-1.018	-1.315	-0.136	-1.058	-0.761	-1.940	-1.253
Jaime Garcia	85.171	129.2	2.43	3.00	3.36	-2.804	-1.228	-1.024	-0.810	-1.575	-1.779	-1.993	-1.783
Kyle Hendricks	88.539	180	3.95	3.36	3.25	-1.998	0.105	-0.606	-0.972	-2.103	-1.392	-1.026	-1.507
Lance Lynn	90.550	175.1	3.03	3.44	3.90	-1.516	-0.702	-0.513	-0.019	-0.815	-1.004	-1.498	-1.105
John Lackey	89.127	218	2.77	3.57	3.77	-1.857	-0.930	-0.362	-0.209	-0.927	-1.495	-1.648	-1.357

This is an interesting group, most of whom have performed fine this season (unless injured Lynn or in the minors, Gilmartin).

There seems to be a lot of bias against the NL central over two years.  Fortunately, maybe as long as these pitchers still inside a fairly poor hitting league it will keep them putting up decent numbers. 

This could show me that i need to evaluate this in the context of pitchers who have changed leagues or at the very least divisions. Maybe that's an analysis i'll try to do later with this same approach.

I guess as a final disclaimer, i think there is still value to showing an analysis like this, even though it may be a "failed" approach to really spot something overwhelmingly useful.  Below are the complete lists from 2014 & 2015

2014:

Pitcher	AvG WRC+ Against	IP	ERA	FIP	xFIP	AVG WRC+ against Z	ERA	FIP	xFIP	ERA	FIP	xFIP	avg-delta
Ken Giles	104.8373	45.2	1.18	1.34	2.03	1.928	-2.076	-2.757	-2.507	4.004	4.685	4.435	4.375
Wade Davis	102.8218	72	1	1.19	1.93	1.444	-2.230	-2.939	-2.660	3.674	4.382	4.104	4.054
Greg Holland	104.7244	62.1	1.44	1.83	2.1	1.901	-1.853	-2.164	-2.400	3.754	4.065	4.301	4.040
Dellin Betances	102.0938	90	1.4	1.64	1.86	1.269	-1.888	-2.394	-2.768	3.157	3.663	4.037	3.619
Andrew Miller	99.41353	62.1	2.02	1.51	1.58	0.625	-1.356	-2.551	-3.197	1.981	3.176	3.822	2.993
Jake McGee	101.2591	71.1	1.89	1.73	2.58	1.068	-1.468	-2.285	-1.663	2.536	3.353	2.731	2.874
Kelvin Herrera	103.4769	70	1.41	2.69	3.5	1.601	-1.879	-1.123	-0.251	3.480	2.725	1.853	2.686
Junichi Tazawa	104.728	63	2.86	2.94	3.17	1.902	-0.636	-0.821	-0.758	2.538	2.723	2.660	2.640
Joaquin Benoit	100.9805	54.1	1.49	2.32	3.01	1.001	-1.810	-1.571	-1.003	2.812	2.572	2.005	2.463
Zach Putnam	104.0376	54.2	1.98	3.08	3.64	1.736	-1.390	-0.651	-0.037	3.127	2.387	1.773	2.429
Neil Ramirez	101.9661	43.2	1.44	2.61	3.48	1.238	-1.853	-1.220	-0.282	3.092	2.458	1.520	2.357
Corey Kluber	100.7403	235.2	2.44	2.35	2.57	0.944	-0.996	-1.535	-1.678	1.940	2.478	2.622	2.347
Brad Ziegler	105.8968	67	3.49	3.7	3.41	2.183	-0.096	0.099	-0.390	2.279	2.084	2.572	2.312
Craig Kimbrel	98.02049	61.2	1.61	1.83	2.24	0.290	-1.708	-2.164	-2.185	1.998	2.454	2.475	2.309
Ryan Webb	105.2754	49.1	3.83	2.95	3.53	2.034	0.195	-0.809	-0.205	1.838	2.842	2.239	2.306
Jordan Walden	103.239	50	2.88	2.79	3.29	1.544	-0.619	-1.002	-0.574	2.163	2.546	2.118	2.276
Josh Fields	103.5541	54.2	4.45	2.09	3.15	1.620	0.727	-1.849	-0.788	0.893	3.469	2.408	2.257
Pedro Strop	100.918	61	2.21	2.66	2.82	0.986	-1.193	-1.160	-1.295	2.180	2.146	2.281	2.202
Carlos Carrasco	100.4348	134	2.55	2.44	2.66	0.870	-0.902	-1.426	-1.540	1.772	2.296	2.411	2.160
Felix Hernandez	99.80592	236	2.14	2.56	2.51	0.719	-1.253	-1.281	-1.770	1.972	2.000	2.490	2.154
Aroldis Chapman	93.91584	54	2	0.89	1.2	-0.696	-1.373	-3.302	-3.780	0.677	2.605	3.084	2.122
Shawn Kelley	104.4955	51.2	4.53	3.02	3.1	1.846	0.795	-0.724	-0.865	1.051	2.570	2.711	2.111
James Paxton	103.9901	74	3.04	3.28	3.54	1.725	-0.482	-0.409	-0.190	2.207	2.134	1.915	2.085
Pat Neshek	100.5213	67.1	1.87	2.37	3.29	0.891	-1.485	-1.510	-0.574	2.376	2.402	1.465	2.081
Kevin Quackenbush	101.8018	54.1	2.48	2.65	3.36	1.199	-0.962	-1.172	-0.466	2.161	2.371	1.665	2.065
Cody Allen	101.1577	69.2	2.07	2.99	3.03	1.044	-1.313	-0.760	-0.973	2.357	1.804	2.017	2.059
Zach Duke	98.15126	58.2	2.45	2.14	2.09	0.322	-0.988	-1.789	-2.415	1.309	2.110	2.736	2.052
Darren O'Day	101.695	68.2	1.7	3.32	3.32	1.173	-1.630	-0.361	-0.528	2.804	1.534	1.701	2.013
Luke Gregerson	101.8889	72.1	2.12	3.24	3.29	1.220	-1.270	-0.458	-0.574	2.490	1.677	1.793	1.987
James Shields	104.1998	227	3.21	3.59	3.56	1.775	-0.336	-0.034	-0.159	2.111	1.809	1.935	1.952
Tyler Clippard	100.9204	70.1	2.18	2.75	3.28	0.987	-1.219	-1.051	-0.589	2.206	2.038	1.576	1.940
Santiago Casilla	101.3184	58.1	1.7	3.18	3.45	1.083	-1.630	-0.530	-0.328	2.713	1.613	1.411	1.912
Collin McHugh	101.6834	154.2	2.73	3.11	3.11	1.170	-0.748	-0.615	-0.850	1.918	1.785	2.020	1.908
Adam Ottavino	102.4301	65	3.6	3.1	3.06	1.350	-0.002	-0.627	-0.927	1.352	1.977	2.276	1.868
Brett Cecil	98.79487	53.1	2.7	2.34	2.51	0.476	-0.773	-1.547	-1.770	1.249	2.023	2.247	1.840
Michael Pineda	100.2069	76.1	1.89	2.71	3.37	0.816	-1.468	-1.099	-0.451	2.283	1.915	1.266	1.821
Chad Qualls	101.3756	51.1	3.33	3.13	2.83	1.096	-0.233	-0.591	-1.279	1.330	1.687	2.376	1.798
Joakim Soria	99.28272	44.1	3.25	2.09	2.73	0.593	-0.302	-1.849	-1.433	0.895	2.443	2.026	1.788
Mike Fiers	100.354	71.2	2.13	2.99	3.15	0.851	-1.262	-0.760	-0.788	2.113	1.611	1.639	1.788
Jonathan Broxton	102.5108	58.2	2.3	3.37	3.96	1.369	-1.116	-0.300	0.454	2.485	1.670	0.915	1.690
Will Smith	101.9895	65.2	3.7	3.25	3.08	1.244	0.084	-0.446	-0.896	1.160	1.690	2.140	1.663
Kenley Jansen	96.16605	65.1	2.76	1.91	1.93	-0.155	-0.722	-2.067	-2.660	0.566	1.912	2.505	1.661
Huston Street	98.9875	59.1	1.37	2.8	3.34	0.523	-1.913	-0.990	-0.497	2.436	1.513	1.019	1.656
Koji Uehara	98.81124	64.1	2.52	3.09	2.41	0.480	-0.928	-0.639	-1.924	1.408	1.119	2.404	1.644
Jason Frasor	101.4475	47.1	2.66	3.28	3.45	1.114	-0.808	-0.409	-0.328	1.921	1.523	1.442	1.629
Masahiro Tanaka	99.20295	136.1	2.77	3.04	2.58	0.574	-0.713	-0.700	-1.663	1.288	1.274	2.237	1.600
Evan Marshall	99.44286	49.1	2.74	2.89	2.85	0.632	-0.739	-0.881	-1.249	1.371	1.513	1.881	1.588
Mark Melancon	96.275	71	1.9	2.09	2.47	-0.129	-1.459	-1.849	-1.832	1.330	1.720	1.703	1.584
Joe Smith	98.50172	74.2	1.81	2.85	2.98	0.406	-1.536	-0.930	-1.049	1.942	1.335	1.455	1.577
Jean Machi	101.1083	66.1	2.58	3.43	3.37	1.032	-0.876	-0.228	-0.451	1.908	1.260	1.483	1.550
Alex Cobb	100.9648	166.1	2.87	3.23	3.33	0.998	-0.628	-0.470	-0.512	1.625	1.467	1.510	1.534
Jake Petricka	102.5342	73	2.96	3.6	3.76	1.375	-0.550	-0.022	0.147	1.925	1.397	1.227	1.516
Shane Greene	102.9507	78.2	3.78	3.73	3.4	1.475	0.153	0.135	-0.405	1.322	1.340	1.880	1.514
Dale Thayer	101.3358	65.1	2.34	3.85	3.42	1.087	-1.082	0.281	-0.374	2.169	0.806	1.461	1.479
Scott Atchison	100.0536	72	2.75	3.08	3.2	0.779	-0.730	-0.651	-0.712	1.509	1.430	1.490	1.477
Chris Archer	102.2871	194.2	3.33	3.39	3.7	1.315	-0.233	-0.276	0.055	1.549	1.592	1.260	1.467
David Robertson	97.33205	64.1	3.08	2.68	2.13	0.125	-0.448	-1.135	-2.353	0.572	1.260	2.478	1.437
Chris Sale	97.54891	174	2.17	2.57	2.83	0.177	-1.228	-1.268	-1.279	1.404	1.445	1.456	1.435
Casey Fien	103.3038	63.1	3.98	3.43	3.87	1.560	0.324	-0.228	0.316	1.236	1.788	1.244	1.422
Zach Britton	97.75081	76.1	1.65	3.13	2.82	0.225	-1.673	-0.591	-1.295	1.899	0.816	1.520	1.412
Yoervis Medina	101.081	57	2.68	3.45	3.59	1.026	-0.790	-0.204	-0.113	1.816	1.229	1.139	1.395
Cory Rasmus	100.1325	56	2.57	3.17	3.44	0.798	-0.885	-0.542	-0.344	1.682	1.340	1.141	1.388
Jeremy Affeldt	98.79468	55.1	2.28	2.86	3.23	0.476	-1.133	-0.918	-0.666	1.609	1.394	1.142	1.382
Max Scherzer	99.54877	220.1	3.15	2.85	3.12	0.657	-0.388	-0.930	-0.834	1.045	1.587	1.492	1.375
Garrett Richards	98.37463	168.2	2.61	2.6	3.15	0.375	-0.850	-1.232	-0.788	1.226	1.607	1.164	1.332
Dominic Leone	98.45956	66.1	2.17	3.07	3.07	0.396	-1.228	-0.663	-0.911	1.623	1.059	1.307	1.330
Jon Lester	98.41376	219.2	2.46	2.8	3.1	0.385	-0.979	-0.990	-0.865	1.364	1.375	1.250	1.329
Yu Darvish	98.84628	144.1	3.06	2.84	2.96	0.489	-0.465	-0.942	-1.080	0.953	1.430	1.569	1.317
Kevin Gausman	102.2604	113.1	3.57	3.41	3.93	1.309	-0.027	-0.252	0.408	1.337	1.561	0.901	1.266
Steve Cishek	96.59636	65.1	3.17	2.17	2.54	-0.052	-0.370	-1.753	-1.724	0.318	1.700	1.672	1.230
Sergio Romo	102.0428	58	3.72	3.94	3.4	1.257	0.101	0.389	-0.405	1.156	0.867	1.662	1.228
Mike Dunn	100.2204	57	3.16	3.06	3.6	0.819	-0.379	-0.675	-0.098	1.198	1.494	0.917	1.203
Danny Salazar	101.9684	110	4.25	3.52	3.45	1.239	0.555	-0.119	-0.328	0.683	1.358	1.567	1.203
Kevin Jepsen	97.77737	65	2.63	2.78	2.97	0.232	-0.833	-1.014	-1.065	1.065	1.246	1.296	1.202
Brad Boxberger	95.29555	64.2	2.37	2.84	1.95	-0.365	-1.056	-0.942	-2.630	0.691	0.577	2.265	1.178
Tony Sipp	98.71212	50.2	3.38	2.93	2.94	0.456	-0.190	-0.833	-1.111	0.647	1.289	1.567	1.168
Burke Badenhop	98.96194	70.2	2.29	3.08	3.64	0.516	-1.125	-0.651	-0.037	1.641	1.168	0.553	1.121
Jose Quintana	99.05904	200.1	3.32	2.81	3.37	0.540	-0.242	-0.978	-0.451	0.782	1.518	0.991	1.097
Tony Watson	95.66885	77.1	1.63	2.69	2.84	-0.275	-1.690	-1.123	-1.264	1.415	0.848	0.989	1.084
Jonathan Papelbon	97.28571	66.1	2.04	2.53	3.5	0.114	-1.339	-1.317	-0.251	1.453	1.430	0.365	1.083
Jake Diekman	98.10863	71	3.8	2.65	2.83	0.311	0.170	-1.172	-1.279	0.142	1.483	1.591	1.072
Hiroki Kuroda	101.1037	199	3.71	3.6	3.54	1.031	0.093	-0.022	-0.190	0.939	1.053	1.221	1.071
Rubby de la Rosa	104.161	101.2	4.43	4.3	4.03	1.766	0.710	0.825	0.562	1.056	0.941	1.204	1.067
Adam Warren	98.38272	78.2	2.97	2.89	3.28	0.377	-0.542	-0.881	-0.589	0.919	1.258	0.966	1.048
Hisashi Iwakuma	98.69676	179	3.52	3.25	2.85	0.453	-0.070	-0.446	-1.249	0.523	0.898	1.701	1.041
David Price	97.39038	248.1	3.26	2.78	2.76	0.139	-0.293	-1.014	-1.387	0.432	1.153	1.526	1.037
Drew Storen	96.05195	56.1	1.12	2.71	3.39	-0.183	-2.128	-1.099	-0.420	1.945	0.916	0.237	1.033
Dallas Keuchel	98.45421	200	2.92	3.21	3.2	0.394	-0.585	-0.494	-0.712	0.979	0.888	1.106	0.991
Jeurys Familia	97.98137	77.1	2.21	3.07	3.49	0.281	-1.193	-0.663	-0.267	1.474	0.944	0.548	0.989
Bryan Shaw	99.27796	76.1	2.59	3.42	3.65	0.592	-0.868	-0.240	-0.021	1.460	0.832	0.614	0.969
Javy Guerra	102.0758	46.1	2.91	3.95	4.44	1.265	-0.593	0.402	1.191	1.858	0.863	0.074	0.932
Fernando Rodney	97.26573	66.1	2.85	2.83	3.14	0.109	-0.645	-0.954	-0.804	0.753	1.063	0.913	0.910
Yohan Pino	103.686	60.1	5.07	3.94	4.08	1.652	1.258	0.389	0.638	0.393	1.262	1.013	0.890
Sean Doolittle	93.22951	62.2	2.73	1.71	2.25	-0.861	-0.748	-2.309	-2.169	-0.114	1.448	1.308	0.881
Ronald Belisario	102.6644	66.1	5.56	3.54	3.69	1.406	1.678	-0.095	0.040	-0.272	1.501	1.366	0.865
Oliver Perez	97.85156	58.2	2.91	3.23	3.16	0.250	-0.593	-0.470	-0.773	0.843	0.719	1.023	0.862
Glen Perkins	98.33462	61.2	3.65	3.1	3.11	0.366	0.041	-0.627	-0.850	0.325	0.993	1.215	0.844
Trevor Rosenthal	98.89058	70.1	3.2	2.99	3.73	0.499	-0.345	-0.760	0.101	0.844	1.259	0.398	0.834
Blaine Boyer	99.0375	40.1	3.57	2.93	3.64	0.535	-0.027	-0.833	-0.037	0.562	1.367	0.571	0.834
Phil Hughes	97.50175	209.2	3.52	2.65	3.18	0.166	-0.070	-1.172	-0.742	0.236	1.337	0.908	0.827
Anthony Varvaro	97.29817	54.2	2.63	3.21	3.15	0.117	-0.833	-0.494	-0.788	0.950	0.611	0.905	0.822
Matt Shoemaker	98.10954	136	3.04	3.26	3.28	0.312	-0.482	-0.433	-0.589	0.793	0.745	0.901	0.813
Anthony Swarzak	103.4947	86	4.6	3.77	4.57	1.606	0.855	0.184	1.390	0.750	1.422	0.215	0.796
Tommy Hunter	97.63052	60.2	2.97	3.15	3.23	0.196	-0.542	-0.567	-0.666	0.738	0.763	0.862	0.788
Jason Vargas	101.3455	187	3.71	3.84	4.05	1.089	0.093	0.268	0.592	0.997	0.821	0.497	0.771
Nick Vincent	96.90698	55	3.6	2.77	2.91	0.023	-0.002	-1.026	-1.157	0.024	1.049	1.179	0.751
Kyle Gibson	101.8904	179.1	4.47	3.8	3.99	1.220	0.744	0.220	0.500	0.476	1.000	0.720	0.732
Sonny Gray	98.52948	219	3.08	3.46	3.47	0.412	-0.448	-0.191	-0.297	0.860	0.604	0.710	0.725
Shawn Tolleson	100.1486	71.2	2.76	4.23	3.83	0.802	-0.722	0.740	0.255	1.523	0.061	0.547	0.710
Marcus Stroman	97.45693	130.2	3.65	2.84	3.17	0.155	0.041	-0.942	-0.758	0.114	1.096	0.913	0.708
Yordano Ventura	99.40971	183	3.2	3.6	3.74	0.624	-0.345	-0.022	0.117	0.969	0.646	0.507	0.707
Ricky Nolasco	103.646	159	5.38	4.3	3.97	1.642	1.524	0.825	0.470	0.118	0.817	1.172	0.702
Carlos Martinez	99.22772	89.1	4.03	3.18	3.54	0.580	0.367	-0.530	-0.190	0.213	1.111	0.770	0.698
Edward Mujica	100.4941	60	3.9	3.7	3.82	0.885	0.255	0.099	0.240	0.629	0.786	0.645	0.687
Bud Norris	101.2851	165.1	3.65	4.22	3.98	1.075	0.041	0.728	0.485	1.034	0.346	0.590	0.657
Anibal Sanchez	97.57115	126	3.43	2.71	3.56	0.182	-0.147	-1.099	-0.159	0.330	1.281	0.342	0.651
Hector Rondon	93.96471	63.1	2.42	2.26	2.81	-0.684	-1.013	-1.644	-1.310	0.329	0.959	0.626	0.638
Aaron Barrett	95.48023	40.2	2.66	2.59	3.15	-0.320	-0.808	-1.244	-0.788	0.487	0.924	0.468	0.626
Francisco Rodriguez	98.61567	68	3.04	4.5	2.91	0.433	-0.482	1.067	-1.157	0.915	-0.634	1.590	0.624
Al Alburquerque	97.63983	57.1	2.51	3.78	3.33	0.199	-0.936	0.196	-0.512	1.135	0.003	0.711	0.616
Scott Baker	105.0241	80.2	5.47	4.78	4.37	1.973	1.601	1.406	1.083	0.372	0.567	0.890	0.610
T.J. McFarland	97.60784	58.2	2.76	3.29	3.62	0.191	-0.722	-0.397	-0.067	0.913	0.588	0.258	0.586
Ryan Cook	98.5297	50	3.42	3.35	3.64	0.413	-0.156	-0.325	-0.037	0.569	0.737	0.449	0.585
Fernando Salas	96.78689	58.2	3.37	2.93	3.21	-0.006	-0.199	-0.833	-0.696	0.193	0.827	0.690	0.570
Jesse Hahn	97.94118	73.1	3.07	3.4	3.59	0.271	-0.456	-0.264	-0.113	0.727	0.535	0.384	0.549
Jesse Chavez	99.36876	146	3.45	3.89	3.67	0.614	-0.130	0.329	0.009	0.745	0.285	0.605	0.545
Grant Balfour	102.8741	62.1	4.91	3.95	4.49	1.457	1.121	0.402	1.268	0.335	1.055	0.189	0.526
Tim Stauffer	96.92308	64.1	3.5	3.02	3.25	0.026	-0.087	-0.724	-0.635	0.114	0.750	0.661	0.509
Brett Oberholtzer	101.0112	143.2	4.39	3.56	4.25	1.009	0.675	-0.070	0.899	0.333	1.079	0.110	0.507
Hector Noesi	103.6153	172.1	4.75	4.83	4.29	1.635	0.984	1.467	0.961	0.651	0.168	0.674	0.498
Danny Duffy	99.53748	149.1	2.53	3.83	4.42	0.655	-0.919	0.256	1.160	1.574	0.398	-0.505	0.489
Brad Brach	99.70076	62.1	3.18	3.9	4.12	0.694	-0.362	0.341	0.700	1.056	0.353	-0.006	0.468
Adam Wainwright	95.36653	227	2.38	2.88	3.34	-0.348	-1.048	-0.893	-0.497	0.700	0.546	0.149	0.465
Zach McAllister	100.5942	86	5.23	3.45	3.84	0.909	1.395	-0.204	0.270	-0.487	1.112	0.638	0.421
Madison Bumgarner	95.43165	217.1	2.98	3.05	2.99	-0.332	-0.533	-0.688	-1.034	0.201	0.356	0.702	0.420
David Carpenter	96.32103	61	3.54	2.94	3.19	-0.118	-0.053	-0.821	-0.727	-0.065	0.702	0.609	0.415
Jeremy Hellickson	101.4947	63.2	4.52	4.15	4.13	1.125	0.787	0.644	0.715	0.338	0.481	0.410	0.410
Danny Farquhar	94.57931	71	2.66	2.86	2.94	-0.537	-0.808	-0.918	-1.111	0.271	0.381	0.574	0.408
Samuel Deduno	101.6614	100.2	4.47	4.31	4.12	1.165	0.744	0.837	0.700	0.421	0.328	0.465	0.405
Scott Kazmir	97.7825	190.1	3.55	3.35	3.59	0.233	-0.045	-0.325	-0.113	0.278	0.558	0.346	0.394
Joba Chamberlain	96.97398	63	3.57	3.16	3.35	0.039	-0.027	-0.554	-0.482	0.066	0.593	0.520	0.393
Joel Peralta	97.86415	63.1	4.41	3.4	3.11	0.253	0.693	-0.264	-0.850	-0.440	0.517	1.102	0.393
Addison Reed	98.92857	59.1	4.25	4.03	3.26	0.508	0.555	0.498	-0.620	-0.047	0.010	1.128	0.364
Rafael Soriano	97.47692	62	3.19	3.08	3.92	0.160	-0.353	-0.651	0.393	0.513	0.811	-0.233	0.363
Jeremy Guthrie	101.5016	202.2	4.13	4.32	4.33	1.127	0.453	0.849	1.022	0.674	0.277	0.105	0.352
Justin De Fratus	95.69863	52.2	2.39	3.11	3.53	-0.268	-1.039	-0.615	-0.205	0.771	0.347	-0.062	0.352
A.J. Ramos	96.7	64	2.11	3.21	4.11	-0.027	-1.279	-0.494	0.684	1.252	0.467	-0.712	0.336
Jeff Samardzija	95.51422	219.2	2.99	3.2	3.07	-0.312	-0.525	-0.506	-0.911	0.213	0.194	0.599	0.335
Chris Tillman	99.65717	207.1	3.34	4.01	4.2	0.683	-0.225	0.474	0.823	0.908	0.209	-0.139	0.326
Johnny Cueto	94.98543	243.2	2.25	3.3	3.21	-0.439	-1.159	-0.385	-0.696	0.720	-0.054	0.257	0.308
Jacob deGrom	94.00885	140.1	2.69	2.67	3.03	-0.674	-0.782	-1.147	-0.973	0.108	0.474	0.299	0.293
Chris Capuano	99.88811	97.1	4.35	3.91	3.89	0.739	0.641	0.353	0.347	0.098	0.386	0.392	0.292
Zack Greinke	93.82881	202.1	2.71	2.97	2.72	-0.717	-0.765	-0.784	-1.448	0.048	0.067	0.731	0.282
Antonio Bastardo	97.7786	64	3.94	3.1	3.81	0.232	0.290	-0.627	0.224	-0.058	0.859	0.008	0.270
Clay Buchholz	101.3921	170.1	5.34	4.01	4.04	1.100	1.490	0.474	0.577	-0.389	0.626	0.523	0.253
Jason Grilli	98.25311	54	4	3.37	3.83	0.346	0.341	-0.300	0.255	0.005	0.646	0.091	0.248
Rick Porcello	97.73333	204.2	3.43	3.67	3.68	0.221	-0.147	0.063	0.025	0.369	0.158	0.196	0.241
Wei-Yin Chen	98.38177	185.2	3.54	3.89	3.75	0.377	-0.053	0.329	0.132	0.430	0.048	0.245	0.241
Jake Odorizzi	99.15299	168	4.13	3.75	3.9	0.562	0.453	0.160	0.362	0.110	0.403	0.200	0.238
Juan Gutierrez	100.2388	63.2	3.96	4.03	4.29	0.823	0.307	0.498	0.961	0.516	0.325	-0.137	0.235
Charlie Furbush	94.55932	42.1	3.61	2.8	2.83	-0.542	0.007	-0.990	-1.279	-0.548	0.449	0.738	0.213
Allen Webster	103.3629	59	5.03	4.35	4.97	1.574	1.224	0.886	2.004	0.350	0.688	-0.430	0.203
Dan Otero	95.10141	86.2	2.28	3.28	3.48	-0.411	-1.133	-0.409	-0.282	0.722	-0.002	-0.129	0.197
Jose Veras	101.0985	46	4.5	4.61	4.02	1.030	0.770	1.200	0.546	0.260	-0.170	0.483	0.191
Tom Wilhelmsen	96.25868	79.1	2.27	3.74	3.69	-0.133	-1.142	0.147	0.040	1.009	-0.281	-0.173	0.185
Nick Tepesch	103.3408	126	4.36	5.01	4.9	1.569	0.650	1.684	1.897	0.919	-0.116	-0.328	0.158
Trevor Bauer	99.73605	153	4.18	4.01	4.14	0.702	0.495	0.474	0.731	0.207	0.228	-0.028	0.136
Gavin Floyd	96.11354	54.1	2.65	3.79	3.47	-0.168	-0.816	0.208	-0.297	0.648	-0.376	0.129	0.134
Fernando Abad	94.24885	57.1	1.57	3.25	3.64	-0.616	-1.742	-0.446	-0.037	1.126	-0.171	-0.580	0.125
Sam Dyson	94.50829	42	2.14	3.16	3.52	-0.554	-1.253	-0.554	-0.221	0.699	0.001	-0.333	0.122
Scott Feldman	99.39477	180.1	3.74	4.11	4.19	0.620	0.118	0.595	0.807	0.502	0.025	-0.187	0.114
Brett Anderson	95.14444	43.1	2.91	2.99	3.55	-0.401	-0.593	-0.760	-0.175	0.192	0.359	-0.226	0.108
Clayton Kershaw	88.67875	198.1	1.77	1.81	2.08	-1.955	-1.570	-2.188	-2.430	-0.384	0.233	0.475	0.108
Trevor May	105.7934	45.2	7.88	4.77	4.38	2.158	3.667	1.394	1.099	-1.509	0.764	1.059	0.105
Neal Cotts	98.45105	66.2	4.32	3.58	3.86	0.394	0.615	-0.046	0.301	-0.222	0.440	0.093	0.104
Drew Pomeranz	95.96763	69	2.35	3.77	3.65	-0.203	-1.073	0.184	-0.021	0.870	-0.387	-0.182	0.100
Caleb Thielbar	98.10194	47.2	3.4	3.55	4.34	0.310	-0.173	-0.082	1.037	0.483	0.392	-0.728	0.049
Alex Torres	98.12033	54	3.33	3.72	4.27	0.314	-0.233	0.123	0.930	0.547	0.191	-0.616	0.041
Jared Burton	100.6618	64	4.36	4.23	4.55	0.925	0.650	0.740	1.360	0.275	0.184	-0.435	0.008
Justin Verlander	99.27541	206	4.54	3.74	4.19	0.592	0.804	0.147	0.807	-0.212	0.444	-0.216	0.006
Logan Ondrusek	99.83598	41	5.49	3.91	3.8	0.726	1.618	0.353	0.209	-0.892	0.373	0.518	0.000
Aaron Loup	97.16254	68.2	3.15	3.83	3.92	0.084	-0.388	0.256	0.393	0.472	-0.172	-0.309	-0.003
Drew Smyly	96.79612	153	3.24	3.77	3.76	-0.004	-0.310	0.184	0.147	0.306	-0.188	-0.152	-0.011
Colby Lewis	101.4738	170.1	5.18	4.46	4.36	1.120	1.353	1.019	1.068	-0.233	0.101	0.052	-0.026
Scott Carroll	102.0035	129.1	4.8	4.77	4.58	1.247	1.027	1.394	1.406	0.220	-0.147	-0.158	-0.028
Yusmeiro Petit	93.5689	117	3.69	2.78	2.84	-0.780	0.075	-1.014	-1.264	-0.855	0.235	0.485	-0.045
TJ House	95.18182	102	3.35	3.69	3.1	-0.392	-0.216	0.087	-0.865	-0.176	-0.479	0.473	-0.061
Tyson Ross	93.74353	195.2	2.81	3.24	3.11	-0.738	-0.679	-0.458	-0.850	-0.059	-0.280	0.112	-0.075
Jake Peavy	98.56973	202.2	3.73	4.11	4.18	0.422	0.110	0.595	0.792	0.313	-0.173	-0.370	-0.077
Jered Weaver	98.77303	213.1	3.59	4.19	4.3	0.471	-0.010	0.692	0.976	0.481	-0.221	-0.505	-0.082
Josh Tomlin	97.42377	104	4.76	4.01	3.16	0.147	0.993	0.474	-0.773	-0.846	-0.327	0.920	-0.084
Brandon League	95.77143	63	2.57	3.4	4.09	-0.250	-0.885	-0.264	0.654	0.634	0.014	-0.904	-0.085
Seth Maness	94.19527	80.1	2.91	3.38	3.19	-0.629	-0.593	-0.288	-0.727	-0.036	-0.341	0.098	-0.093
Brad Peacock	101.9643	131.2	4.72	4.99	4.56	1.238	0.958	1.660	1.375	0.280	-0.422	-0.137	-0.093
John Lackey	96.56158	198	3.82	3.78	3.48	-0.060	0.187	0.196	-0.282	-0.247	-0.256	0.222	-0.094
Ian Kennedy	95.29314	201	3.63	3.21	3.44	-0.365	0.024	-0.494	-0.344	-0.389	0.129	-0.022	-0.094
Sam LeCure	98.7012	56.2	3.81	4.24	4.13	0.454	0.178	0.753	0.715	0.276	-0.299	-0.261	-0.095
Mike Morin	94.85317	59	2.9	3.08	3.76	-0.471	-0.602	-0.651	0.147	0.131	0.180	-0.618	-0.102
Chase Whitley	99.39697	75.2	5.23	4.14	3.77	0.621	1.395	0.632	0.163	-0.774	-0.011	0.458	-0.109
Randall Delgado	97.87611	77.2	4.87	3.39	3.85	0.255	1.087	-0.276	0.286	-0.831	0.532	-0.030	-0.110
Jason Hammel	96.42458	176.1	3.47	3.92	3.57	-0.093	-0.113	0.365	-0.144	0.020	-0.459	0.051	-0.129
David Huff	98.0814	59	3.36	4.13	4.25	0.305	-0.208	0.619	0.899	0.512	-0.315	-0.594	-0.132
Jerome Williams	99.42052	115	4.77	4.16	4.09	0.627	1.001	0.656	0.654	-0.375	-0.029	-0.027	-0.144
Bryan Morris	94.86765	64.1	1.82	4.1	3.65	-0.467	-1.528	0.583	-0.021	1.060	-1.051	-0.446	-0.146
Chase Anderson	97.65432	114.1	4.01	4.22	3.67	0.202	0.350	0.728	0.009	-0.147	-0.526	0.193	-0.160
David Phelps	99.57143	113	4.38	4.41	4.22	0.663	0.667	0.958	0.853	-0.004	-0.295	-0.190	-0.163
Carlos Torres	95.70617	97	3.06	3.86	3.59	-0.266	-0.465	0.293	-0.113	0.199	-0.559	-0.153	-0.171
Nick Martinez	102.7934	140.1	4.55	4.94	5.24	1.437	0.813	1.600	2.418	0.625	-0.162	-0.981	-0.173
Jerry Blevins	95.284	57.1	4.87	2.77	3.25	-0.367	1.087	-1.026	-0.635	-1.454	0.659	0.268	-0.176
Blake Treinen	93.71963	50.2	2.49	3.09	3.62	-0.743	-0.953	-0.639	-0.067	0.210	-0.104	-0.676	-0.190
Justin Wilson	97.16602	60	4.2	3.62	3.88	0.085	0.513	0.002	0.332	-0.428	0.083	-0.247	-0.197
Tyler Skaggs	96.64009	113	4.3	3.55	3.65	-0.042	0.598	-0.082	-0.021	-0.640	0.041	-0.020	-0.206
Vidal Nuno	99.47128	161.2	4.56	4.51	4.11	0.639	0.821	1.079	0.684	-0.182	-0.440	-0.046	-0.223
Julio Teheran	94.9276	221	2.89	3.49	3.72	-0.453	-0.610	-0.155	0.086	0.157	-0.298	-0.539	-0.227
Brandon Workman	100.1984	87	5.17	4.44	4.19	0.814	1.344	0.995	0.807	-0.530	-0.181	0.006	-0.235
Jake Arrieta	90.2671	156.2	2.53	2.26	2.73	-1.573	-0.919	-1.644	-1.433	-0.654	0.071	-0.140	-0.241
Dan Jennings	92.98352	40.1	1.34	3.48	3.71	-0.920	-1.939	-0.167	0.071	1.019	-0.753	-0.991	-0.242
Doug Fister	95.21626	164	2.41	3.93	3.85	-0.384	-1.022	0.377	0.286	0.638	-0.761	-0.669	-0.264
Wily Peralta	96.38783	198.2	3.53	4.11	3.64	-0.102	-0.062	0.595	-0.037	-0.040	-0.697	-0.066	-0.268
Drew Hutchison	97.4542	184.2	4.48	3.85	3.82	0.154	0.753	0.281	0.240	-0.598	-0.126	-0.085	-0.270
Jordan Zimmermann	91.63691	199.2	2.66	2.68	3.1	-1.244	-0.808	-1.135	-0.865	-0.436	-0.109	-0.379	-0.308
Brandon McCarthy	94.25239	200	4.05	3.55	2.87	-0.615	0.384	-0.082	-1.218	-0.999	-0.533	0.603	-0.310
Marc Rzepczynski	92.39286	46	2.74	2.85	3.29	-1.062	-0.739	-0.930	-0.574	-0.323	-0.133	-0.489	-0.315
Jarred Cosart	96.87598	180.1	3.69	3.77	4.15	0.015	0.075	0.184	0.746	-0.060	-0.169	-0.731	-0.320
Joe Nathan	98.40076	58	4.81	3.94	4.14	0.382	1.035	0.389	0.731	-0.654	-0.008	-0.349	-0.337
Jenrry Mejia	95.29736	93.2	3.65	3.73	3.55	-0.364	0.041	0.135	-0.175	-0.405	-0.500	-0.189	-0.365
LaTroy Hawkins	95.11504	54.1	3.31	3.39	3.95	-0.408	-0.250	-0.276	0.439	-0.158	-0.132	-0.847	-0.379
Alfredo Simon	96.98289	196.1	3.44	4.33	4.05	0.041	-0.139	0.861	0.592	0.180	-0.821	-0.552	-0.397
Tsuyoshi Wada	95.57785	69.1	3.25	3.75	3.96	-0.297	-0.302	0.160	0.454	0.005	-0.456	-0.751	-0.401
J.P. Howell	92.82609	49	2.39	3.3	3.52	-0.958	-1.039	-0.385	-0.221	0.081	-0.573	-0.737	-0.410
Justin Grimm	94.49315	69	3.78	3.2	3.63	-0.557	0.153	-0.506	-0.052	-0.710	-0.051	-0.506	-0.422
Miguel Gonzalez	98.42264	159	3.23	4.89	4.46	0.387	-0.319	1.539	1.222	0.706	-1.152	-0.835	-0.427
Phil Coke	96.23077	58	3.88	3.98	3.79	-0.140	0.238	0.438	0.194	-0.378	-0.578	-0.333	-0.430
Ubaldo Jimenez	99.96203	125.1	4.81	4.67	4.48	0.757	1.035	1.273	1.252	-0.279	-0.516	-0.495	-0.430
Daniel Webb	98.64527	67.2	3.99	4.52	4.45	0.440	0.333	1.091	1.206	0.108	-0.651	-0.766	-0.436
Mike Leake	95.11419	214.1	3.7	3.88	3.49	-0.408	0.084	0.317	-0.267	-0.492	-0.725	-0.141	-0.453
Roenis Elias	96.48052	163.2	3.85	4.03	3.95	-0.080	0.213	0.498	0.439	-0.292	-0.578	-0.519	-0.463
Erik Bedard	99.15205	75.2	4.76	4.39	4.48	0.562	0.993	0.934	1.252	-0.430	-0.372	-0.690	-0.498
Odrisamer Despaigne	95.33663	96.1	3.36	3.74	4.01	-0.355	-0.208	0.147	0.531	-0.147	-0.502	-0.886	-0.512
Jose Fernandez	87.67805	51.2	2.44	2.18	2.18	-2.195	-0.996	-1.740	-2.277	-1.199	-0.455	0.082	-0.524
Hyun-Jin Ryu	91.28135	152	3.38	2.62	3.03	-1.329	-0.190	-1.208	-0.973	-1.139	-0.121	-0.357	-0.539
Brian Matusz	95.89956	51.2	3.48	4	4.06	-0.220	-0.105	0.462	0.608	-0.115	-0.682	-0.827	-0.541
Chris Hatcher	90.61207	56	3.38	2.56	2.78	-1.490	-0.190	-1.281	-1.356	-1.300	-0.210	-0.134	-0.548
Brandon Kintzler	96.15481	58.1	3.24	4.68	3.87	-0.158	-0.310	1.285	0.316	0.152	-1.443	-0.474	-0.588
R.A. Dickey	96.65646	215.2	3.71	4.32	4.14	-0.038	0.093	0.849	0.731	-0.130	-0.887	-0.768	-0.595
Joe Kelly	97.39036	96.1	4.2	4.37	4.19	0.139	0.513	0.910	0.807	-0.374	-0.771	-0.668	-0.604
Jon Niese	94.06616	187.2	3.4	3.67	3.63	-0.660	-0.173	0.063	-0.052	-0.487	-0.723	-0.608	-0.606
Miles Mikolas	101.2824	57.1	6.44	4.77	4.51	1.074	2.433	1.394	1.298	-1.359	-0.320	-0.224	-0.634
Dustin McGowan	99.42655	82	4.17	5.02	4.74	0.628	0.487	1.696	1.651	0.141	-1.068	-1.023	-0.650
Chris Young	99.75581	165	3.65	5.02	5.19	0.707	0.041	1.696	2.342	0.666	-0.989	-1.634	-0.653
J.A. Happ	96.52006	158	4.22	4.27	3.95	-0.070	0.530	0.789	0.439	-0.600	-0.859	-0.509	-0.656
Alex Wood	91.44813	171.2	2.78	3.25	3.19	-1.289	-0.705	-0.446	-0.727	-0.585	-0.844	-0.562	-0.663
Brian Duensing	96.86463	54.1	3.31	4.51	4.46	0.012	-0.250	1.079	1.222	0.263	-1.067	-1.209	-0.671
Stephen Strasburg	89.79507	215	3.14	2.94	2.56	-1.686	-0.396	-0.821	-1.694	-1.290	-0.866	0.007	-0.716
Brandon Maurer	95.68771	69.2	4.65	3.49	4.06	-0.270	0.898	-0.155	0.608	-1.169	-0.115	-0.878	-0.721
Tommy Kahnle	95.67368	68.2	4.19	4.02	3.9	-0.274	0.504	0.486	0.362	-0.778	-0.760	-0.636	-0.725
Yovani Gallardo	94.10894	192.1	3.51	3.94	3.64	-0.650	-0.079	0.389	-0.037	-0.571	-1.039	-0.613	-0.741
Tim Hudson	93.34171	189.1	3.57	3.54	3.57	-0.834	-0.027	-0.095	-0.144	-0.807	-0.740	-0.690	-0.745
Cesar Ramos	96.30556	82.2	3.7	4.25	4.36	-0.122	0.084	0.765	1.068	-0.206	-0.887	-1.190	-0.761
Hector Santiago	96.73503	127.1	3.75	4.29	4.57	-0.019	0.127	0.813	1.390	-0.146	-0.832	-1.409	-0.795
Lance Lynn	92.2762	203.2	2.74	3.35	3.81	-1.090	-0.739	-0.325	0.224	-0.351	-0.766	-1.314	-0.810
Mark Buehrle	94.12485	202	3.39	3.66	4.09	-0.646	-0.182	0.051	0.654	-0.464	-0.697	-1.300	-0.820
Josh Beckett	93.86526	115.2	2.88	4.33	3.73	-0.708	-0.619	0.861	0.101	-0.089	-1.570	-0.810	-0.823
Andrew Cashner	90.85771	123.1	2.55	3.09	3.53	-1.431	-0.902	-0.639	-0.205	-0.529	-0.792	-1.226	-0.849
John Danks	98.48304	193.2	4.74	4.76	4.62	0.401	0.975	1.382	1.467	-0.574	-0.980	-1.066	-0.873
Wesley Wright	92.58852	48.1	3.17	3.44	3.8	-1.015	-0.370	-0.216	0.209	-0.645	-0.800	-1.224	-0.889
Esmil Rogers	98.21782	45.2	5.72	4.73	4.02	0.338	1.815	1.346	0.546	-1.478	-1.008	-0.209	-0.898
Carlos Villanueva	93.25656	77.2	4.64	3.13	3.61	-0.855	0.890	-0.591	-0.083	-1.744	-0.264	-0.772	-0.927
Cole Hamels	89.65139	204.2	2.46	3.07	3.21	-1.721	-0.979	-0.663	-0.696	-0.742	-1.058	-1.025	-0.941
A.J. Burnett	95.5369	213.2	4.59	4.14	3.95	-0.307	0.847	0.632	0.439	-1.153	-0.938	-0.746	-0.946
James Russell	92.71849	57.2	2.97	3.44	4.1	-0.984	-0.542	-0.216	0.669	-0.442	-0.768	-1.653	-0.955
Joe Saunders	105.2047	43	6.7	6.6	5.4	2.017	2.655	3.609	2.664	-0.639	-1.592	-0.647	-0.959
Wade Miley	93.94457	201.1	4.34	3.98	3.5	-0.689	0.633	0.438	-0.251	-1.322	-1.127	-0.438	-0.962
Kyle Hendricks	91.48287	80.1	2.46	3.32	3.92	-1.281	-0.979	-0.361	0.393	-0.302	-0.920	-1.674	-0.965
Cliff Lee	90.1392	81.1	3.65	2.96	3.01	-1.604	0.041	-0.796	-1.003	-1.645	-0.807	-0.601	-1.018
Homer Bailey	92.86093	145.2	3.71	3.93	3.53	-0.950	0.093	0.377	-0.205	-1.042	-1.327	-0.744	-1.038
John Axford	94.62963	54.2	3.95	4.34	3.93	-0.525	0.298	0.874	0.408	-0.823	-1.398	-0.933	-1.051
Luis Avilan	96.51295	43.1	4.57	4.24	4.55	-0.072	0.830	0.753	1.360	-0.902	-0.825	-1.432	-1.053
Brandon Cumpton	93.96764	70	4.89	3.22	3.98	-0.684	1.104	-0.482	0.485	-1.788	-0.202	-1.169	-1.053
Bartolo Colon	92.9078	202.1	4.09	3.57	3.68	-0.938	0.418	-0.058	0.025	-1.357	-0.880	-0.963	-1.067
Mat Latos	92.67381	102.1	3.25	3.65	3.99	-0.995	-0.302	0.039	0.500	-0.693	-1.033	-1.495	-1.074
Todd Redmond	93.53185	75	3.24	3.56	4.47	-0.788	-0.310	-0.070	1.237	-0.478	-0.718	-2.025	-1.074
Marco Estrada	96.47917	150.2	4.36	4.88	4.19	-0.080	0.650	1.527	0.807	-0.730	-1.607	-0.887	-1.075
Brian Schlitter	93.39669	56.1	4.15	3.61	3.92	-0.821	0.470	-0.010	0.393	-1.291	-0.811	-1.214	-1.105
Aaron Crow	97.88115	59	4.12	5.4	4.65	0.257	0.444	2.156	1.513	-0.187	-1.900	-1.256	-1.114
Henderson Alvarez	90.6943	187	2.65	3.58	3.57	-1.470	-0.816	-0.046	-0.144	-0.654	-1.424	-1.326	-1.135
Chris Perez	97.835	46.1	4.27	5.07	4.89	0.246	0.573	1.757	1.881	-0.327	-1.511	-1.636	-1.158
Trevor Cahill	95.19038	110.2	5.61	3.89	3.83	-0.390	1.721	0.329	0.255	-2.111	-0.719	-0.645	-1.158
Ryan Vogelsong	93.10526	184.2	4	3.85	3.96	-0.891	0.341	0.281	0.454	-1.232	-1.172	-1.345	-1.250
Tyler Matzek	92.92247	117.2	4.05	3.78	3.92	-0.935	0.384	0.196	0.393	-1.319	-1.131	-1.328	-1.259
Brian Wilson	95.18584	48.1	4.66	4.29	4.25	-0.391	0.907	0.813	0.899	-1.298	-1.204	-1.290	-1.264
Ernesto Frieri	98.94565	41.2	7.34	5.41	3.67	0.512	3.204	2.168	0.009	-2.692	-1.656	0.503	-1.281
Edinson Volquez	92.81971	192.2	3.04	4.15	4.2	-0.960	-0.482	0.644	0.823	-0.478	-1.603	-1.782	-1.288
Andre Rienzo	100.9904	64.2	6.82	5.73	4.69	1.004	2.758	2.556	1.574	-1.754	-1.552	-0.571	-1.292
Jared Hughes	90.30798	64.1	1.96	3.99	3.79	-1.563	-1.408	0.450	0.194	-0.156	-2.013	-1.757	-1.309
Bruce Chen	99.57399	48.1	7.45	4.58	4.62	0.663	3.298	1.164	1.467	-2.635	-0.500	-0.804	-1.313
Aaron Harang	91.99658	204.1	3.57	3.57	4.03	-1.157	-0.027	-0.058	0.562	-1.130	-1.099	-1.719	-1.316
Tommy Milone	95.73025	118	4.19	4.69	4.56	-0.260	0.504	1.297	1.375	-0.764	-1.557	-1.635	-1.319
C.J. Wilson	94.40939	175.2	4.51	4.31	4.11	-0.578	0.778	0.837	0.684	-1.356	-1.415	-1.262	-1.344
Jamey Wright	92.07792	70.1	4.35	3.47	3.8	-1.138	0.641	-0.179	0.209	-1.779	-0.959	-1.347	-1.361
David Buchanan	93.41551	117.2	3.75	4.27	4.14	-0.816	0.127	0.789	0.731	-0.943	-1.605	-1.547	-1.365
Jimmy Nelson	93.31511	69.1	4.93	3.78	3.92	-0.841	1.138	0.196	0.393	-1.979	-1.036	-1.234	-1.416
Felix Doubront	98.17033	79.2	5.54	5.13	4.83	0.326	1.661	1.830	1.789	-1.335	-1.503	-1.463	-1.434
Jeanmar Gomez	92.83704	62	3.19	4.37	4.25	-0.955	-0.353	0.910	0.899	-0.602	-1.865	-1.855	-1.441
Michael Wacha	89.64302	107	3.2	3.17	3.71	-1.723	-0.345	-0.542	0.071	-1.378	-1.181	-1.794	-1.451
Casey Janssen	93.20833	45.2	3.94	4.14	4.22	-0.866	0.290	0.632	0.853	-1.156	-1.498	-1.720	-1.458
Joe Beimel	91.03261	45	2.2	4.18	4.17	-1.389	-1.202	0.680	0.777	-0.187	-2.069	-2.166	-1.474
Tim Lincecum	93.50295	155.2	4.74	4.31	3.81	-0.795	0.975	0.837	0.224	-1.771	-1.633	-1.020	-1.474
Justin Masterson	95.65034	128.2	5.88	4.5	4.08	-0.279	1.953	1.067	0.638	-2.232	-1.347	-0.918	-1.499
Mario Hollands	92.80392	47	4.4	3.88	4.1	-0.963	0.684	0.317	0.669	-1.647	-1.280	-1.633	-1.520
Jaime Garcia	89.77401	43.2	4.12	3.82	2.94	-1.692	0.444	0.244	-1.111	-2.135	-1.936	-0.581	-1.551
Matt Cain	93.35561	90.1	4.18	4.58	4.01	-0.831	0.495	1.164	0.531	-1.326	-1.995	-1.362	-1.561
Rafael Montero	94.76804	44.1	4.06	5.14	4.33	-0.491	0.393	1.842	1.022	-0.884	-2.333	-1.513	-1.577
Ervin Santana	89.85435	196	3.95	3.39	3.47	-1.672	0.298	-0.276	-0.297	-1.970	-1.396	-1.375	-1.580
Josh Collmenter	91.31154	179.1	3.46	3.87	4.07	-1.322	-0.122	0.305	0.623	-1.200	-1.627	-1.945	-1.591
Kyle Lohse	91.49816	198.1	3.54	3.95	4.05	-1.277	-0.053	0.402	0.592	-1.224	-1.679	-1.870	-1.591
Kevin Correia	96.26638	154	5.44	4.67	4.67	-0.131	1.575	1.273	1.544	-1.707	-1.404	-1.675	-1.595
Shelby Miller	93.58933	183	3.74	4.54	4.47	-0.775	0.118	1.116	1.237	-0.893	-1.890	-2.012	-1.598
Matt Garza	90.51176	163.1	3.64	3.54	3.88	-1.514	0.033	-0.095	0.332	-1.547	-1.420	-1.846	-1.604
Martin Perez	91.47826	51.1	4.38	3.7	3.83	-1.282	0.667	0.099	0.255	-1.949	-1.381	-1.537	-1.622
Ross Detwiler	93.05109	63	4	4.16	4.47	-0.904	0.341	0.656	1.237	-1.245	-1.560	-2.141	-1.649
Craig Stammen	88.8612	72.2	3.84	3.19	3.4	-1.911	0.204	-0.518	-0.405	-2.115	-1.393	-1.506	-1.671
David Hale	92.59008	87.1	3.3	4.31	4.61	-1.015	-0.259	0.837	1.452	-0.756	-1.852	-2.466	-1.691
Vance Worley	88.30786	110.2	2.85	3.44	3.54	-2.044	-0.645	-0.216	-0.190	-1.399	-1.828	-1.854	-1.694
Dan Straily	98.33333	52	6.75	5.32	4.63	0.365	2.698	2.060	1.482	-2.333	-1.694	-1.117	-1.715
Tom Koehler	91.2939	191.1	3.81	3.84	4.15	-1.326	0.178	0.268	0.746	-1.505	-1.595	-2.072	-1.724
Charlie Morton	90.15616	157.1	3.72	3.72	3.78	-1.600	0.101	0.123	0.178	-1.701	-1.723	-1.778	-1.734
Erasmo Ramirez	96.8432	75.1	5.26	5.38	4.81	0.007	1.421	2.132	1.759	-1.414	-2.125	-1.751	-1.763
Matt Belisle	91.67376	64.2	4.87	3.74	3.92	-1.235	1.087	0.147	0.393	-2.322	-1.382	-1.628	-1.777
Zack Wheeler	88.70403	185.1	3.54	3.55	3.49	-1.949	-0.053	-0.082	-0.267	-1.895	-1.866	-1.682	-1.815
J.J. Hoover	93.73455	62.2	4.88	4.97	3.99	-0.740	1.095	1.636	0.500	-1.835	-2.376	-1.240	-1.817
Paul Maholm	94.87781	70.2	4.84	4.96	4.57	-0.465	1.061	1.624	1.390	-1.526	-2.089	-1.855	-1.823
Gerrit Cole	87.67776	138	3.65	3.23	3.25	-2.195	0.041	-0.470	-0.635	-2.236	-1.726	-1.560	-1.841
Gio Gonzalez	87.54396	158.2	3.57	3.03	3.39	-2.227	-0.027	-0.712	-0.420	-2.200	-1.516	-1.807	-1.841
Nathan Eovaldi	89.87002	199.2	4.37	3.37	3.78	-1.668	0.658	-0.300	0.178	-2.327	-1.368	-1.847	-1.847
Daisuke Matsuzaka	92.16713	83.1	3.89	4.21	4.54	-1.116	0.247	0.716	1.344	-1.363	-1.833	-2.461	-1.886
Tanner Roark	88.17778	198.2	2.85	3.47	3.84	-2.075	-0.645	-0.179	0.270	-1.430	-1.896	-2.345	-1.891
Dan Haren	89.90593	186	4.02	4.09	3.7	-1.660	0.358	0.571	0.055	-2.018	-2.231	-1.715	-1.988
Francisco Liriano	87.59913	162.1	3.38	3.59	3.4	-2.214	-0.190	-0.034	-0.405	-2.024	-2.180	-1.809	-2.004
Jorge de la Rosa	90.8737	184.1	4.1	4.34	3.95	-1.427	0.427	0.874	0.439	-1.854	-2.301	-1.866	-2.007
Jacob Turner	92.90818	113	6.13	4.16	4.05	-0.938	2.167	0.656	0.592	-3.105	-1.594	-1.531	-2.077
Mike Bolsinger	90.08403	52.1	5.5	4.01	3.31	-1.617	1.627	0.474	-0.543	-3.244	-2.091	-1.074	-2.136
Eric Stults	91.50852	176	4.3	4.63	4.17	-1.275	0.598	1.224	0.777	-1.873	-2.499	-2.051	-2.141
Rex Brothers	94.37363	56.1	5.59	4.98	4.53	-0.586	1.704	1.648	1.329	-2.290	-2.234	-1.915	-2.147
Dillon Gee	91.04035	137.1	4	4.52	4.22	-1.387	0.341	1.091	0.853	-1.728	-2.479	-2.240	-2.149
Mike Minor	91.01413	145.1	4.77	4.39	3.9	-1.394	1.001	0.934	0.362	-2.395	-2.328	-1.756	-2.159
Jordan Lyles	90.15018	126.2	4.33	4.22	3.98	-1.601	0.624	0.728	0.485	-2.225	-2.329	-2.086	-2.214
Robbie Erlin	89.29924	61.1	4.99	3.69	3.68	-1.806	1.190	0.087	0.025	-2.995	-1.893	-1.830	-2.239
Jim Johnson	96.29278	53.1	7.09	5.08	4.72	-0.125	2.990	1.769	1.620	-3.115	-1.894	-1.745	-2.251
Robbie Ross	93.92055	78.1	6.2	4.74	4.41	-0.695	2.227	1.358	1.145	-2.922	-2.053	-1.840	-2.272
CC Sabathia	90.02871	46	5.28	4.78	3.11	-1.630	1.438	1.406	-0.850	-3.069	-3.036	-0.781	-2.295
Jeff Locke	89.23175	131.1	3.91	4.37	3.9	-1.822	0.264	0.910	0.362	-2.086	-2.732	-2.184	-2.334
Kyle Kendrick	91.17688	199	4.61	4.57	4.35	-1.354	0.864	1.152	1.053	-2.218	-2.506	-2.407	-2.377
Franklin Morales	93.86533	142.1	5.37	5.42	4.53	-0.708	1.515	2.181	1.329	-2.224	-2.889	-2.037	-2.383
Nick Masset	92.4455	45	5.8	4.33	4.56	-1.050	1.884	0.861	1.375	-2.934	-1.911	-2.425	-2.423
Christian Bergman	93.16867	54.2	5.93	4.74	4.55	-0.876	1.995	1.358	1.360	-2.871	-2.233	-2.235	-2.447
Jhoulys Chacin	92.60662	63.1	5.4	4.82	4.53	-1.011	1.541	1.454	1.329	-2.552	-2.465	-2.340	-2.452
Bronson Arroyo	88.48459	86	4.08	4.32	3.88	-2.001	0.410	0.849	0.332	-2.411	-2.851	-2.333	-2.532
Craig Breslow	95.07308	54.1	5.96	5.34	5.13	-0.418	2.021	2.084	2.250	-2.439	-2.502	-2.668	-2.536
Yohan Flande	88.45228	59	5.19	4	3.73	-2.009	1.361	0.462	0.101	-3.370	-2.471	-2.111	-2.651
Tony Cingrani	91.36429	63.1	4.55	5.37	4.45	-1.309	0.813	2.120	1.206	-2.122	-3.429	-2.516	-2.689
Travis Wood	89.86428	173.2	5.03	4.38	4.51	-1.670	1.224	0.922	1.298	-2.894	-2.592	-2.968	-2.818
Juan Nicasio	90.62836	93.2	5.38	5.45	4.18	-1.486	1.524	2.217	0.792	-3.010	-3.703	-2.278	-2.997
Edwin Jackson	89.72512	140.2	6.33	4.45	4.12	-1.703	2.338	1.007	0.700	-4.042	-2.710	-2.403	-3.052
Roberto Hernandez	88.22853	164.2	4.1	4.85	4.52	-2.063	0.427	1.491	1.314	-2.490	-3.554	-3.377	-3.140
Brad Hand	85.43038	111	4.38	4.2	4.28	-2.735	0.667	0.704	0.945	-3.402	-3.439	-3.681	-3.507

2015:

pitcher	AVG WRC+ against	IP	ERA	FIP	xFIP	AVG WRC+ against	ERA	FIP	xFIP	ERA	FIP	xFIP	avg Delta
Kenley Jansen	102.900	52.1	2.41	2.14	2.29	1.439	-1.246	-2.024	-2.379	2.685	3.463	3.818	3.322
Mark Lowe	103.609	55	1.96	2.57	2.83	1.608	-1.641	-1.524	-1.587	3.249	3.133	3.196	3.193
Dellin Betances	101.991	84	1.50	2.48	2.41	1.221	-2.044	-1.629	-2.203	3.266	2.850	3.424	3.180
Zach Britton	100.387	65.2	1.92	2.01	1.75	0.837	-1.676	-2.175	-3.170	2.513	3.013	4.008	3.178
Andrew Miller	100.955	61.2	2.04	2.16	2.06	0.973	-1.571	-2.001	-2.716	2.544	2.974	3.689	3.069
Will Smith	102.553	63.1	2.70	2.47	2.75	1.356	-0.991	-1.641	-1.705	2.347	2.996	3.060	2.801
Darren O'Day	101.377	65.1	1.52	2.49	3.05	1.074	-2.027	-1.617	-1.265	3.101	2.692	2.339	2.711
Luke Gregerson	103.146	61	3.10	2.86	2.71	1.498	-0.640	-1.187	-1.763	2.138	2.685	3.261	2.695
Wade Davis	100.143	67.1	0.94	2.29	3.07	0.779	-2.536	-1.850	-1.235	3.315	2.629	2.015	2.653
Carson Smith	99.521	70	2.31	2.12	2.36	0.630	-1.334	-2.047	-2.276	1.964	2.678	2.906	2.516
Ken Giles	99.312	70	1.80	2.13	3.05	0.580	-1.781	-2.036	-1.265	2.361	2.616	1.845	2.274
Masahiro Tanaka	104.652	154	3.51	3.98	3.29	1.858	-0.281	0.115	-0.913	2.139	1.743	2.771	2.217
Sam Dyson	100.929	75.1	2.63	2.94	2.83	0.967	-1.053	-1.094	-1.587	2.020	2.061	2.554	2.212
Aroldis Chapman	97.353	66.1	1.63	1.94	2.49	0.111	-1.930	-2.257	-2.086	2.042	2.368	2.197	2.202
Chris Archer	101.681	212	3.23	2.90	3.01	1.147	-0.526	-1.141	-1.323	1.673	2.288	2.470	2.144
Francisco Rodriguez	99.569	57	2.21	2.91	2.63	0.642	-1.421	-1.129	-1.880	2.063	1.771	2.522	2.119
Brett Cecil	98.463	54.1	2.48	2.34	2.39	0.377	-1.184	-1.792	-2.232	1.561	2.169	2.609	2.113
Cesar Ramos	102.701	52.1	2.75	3.02	3.79	1.391	-0.948	-1.001	-0.180	2.339	2.392	1.571	2.101
Jeurys Familia	98.529	78	1.85	2.74	2.55	0.393	-1.737	-1.327	-1.998	2.130	1.719	2.391	2.080
Cody Allen	98.727	69.1	2.99	1.82	2.83	0.440	-0.737	-2.396	-1.587	1.177	2.837	2.028	2.014
Pat Neshek	105.117	54.2	3.62	3.94	3.93	1.969	-0.184	0.069	0.025	2.153	1.901	1.944	1.999
Keone Kela	99.309	60.1	2.39	2.64	2.88	0.579	-1.263	-1.443	-1.514	1.843	2.022	2.093	1.986
Junichi Tazawa	103.543	58.2	4.14	3.05	3.73	1.592	0.272	-0.966	-0.268	1.320	2.559	1.860	1.913
Michael Pineda	102.627	160.2	4.37	3.34	2.95	1.373	0.474	-0.629	-1.411	0.900	2.002	2.785	1.896
Sergio Romo	97.478	57.1	2.98	1.91	2.42	0.141	-0.746	-2.292	-2.188	0.887	2.433	2.330	1.883
Xavier Cedeno	100.270	46	2.35	3.26	3.16	0.809	-1.299	-0.722	-1.103	2.108	1.531	1.913	1.851
Eduardo Rodriguez	104.835	121.2	3.85	3.92	4.05	1.902	0.018	0.045	0.201	1.884	1.856	1.701	1.814
Brandon Maurer	102.388	51	3.00	3.31	3.85	1.316	-0.728	-0.664	-0.092	2.044	1.980	1.408	1.811
John Axford	103.892	55.2	4.20	3.57	3.74	1.676	0.325	-0.362	-0.253	1.351	2.038	1.929	1.773
Trevor Gott	104.144	47.2	3.02	3.74	4.44	1.736	-0.711	-0.164	0.773	2.447	1.900	0.963	1.770
Pedro Strop	100.456	68	2.91	3.16	3.16	0.854	-0.807	-0.838	-1.103	1.661	1.692	1.957	1.770
Tony Sipp	99.292	54.1	1.99	2.93	3.34	0.575	-1.614	-1.106	-0.840	2.190	1.681	1.415	1.762
Felipe Rivero	99.937	48.1	2.79	2.64	3.44	0.730	-0.912	-1.443	-0.693	1.642	2.172	1.423	1.746
Luis Severino	103.337	62.1	2.89	4.37	3.72	1.543	-0.825	0.568	-0.283	2.368	0.975	1.826	1.723
Sonny Gray	101.491	208	2.73	3.45	3.69	1.102	-0.965	-0.501	-0.327	2.067	1.603	1.428	1.699
Kevin Siegrist	100.372	74.2	2.17	2.91	3.93	0.834	-1.456	-1.129	0.025	2.290	1.963	0.808	1.687
Shawn Tolleson	100.930	72.1	2.99	3.44	3.31	0.967	-0.737	-0.513	-0.884	1.704	1.480	1.851	1.678
Derek Holland	108.461	58.2	4.91	5.30	4.45	2.769	0.948	1.650	0.788	1.822	1.120	1.982	1.641
Carlos Carrasco	99.226	183.2	3.63	2.84	2.66	0.560	-0.175	-1.210	-1.836	0.735	1.770	2.396	1.634
Glen Perkins	102.681	57	3.32	3.82	3.76	1.386	-0.447	-0.071	-0.224	1.834	1.457	1.610	1.634
Josh Fields	99.435	50.2	3.55	2.19	3.33	0.610	-0.246	-1.966	-0.854	0.855	2.576	1.464	1.632
Casey Fien	103.377	63.1	3.55	3.45	4.27	1.553	-0.246	-0.501	0.524	1.799	2.054	1.029	1.627
Justin Wilson	99.131	61	3.10	2.69	3.12	0.537	-0.640	-1.385	-1.162	1.177	1.922	1.699	1.599
Brad Brach	100.769	79.1	2.72	3.47	3.61	0.929	-0.974	-0.478	-0.444	1.903	1.407	1.373	1.561
Mike Dunn	104.213	54	4.50	3.89	3.92	1.753	0.588	0.010	0.011	1.165	1.742	1.742	1.550
Jose Quintana	100.814	206.1	3.36	3.18	3.51	0.940	-0.412	-0.815	-0.590	1.352	1.755	1.530	1.546
Mark Melancon	97.942	76.2	2.23	2.82	3.07	0.252	-1.404	-1.234	-1.235	1.656	1.486	1.488	1.543
Tyler Duffey	100.690	58	3.10	3.24	3.64	0.910	-0.640	-0.745	-0.400	1.550	1.655	1.310	1.505
Josh Tomlin	102.773	65.2	3.02	4.43	3.77	1.408	-0.711	0.638	-0.209	2.119	0.770	1.618	1.502
Blaine Hardy	100.906	61.1	3.08	2.89	4.08	0.962	-0.658	-1.152	0.245	1.620	2.114	0.716	1.483
David Price	98.240	220.1	2.45	2.78	3.24	0.324	-1.211	-1.280	-0.986	1.534	1.604	1.310	1.483
Clay Buchholz	99.147	113.1	3.26	2.68	3.30	0.541	-0.500	-1.396	-0.898	1.041	1.937	1.439	1.472
Zach Duke	103.043	60.2	3.41	4.62	3.59	1.473	-0.368	0.859	-0.473	1.841	0.614	1.946	1.467
Hector Rondon	96.456	70	1.67	2.68	3.03	-0.103	-1.895	-1.396	-1.294	1.792	1.293	1.191	1.425
Ryan Madson	98.234	63.1	2.13	3.09	3.32	0.322	-1.492	-0.920	-0.869	1.814	1.242	1.191	1.416
Joe Blanton	97.919	76	2.84	2.92	3.01	0.247	-0.869	-1.117	-1.323	1.115	1.364	1.570	1.350
Koji Uehara	97.375	40.1	2.23	2.44	3.52	0.117	-1.404	-1.675	-0.576	1.521	1.792	0.692	1.335
Tony Watson	97.782	75.1	1.91	2.84	3.60	0.214	-1.685	-1.210	-0.458	1.899	1.424	0.672	1.332
Erasmo Ramirez	101.925	163.1	3.75	3.76	3.88	1.205	-0.070	-0.141	-0.048	1.276	1.346	1.253	1.292
David Robertson	96.179	63.1	3.41	2.52	2.27	-0.170	-0.368	-1.582	-2.408	0.199	1.413	2.239	1.284
Brian Matusz	100.675	49	2.94	3.58	3.94	0.906	-0.781	-0.350	0.040	1.687	1.256	0.866	1.270
Trevor Rosenthal	96.220	68.2	2.10	2.42	3.19	-0.160	-1.518	-1.699	-1.060	1.358	1.539	0.900	1.266
Justin Verlander	101.445	133.1	3.37	3.49	4.15	1.091	-0.404	-0.455	0.348	1.494	1.545	0.743	1.261
Hunter Strickland	97.707	51.1	2.45	2.90	3.35	0.196	-1.211	-1.141	-0.825	1.407	1.337	1.021	1.255
Lance McCullers	99.521	125.2	3.22	3.26	3.50	0.630	-0.535	-0.722	-0.605	1.165	1.352	1.235	1.251
A.J. Ramos	97.458	70.1	2.30	3.01	3.24	0.137	-1.342	-1.013	-0.986	1.479	1.149	1.123	1.250
Danny Salazar	100.321	185	3.45	3.62	3.48	0.822	-0.333	-0.303	-0.634	1.155	1.125	1.456	1.245
Andrew Heaney	102.427	105.2	3.49	3.73	4.41	1.326	-0.298	-0.176	0.729	1.624	1.501	0.597	1.240
Ubaldo Jimenez	102.420	184	4.11	4.01	3.83	1.324	0.246	0.150	-0.121	1.078	1.174	1.445	1.232
Jose Alvarez	101.092	67	3.49	3.60	3.90	1.006	-0.298	-0.327	-0.019	1.304	1.333	1.025	1.221
Fernando Salas	99.907	63.2	4.24	3.15	3.23	0.723	0.360	-0.850	-1.001	0.363	1.572	1.723	1.220
Aaron Loup	100.258	42.1	4.46	3.72	2.89	0.807	0.553	-0.187	-1.499	0.254	0.994	2.306	1.184
Chris Sale	96.776	208.2	3.41	2.73	2.60	-0.027	-0.368	-1.338	-1.924	0.342	1.312	1.898	1.184
Joaquin Benoit	99.323	65.1	2.34	3.75	3.69	0.583	-1.307	-0.152	-0.327	1.890	0.735	0.909	1.178
Drew Pomeranz	101.078	86	3.66	3.62	3.89	1.003	-0.149	-0.303	-0.033	1.152	1.306	1.036	1.165
Craig Kimbrel	95.293	59.1	2.58	2.68	2.46	-0.382	-1.097	-1.396	-2.130	0.715	1.015	1.748	1.159
Dallas Keuchel	96.135	232	2.48	2.91	2.75	-0.180	-1.184	-1.129	-1.705	1.004	0.949	1.525	1.159
Drew Smyly	99.964	66.2	3.10	3.91	3.47	0.736	-0.640	0.034	-0.649	1.377	0.702	1.385	1.155
Roberto Osuna	97.727	69.2	2.58	3.02	3.45	0.201	-1.097	-1.001	-0.678	1.298	1.202	0.879	1.126
Chris Bassitt	102.233	86	3.56	3.76	4.50	1.279	-0.237	-0.141	0.861	1.516	1.420	0.418	1.118
Alex Colome	101.306	109.2	3.94	3.55	4.05	1.057	0.097	-0.385	0.201	0.961	1.442	0.856	1.086
Tommy Layne	101.787	47.2	3.97	3.89	4.00	1.172	0.123	0.010	0.128	1.050	1.162	1.045	1.085
Martin Perez	101.522	78.2	4.46	3.40	3.99	1.109	0.553	-0.559	0.113	0.556	1.668	0.996	1.073
Joe Smith	98.875	65.1	3.58	3.15	3.42	0.476	-0.219	-0.850	-0.722	0.695	1.325	1.198	1.073
Kevin Gausman	101.998	112.1	4.25	4.10	3.80	1.223	0.369	0.255	-0.165	0.854	0.968	1.388	1.070
Ryan Webb	99.539	50.2	3.20	3.77	3.64	0.635	-0.553	-0.129	-0.400	1.187	0.764	1.034	0.995
Fernando Rodriguez	99.504	58.2	3.84	3.08	3.81	0.626	0.009	-0.931	-0.151	0.617	1.557	0.777	0.984
Yordano Ventura	100.162	163.1	4.08	3.57	3.60	0.783	0.219	-0.362	-0.458	0.564	1.145	1.242	0.984
Drew Storen	97.373	55	3.44	2.79	3.24	0.116	-0.342	-1.268	-0.986	0.458	1.385	1.102	0.982
Alex Wilson	98.945	70	2.19	3.53	4.21	0.492	-1.439	-0.408	0.436	1.931	0.901	0.057	0.963
Hisashi Iwakuma	99.006	129.2	3.54	3.74	3.27	0.507	-0.254	-0.164	-0.942	0.761	0.671	1.449	0.960
Jake Odorizzi	99.967	169.1	3.35	3.61	3.96	0.737	-0.421	-0.315	0.069	1.158	1.052	0.668	0.959
Wade Miley	101.884	193.2	4.46	3.81	4.08	1.196	0.553	-0.083	0.245	0.643	1.278	0.951	0.957
Carlos Rodon	101.005	139.1	3.75	3.87	4.03	0.985	-0.070	-0.013	0.172	1.055	0.998	0.813	0.956
Will Harris	96.884	71	1.90	3.66	3.31	-0.001	-1.693	-0.257	-0.884	1.693	0.256	0.883	0.944
Collin McHugh	100.336	203.2	3.89	3.58	3.91	0.825	0.053	-0.350	-0.004	0.773	1.175	0.829	0.926
Evan Scribner	99.882	60	4.35	4.33	2.83	0.717	0.456	0.522	-1.587	0.260	0.195	2.304	0.920
C.J. Wilson	101.680	132	3.89	4.02	4.24	1.147	0.053	0.162	0.480	1.094	0.985	0.667	0.915
Adam Warren	99.633	131.1	3.29	3.59	3.96	0.657	-0.474	-0.338	0.069	1.131	0.995	0.588	0.905
Nathan Eovaldi	100.076	154.1	4.20	3.42	3.81	0.763	0.325	-0.536	-0.151	0.438	1.299	0.914	0.884
Jeremy Jeffress	96.168	68	2.65	3.22	3.00	-0.172	-1.035	-0.769	-1.338	0.863	0.597	1.166	0.875
Pedro Baez	96.197	51	3.35	2.51	3.17	-0.165	-0.421	-1.594	-1.089	0.256	1.429	0.924	0.870
Oliver Perez	99.377	41	4.17	3.30	3.62	0.596	0.298	-0.676	-0.429	0.297	1.271	1.025	0.865
Henry Owens	104.176	63	4.57	4.28	5.01	1.744	0.649	0.464	1.609	1.095	1.280	0.136	0.837
Kelvin Herrera	98.100	69.2	2.71	3.44	3.82	0.290	-0.983	-0.513	-0.136	1.273	0.803	0.426	0.834
Scott Feldman	101.463	108.1	3.90	4.32	4.09	1.095	0.061	0.510	0.260	1.034	0.585	0.835	0.818
Jake Diekman	99.485	58.1	4.01	3.63	3.63	0.621	0.158	-0.292	-0.414	0.464	0.913	1.036	0.804
Bryan Shaw	98.970	64	2.95	4.01	3.72	0.498	-0.772	0.150	-0.283	1.270	0.348	0.781	0.800
Brad Ziegler	96.122	68	1.85	3.44	3.48	-0.183	-1.737	-0.513	-0.634	1.554	0.330	0.451	0.778
Blaine Boyer	99.500	65	2.49	4.00	4.36	0.625	-1.176	0.138	0.656	1.801	0.487	-0.030	0.752
Tom Wilhelmsen	98.951	62	3.19	3.33	4.22	0.494	-0.562	-0.641	0.450	1.055	1.135	0.043	0.744
Liam Hendriks	93.732	64.2	2.92	2.14	2.80	-0.755	-0.798	-2.024	-1.631	0.043	1.269	0.876	0.730
Felix Hernandez	98.093	201.2	3.53	3.72	3.33	0.289	-0.263	-0.187	-0.854	0.552	0.476	1.143	0.723
Dan Otero	104.338	46.2	6.75	4.40	3.93	1.783	2.562	0.603	0.025	-0.779	1.179	1.758	0.719
Matt Andriese	101.195	65.2	4.11	4.14	4.20	1.031	0.246	0.301	0.421	0.785	0.730	0.610	0.708
Yovani Gallardo	100.323	184.1	3.42	4.00	4.31	0.822	-0.360	0.138	0.582	1.182	0.684	0.240	0.702
Shawn Kelley	93.956	51.1	2.45	2.57	2.91	-0.701	-1.211	-1.524	-1.470	0.509	0.823	0.769	0.700
Kyle Gibson	99.960	194.2	3.84	3.96	3.95	0.735	0.009	0.092	0.055	0.726	0.643	0.681	0.683
Joakim Soria	97.173	67.2	2.53	3.71	3.57	0.068	-1.141	-0.199	-0.502	1.209	0.267	0.571	0.682
Joe Kelly	101.676	134.1	4.82	4.18	4.08	1.146	0.869	0.348	0.245	0.277	0.798	0.901	0.659
Jake Petricka	98.382	52	3.63	3.46	3.76	0.358	-0.175	-0.490	-0.224	0.533	0.847	0.582	0.654
Christian Friedrich	102.519	58.1	5.25	4.04	4.37	1.347	1.246	0.185	0.670	0.101	1.163	0.677	0.647
Corey Kluber	95.927	222	3.49	2.97	3.05	-0.230	-0.298	-1.059	-1.265	0.068	0.829	1.035	0.644
Trevor May	98.443	114.2	4.00	3.25	3.76	0.372	0.149	-0.734	-0.224	0.223	1.106	0.596	0.642
Yimi Garcia	96.809	56.2	3.34	3.20	3.40	-0.019	-0.430	-0.792	-0.752	0.411	0.773	0.733	0.639
Ivan Nova	104.053	94	5.07	4.87	4.59	1.715	1.088	1.150	0.993	0.627	0.565	0.722	0.638
Blake Treinen	97.714	67.2	3.86	3.49	3.31	0.198	0.026	-0.455	-0.884	0.172	0.653	1.081	0.635
Felix Doubront	103.204	75.1	5.50	4.45	4.31	1.512	1.465	0.662	0.582	0.046	0.850	0.929	0.608
Zach Putnam	98.967	48.2	4.07	4.10	3.44	0.498	0.211	0.255	-0.693	0.287	0.243	1.191	0.574
Matt Thornton	97.801	41.1	2.18	3.52	4.50	0.219	-1.448	-0.420	0.861	1.666	0.638	-0.642	0.554
Steve Geltz	100.732	67.1	3.74	4.11	4.54	0.920	-0.079	0.266	0.920	0.999	0.654	0.001	0.551
Garrett Richards	98.631	207.1	3.65	3.86	3.80	0.417	-0.158	-0.024	-0.165	0.575	0.442	0.583	0.533
Huston Street	98.529	62.1	3.18	3.73	4.14	0.393	-0.570	-0.176	0.333	0.963	0.569	0.060	0.530
Kevin Jepsen	96.933	69.2	2.33	3.54	4.04	0.011	-1.316	-0.397	0.187	1.327	0.408	-0.176	0.520
Clayton Richard	97.580	42.1	3.83	3.58	3.43	0.166	0.000	-0.350	-0.708	0.166	0.516	0.873	0.518
Chad Qualls	97.203	49.1	4.38	3.52	2.99	0.076	0.483	-0.420	-1.353	-0.407	0.495	1.428	0.505
Jesse Hahn	97.773	96.2	3.35	3.51	3.90	0.212	-0.421	-0.431	-0.019	0.633	0.643	0.231	0.502
Daniel Hudson	97.734	67.2	3.86	3.49	3.61	0.203	0.026	-0.455	-0.444	0.176	0.657	0.647	0.493
Kendall Graveman	101.161	115.2	4.05	4.60	4.30	1.023	0.193	0.836	0.568	0.830	0.187	0.455	0.490
Gerrit Cole	93.855	208	2.60	2.66	3.16	-0.726	-1.079	-1.420	-1.103	0.354	0.694	0.378	0.475
Jerad Eickhoff	95.768	51	2.65	3.25	3.60	-0.268	-1.035	-0.734	-0.458	0.768	0.466	0.191	0.475
Chi Chi Gonzalez	103.379	67	3.90	4.97	5.26	1.553	0.061	1.266	1.975	1.492	0.287	-0.422	0.452
CC Sabathia	101.317	167.1	4.73	4.68	3.99	1.060	0.790	0.929	0.113	0.270	0.131	0.947	0.449
Roberto Hernandez	101.485	84.2	4.36	4.48	4.53	1.100	0.465	0.696	0.905	0.635	0.404	0.195	0.411
Franklin Morales	97.364	62.1	3.18	3.52	3.99	0.114	-0.570	-0.420	0.113	0.684	0.534	0.001	0.406
Chris Tillman	102.221	173	4.99	4.45	4.58	1.276	1.018	0.662	0.978	0.259	0.615	0.298	0.390
Jesse Chavez	98.827	157	4.18	3.85	3.89	0.464	0.307	-0.036	-0.033	0.157	0.500	0.498	0.385
Clayton Kershaw	89.588	232.2	2.13	1.99	2.09	-1.747	-1.492	-2.199	-2.672	-0.255	0.452	0.925	0.374
Taijuan Walker	99.395	169.2	4.56	4.07	3.82	0.600	0.641	0.220	-0.136	-0.040	0.380	0.736	0.359
Zach McAllister	94.809	69	3.00	3.15	3.26	-0.497	-0.728	-0.850	-0.957	0.231	0.353	0.460	0.348
Wei-Yin Chen	98.384	191.1	3.34	4.16	4.01	0.358	-0.430	0.324	0.143	0.788	0.034	0.216	0.346
Brad Boxberger	98.919	63	3.71	4.26	4.00	0.486	-0.105	0.441	0.128	0.591	0.045	0.358	0.332
Robbie Ross	97.950	60.2	3.86	4.02	3.64	0.254	0.026	0.162	-0.400	0.228	0.093	0.654	0.325
J.J. Hoover	99.542	64.1	2.94	4.47	4.62	0.635	-0.781	0.685	1.037	1.416	-0.050	-0.402	0.322
Dan Jennings	97.078	56.1	3.99	3.47	3.62	0.046	0.140	-0.478	-0.429	-0.095	0.523	0.475	0.301
Justin Grimm	92.882	49.2	1.99	3.11	3.05	-0.958	-1.614	-0.896	-1.265	0.656	-0.062	0.306	0.300
Danny Duffy	100.808	136.2	4.08	4.43	4.64	0.938	0.219	0.638	1.066	0.719	0.300	-0.128	0.297
Roenis Elias	100.478	115.1	4.14	4.52	4.39	0.859	0.272	0.743	0.700	0.587	0.116	0.159	0.288
John Danks	101.628	177.2	4.71	4.49	4.65	1.134	0.772	0.708	1.081	0.362	0.426	0.053	0.281
Tommy Milone	99.475	128.2	3.92	4.30	4.22	0.619	0.079	0.487	0.450	0.540	0.132	0.169	0.280
Jake Arrieta	90.391	229	1.77	2.35	2.61	-1.554	-1.807	-1.780	-1.910	0.253	0.226	0.355	0.278
T.J. McFarland	100.612	40.1	4.91	4.47	4.06	0.891	0.948	0.685	0.216	-0.056	0.206	0.675	0.275
Chasen Shreve	99.458	58.1	3.09	4.92	4.23	0.615	-0.649	1.208	0.465	1.264	-0.593	0.150	0.274
Ervin Santana	99.742	108	4.00	4.17	4.42	0.683	0.149	0.336	0.744	0.534	0.347	-0.061	0.273
Andrew Chafin	95.474	75	2.76	3.35	3.75	-0.338	-0.939	-0.617	-0.239	0.601	0.279	-0.100	0.260
Jonathan Papelbon	95.188	63.1	2.13	3.70	3.71	-0.407	-1.492	-0.210	-0.297	1.085	-0.196	-0.109	0.260
Antonio Bastardo	96.741	57.1	2.98	3.33	4.27	-0.035	-0.746	-0.641	0.524	0.711	0.606	-0.559	0.252
Santiago Casilla	95.299	58	2.79	3.63	3.46	-0.380	-0.912	-0.292	-0.664	0.532	-0.088	0.284	0.243
Scott Kazmir	97.607	183	3.10	3.98	4.14	0.172	-0.640	0.115	0.333	0.813	0.057	-0.161	0.236
Chaz Roe	97.847	41.1	4.14	3.86	3.78	0.230	0.272	-0.024	-0.195	-0.042	0.254	0.424	0.212
Addison Reed	96.083	56	3.38	3.03	4.04	-0.192	-0.395	-0.989	0.187	0.202	0.797	-0.379	0.207
Aaron Brooks	103.868	55.1	6.67	4.85	4.47	1.670	2.492	1.127	0.817	-0.822	0.544	0.853	0.192
Mike Montgomery	100.959	90	4.60	4.67	4.44	0.974	0.676	0.917	0.773	0.299	0.057	0.201	0.186
Jacob deGrom	92.081	191	2.54	2.70	2.92	-1.150	-1.132	-1.373	-1.455	-0.018	0.223	0.305	0.170
James Paxton	99.266	67	3.90	4.31	4.35	0.569	0.061	0.499	0.641	0.508	0.070	-0.072	0.169
Jose Fernandez	91.140	64.2	2.92	2.24	2.62	-1.375	-0.798	-1.908	-1.895	-0.577	0.533	0.520	0.159
Vidal Nuno	98.484	89	3.74	4.42	4.01	0.382	-0.079	0.627	0.143	0.461	-0.245	0.239	0.152
Chris Young	100.500	123.1	3.06	4.52	5.33	0.864	-0.676	0.743	2.078	1.540	0.122	-1.213	0.149
Zack Greinke	91.523	222.2	1.66	2.76	3.22	-1.284	-1.904	-1.303	-1.016	0.620	0.020	-0.268	0.124
Jim Johnson	97.557	66.2	4.46	3.73	3.73	0.160	0.553	-0.176	-0.268	-0.393	0.336	0.428	0.124
Kevin Quackenbush	96.609	58.1	4.01	3.56	3.69	-0.067	0.158	-0.373	-0.327	-0.225	0.307	0.260	0.114
Burke Badenhop	98.793	66.1	3.93	3.74	4.67	0.456	0.088	-0.164	1.110	0.368	0.620	-0.654	0.111
Matt Harvey	93.212	189.1	2.71	3.05	3.24	-0.879	-0.983	-0.966	-0.986	0.103	0.087	0.107	0.099
Marco Estrada	99.361	181	3.13	4.40	4.93	0.592	-0.614	0.603	1.491	1.206	-0.011	-0.899	0.098
Hansel Robles	96.862	54	3.67	3.91	3.79	-0.006	-0.140	0.034	-0.180	0.134	-0.040	0.174	0.089
Cody Anderson	98.299	91.1	3.05	4.27	4.58	0.338	-0.684	0.452	0.978	1.022	-0.115	-0.640	0.089
Hector Santiago	100.581	180.2	3.59	4.77	5.00	0.884	-0.211	1.034	1.594	1.094	-0.150	-0.710	0.078
Scott Oberg	103.448	58.1	5.09	5.76	4.74	1.570	1.106	2.185	1.213	0.464	-0.615	0.357	0.069
Michael Blazek	94.144	55.2	2.43	3.17	3.85	-0.656	-1.228	-0.827	-0.092	0.572	0.170	-0.564	0.059
Ryan Mattheus	97.079	56	4.02	3.58	4.02	0.046	0.167	-0.350	0.157	-0.121	0.396	-0.111	0.055
Arquimedes Caminero	96.399	74.2	3.62	3.80	3.77	-0.117	-0.184	-0.094	-0.209	0.067	-0.023	0.093	0.046
Wandy Rodriguez	100.156	86.1	4.90	4.33	4.43	0.782	0.939	0.522	0.758	-0.157	0.260	0.024	0.042
Mike Pelfrey	98.853	164.2	4.26	4.00	4.45	0.470	0.377	0.138	0.788	0.093	0.332	-0.317	0.036
J.P. Howell	92.421	44	1.43	3.34	3.53	-1.069	-2.106	-0.629	-0.561	1.037	-0.440	-0.508	0.030
Bryan Morris	95.924	63	3.14	3.64	4.01	-0.230	-0.605	-0.280	0.143	0.375	0.050	-0.373	0.017
Jumbo Diaz	95.678	60.1	4.18	3.80	3.20	-0.289	0.307	-0.094	-1.045	-0.596	-0.195	0.756	-0.012
Edinson Volquez	97.036	200.1	3.55	3.82	4.26	0.036	-0.246	-0.071	0.509	0.281	0.107	-0.473	-0.028
Neftali Feliz	101.179	48	6.38	4.05	4.42	1.027	2.237	0.196	0.744	-1.210	0.831	0.283	-0.032
Luke Hochevar	97.374	50.2	3.73	4.00	4.19	0.116	-0.088	0.138	0.406	0.204	-0.022	-0.290	-0.036
Colby Lewis	99.661	204.2	4.66	4.17	4.62	0.664	0.728	0.336	1.037	-0.065	0.328	-0.373	-0.037
J.A. Happ	95.247	172	3.61	3.41	3.69	-0.393	-0.193	-0.548	-0.327	-0.200	0.155	-0.066	-0.037
Phil Hughes	99.561	155.1	4.40	4.70	4.31	0.640	0.500	0.952	0.582	0.140	-0.312	0.057	-0.039
Edwin Jackson	96.820	55.2	3.07	3.82	4.47	-0.016	-0.667	-0.071	0.817	0.651	0.055	-0.833	-0.042
Luis Avilan	95.745	53.1	4.05	3.66	3.50	-0.273	0.193	-0.257	-0.605	-0.466	-0.016	0.332	-0.050
Hector Neris	98.288	40.1	3.79	4.72	4.08	0.335	-0.035	0.975	0.245	0.370	-0.640	0.090	-0.060
Alexi Ogando	100.314	65.1	3.99	5.32	4.54	0.820	0.140	1.673	0.920	0.680	-0.853	-0.100	-0.091
Aaron Sanchez	97.645	92.1	3.22	4.61	4.27	0.181	-0.535	0.848	0.524	0.716	-0.666	-0.342	-0.097
Rick Porcello	97.777	172	4.92	4.13	3.72	0.213	0.956	0.289	-0.283	-0.743	-0.076	0.496	-0.108
Johnny Cueto	95.107	212	3.44	3.53	3.78	-0.426	-0.342	-0.408	-0.195	-0.084	-0.018	-0.231	-0.111
Noah Syndergaard	92.582	150	3.24	3.25	2.91	-1.030	-0.518	-0.734	-1.470	-0.513	-0.296	0.440	-0.123
Greg Holland	95.073	44.2	3.83	3.27	3.78	-0.434	0.000	-0.710	-0.195	-0.434	0.276	-0.240	-0.133
Joe Ross	94.646	76.2	3.64	3.42	3.62	-0.536	-0.167	-0.536	-0.429	-0.370	0.000	-0.107	-0.159
Matt Moore	101.482	63	5.43	4.82	4.81	1.099	1.404	1.092	1.315	-0.304	0.008	-0.216	-0.171
Jeff Samardzija	98.910	214	4.96	4.23	4.31	0.484	0.991	0.406	0.582	-0.508	0.078	-0.098	-0.176
Corey Knebel	93.971	50.1	3.22	4.03	3.16	-0.698	-0.535	0.173	-1.103	-0.163	-0.871	0.406	-0.209
Kyle Ryan	100.485	56.1	4.47	5.26	4.63	0.861	0.562	1.603	1.051	0.299	-0.742	-0.191	-0.211
Cole Hamels	94.069	212.1	3.65	3.47	3.40	-0.674	-0.158	-0.478	-0.752	-0.516	-0.196	0.077	-0.212
Jered Weaver	100.903	159	4.64	4.81	5.10	0.961	0.711	1.080	1.740	0.250	-0.119	-0.780	-0.216
Tommy Hunter	96.277	60.1	4.18	3.83	3.89	-0.146	0.307	-0.059	-0.033	-0.453	-0.087	-0.113	-0.217
R.A. Dickey	98.663	214.1	3.91	4.48	4.72	0.425	0.070	0.696	1.183	0.355	-0.272	-0.759	-0.225
Danny Farquhar	98.703	51	5.12	4.60	4.02	0.435	1.132	0.836	0.157	-0.697	-0.401	0.277	-0.274
Juan Nicasio	93.838	58.1	3.86	2.83	3.87	-0.730	0.026	-1.222	-0.063	-0.756	0.492	-0.667	-0.310
Matt Shoemaker	97.995	135.1	4.46	4.59	4.16	0.265	0.553	0.824	0.362	-0.288	-0.559	-0.097	-0.315
Max Scherzer	90.389	228.2	2.79	2.77	2.88	-1.555	-0.912	-1.292	-1.514	-0.642	-0.263	-0.041	-0.315
Mike Fiers	95.848	180.1	3.69	4.03	4.04	-0.249	-0.123	0.173	0.187	-0.126	-0.422	-0.435	-0.328
Joe Beimel	100.969	47.1	3.99	5.48	5.25	0.977	0.140	1.859	1.960	0.836	-0.882	-0.984	-0.343
Tyler Clippard	97.791	71	2.92	4.28	5.30	0.216	-0.798	0.464	2.034	1.015	-0.248	-1.817	-0.350
Travis Wood	93.933	100.2	3.84	3.40	3.59	-0.707	0.009	-0.559	-0.473	-0.716	-0.148	-0.234	-0.366
Alfredo Simon	99.999	187	5.05	4.77	4.78	0.745	1.070	1.034	1.271	-0.326	-0.289	-0.527	-0.381
George Kontos	93.870	73.1	2.33	4.02	4.01	-0.722	-1.316	0.162	0.143	0.594	-0.884	-0.865	-0.385
Tyson Ross	91.412	196	3.26	2.98	3.15	-1.310	-0.500	-1.048	-1.118	-0.810	-0.263	-0.192	-0.422
Al Alburquerque	95.683	62	4.21	3.75	4.07	-0.288	0.333	-0.152	0.231	-0.622	-0.136	-0.519	-0.425
Jared Hughes	93.472	67	2.28	3.81	4.10	-0.817	-1.360	-0.083	0.275	0.543	-0.735	-1.092	-0.428
Miguel Gonzalez	99.395	144.2	4.91	5.01	4.48	0.600	0.948	1.313	0.832	-0.347	-0.712	-0.231	-0.430
Jason Vargas	97.617	43	3.98	4.30	4.74	0.175	0.132	0.487	1.213	0.043	-0.312	-1.038	-0.436
Nick Martinez	99.192	125	3.96	4.98	4.99	0.551	0.114	1.278	1.579	0.437	-0.726	-1.028	-0.439
Jeanmar Gomez	93.150	74.2	3.01	3.25	3.98	-0.894	-0.719	-0.734	0.099	-0.175	-0.160	-0.993	-0.443
Luis Garcia	93.599	66.2	3.51	3.69	3.57	-0.787	-0.281	-0.222	-0.502	-0.506	-0.565	-0.284	-0.452
Vincent Velasquez	95.394	55.2	4.37	3.46	4.15	-0.357	0.474	-0.490	0.348	-0.831	0.132	-0.705	-0.468
Neal Cotts	97.041	63.1	3.41	5.00	4.31	0.037	-0.368	1.301	0.582	0.405	-1.264	-0.546	-0.468
Mike Wright	104.902	44.2	6.04	6.13	5.70	1.918	1.939	2.615	2.620	-0.021	-0.697	-0.702	-0.474
Francisco Liriano	91.633	186.2	3.38	3.19	3.16	-1.257	-0.395	-0.803	-1.103	-0.863	-0.454	-0.154	-0.490
Jon Lester	90.931	205	3.34	2.92	3.06	-1.425	-0.430	-1.117	-1.250	-0.995	-0.308	-0.175	-0.493
Matt Barnes	99.930	43	5.44	5.23	4.39	0.728	1.413	1.568	0.700	-0.685	-0.840	0.028	-0.499
Kris Medlen	96.156	58.1	4.01	4.13	4.31	-0.175	0.158	0.289	0.582	-0.333	-0.464	-0.757	-0.518
Christian Bergman	97.472	68.1	4.74	4.23	4.50	0.140	0.798	0.406	0.861	-0.659	-0.266	-0.721	-0.548
Stephen Strasburg	89.910	127.1	3.46	2.81	2.69	-1.669	-0.325	-1.245	-1.792	-1.345	-0.424	0.123	-0.549
Kyle Lobstein	99.907	63.2	5.94	4.64	4.65	0.723	1.851	0.882	1.081	-1.129	-0.160	-0.358	-0.549
Carlos Martinez	91.166	179.2	3.01	3.21	3.28	-1.369	-0.719	-0.780	-0.928	-0.650	-0.589	-0.442	-0.560
Mark Buehrle	96.241	198.2	3.81	4.26	4.46	-0.155	-0.018	0.441	0.802	-0.137	-0.595	-0.957	-0.563
Jonathan Broxton	93.747	60.1	4.62	3.65	3.24	-0.751	0.693	-0.269	-0.986	-1.445	-0.483	0.235	-0.564
Josh Collmenter	97.242	121	3.79	4.65	4.68	0.085	-0.035	0.894	1.125	0.120	-0.809	-1.040	-0.576
Michael Wacha	93.781	181.1	3.37	3.87	3.88	-0.743	-0.404	-0.013	-0.048	-0.340	-0.730	-0.695	-0.589
Chad Bettis	94.813	115	4.23	3.85	3.89	-0.496	0.351	-0.036	-0.033	-0.847	-0.460	-0.463	-0.590
Robbie Ray	93.666	127.2	3.52	3.53	4.03	-0.771	-0.272	-0.408	0.172	-0.499	-0.363	-0.943	-0.601
J.R. Graham	97.290	63.2	4.95	4.69	4.08	0.096	0.983	0.941	0.245	-0.886	-0.844	-0.149	-0.627
Drew Hutchison	97.863	150.1	5.57	4.42	4.21	0.233	1.527	0.627	0.436	-1.293	-0.393	-0.202	-0.630
Brian Duensing	98.986	48.2	4.25	5.02	5.11	0.502	0.369	1.324	1.755	0.134	-0.822	-1.253	-0.647
Ian Kennedy	95.290	168.1	4.28	4.51	3.70	-0.382	0.395	0.731	-0.312	-0.777	-1.113	-0.070	-0.654
Madison Bumgarner	89.589	218.1	2.93	2.87	3.02	-1.746	-0.790	-1.175	-1.309	-0.957	-0.571	-0.438	-0.655
Bo Schultz	95.936	43	3.56	4.86	4.21	-0.228	-0.237	1.138	0.436	0.009	-1.366	-0.663	-0.673
Pedro Villarreal	95.832	50	3.42	4.43	4.59	-0.253	-0.360	0.638	0.993	0.107	-0.891	-1.245	-0.676
Brandon Finnegan	94.924	48	3.56	4.80	3.77	-0.470	-0.237	1.068	-0.209	-0.233	-1.538	-0.261	-0.677
Raisel Iglesias	92.608	95.1	4.15	3.55	3.28	-1.024	0.281	-0.385	-0.928	-1.305	-0.639	-0.096	-0.680
A.J. Burnett	91.654	164	3.18	3.36	3.55	-1.252	-0.570	-0.606	-0.532	-0.682	-0.646	-0.721	-0.683
Aaron Nola	93.308	77.2	3.59	4.04	3.58	-0.856	-0.211	0.185	-0.488	-0.646	-1.041	-0.369	-0.685
Daniel Norris	96.598	60	3.75	4.63	4.63	-0.069	-0.070	0.871	1.051	0.001	-0.940	-1.121	-0.687
Shelby Miller	92.614	205.1	3.02	3.45	4.07	-1.023	-0.711	-0.501	0.231	-0.312	-0.521	-1.253	-0.695
Matt Boyd	105.448	57.1	7.53	6.59	5.20	2.048	3.246	3.150	1.887	-1.198	-1.101	0.161	-0.713
Carlos Torres	93.938	57.2	4.68	3.53	3.71	-0.706	0.746	-0.408	-0.297	-1.451	-0.298	-0.408	-0.719
Randall Delgado	93.471	72	3.25	3.79	4.14	-0.818	-0.509	-0.106	0.333	-0.309	-0.712	-1.151	-0.724
Trevor Bauer	96.181	176	4.55	4.33	4.28	-0.169	0.632	0.522	0.538	-0.801	-0.691	-0.707	-0.733
Anibal Sanchez	96.792	157	4.99	4.73	4.03	-0.023	1.018	0.987	0.172	-1.041	-1.010	-0.195	-0.748
Anthony DeSclafani	93.567	184.2	4.05	3.67	3.97	-0.795	0.193	-0.245	0.084	-0.988	-0.549	-0.878	-0.805
Patrick Corbin	91.006	85	3.60	3.35	3.27	-1.407	-0.202	-0.617	-0.942	-1.206	-0.790	-0.465	-0.820
Edward Mujica	97.052	47.1	4.75	5.12	4.15	0.039	0.807	1.440	0.348	-0.768	-1.401	-0.309	-0.826
Anthony Bass	94.210	64	4.50	3.73	4.03	-0.641	0.588	-0.176	0.172	-1.229	-0.465	-0.813	-0.835
Mat Latos	93.964	116.1	4.95	3.72	3.69	-0.700	0.983	-0.187	-0.327	-1.682	-0.512	-0.373	-0.856
Williams Perez	97.844	116.2	4.78	4.87	4.79	0.229	0.834	1.150	1.286	-0.605	-0.921	-1.057	-0.861
Mike Bolsinger	92.882	109.1	3.62	3.91	3.82	-0.958	-0.184	0.034	-0.136	-0.774	-0.992	-0.822	-0.863
Jake Peavy	94.054	110.2	3.58	3.87	4.47	-0.678	-0.219	-0.013	0.817	-0.459	-0.665	-1.495	-0.873
John Lamb	95.500	49.2	5.80	4.16	3.73	-0.332	1.728	0.324	-0.268	-2.060	-0.656	-0.064	-0.927
Mike Leake	93.341	192	3.70	4.20	3.93	-0.849	-0.114	0.371	0.025	-0.735	-1.219	-0.874	-0.943
Gio Gonzalez	90.864	175.2	3.79	3.05	3.59	-1.441	-0.035	-0.966	-0.473	-1.406	-0.475	-0.968	-0.950
Brandon Gomes	96.535	59	4.27	4.76	4.73	-0.084	0.386	1.022	1.198	-0.470	-1.106	-1.282	-0.953
Tyler Lyons	92.886	60	3.75	4.53	3.46	-0.957	-0.070	0.755	-0.664	-0.887	-1.712	-0.294	-0.964
Andrew Cashner	93.208	184.2	4.34	3.85	3.84	-0.880	0.447	-0.036	-0.107	-1.328	-0.844	-0.774	-0.982
James Shields	93.320	202.1	3.91	4.45	3.70	-0.854	0.070	0.662	-0.312	-0.924	-1.515	-0.542	-0.994
Brett Anderson	91.820	180.1	3.69	3.94	3.51	-1.213	-0.123	0.069	-0.590	-1.090	-1.281	-0.622	-0.998
Fernando Rodney	96.437	62.2	4.74	4.92	4.37	-0.108	0.798	1.208	0.670	-0.906	-1.316	-0.778	-1.000
Jimmy Nelson	93.338	177.1	4.11	4.10	4.06	-0.849	0.246	0.255	0.216	-1.095	-1.104	-1.065	-1.088
Lance Lynn	90.550	175.1	3.03	3.44	3.90	-1.516	-0.702	-0.513	-0.019	-0.815	-1.004	-1.498	-1.105
Carlos Villanueva	91.232	61	2.95	3.74	4.06	-1.353	-0.772	-0.164	0.216	-0.581	-1.189	-1.569	-1.113
Craig Breslow	97.139	65	4.15	5.27	5.07	0.060	0.281	1.615	1.696	-0.221	-1.555	-1.636	-1.137
Taylor Jungmann	92.373	119.1	3.77	3.92	4.10	-1.080	-0.053	0.045	0.275	-1.028	-1.125	-1.355	-1.169
Seth Maness	91.578	63.1	4.26	3.78	3.53	-1.270	0.377	-0.117	-0.561	-1.648	-1.153	-0.709	-1.170
Fernando Abad	95.961	47.2	4.15	5.50	4.49	-0.222	0.281	1.882	0.846	-0.502	-2.104	-1.068	-1.225
Sean Gilmartin	88.213	57.1	2.67	2.75	3.82	-2.076	-1.018	-1.315	-0.136	-1.058	-0.761	-1.940	-1.253
Jorge De La Rosa	92.375	149	4.17	4.19	3.84	-1.080	0.298	0.359	-0.107	-1.378	-1.439	-0.973	-1.263
Jason Hammel	90.061	170.2	3.74	3.68	3.47	-1.634	-0.079	-0.234	-0.649	-1.555	-1.400	-0.984	-1.313
Chris Capuano	99.709	40.2	7.97	5.03	4.67	0.675	3.632	1.336	1.110	-2.957	-0.661	-0.435	-1.351
John Lackey	89.127	218	2.77	3.57	3.77	-1.857	-0.930	-0.362	-0.209	-0.927	-1.495	-1.648	-1.357
Steve Cishek	91.700	55.1	3.58	3.86	4.33	-1.241	-0.219	-0.024	0.612	-1.022	-1.217	-1.853	-1.364
Justin Masterson	96.564	59.1	5.61	4.89	4.72	-0.077	1.562	1.173	1.183	-1.639	-1.250	-1.261	-1.383
Yohan Flande	95.598	68.1	4.74	5.68	4.20	-0.309	0.798	2.092	0.421	-1.107	-2.400	-0.730	-1.412
Alex Wood	90.607	189.2	3.84	3.69	3.90	-1.503	0.009	-0.222	-0.019	-1.512	-1.281	-1.484	-1.425
Tim Hudson	93.415	123.2	4.44	4.53	4.29	-0.831	0.535	0.755	0.553	-1.366	-1.585	-1.384	-1.445
Jeremy Hellickson	93.030	146	4.62	4.44	4.16	-0.923	0.693	0.650	0.362	-1.616	-1.573	-1.285	-1.492
Kyle Hendricks	88.539	180	3.95	3.36	3.25	-1.998	0.105	-0.606	-0.972	-2.103	-1.392	-1.026	-1.507
David Hale	94.783	78.1	6.09	4.74	4.02	-0.503	1.983	0.999	0.157	-2.486	-1.502	-0.661	-1.550
Dan Haren	92.835	187.1	3.60	4.61	4.69	-0.970	-0.202	0.848	1.139	-0.768	-1.817	-2.109	-1.565
Carlos Frias	92.069	77.2	4.06	4.32	4.27	-1.153	0.202	0.510	0.524	-1.355	-1.663	-1.677	-1.565
Julio Teheran	91.854	200.2	4.04	4.40	4.19	-1.204	0.184	0.603	0.406	-1.389	-1.808	-1.611	-1.602
Steven Wright	94.219	72.2	4.09	5.01	4.85	-0.638	0.228	1.313	1.374	-0.867	-1.951	-2.012	-1.610
Chase Anderson	91.589	152.2	4.30	4.14	4.17	-1.268	0.412	0.301	0.377	-1.680	-1.569	-1.645	-1.631
Jarred Cosart	94.010	69.2	4.52	5.12	4.46	-0.688	0.605	1.440	0.802	-1.294	-2.129	-1.491	-1.638
Chris Heston	90.507	177.2	3.95	4.02	3.98	-1.527	0.105	0.162	0.099	-1.632	-1.688	-1.625	-1.649
Tom Koehler	92.706	187.1	4.08	4.53	4.58	-1.000	0.219	0.755	0.978	-1.220	-1.755	-1.979	-1.651
Jordan Zimmermann	89.302	201.2	3.66	3.75	3.82	-1.815	-0.149	-0.152	-0.136	-1.666	-1.663	-1.679	-1.669
Jose Urena	95.507	61.2	5.25	4.64	5.22	-0.330	1.246	0.882	1.916	-1.576	-1.213	-2.247	-1.678
Bud Norris	95.976	83	6.72	5.04	4.29	-0.218	2.536	1.347	0.553	-2.754	-1.566	-0.771	-1.697
Jeremy Guthrie	97.438	148.1	5.95	5.62	5.11	0.132	1.860	2.022	1.755	-1.728	-1.890	-1.623	-1.747
Jean Machi	93.304	58	5.12	4.67	4.35	-0.858	1.132	0.917	0.641	-1.989	-1.775	-1.499	-1.754
Jaime Garcia	85.171	129.2	2.43	3.00	3.36	-2.804	-1.228	-1.024	-0.810	-1.575	-1.779	-1.993	-1.783
Ryan Vogelsong	92.793	135	4.67	4.53	4.55	-0.980	0.737	0.755	0.934	-1.717	-1.734	-1.914	-1.788
Casey Janssen	92.416	40	4.95	4.08	4.60	-1.070	0.983	0.231	1.007	-2.053	-1.301	-2.077	-1.810
Adam Morgan	94.188	84.1	4.48	4.88	5.12	-0.646	0.570	1.161	1.770	-1.216	-1.807	-2.416	-1.813
Tanner Roark	91.829	111	4.38	4.70	4.17	-1.210	0.483	0.952	0.377	-1.693	-2.163	-1.588	-1.814
Chris Rusin	93.054	131.2	5.33	4.71	4.21	-0.917	1.316	0.964	0.436	-2.233	-1.881	-1.353	-1.822
Adam Conley	89.598	67	3.76	3.81	4.21	-1.744	-0.061	-0.083	0.436	-1.683	-1.662	-2.180	-1.841
Matt Wisler	94.230	109	4.71	4.93	5.10	-0.636	0.772	1.220	1.740	-1.408	-1.855	-2.376	-1.880
Bartolo Colon	89.360	194.2	4.16	3.84	3.94	-1.801	0.290	-0.048	0.040	-2.091	-1.754	-1.841	-1.895
David Phelps	90.973	112	4.50	4.03	4.42	-1.415	0.588	0.173	0.744	-2.003	-1.588	-2.159	-1.917
Odrisamer Despaigne	93.640	125.2	5.80	4.77	4.37	-0.777	1.728	1.034	0.670	-2.506	-1.811	-1.447	-1.921
Jeff Locke	89.817	168.1	4.49	3.95	3.94	-1.692	0.579	0.080	0.040	-2.271	-1.772	-1.732	-1.925
Rubby De La Rosa	91.731	188.2	4.67	4.81	4.10	-1.234	0.737	1.080	0.275	-1.971	-2.314	-1.508	-1.931
Brad Hand	91.485	93.1	5.30	4.08	4.26	-1.293	1.290	0.231	0.509	-2.582	-1.524	-1.802	-1.969
Tim Lincecum	91.087	76.1	4.13	4.29	4.64	-1.388	0.263	0.475	1.066	-1.651	-1.863	-2.454	-1.989
Trevor Cahill	89.647	43.1	5.40	3.92	3.50	-1.732	1.378	0.045	-0.605	-3.110	-1.778	-1.127	-2.005
Jordan Lyles	90.925	49	5.14	3.79	4.40	-1.427	1.149	-0.106	0.714	-2.576	-1.321	-2.141	-2.013
Tyler Cravy	93.746	42.2	5.70	4.70	4.88	-0.752	1.641	0.952	1.418	-2.392	-1.704	-2.170	-2.089
Jason Motte	89.398	48.1	3.91	3.61	4.76	-1.792	0.070	-0.315	1.242	-1.862	-1.477	-3.034	-2.124
Michael Lorenzen	94.006	113.1	5.40	5.40	4.82	-0.689	1.378	1.766	1.330	-2.067	-2.456	-2.019	-2.181
Kyle Kendrick	96.657	142.1	6.32	6.12	5.09	-0.055	2.185	2.603	1.726	-2.240	-2.658	-1.781	-2.226
Keyvius Sampson	94.279	52.1	6.54	4.76	4.97	-0.624	2.378	1.022	1.550	-3.002	-1.646	-2.174	-2.274
Wily Peralta	91.351	108.2	4.72	4.84	4.57	-1.325	0.781	1.115	0.964	-2.106	-2.440	-2.288	-2.278
Yusmeiro Petit	88.358	76	3.67	4.09	4.35	-2.041	-0.140	0.243	0.641	-1.901	-2.284	-2.682	-2.289
Kyle Lohse	92.946	152.1	5.85	5.12	4.48	-0.943	1.772	1.440	0.832	-2.715	-2.384	-1.775	-2.291
Shane Greene	94.767	83.2	6.88	5.14	4.76	-0.507	2.676	1.464	1.242	-3.183	-1.971	-1.749	-2.301
Charlie Morton	88.799	129	4.81	4.19	3.87	-1.935	0.860	0.359	-0.063	-2.795	-2.295	-1.873	-2.321
Justin De Fratus	90.923	80	5.51	4.28	4.46	-1.427	1.474	0.464	0.802	-2.901	-1.891	-2.229	-2.341
Sean O'Sullivan	96.198	71	6.08	6.18	5.37	-0.165	1.974	2.673	2.136	-2.139	-2.838	-2.301	-2.426
Justin Nicolino	91.306	74	4.01	4.85	5.30	-1.336	0.158	1.127	2.034	-1.494	-2.462	-3.369	-2.442
Buck Farmer	98.565	40.1	7.36	6.65	5.44	0.401	3.097	3.219	2.239	-2.696	-2.818	-1.838	-2.451
Jon Niese	88.216	176.2	4.13	4.41	4.11	-2.075	0.263	0.615	0.289	-2.338	-2.690	-2.364	-2.464
David Buchanan	94.265	74.2	6.99	5.33	4.74	-0.627	2.773	1.685	1.213	-3.400	-2.312	-1.840	-2.517
Ross Detwiler	97.049	58.1	7.25	6.12	5.58	0.039	3.001	2.603	2.444	-2.962	-2.565	-2.406	-2.644
Jerome Williams	91.349	121	5.80	5.24	4.45	-1.325	1.728	1.580	0.788	-3.054	-2.905	-2.113	-2.691
Doug Fister	88.105	103	4.19	4.55	4.46	-2.102	0.316	0.778	0.802	-2.417	-2.879	-2.904	-2.733
Vance Worley	86.390	71.2	4.02	3.82	4.32	-2.512	0.167	-0.071	0.597	-2.678	-2.441	-3.109	-2.743
Matt Cain	92.587	60.2	5.79	5.54	4.94	-1.029	1.720	1.929	1.506	-2.749	-2.958	-2.535	-2.747
Aaron Harang	90.401	172.1	4.86	4.83	4.99	-1.552	0.904	1.103	1.579	-2.456	-2.655	-3.131	-2.747
Matt Garza	90.263	148.2	5.63	4.94	4.50	-1.585	1.579	1.231	0.861	-3.164	-2.816	-2.446	-2.809
Mike Foltynewicz	90.323	86.2	5.71	5.05	4.61	-1.571	1.650	1.359	1.022	-3.220	-2.930	-2.593	-2.914
Eddie Butler	93.059	79.1	5.90	5.89	5.18	-0.916	1.816	2.336	1.858	-2.732	-3.252	-2.774	-2.919
Logan Verrett	84.626	47.2	3.59	4.20	4.15	-2.934	-0.211	0.371	0.348	-2.723	-3.305	-3.282	-3.103
Eric Stults	89.296	47.2	5.85	5.38	4.57	-1.816	1.772	1.743	0.964	-3.589	-3.559	-2.780	-3.309
Jason Marquis	85.926	47.1	6.46	5.27	4.08	-2.623	2.308	1.615	0.245	-4.930	-4.238	-2.868	-4.012