1931 Hitting our metrics

#	Player	Team	Age	PA	HR	wOBA	OPS	OPS+	HIT+
1	Babe Ruth	NYY	36	663	46	0.530	1.195	227	204.5
2	Lou Gehrig	NYY	28	738	46	0.492	1.108	203	183.5
3	Al Simmons	PHA	29	563	22	0.487	1.085	166	169.5
4	Rogers Hornsby	CHC	35	418	16	0.450	0.996	160	163.5
5	Chick Hafey	STL	28	494	16	0.440	0.973	147	154.2
6	Chuck Klein	PHI	26	656	31	0.443	0.982	141	152.9
7	Mel Ott	NY1	22	580	29	0.425	0.937	157	152.7
8	Bill Terry	NY1	32	662	9	0.419	0.926	154	149.1
9	Earl Webb	BOS	33	660	14	0.424	0.932	159	145.6
10	Jim Bottomley	STL	31	419	9	0.426	0.937	138	145.2
11	Earl Averill	CLE	29	701	32	0.442	0.979	143	145.2
12	Ed Morgan	CLE	27	552	11	0.442	0.961	140	144.8
13	Mickey Cochrane	PHA	28	521	17	0.443	0.976	140	144.7
14	Goose Goslin	SLA	30	675	24	0.438	0.967	145	144.6
15	Wally Berger	BSN	25	678	19	0.406	0.892	145	140.9
16	Buzz Arlett	PHI	32	469	18	0.420	0.925	128	138.4
17	Lefty O'Doul	BRO	34	564	7	0.402	0.879	135	135.5
18	Babe Herman	BRO	28	661	18	0.402	0.890	137	135.4
19	Jimmie Foxx	PHA	23	593	30	0.426	0.947	132	135.1
20	Kiki Cuyler	CHC	32	710	9	0.403	0.877	131	134.4
21	Paul Waner	PIT	28	646	6	0.396	0.857	135	133.7
22	Ben Chapman	NYY	22	686	17	0.403	0.879	142	133.2
23	George Grantham	PIT	31	555	10	0.394	0.851	133	132.6
24	Lu Blue	CWS	34	725	1	0.392	0.829	133	127.6
25	Charlie Grimm	CHC	32	596	4	0.391	0.851	124	126.6
26	Joe Cronin	WS1	24	700	12	0.399	0.870	125	124.5
27	Earle Combs	NYY	32	636	5	0.388	0.840	132	124.3
28	Tony Cuccinello	CIN	23	639	2	0.371	0.805	132	122.9
29	Don Hurst	PHI	25	567	11	0.393	0.855	112	121.8
30	Ethan Allen	NY1	27	321	5	0.374	0.816	125	121.1
31	Harvey Hendrick	CIN	33	594	1	0.368	0.793	129	120.9
32	Chick Fullis	NY1	30	332	3	0.373	0.804	123	120.4
33	Dale Alexander	DET	28	583	3	0.392	0.846	116	118.6
34	Bill Dickey	NYY	24	523	6	0.377	0.820	126	118.5
35	John Stone	DET	25	647	10	0.391	0.852	117	118.3
36	Sam West	WS1	26	559	3	0.386	0.850	120	117.3
37	Red Kress	SLA	26	655	16	0.388	0.853	116	116.5
38	Woody English	CHC	25	727	2	0.375	0.804	112	116.2
39	Shanty Hogan	NY1	25	430	12	0.366	0.794	119	116.2
40	Max Bishop	PHA	31	614	5	0.392	0.826	106	115.5
41	Gabby Hartnett	CHC	30	438	8	0.373	0.804	111	115.0
42	Joe Stripp	CIN	28	455	3	0.357	0.774	123	114.4
43	Virgil Davis	PHI	26	433	4	0.381	0.825	105	114.2
44	Lyn Lary	NYY	25	712	10	0.370	0.793	119	114.0
45	Hack Wilson	CHC	31	458	13	0.370	0.798	109	113.3
46	Wes Schulmerich	BSN	29	359	2	0.362	0.785	117	113.3
47	Wally Roettger	CIN	28	367	1	0.364	0.794	116	113.3
48	Rick Ferrell	SLA	25	445	3	0.382	0.821	109	112.9
49	Freddie Lindstrom	NY1	25	329	5	0.361	0.785	117	112.8
50	Joe Sewell	NYY	32	571	6	0.367	0.778	116	112.8
51	Pepper Martin	STL	27	449	7	0.373	0.818	108	112.1
52	Mule Haas	PHA	27	489	8	0.384	0.841	107	111.0
53	Del Bissonette	BRO	31	649	12	0.362	0.785	110	110.1
54	George Watkins	STL	31	541	13	0.369	0.813	106	109.7
55	Travis Jackson	NY1	27	594	5	0.356	0.773	113	109.3
56	Tony Lazzeri	NYY	27	568	8	0.361	0.771	113	109.3
57	Freddy Leach	NY1	33	552	6	0.354	0.769	112	108.4
58	Joe Vosmik	CLE	21	640	7	0.377	0.827	106	108.3
59	Pie Traynor	PIT	32	677	2	0.355	0.771	111	107.7
60	Fred Schulte	SLA	30	613	9	0.371	0.805	105	107.0
61	Johnny Watwood	CWS	25	434	1	0.353	0.748	110	105.9
62	Lew Fonseca	CWS	32	628	3	0.357	0.772	111	105.8
63	Carl Reynolds	CWS	28	495	6	0.353	0.775	115	105.8
64	Nick Cullop	CIN	30	359	8	0.343	0.755	116	105.4
65	Lloyd Waner	PIT	25	726	4	0.350	0.759	108	104.7
66	Dick Porter	CLE	29	478	1	0.369	0.786	97	103.9
67	Heinie Manush	WS1	29	666	6	0.362	0.789	104	103.6
68	Roy Johnson	DET	28	697	8	0.364	0.793	101	102.9
69	Charlie Gehringer	DET	28	414	4	0.363	0.790	101	102.5
70	Frankie Frisch	STL	33	570	4	0.356	0.764	96	101.5
71	Willie Kamm	CLE	31	553	0	0.362	0.770	96	101.2
72	Buddy Myer	WS1	27	662	4	0.355	0.766	99	99.8
73	Sam Rice	WS1	41	460	0	0.354	0.765	99	99.4
74	Red Worthington	BSN	25	524	4	0.337	0.736	103	97.8
75	Charlie Gelbert	STL	25	505	1	0.350	0.748	92	97.7
76	Johnny Frederick	BRO	29	649	17	0.341	0.747	99	97.4
77	Jack Rothrock	BOS	26	524	4	0.338	0.726	103	97.2
78	Charlie Berry	BOS	28	387	6	0.337	0.726	103	96.7
79	Jimmy Dykes	PHA	34	414	3	0.357	0.759	88	96.0
80	Pinky Whitney	PHI	26	541	9	0.350	0.765	89	95.0
81	Johnny Vergez	NY1	24	606	13	0.331	0.716	98	94.1
82	Joe Kuhel	WS1	25	578	8	0.344	0.745	93	93.7
83	Oscar Melillo	SLA	31	661	2	0.346	0.752	91	92.7
84	Marty McManus	DET	31	485	4	0.344	0.728	89	92.7
85	Bing Miller	PHA	36	585	8	0.351	0.763	88	92.7
86	Urbane Pickering	BOS	32	376	9	0.330	0.711	98	92.4
87	Johnny Burnett	CLE	26	470	1	0.348	0.749	87	92.0
88	Taylor Douthit	CIN	30	572	1	0.327	0.689	94	92.0
89	Les Mallon	PHI	25	414	1	0.344	0.738	84	91.0
90	Sparky Adams	STL	36	658	1	0.338	0.730	87	90.3
91	Hal Rhyne	BOS	32	629	0	0.323	0.685	92	88.5
92	Estel Crabtree	CIN	27	476	4	0.316	0.686	97	88.3
93	Ossie Bluege	WS1	30	634	8	0.335	0.718	87	88.2
94	Bill Sweeney	BOS	26	528	1	0.321	0.696	94	87.6
95	Bob Fothergill	CWS	33	333	3	0.320	0.689	92	86.8
96	Clyde Sukeforth	CIN	29	395	0	0.312	0.656	91	85.8
97	Luke Sewell	CLE	30	422	1	0.337	0.725	81	85.8
98	Eddie Phillips	PIT	30	401	7	0.318	0.677	85	84.8
99	Billy Sullivan	CWS	20	392	2	0.314	0.679	89	83.7
100	Dick Bartell	PHI	23	614	0	0.330	0.717	78	82.1
101	Al Van Camp	BOS	27	348	0	0.309	0.665	86	81.0
102	John Kerr	CWS	32	491	2	0.308	0.653	83	80.1
103	Johnny Hodapp	CLE	25	502	2	0.326	0.701	76	79.5
104	Edd Roush	CIN	38	400	1	0.300	0.646	87	78.7
105	Tom Oliver	BOS	28	618	0	0.305	0.660	84	78.6
106	Rabbit Maranville	BSN	39	636	0	0.306	0.646	80	78.5
107	Dib Williams	PHA	21	315	6	0.323	0.697	72	76.4
108	Wally Gilbert	BRO	30	608	0	0.307	0.655	76	76.1
109	Gus Suhr	PIT	25	312	4	0.304	0.642	76	75.9
110	Jimmie Wilson	STL	30	419	0	0.315	0.669	72	75.7
111	Al Lopez	BRO	22	392	0	0.306	0.652	76	75.4
112	Neal Finn	BRO	27	450	0	0.303	0.650	75	73.5
113	Earl Sheely	BSN	38	586	1	0.298	0.633	76	73.4
114	Bernie Friberg	PHI	31	392	1	0.315	0.675	68	73.2
115	Roy Spencer	WS1	31	528	1	0.308	0.654	71	73.1
116	Luke Appling	CWS	24	330	1	0.291	0.616	72	70.6
117	Jack Burns	SLA	23	631	4	0.304	0.653	66	69.0
118	Otis Miller	BOS	30	413	0	0.285	0.610	71	67.3
119	Adam Comorosky	PIT	26	393	1	0.287	0.601	66	65.4
120	Al Spohrer	BSN	28	373	0	0.280	0.602	67	62.2
121	Mark Koenig	DET	26	381	1	0.290	0.631	60	61.2
122	Fred Brickell	PHI	24	563	1	0.295	0.621	55	60.2
123	Billy Urbanski	BSN	28	333	0	0.270	0.581	61	55.9
124	Marv Owen	DET	25	420	3	0.277	0.590	50	53.7
125	Leo Durocher	CIN	25	385	1	0.260	0.557	61	53.2
126	Bill Cissell	CWS	27	433	1	0.252	0.540	51	48.7
127	Billy Jurges	CHC	23	335	0	0.259	0.551	45	44.0
128	Jim Levey	SLA	24	540	5	0.259	0.549	40	43.6
129	Freddie Maguire	BSN	32	544	0	0.249	0.532	47	42.7
130	Tommy Thevenow	PIT	27	441	0	0.246	0.513	42	39.3