mlb players with the best obp from 2001 onwards

Since 2001, Barry Bonds has the best on-base percentage, with an on-base percentage of .531.

Interpreted as:

MLB players with the best obp with a minimum of 1.55 PA per team game from 2001 onwards

	NAME	OBP	G	AB	R	H	2B	3B	HR	RBI	BB	HBP	SO	SB	CS	PA	TB	XBH	SH	SF	IBB	GIDP	AVG	SLG	OPS	WRC	WRAA	WOBA	WRC+	BRAA
1	Barry Bonds B. Bonds	.531	843	2,391	643	778	150	8	268	591	1,011	50	350	43	6	3,465	1,748	426	0	13	368	43	.325	.731	1.262	919	491.9	.497	208	480.8
2	Larry Walker L. Walker	.423	603	2,001	405	632	136	19	112	405	335	49	384	35	15	2,401	1,142	267	0	16	32	43	.316	.571	.994	482	189	.421	145	137.4
3	Juan Soto J. Soto	.419	974	3,418	684	970	188	15	208	609	798	16	720	59	23	4,256	1,812	411	2	22	69	91	.284	.530	.950	818	308	.402	157	299.2
4	Todd Helton T. Helton	.415	1,741	6,181	1,058	1,925	455	28	262	1,038	1,103	41	972	22	16	7,401	3,222	745	2	74	152	144	.311	.521	.936	1345	456	.399	132	302.2
5	Manny Ramirez M. Ramirez	.413	1,335	4,774	879	1,488	310	9	319	1,027	788	72	1,033	10	9	5,679	2,773	638	0	45	169	145	.312	.581	.994	1108	416.2	.416	154	386.9
6	Joey Votto J. Votto	.409	2,056	7,252	1,171	2,135	459	22	356	1,144	1,365	81	1,640	80	29	8,746	3,706	837	0	48	147	168	.294	.511	.920	1563	539.6	.394	145	472.9
7	Aaron Judge A. Judge	.409	1,030	3,704	770	1,082	182	7	327	750	716	35	1,243	56	18	4,481	2,259	516	0	26	73	105	.292	.610	1.019	933	397.8	.423	176	401.8
8	Lance Berkman L. Berkman	.408	1,731	6,045	1,060	1,778	392	29	341	1,152	1,133	65	1,206	75	45	7,290	3,251	762	1	46	159	139	.294	.538	.946	1335	457.5	.402	145	416.3
9	Mike Trout M. Trout	.408	1,547	5,616	1,137	1,667	312	55	387	972	992	101	1,520	214	38	6,766	3,250	754	0	57	122	69	.297	.579	.987	1327	541.2	.413	168	543.7
10	Chipper Jones C. Jones	.404	1,564	5,515	959	1,675	345	20	279	988	958	13	882	53	20	6,542	2,897	644	0	56	139	159	.304	.525	.930	1165	376.7	.395	142	350.7
11	Jason Giambi J. Giambi	.399	1,461	4,389	735	1,140	224	4	291	886	909	145	1,053	13	6	5,496	2,245	519	0	53	72	100	.260	.512	.911	962	298.6	.391	141	279.1
12	Nick Johnson N. Johnson	.399	832	2,698	430	723	173	5	95	398	522	74	572	29	24	3,316	1,191	273	9	13	42	78	.268	.441	.840	521	118.5	.370	126	110
13	Edgar Quero E. Quero	.397	19	58	6	17	3	0	0	8	8	2	11	0	0	68	20	3	0	0	0	1	.293	.345	.742	9	1.6	.344	122	1.7
14	Jim Thome J. Thome	.396	1,469	4,788	868	1,295	237	9	379	1,014	983	36	1,495	2	9	5,847	2,687	625	0	40	119	93	.270	.561	.957	1077	368.3	.403	146	337.1
15	Brian Giles B. Giles	.395	1,251	4,590	751	1,314	293	41	174	683	819	37	547	71	35	5,487	2,211	508	0	41	80	108	.286	.482	.877	902	230.6	.378	134	237.6
16	Edgar Martinez E. Martinez	.394	515	1,781	239	509	111	1	74	336	310	24	361	6	3	2,140	844	186	0	25	34	49	.286	.474	.868	345	82.4	.374	133	88.7
17	Jeremy Giambi J. Giambi	.393	298	811	137	211	48	0	37	117	168	10	219	1	2	996	370	85	5	2	3	21	.260	.456	.849	161	39.4	.374	131	38.2
18	Bobby Abreu B. Abreu	.390	1,894	6,651	1,141	1,898	457	30	223	1,090	1,160	28	1,427	319	99	7,916	3,084	710	3	74	84	133	.285	.464	.854	1252	299.5	.371	127	272.8
19	Bryce Harper B. Harper	.388	1,690	6,074	1,104	1,703	376	24	342	996	1,062	46	1,566	146	50	7,253	3,153	742	13	58	133	136	.280	.519	.907	1255	403.2	.383	141	365.3
20	Joe Mauer J. Mauer	.388	1,858	6,930	1,018	2,123	428	30	143	923	939	25	1,034	52	19	7,960	3,040	601	6	60	145	208	.306	.439	.827	1179	245.6	.358	123	220.6
21	Freddie Freeman F. Freeman	.388	2,059	7,655	1,316	2,302	515	32	351	1,261	1,023	108	1,652	98	31	8,848	3,934	898	0	62	137	161	.301	.514	.902	1525	492	.383	143	458.9
22	Gary Sheffield G. Sheffield	.388	1,127	4,071	752	1,181	202	8	230	760	617	59	550	93	27	4,787	2,089	440	0	40	45	116	.290	.513	.901	819	234.7	.387	137	223.4
23	Yordan Alvarez Y. Alvarez	.387	658	2,390	419	704	152	6	167	484	334	40	554	9	1	2,789	1,369	325	0	25	40	59	.295	.573	.959	532	199	.401	162	205.2
24	Jeff Bagwell J. Bagwell	.386	674	2,448	444	684	137	10	139	436	409	31	536	35	14	2,912	1,258	286	0	24	23	75	.279	.514	.900	498	140.9	.385	131	115.3
25	J.D. Drew	.385	1,313	4,362	790	1,213	237	39	206	686	741	43	951	51	25	5,196	2,146	482	11	39	48	73	.278	.492	.877	853	223.7	.379	129	194.9