Between the 2000 and 2021 seasons, Barry Bonds had the highest on-base percentage, with an on-base percentage of .517.

Interpreted as:

best obp with a minimum of 1.55 PA per team game by a player 2000 to 2021

	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	.517	986	2,871	772	925	178	12	317	697	1,128	53	427	54	9	4,072	2,078	507	0	20	390	49	.322	.724	1.241	1059	552.8	.490	203	542
2	Juan Soto J. Soto	.432	464	1,612	337	485	91	8	98	312	373	6	352	32	12	2,003	886	197	1	11	48	44	.301	.550	.981	401	156.6	.410	156	143.2
3	Larry Walker L. Walker	.421	690	2,315	469	729	157	26	121	456	381	58	424	40	20	2,773	1,301	304	0	19	36	55	.315	.562	.983	549	206.8	.418	140	142.2
4	Todd Helton T. Helton	.419	1,901	6,761	1,196	2,141	514	30	304	1,185	1,206	45	1,033	27	19	8,098	3,627	848	2	84	174	156	.317	.536	.955	1519	538.3	.406	134	360.2
5	Mike Trout M. Trout	.419	1,288	4,656	967	1,419	268	49	310	816	865	86	1,215	203	37	5,659	2,715	627	0	52	109	58	.305	.583	1.002	1134	478.3	.419	172	481.2
6	Will Clark W. Clark	.418	130	427	78	136	30	2	21	70	69	7	69	5	2	507	233	53	0	4	3	7	.319	.546	.964	99	32.6	.415	147	32.1
7	Manny Ramirez M. Ramirez	.417	1,453	5,213	971	1,642	344	11	357	1,149	874	75	1,150	11	10	6,211	3,079	712	0	49	178	154	.315	.591	1.008	1241	479.2	.421	157	445.5
8	Joey Votto J. Votto	.416	1,900	6,722	1,114	2,027	435	21	331	1,065	1,294	64	1,481	80	29	8,128	3,497	787	0	48	147	158	.302	.520	.937	1489	538.2	.400	149	476.6
9	Jason Giambi J. Giambi	.407	1,613	4,899	843	1,310	253	5	334	1,023	1,046	154	1,149	15	6	6,160	2,575	592	0	61	78	109	.267	.526	.933	1125	374.1	.400	145	353.4
10	Lance Berkman L. Berkman	.407	1,845	6,398	1,136	1,883	420	30	362	1,219	1,189	66	1,279	81	47	7,707	3,449	812	1	53	160	145	.294	.539	.946	1412	479.8	.402	144	434.4
11	Chipper Jones C. Jones	.404	1,720	6,094	1,077	1,855	383	21	315	1,099	1,053	15	946	67	27	7,228	3,225	719	0	66	149	173	.304	.529	.934	1296	417.4	.397	142	389
12	Edgar Martinez E. Martinez	.401	668	2,337	339	689	142	1	111	481	406	29	456	9	3	2,805	1,166	254	0	33	42	62	.295	.499	.900	481	130.8	.386	138	137.6
13	Brian Giles B. Giles	.400	1,407	5,149	862	1,490	330	48	209	806	933	44	616	77	35	6,175	2,543	587	0	49	93	123	.289	.494	.893	1047	284.4	.384	136	287.3
14	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
15	Jim Thome J. Thome	.396	1,627	5,345	974	1,445	270	10	416	1,120	1,101	40	1,666	3	9	6,531	2,983	696	0	45	123	101	.270	.558	.954	1201	402.9	.402	145	365.9
16	Mark McGwire M. McGwire	.394	186	535	108	128	12	0	61	137	132	10	196	1	0	685	323	73	0	8	15	12	.239	.604	.998	134	46.4	.410	147	43.8
17	Carlos Delgado C. Delgado	.394	1,368	4,951	863	1,416	326	12	324	1,045	796	126	1,121	9	3	5,938	2,738	662	0	65	151	108	.286	.553	.947	1069	335.2	.397	141	309.5
18	Gary Sheffield G. Sheffield	.394	1,268	4,572	857	1,344	226	11	273	869	718	63	621	97	33	5,399	2,411	510	0	46	52	129	.294	.527	.921	959	293.6	.394	141	284.9
19	Jeff Bagwell J. Bagwell	.394	833	3,038	596	867	174	11	186	568	516	46	652	44	20	3,631	1,621	371	0	31	34	94	.285	.534	.927	651	200	.395	135	167.1
20	Brandon Nimmo B. Nimmo	.393	457	1,393	233	371	76	16	47	149	252	41	413	20	12	1,695	620	139	4	5	5	16	.266	.445	.838	274	68.9	.366	134	71.5
21	Bobby Abreu B. Abreu	.392	2,048	7,227	1,244	2,080	499	40	248	1,169	1,260	29	1,543	347	107	8,596	3,403	787	3	77	93	145	.288	.471	.863	1385	342.6	.375	128	312.7
22	Bryce Harper B. Harper	.392	1,283	4,557	850	1,273	270	22	267	752	833	36	1,189	111	39	5,482	2,388	559	12	44	103	93	.279	.524	.916	957	313.9	.386	142	279.9
23	Paul Goldschmidt P. Goldschmidt	.389	1,469	5,366	939	1,572	341	22	280	927	837	39	1,404	140	33	6,288	2,797	643	0	46	107	127	.293	.521	.911	1089	354.5	.385	141	308.9
24	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
25	Miguel Cabrera M. Cabrera	.387	2,587	9,625	1,505	2,987	597	17	502	1,804	1,199	69	1,930	39	21	10,993	5,124	1,116	5	95	235	342	.310	.532	.920	1904	603.1	.389	143	563.6