Since 1986, Barry Bonds has the highest on-base percentage, with an on-base percentage of .444.

Interpreted as:

highest obp with a minimum of 1.55 PA per team game by a player after 1985

	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	.444	2,986	9,847	2,227	2,935	601	77	762	1,996	2,558	106	1,539	514	141	12,606	5,976	1,440	4	91	688	165	.298	.607	1.051	2663	1,143.3	.435	172	1,142
2	Frank Thomas F. Thomas	.419	2,322	8,199	1,494	2,468	495	12	521	1,704	1,667	87	1,397	32	23	10,074	4,550	1,028	0	121	168	226	.301	.555	.974	1954	721.1	.416	154	692
3	Juan Soto J. Soto	.419	1,016	3,565	713	1,007	193	15	220	637	835	17	753	66	24	4,443	1,890	428	2	24	72	98	.282	.530	.949	852	320.3	.402	158	312.2
4	Edgar Martinez E. Martinez	.418	2,055	7,213	1,219	2,247	514	15	309	1,261	1,283	89	1,202	49	30	8,672	3,718	838	10	77	113	190	.312	.515	.933	1606	548.2	.405	147	523.9
5	Todd Helton T. Helton	.414	2,247	7,962	1,401	2,519	592	37	369	1,406	1,335	57	1,175	37	29	9,450	4,292	998	3	93	185	186	.316	.539	.953	1765	612.5	.405	132	389.5
6	Manny Ramirez M. Ramirez	.411	2,302	8,244	1,544	2,574	547	20	555	1,831	1,329	109	1,813	38	33	9,774	4,826	1,122	2	90	216	243	.312	.585	.996	1931	719.5	.418	153	658.7
7	Wade Boggs W. Boggs	.410	1,863	6,982	1,146	2,239	447	46	94	763	1,100	18	583	15	29	8,190	3,060	587	11	79	163	179	.321	.438	.849	1301	336.3	.376	128	278.6
8	Aaron Judge A. Judge	.410	1,073	3,863	806	1,134	192	7	343	779	746	36	1,300	59	19	4,672	2,369	542	0	27	85	108	.294	.613	1.023	977	419.7	.425	177	423.9
9	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
10	Mike Trout M. Trout	.408	1,572	5,702	1,149	1,692	313	55	390	983	1,012	102	1,549	214	38	6,874	3,285	758	0	58	125	71	.297	.576	.984	1343	545.6	.413	168	548
11	Jeff Bagwell J. Bagwell	.408	2,150	7,797	1,517	2,314	488	32	449	1,529	1,401	128	1,558	202	78	9,431	4,213	969	3	102	155	221	.297	.540	.948	1755	596.6	.405	149	588.3
12	Lance Berkman L. Berkman	.406	1,879	6,491	1,146	1,905	422	30	366	1,234	1,201	66	1,300	86	48	7,813	3,485	818	1	54	160	147	.293	.537	.943	1424	477.5	.400	144	432.3
13	Jim Thome J. Thome	.402	2,543	8,422	1,583	2,328	451	26	612	1,699	1,747	69	2,548	19	20	10,313	4,667	1,089	1	74	173	165	.276	.554	.956	1925	653.9	.406	145	589.5
14	Jack Clark J. Clark	.401	824	2,674	450	668	109	6	155	498	682	11	797	16	13	3,393	1,254	270	0	26	58	66	.250	.469	.870	565	182.4	.386	141	165.2
15	Chipper Jones C. Jones	.401	2,499	8,984	1,619	2,726	549	38	468	1,623	1,512	18	1,409	150	46	10,614	4,755	1,055	3	97	177	253	.303	.529	.930	1904	598.1	.397	141	563
16	Rickey Henderson R. Henderson	.400	2,147	7,498	1,563	2,033	353	32	222	772	1,571	75	1,213	833	187	9,204	3,116	607	14	46	39	124	.271	.416	.816	1426	326.2	.371	129	324.3
17	Larry Walker L. Walker	.400	1,988	6,907	1,355	2,160	471	62	383	1,311	913	138	1,231	230	76	8,030	3,904	916	7	65	117	153	.313	.565	.965	1532	556.6	.412	140	406.2
18	Brian Giles B. Giles	.400	1,847	6,527	1,121	1,897	411	55	287	1,078	1,183	51	835	109	45	7,835	3,279	753	4	70	114	160	.291	.502	.902	1348	375.5	.388	136	366.3
19	Jason Giambi J. Giambi	.399	2,260	7,267	1,227	2,010	405	9	440	1,441	1,366	180	1,572	20	12	8,908	3,753	854	2	93	97	166	.277	.516	.916	1579	480.6	.394	139	451
20	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
21	John Olerud J. Olerud	.398	2,234	7,592	1,139	2,239	500	13	255	1,230	1,275	88	1,016	11	14	9,063	3,530	768	12	96	157	232	.295	.465	.863	1466	356.3	.377	130	342.8
22	John Kruk J. Kruk	.397	1,200	3,897	582	1,170	199	34	100	592	649	2	701	58	31	4,603	1,737	333	12	43	83	92	.300	.446	.842	718	188.8	.373	134	181
23	Bobby Abreu B. Abreu	.395	2,425	8,480	1,453	2,470	574	59	288	1,363	1,476	33	1,840	400	128	10,081	4,026	921	7	85	115	165	.291	.475	.870	1648	417.8	.378	129	382
24	Mark McGwire M. McGwire	.394	1,874	6,187	1,167	1,626	252	6	583	1,414	1,317	75	1,596	12	8	7,660	3,639	841	3	78	150	147	.263	.588	.982	1480	564.9	.415	157	558.2
25	Gary Sheffield G. Sheffield	.393	2,576	9,217	1,636	2,689	467	27	509	1,676	1,475	135	1,171	253	104	10,947	4,737	1,003	9	111	130	235	.292	.514	.907	1907	574.5	.391	141	567.2