Bruno Fernandes and Jamie Vardy are tied for missing the most career penalties in the Premier League, with 7 penalties missed.

Interpreted as:

most missed penalties by a player of all-time

	NAME	PK-MISS	M	MIN	START	G	G/M	A	G+A	PK	FK	SH	SOT	WOOD	TCH	TCH-BOX	OFF
1	Bruno Fernandes B. Fernandes	7	201	17,420	197	64	0.32	51	115	23	3	550	208	20	14,923	623	38
2	Jamie Vardy J. Vardy	7	342	26,555	301	145	0.42	47	192	27	0	678	326	21	7,582	1,129	303
3	Riyad Mahrez R. Mahrez	6	284	19,583	223	82	0.29	60	142	13	3	588	243	17	14,198	886	62
4	Mohamed Salah M. Salah	6	307	25,198	283	188	0.61	89	277	35
5	Sergio Agüero S. Agüero	6	241	17,268	204	161	0.67	39	200	24
6	Aleksandar Mitrović A. Mitrović	5	129	8,921	95	38	0.29	12	50	8	0	368	136	9	4,512	444	68
7	Christian Benteke C. Benteke	5	280	19,239	210	86	0.31	23	109	10
8	James Ward-Prowse J. Ward-Prowse	5	409	28,923	319	57	0.14	45	102	15
9	Wayne Rooney W. Rooney	5	173	13,576	151	64	0.37	36	100	10
10	Pierre-Emerick Aubameyang P. Aubameyang	4	143	10,854	120	69	0.48	16	85	9	1	326	148	12	4,320	572	81
11	Paul Pogba P. Pogba	4	154	12,225	138	29	0.19	38	67	7	0	358	127	11	12,000	442	17
12	Troy Deeney T. Deeney	4	165	12,880	141	47	0.28	21	68	18	0	283	118	2	6,144	482	78
13	Glenn Murray G. Murray	4	148	7,548	82	37	0.25	5	42	10
14	Wilfried Zaha W. Zaha	4	305	24,647	278	68	0.22	29	97	7
15	Gylfi Þór Sigurðsson G. Þór Sigurðsson	4	300	21,676	240	60	0.20	47	107	12
16	Harry Kane H. Kane	4	320	26,953	302	213	0.67	47	260	33
17	Raheem Sterling R. Sterling	4	393	28,533	322	123	0.31	64	187	3
18	Neal Maupay N. Maupay	3	160	10,102	109	33	0.21	10	43	5	0	302	115	2	4,186	598	40
19	Jorginho	3	196	13,601	156	21	0.11	8	29	19	0	78	32	1	13,736	72	0
20	Pascal Groß P. Groß	3	228	17,512	203	30	0.13	45	75	6	1	247	91	4	14,029	466	44
21	Gabriel Jesus G. Jesus	3	229	13,467	146	76	0.33	40	116	4	0	495	220	15	7,475	1,223	123
22	Ilkay Gündogan I. Gündogan	3	221	14,847	163	45	0.20	22	67	3	2	317	102	10	14,238	502	12
23	Luka Milivojević L. Milivojević	3	183	13,885	156	28	0.15	5	33	22	3	178	62	5	10,087	81	2
24	Alexis Sánchez A. Sánchez	3	154	12,054	136	63	0.41	32	95	3	5	462	180	14	9,859	489	82
25	Charlie Austin C. Austin	3	111	6,361	69	34	0.31	8	42	6	0	258	106	6	2,653	174	69