Between the 1999-00 and 2098-99 seasons, Bruno Fernandes and Jamie Vardy were tied for missing the most penalties in the Premier League, with 7 penalties missed.

Interpreted as:

most penalties missed by a player this century

	NAME	PK-MISS	Rating	M	MIN	START	G	G/M	A	G+A	PK	FK	SH	SOT	WOOD	TCH	TCH-BOX	OFF
1	Bruno Fernandes B. Fernandes	7		230	19,918	226	71	0.31	72	143	26	4	622	227	25	17,122	702	42
2	Jamie Vardy J. Vardy	7		342	26,545	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		328	26,782	300	193	0.59	94	287	35
5	Sergio Agüero S. Agüero	6		241	17,269	204	161	0.67	39	200	24
6	Aleksandar Mitrović A. Mitrović	5		129	8,926	95	38	0.29	12	50	8	0	368	136	9	4,512	444	68
7	Christian Benteke C. Benteke	5		280	19,249	210	86	0.31	23	109	10
8	James Ward-Prowse J. Ward-Prowse	5		422	29,600	326	57	0.14	46	103	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	10,851	120	69	0.48	16	85	9	1	326	148	12	4,320	572	81
11	Paul Pogba P. Pogba	4		154	12,223	138	29	0.19	38	67	7	0	358	127	11	12,000	442	17
12	Troy Deeney T. Deeney	4		165	12,882	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	24,639	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	26,946	302	213	0.67	47	260	33
17	Raheem Sterling R. Sterling	4		393	28,522	322	123	0.31	64	187	3
18	Erling Haaland E. Haaland	3	7.36	132	11,012	127	112	0.85	24	136	20	0	479	238	17	2,985	832	23
19	Neal Maupay N. Maupay	3		160	10,107	109	33	0.21	10	43	5	0	302	115	2	4,186	598	40
20	Jorginho	3		196	13,591	156	21	0.11	8	29	19	0	78	32	1	13,736	72	0
21	Pascal Groß P. Groß	3		247	19,140	221	31	0.13	48	79	6	1	265	100	5	15,421	509	48
22	Gabriel Jesus G. Jesus	3		243	13,892	149	79	0.33	40	119	4	0	514	232	16	7,687	1,266	130
23	Ilkay Gündogan I. Gündogan	3		221	14,832	163	45	0.20	22	67	3	2	317	102	10	14,238	502	12
24	Luka Milivojević L. Milivojević	3		183	13,887	156	28	0.15	5	33	22	3	178	62	5	10,087	81	2
25	Alexis Sánchez A. Sánchez	3		154	12,054	136	63	0.41	32	95	3	5	462	180	14	9,859	489	82

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StatMuse has season-level data for penalties missed going back to the 2012-13 season.

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1	Arsenal	38	26	7	5	44	85
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