Arsenal have a record of W700 D310 L265 in the Premier League all-time.

	CLUB	W-D-L	SEASON	W%	M	W	D	L	G	GC	SH	SOT	PASS-ATT	PASS	POSS%	FOUL	YC	RC
1	Arsenal	W15 D11 L16	1992-93	.357	42	15	11	16	40	38							36	1
2	Arsenal	W18 D17 L7	1993-94	.429	42	18	17	7	53	28							32	1
3	Arsenal	W13 D12 L17	1994-95	.310	42	13	12	17	52	49							59	4
4	Arsenal	W17 D12 L9	1995-96	.447	38	17	12	9	49	32							63	2
5	Arsenal	W19 D11 L8	1996-97	.500	38	19	11	8	62	32							81	5
6	Arsenal	W23 D9 L6	1997-98	.605	38	23	9	6	68	33							70	3
7	Arsenal	W22 D12 L4	1998-99	.579	38	22	12	4	59	17							62	7
8	Arsenal	W22 D7 L9	1999-00	.579	38	22	7	9	73	43							66	5
9	Arsenal	W20 D10 L8	2000-01	.526	38	20	10	8	63	38							46	3
10	Arsenal	W26 D9 L3	2001-02	.684	38	26	9	3	79	36							71	6
11	Arsenal	W23 D9 L6	2002-03	.605	38	23	9	6	85	42							55	3
12	Arsenal	W26 D12 L0	2003-04	.684	38	26	12	0	73	26							51	3
13	Arsenal	W25 D8 L5	2004-05	.658	38	25	8	5	87	36							45	1
14	Arsenal	W20 D7 L11	2005-06	.526	38	20	7	11	68	31							54	2
15	Arsenal	W19 D11 L8	2006-07	.500	38	19	11	8	63	35	638	226	18,467		59.0	402	61	3
16	Arsenal	W24 D11 L3	2007-08	.632	38	24	11	3	74	31	627	208	18,831		58.9	407	57	3
17	Arsenal	W20 D12 L6	2008-09	.526	38	20	12	6	68	37	662	220	19,008		58.5	463	62	3
18	Arsenal	W23 D6 L9	2009-10	.605	38	23	6	9	83	41	660	233	19,291		59.6	471	56	1
19	Arsenal	W19 D11 L8	2010-11	.500	38	19	11	8	72	43	654	238	20,150		60.1	453	69	6
20	Arsenal	W21 D7 L10	2011-12	.553	38	21	7	10	74	49	637	236	20,613		60.2	407	70	4
21	Arsenal	W21 D10 L7	2012-13	.553	38	21	10	7	72	37	586	200	20,619	0	56.9	376	44	5
22	Arsenal	W24 D7 L7	2013-14	.632	38	24	7	7	68	41	523	213	21,561		56.8	350	58	5
23	Arsenal	W22 D9 L7	2014-15	.579	38	22	9	7	71	36	610	227	20,526	17,210	56.6	376	69	2
24	Arsenal	W20 D11 L7	2015-16	.526	38	20	11	7	65	36	571	211	21,479	18,123	58.3	350	45	5
25	Arsenal	W23 D6 L9	2016-17	.605	38	23	6	9	77	44	566	201	21,394	17,918	58.7	398	69	3
	Total	W700 D310 L265		.549	1,275	700	310	265	2,281	1,257					57.9		1,980	112