Arsenal have a W703 D312 L266 record in the Premier League all-time.

	CLUB	W-D-L	SEAS	G	W%	M	W	D	L	GC	SH	SOT	PASS-ATT	PASS	POSS%	FOUL	YC	RC
1	Arsenal	W703 D312 L266	34	2,293	.549	1,281	703	312	266	1,263					57.9		1,991	112
2	Chelsea	W675 D317 L290	34	2,179	.527	1,282	675	317	290	1,293					58.2		2,149	95
3	Everton	W457 D359 L466	34	1,625	.356	1,282	457	359	466	1,652					48.2		2,099	110
4	Liverpool	W685 D313 L284	34	2,294	.534	1,282	685	313	284	1,300					58.9		1,675	69
5	Man United	W762 D282 L237	34	2,370	.595	1,281	762	282	237	1,243					56.1		1,988	76
6	Tottenham	W557 D302 L422	34	1,978	.435	1,281	557	302	422	1,645					55.0		2,007	78
7	Newcastle	W445 D294 L424	31	1,619	.383	1,163	445	294	424	1,578					47.0		1,796	95
8	Aston Villa	W420 D323 L424	31	1,472	.360	1,167	420	323	424	1,526					47.6		1,878	71
9	West Ham	W374 D284 L467	30	1,400	.332	1,125	374	284	467	1,649					46.0		1,884	88
10	Man City	W560 D231 L300	29	1,955	.513	1,091	560	231	300	1,195					60.0		1,635	78
11	Southampton	W282 D254 L426	25	1,140	.293	962	282	254	426	1,441					50.4		1,481	66
12	Fulham	W210 D180 L309	19	815	.300	699	210	180	309	1,023					49.3		1,135	48
13	Leicester	W224 D174 L290	18	904	.326	688	224	174	290	1,016					48.4		1,058	53
14	Rovers	W262 D184 L250	18	927	.376	696	262	184	250	907					46.5		1,143	78
15	Sunderland	W159 D164 L300	17	630	.255	623	159	164	300	921					44.6		1,161	65
16	Crystal Palace	W189 D170 L272	17	715	.300	631	189	170	272	896					43.6		1,066	34
17	Leeds	W227 D154 L216	16	812	.380	597	227	154	216	813					50.7		1,067	35
18	Middlesbrough	W165 D169 L240	15	648	.287	574	165	169	240	794					46.9		979	45
19	West Brom	W117 D139 L238	13	510	.237	494	117	139	238	772					43.5		776	35
20	Bolton	W149 D128 L217	13	575	.302	494	149	128	217	745					45.4		863	44
21	Wolves	W126 D101 L206	12	471	.291	433	126	101	206	687					48.5		813	32
22	Burnley	W91 D86 L180	10	357	.255	357	91	86	180	563	3,755	1,221	127,144		42.6	3,770	616	18
23	Stoke City	W116 D109 L155	10	398	.305	380	116	109	155	525	4,171	1,235	127,998		43.6	4,658	707	31
24	Norwich City	W99 D105 L188	10	414	.253	392	99	105	188	669					45.5		526	19
25	Brighton	W100 D103 L117	9	408	.313	320	100	103	117	455	4,114	1,366	152,993	126,251	52.0	3,549	561	22