Chelsea have a record of W674 D317 L290 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	Chelsea	W14 D14 L14	1992-93	.333	42	14	14	14	51	54							45	2
2	Chelsea	W13 D12 L17	1993-94	.310	42	13	12	17	49	53							29	2
3	Chelsea	W13 D15 L14	1994-95	.310	42	13	15	14	50	55							60	3
4	Chelsea	W12 D14 L12	1995-96	.316	38	12	14	12	46	44							67	3
5	Chelsea	W16 D11 L11	1996-97	.421	38	16	11	11	58	55							80	2
6	Chelsea	W20 D3 L15	1997-98	.526	38	20	3	15	71	43							64	3
7	Chelsea	W20 D15 L3	1998-99	.526	38	20	15	3	57	30							83	3
8	Chelsea	W18 D11 L9	1999-00	.474	38	18	11	9	53	34							59	4
9	Chelsea	W17 D10 L11	2000-01	.447	38	17	10	11	68	45							76	2
10	Chelsea	W17 D13 L8	2001-02	.447	38	17	13	8	66	38							69	3
11	Chelsea	W19 D10 L9	2002-03	.500	38	19	10	9	68	38							64	1
12	Chelsea	W24 D7 L7	2003-04	.632	38	24	7	7	67	30							45	3
13	Chelsea	W29 D8 L1	2004-05	.763	38	29	8	1	72	15							53	0
14	Chelsea	W29 D4 L5	2005-06	.763	38	29	4	5	72	22							63	5
15	Chelsea	W24 D11 L3	2006-07	.632	38	24	11	3	64	24	636	216	16,769		56.9	488	66	4
16	Chelsea	W25 D10 L3	2007-08	.658	38	25	10	3	65	26	605	199	17,252		58.7	478	65	6
17	Chelsea	W25 D8 L5	2008-09	.658	38	25	8	5	68	24	797	248	19,940		60.2	456	50	3
18	Chelsea	W27 D5 L6	2009-10	.711	38	27	5	6	103	32	834	288	18,852		59.3	473	60	5
19	Chelsea	W21 D8 L9	2010-11	.553	38	21	8	9	69	33	745	244	19,236		58.3	441	59	1
20	Chelsea	W18 D10 L10	2011-12	.474	38	18	10	10	65	46	671	224	18,766		55.8	429	76	4
21	Chelsea	W22 D9 L7	2012-13	.579	38	22	9	7	75	39	626	212	18,432		54.4	399	54	3
22	Chelsea	W25 D7 L6	2013-14	.658	38	25	7	6	71	27	692	229	18,266		55.2	425	62	3
23	Chelsea	W26 D9 L3	2014-15	.684	38	26	9	3	73	32	564	210	20,269	16,859	55.7	382	75	4
24	Chelsea	W12 D14 L12	2015-16	.316	38	12	14	12	59	53	526	173	19,897	16,444	56.2	404	62	5
25	Chelsea	W30 D3 L5	2016-17	.789	38	30	3	5	85	33	580	204	20,125	16,880	55.0	395	72	0
	Total	W674 D317 L290		.526	1,281	674	317	290	2,177	1,293					58.2		2,148	95