Tottenham Hotspur tallied the most goals by a club in the Premier League in 2016-17, with 86 goals.

	CLUB	G	SEASON	M	W	D	L	GC	SH	SOT	PASS-ATT	PASS	POSS%	FOUL	YC	RC
1	Tottenham	86	2016-17	38	26	8	4	26	669	257	20,150	16,623	60.5	432	62	0
2	Chelsea	85	2016-17	38	30	3	5	33	580	204	20,125	16,880	55.0	395	72	0
3	Man City	80	2016-17	38	23	9	6	39	633	216	22,706	19,425	64.9	395	71	4
4	Liverpool	78	2016-17	38	22	10	6	42	640	236	22,283	18,366	61.9	397	54	0
5	Arsenal	77	2016-17	38	23	6	9	44	566	201	21,394	17,918	58.7	398	69	3
6	Everton	62	2016-17	38	17	10	11	44	502	191	17,584	13,897	52.0	459	74	2
7	Bournemouth	55	2016-17	38	12	10	16	67	452	160	17,152	13,940	51.4	368	56	3
8	Man United	54	2016-17	38	18	15	5	29	591	210	20,245	17,048	56.5	496	80	2
9	Crystal Palace	50	2016-17	38	12	5	21	63	439	138	13,542	9,944	45.3	470	79	0
10	Leicester	48	2016-17	38	12	8	18	63	433	145	13,676	9,588	41.9	451	73	1
11	West Ham	47	2016-17	38	12	9	17	64	499	138	15,127	11,834	47.1	408	86	5
12	Swansea	45	2016-17	38	12	5	21	70	405	145	16,131	12,723	47.9	401	56	0
13	West Brom	43	2016-17	38	12	9	17	51	399	123	11,825	8,329	37.2	449	80	0
14	Southampton	41	2016-17	38	12	10	16	48	550	179	18,245	14,687	54.5	428	61	2
15	Stoke City	41	2016-17	38	11	11	16	56	425	137	14,558	10,964	46.3	435	72	2
16	Watford	40	2016-17	38	11	7	20	68	422	144	14,049	10,397	46.1	517	90	5
17	Burnley	39	2016-17	38	11	7	20	55	391	120	12,558	8,521	40.2	429	67	2
18	Hull City	37	2016-17	38	9	7	22	80	397	126	15,596	12,070	45.8	402	67	5
19	Sunderland	29	2016-17	38	6	6	26	69	387	119	12,356	8,971	39.6	438	84	4
20	Middlesbrough	27	2016-17	38	5	13	20	53	351	100	15,736	12,166	47.3	482	79	1