The 2018 Drucker Institute Company Ranking.

Ranking	Company	Customer Satisfaction	EMPLOYEE ENGAGEMENT AND DEVELOPMENT	Innovation	Social Responsibility	Financial Strength	EFFECTIVENESS
1	Apple	64.7	66.1	109	65.4	106.7	100
2	Amazon.com	57	58.4	185.2	41.9	63.1	99.4
3	Microsoft	56.4	72.9	91.9	78	70.4	87.7
4	Nvidia	68.5	72.6	59.9	66.2	96.8	84.1
5	Intel	62.2	60.5	82	77.9	74.7	83.7
6	Alphabet	59.3	78.7	85.8	64.2	68.4	82.7
7	Accenture	69.7	61.2	77.4	73.5	72.4	82.1
8	Johnson & Johnson	58.6	68.4	89.2	71.6	62.5	81.5
9	Procter & Gamble	70.4	66.6	72.5	64.4	73.2	79.3
10	International Business Machines	73	51.5	82.4	73.4	63.6	79.2
11	PepsiCo	69.8	53.4	82.2	68.7	64.1	77.4
12	3M	69.4	63.1	73.8	68.8	63.6	77.2
13	Cisco Systems	71.8	66.2	69.3	76	53.8	76.8
14	Starbucks	52.5	57.9	80.8	65.4	76.5	76.2
15	Nike	64.1	61.5	76.5	62.8	69.4	75.8
16	HP	59.4	61.9	63.6	78.2	68.8	75.7
17	DowDuPont	70.1	54.7	104.9	53.2	49.5	75.5
18	General Electric	56.5	53.1	109.9	65.7	38.6	74.2
19	Clorox	70.8	67.1	54.2	67.5	70.5	73.9
20	United Parcel Service	54.3	47.3	84.7	62.8	75.5	73.7
21	Colgate-Palmolive	59.2	66.1	59.9	68.4	73.4	73.6
22	Adobe Systems	56.6	74.5	58.9	67.4	66.1	72.5
23	Facebook	38.6	75.7	70.7	52.8	83.6	72.1
23	Jones Lang LaSalle	48.4	58.6	94.7	65.9	50	72.1
23	Merck & Co.	69.1	56.1	70.3	70.9	54.7	72.1
23	Walmart	54.2	43.4	93.3	59.7	68.2	72.1
27	Exxon Mobil	48.9	58.3	89.3	58.3	63.3	71.7
27	JPMorgan Chase	58.7	59.5	68.5	66.8	66.3	71.7
29	Lockheed Martin	65.2	54.4	65.7	63	71.5	71.3
30	Intuit	51.5	73.2	56.6	64.6	72.7	71
31	Kimberly-Clark	68.7	57	49.8	69.2	74.9	70.9
32	Pfizer	60.3	59.6	62.6	66.4	67.7	70.5
33	Texas Instruments	54	67.8	47.8	72.3	73	70
34	Boeing	64.6	55	65.1	56.1	75.3	69.9
34	Hershey	70.6	53.9	56.9	64.2	70.9	69.9
34	Marriott	61.9	57.2	73.1	61.5	60.7	69.9
37	Coca-Cola	67.7	55	73	64	54.6	69.8
37	General Motors	65.2	61.4	72.6	60.8	55	69.8
39	Allstate	57.9	51.9	91	59.9	50.5	69.6
39	Edwards Lifesciences	64.8	61.4	62.4	63.3	62.5	69.6
41	S&P Global	55.3	64.9	47.4	65.8	77.7	68.5
42	Ford	65.2	57.2	65.6	61.9	60.4	68.4
43	Medtronic	51	59.1	80.4	66.9	48	68
44	Salesforce.com	71.4	76.6	50.7	64	48.4	67.9
45	Verizon Communications	39.5	56	63.9	66.6	78.3	67.7
46	Brown-Forman	56.5	75.4	56.3	59.9	60	67.5
47	Amgen	70.1	61.4	55.3	64.2	56.6	67.2
48	Walt Disney	44.7	58.5	70.9	63.5	64.6	66.9
49	Estee Lauder	68.3	57.9	55.4	63	61.2	66.7
50	AbbVie	50.1	64	49.6	66.2	73.5	66.6
50	Applied Materials	64.4	57.9	49.2	61.1	73.3	66.6
52	Eli Lilly & Co.	63.9	61.8	55.7	66.8	55.9	66.5
53	Mastercard	40.1	64.8	61.1	57.5	77.8	66.1
54	Visa	62.2	53.1	60.2	63.1	62.4	65.7
55	VMware	66.9	71.3	50.5	58	56.5	65.5
56	Oracle	72	50.7	56.1	69.3	52.4	65.4
57	Home Depot	49.9	52.2	55.2	57.4	84.2	65.1
58	Micron Technology	61.3	55.4	49.8	52.6	82.1	64.9
59	Bank of America	47.6	57.9	60.3	68.6	61.3	64.8
60	Lam Research	59.2	60.7	47.3	60.3	71.8	64.7
61	Rockwell Automation	66.4	56.6	51.6	61.8	62.7	64.6
62	Best Buy	60.8	58.6	48.1	68.5	61.4	64.5
63	Celgene	51.2	64.3	53.9	63.8	62.5	64.2
64	Molson Coors	71.5	61.5	58.2	62.2	44.1	64.1
65	American Express	53.1	60.3	73.1	57.5	49.9	63.9
65	Hormel Foods	70.3	64	50	59.5	54.2	63.9
67	AT&T	39.4	51.9	59.2	64.9	76.5	63.8
67	Eaton	65.4	57.6	54.5	68.2	49.4	63.8
69	Altria	49.2	59.9	58.1	57.7	69.2	63.7
69	American Airlines Group	48.3	56.2	77.7	51.8	59.3	63.7
69	Biogen	50.5	60.5	47.5	71.6	62.9	63.7
72	TJX	56.5	54.3	48.8	62.9	71.6	63.5
73	General Mills	57.5	58.5	57.1	68.9	50.5	63.4
73	Praxair	57.9	52.7	57.2	72.3	51.6	63.4
75	Kellogg	57	54.9	55.2	67.6	57	63.1
76	Bristol-Myers Squibb	49.2	60.7	51.5	70	58.9	62.9
77	Advanced Micro Devices	67.6	60.4	53.2	65.2	45.7	62.7
77	Hasbro	51.1	64.5	54.7	64.1	56.3	62.7
79	Raytheon	61.7	57.7	57.1	59.2	55.9	62.5
80	LyondellBasell Industries	60.9	55.9	52.2	54.1	69.2	62.4
80	Southwest Airlines	54.5	70.6	50.3	57.8	58.6	62.4
82	Cummins	55.5	58.7	53.4	66.2	55.5	62.3
82	Weyerhaeuser	59.5	54	63.1	65.2	47	62.3
84	Caterpillar	69.3	50.6	59.1	57	55	62.2
85	Whirlpool	54.5	54.1	74.4	58.7	45.8	62.1
86	Hilton Worldwide	60.2	61.1	55.4	60.2	52.6	61.9
86	Johnson Controls International	62	47.7	63.8	67	46.8	61.9
86	TE Connectivity	73.8	46.9	52.5	64	52.8	61.9
89	Avery Dennison	67	53.9	52.5	59.4	56.8	61.7
89	NetApp	59.8	64.2	47.7	57.3	61.1	61.7
91	Chevron	43.4	58.8	72.5	56.5	53.6	61.5
91	FedEx	57.8	54.3	58.8	59.5	56.9	61.5
91	United Technologies	64.1	51.3	64.4	56.7	51.5	61.5
94	Abbott Laboratories	44.2	56	73.1	64.7	45.2	61.4
95	Equinix	51.1	65.6	73.3	52.9	43	61.3
95	Honeywell	67.8	41.1	71.4	53.7	53.3	61.3
97	Costco Wholesale	58.6	66.5	54	49.9	59.6	61.1
98	Boston Scientific	42.9	63.9	60.7	62.9	53.2	61
98	Oshkosh Corporation	67.8	68.1	49	54.9	49.2	61
100	Agilent Technologies	58.7	63.1	49.3	64.6	50.3	60.9
101	Campbell Soup	62.6	49.2	51	72	49.1	60.8
101	Gap	53.1	52.7	55.8	66.9	54.8	60.8
103	KLA-Tencor	49.7	60.2	47.4	58.2	69.8	60.7
104	Delta Air Lines	42.9	70.6	54.2	58	57.9	60.6
105	Ecolab	50.3	50.6	68.6	62.7	49.3	60.5
105	Rockwell Collins	70.4	59.1	48.1	61.4	47.3	60.5
107	Berkshire Hathaway	45.5	52.2	71.2	34.2	81.9	60.4
107	Eastman Chemical	65.9	58.4	53.3	59.3	48.4	60.4
107	Ingersoll-Rand	64.2	57.3	48.2	65	50	60.4
107	Motorola Solutions	52.3	56.4	49.7	65.1	59.6	60.4
107	Philip Morris International	34.1	60.3	60.7	53.3	73.5	60.4
107	Workday	64.8	69.1	50.5	63	37.7	60.4
113	Mettler-Toledo International	61.4	48.5	47	57.6	70	60.2
114	Darden Restaurants	67.2	55.9	48.1	56.2	57.6	60
114	Hewlett Packard Enterprise	55.1	43.5	67.5	69.4	43.6	60
114	Northrop Grumman	50.1	57	53.4	63.6	57	60
117	Owens Corning	63	61.8	48.3	65.5	44.1	59.9
118	Air Products & Chemicals	50.7	57.2	57.4	64.1	50	59.6
119	McCormick & Co.	68.6	52.1	48.8	62.7	49.8	59.5
120	Wells Fargo & Co.	43.1	55.3	59.1	61	59.8	59.4
121	Capital One Financial	54	64.9	56.7	59.1	45.3	59.3
122	Dell Technologies	71.3	60	55.9	56	39	59.2
122	Electronic Arts	60.2	63.2	48	49.3	62	59.2
124	eBay	59	60.9	49.2	62.6	47.9	59
124	Seagate Technology	56.4	39.7	48.5	66	67.2	59
126	Netflix	52.5	69.2	59.6	37	63.9	58.9
126	Varian Medical Systems	53.9	57.8	46.5	64.2	56.4	58.9
126	WABCO Holdings	68.6	56.2	49.8	46.5	62	58.9
129	Becton Dickinson & Co.	51.1	48.6	63.6	67	45.1	58.8
129	Skyworks Solutions	60.8	51.8	47.8	50.9	69.6	58.8
131	Analog Devices	57.4	59.2	50	61.4	50	58.6
131	Nielsen Holdings	54.1	52.8	63.9	61.3	44.3	58.6
131	Nordstrom	61.1	56.7	47.2	60.9	53	58.6
131	Target	58.3	51.1	49	66.1	52.9	58.6
135	McDonald's	46.1	41.3	59.3	60.9	67.3	58.5
136	Illumina	47.2	65.7	52.9	53.3	58.7	58.4
137	Abiomed	51.9	54.2	45.2	40.9	88	58.3
138	Sherwin-Williams	52	54.7	64	52.6	52.9	58.2
139	International Flavors & Fragrances	66.2	45	49.8	64.5	51	58.1
140	Tiffany & Co.	65.5	52.1	50.5	59.1	50.1	58
141	Align Technology	50.5	53.2	57.3	42.6	73.8	57.9
141	American Water Works	51.1	51.7	62.8	62.8	45.2	57.9
143	Aptiv	59.5	58.6	49.7	53.1	56.2	57.8
143	ON Semiconductor	57.1	54.5	47.8	64.9	50.5	57.8
145	Citrix Systems	61	56	46.7	52.4	60.9	57.6
145	W.W. Grainger	57.5	52.5	47.1	61.2	56.7	57.6
147	Prudential Financial	48	54.8	56.3	62.6	50.3	57.4
148	Albemarle	66.4	53.7	50.2	57.3	47.7	57.3
148	Regeneron Pharmaceuticals	50.3	60.5	53.4	48.3	62.5	57.3
148	Western Digital	58.4	53.9	55.9	53.8	52.4	57.3
151	Constellation Brands	56.2	62.4	53.7	47.6	55.6	57.2
152	Citigroup	48.1	54	59	65.4	44	57.1
152	Deere & Co.	62.3	55.6	52.7	56.1	47.5	57.1
152	International Paper	59.9	55.4	51.5	58.3	48.4	57.1
152	Manpower Group	43.3	49.3	51.4	69.5	56.2	57.1
152	Morgan Stanley	52.8	57.8	53.8	59.1	49.1	57.1
152	PVH	62.8	59.5	47.6	58.8	45.8	57.1
158	VF	61.1	53.9	49.4	55.1	54.7	57
159	Cognizant Technology Solutions	58.2	47.4	46.2	62.6	57.9	56.9
159	Dominion Energy	51.7	64.8	51.4	58.1	46.4	56.9
159	Gilead Sciences	51.1	54.3	51.2	57.4	58	56.9
159	Red Hat	55.1	65.3	52.9	43.1	58.8	56.9
159	Symantec	45.9	50.6	53.9	72.9	45.5	56.9
164	DTE Energy	42	56.5	65.4	58.9	46.4	56.8
164	Pitney Bowes	59.2	39.5	59.7	59.3	53.3	56.8
166	Automatic Data Processing	51.9	57.7	47.2	53.8	62.1	56.7
167	CBRE Group	49.2	54.1	51.6	59.2	56.7	56.6
167	Celanese	62	52	48.4	52.4	58.4	56.6
167	Juniper Networks	69.4	56.1	46.4	56.8	45.2	56.6
170	Booz Allen Hamilton	52.3	57.4	50.4	56.1	55.1	56.5
170	JetBlue Airways	65.2	58.4	52.8	50.1	47.2	56.5
170	Lululemon Athletica	57.8	59	47.6	47.7	61.6	56.5
170	ResMed	52.4	57.8	46.4	59.3	55.4	56.5
174	Autodesk	50.2	63.6	51.8	67.8	35.5	56.4
175	Mondelez International	52.5	46.4	61.6	59.9	48.3	56.3
175	T. Rowe Price Group	47.9	58.2	44.2	57.1	63.2	56.3
175	Xilinx	60.2	55.1	47.5	53.6	55.9	56.3
178	Autoliv	68.1	55.2	44.8	54.7	50	56.2
178	Baxter International	47.1	49.7	51.5	68.9	49.8	56.2
178	L Brands	67	55	49.5	49	52.8	56.2
181	Baker Hughes	65.3	48.1	57.7	60.2	38.5	56.1
181	PPG Industries	54.6	43.3	59.9	59.6	51	56.1
181	Qualcomm	47.7	55.4	58.2	65	41	56.1
181	Waste Management	54.7	49.7	46.5	59.6	59.1	56.1
185	Lennox International	56.8	50.6	45.3	51	67.3	56
186	Comcast	23.3	53.8	66.4	52.5	68.9	55.9
186	Hanesbrands	60.2	42	54.4	58.7	53.4	55.9
186	Sysco	61.3	48.2	47.2	56	57.8	55.9
189	Tapestry	56.8	55.9	49.5	56	51.4	55.8
189	UnitedHealth Group	39	51	56	55.7	65	55.8
189	Yum Brands	46.4	55.4	43.7	53.3	70.4	55.8
192	AES	64.2	55.2	49.6	58.6	42	55.7
192	Lear	56.5	57.5	47.8	49.9	58.8	55.7
192	Moody's	51.8	58.5	46.6	51.3	61.8	55.7
195	Vertex Pharmaceuticals	63.3	60.5	54.1	38.8	55.1	55.5
196	Church & Dwight	60.8	52.1	47.9	54.2	54	55.4
196	Exelon	42.8	59.9	50.6	62.5	49.8	55.4
196	FMC	58.8	45.5	52	61.1	49.7	55.4
196	Lowe's	52	44.9	50.9	58.6	60.4	55.4
196	Southern	51.8	59.2	57.9	52.2	46.6	55.4
201	Goldman Sachs Group	38	59.7	56.6	62.2	47.6	55.3
202	Freeport-McMoRan	51.9	56.4	48.5	59.5	50.2	55.2
203	Humana	57.4	53.6	45.7	58.9	51.6	55.1
204	Discover Financial Services	62.8	62.6	44.9	52.4	46.3	55
204	Illinois Tool Works	48.6	47.6	53.8	53.8	61.8	55
206	Broadcom	64.1	45.5	45.4	46.6	67.3	54.9
206	Intuitive Surgical	36.3	74.4	55.3	40.8	60.2	54.9
206	J.M. Smucker	65.7	57.9	45	55.3	44.5	54.9
206	Valero Energy	60.2	62.1	43.4	48.1	55.1	54.9
210	Keysight Technologies	56.2	55.6	47.1	62	44.5	54.8
210	Xylem	60.1	46.5	46.1	64.4	48.3	54.8
212	CA Technologies	54.7	49.6	47.3	64.3	48.5	54.7
212	Visteon	55.7	43.9	47.3	53.9	64.9	54.7
214	Arista Networks	52.8	66.7	43	42.4	63.4	54.6
214	Ball	53.6	47.4	51.4	65.4	45.2	54.6
214	Occidental Petroleum	48.5	63.7	45.8	61.3	45.1	54.6
214	Principal Financial Group	45.9	63.2	50	58.6	46.2	54.6
218	Danaher	58.2	52.9	55.7	51.6	47.2	54.5
219	VeriSign	43.2	56.5	47.1	47.4	70.9	54.4
220	Activision Blizzard	64	57.2	53.7	39.4	53.5	54.3
220	BorgWarner	65.5	52	48.4	50.7	49.8	54.3
220	CVS Health	55	36.5	55.6	65.5	48.8	54.3
220	Hartford Financial Services Group	48.4	56	54.5	59.6	44	54.3
220	MetLife	50.3	51.2	50.8	62.1	47.9	54.3
220	T-Mobile	49.6	66.1	45.3	52.5	51.5	54.3
220	Waters	59.1	56.4	47.1	49.9	53.4	54.3
220	Wyndham Destinations	40	53.2	50	62.2	55.9	54.3
228	Avon Products	64	46.3	48.6	64.7	39.5	54.2
228	Stryker	42.3	62.6	55.7	48.9	53.6	54.2
230	Cadence Design Systems	52.9	64.4	47.3	44.5	56.6	54
230	Newmont Mining	38	64.1	46.9	67.7	43.5	54
230	Square	62.5	68.1	50.1	41.6	44.6	54
230	Steel Dynamics	58.9	63.6	48.6	40.3	55.3	54
230	Textron	62.4	50.3	55	50.3	46.5	54
235	DXC Technology	63	26.3	51.5	62	58.6	53.9
235	Maxim Integrated Products	55.1	50	47.5	51.8	59.2	53.9
235	Bank of New York Mellon	54.5	45.5	48.1	66.4	46.4	53.9
238	PNC Financial Services Group	58.1	51.3	43.8	62	47.1	53.8
238	Charles Schwab	55.4	60.8	51.4	47	49.6	53.8
238	U.S. Bancorp	54.1	53	52.5	54.5	48.4	53.8
241	Take-Two Interactive Software	55.8	61.8	44.8	41.3	61.8	53.7
242	Nektar Therapeutics	53	52.8	44.2	39.8	75	53.6
242	NextEra Energy	49.1	57.8	46.4	55.8	52.7	53.6
244	Archer-Daniels-Midland	59.2	53	48.9	52.3	49.4	53.5
244	Nucor	60.7	63	48.2	42.5	50.4	53.5
246	ConocoPhillips	42.2	58.3	49.3	62.3	46.9	53.4
246	Cooper-Standard Holdings	62.8	46.1	49.8	52.7	50.8	53.4
248	American Eagle Outfitters	61	53.3	46.9	49	52.9	53.3
248	Royal Caribbean Cruises	42	55.7	45.1	63.5	52.1	53.3
250	Leidos Holdings	51.6	49.6	49.9	61.7	46	53.2
250	Masco	53.7	48	47.1	55.2	56.6	53.2
250	Schlumberger	40.3	46.6	71.2	58.7	39.5	53.2
253	Cardinal Health	57.3	53.2	49.3	56	44.4	53.1
253	Conagra Brands	52.5	52	49.7	57	48.3	53.1
253	Las Vegas Sands	38.8	54.1	49.2	55.9	60.2	53.1
256	Alcoa	55	48.8	52.8	56.8	45.8	53
256	General Dynamics	61.3	45.8	52.3	46.6	55.4	53
256	Spirit AeroSystems	57.2	48.5	46.5	50.7	58.2	53
259	Brinker International	58.5	52.7	51.6	44.5	54.2	52.9
259	Hunstman	60.5	45.3	49.8	53.9	50.7	52.9
259	Kroger	56	39.4	46	61.2	55.9	52.9
259	PerkinElmer	63.5	47	46.7	56.8	46.4	52.9
259	ServiceNow	54.1	58.9	53.4	40.1	55.3	52.9
259	Sonoco Products	53.7	55.2	47.1	57.1	46.2	52.9
259	Williams-Sonoma	52.2	37.6	51.6	59.6	56.8	52.9
266	Akamai Technologies	43.7	63.6	44.3	60	46.4	52.8
266	Dr Pepper Snapple Group	53.8	43.8	48.6	61.2	50.4	52.8
266	State Street	48.5	42	48.5	71.3	45.2	52.8
269	Allegion	58.2	48	46.5	46.9	61.3	52.7
269	Garmin	45.5	58.1	54.6	47.1	53.5	52.7
269	Insperity	31.9	63.4	43.3	41.6	79.2	52.7
272	Aetna	40.8	50.4	51.8	58.3	54.8	52.6
272	Amdocs	56.1	48.8	46.9	56.3	50.6	52.6
272	Mosaic	56.1	53.9	49.3	59.2	39.7	52.6
275	Cigna	33.2	57.6	47.1	63.7	52.7	52.4
275	Kohl's	59.7	45	45.9	60	47	52.4
277	Progressive	49.3	62.1	46.1	47.1	54.4	52.3
277	Tesla	65.6	54.4	62.6	43.2	33.8	52.3
277	Tyson Foods	62.8	50.4	46.3	46.5	54.4	52.3
280	HCA Healthcare	53.1	51.5	50.8	48.4	54.1	52.2
281	Fortinet	54.3	61	45.7	41	57.8	52.1
281	Western Union	56.6	51.6	42.1	48	60.7	52.1
283	Ameriprise Financial	54.1	56.1	44.8	50.3	52.5	52
283	MGM Resorts International	50.4	56.3	51.8	53.7	44.1	52
283	Republic Services	49.6	56.1	53.3	49.1	48.7	52
286	Microchip Technology	51	57.4	47.3	51.4	49.4	51.8
286	Trinseo	58	38.8	48.7	50.8	60.4	51.8
288	Alaska Air Group	55.9	59.7	48.3	44.9	49.1	51.7
288	Bunge	50.7	55.1	49	58.1	42	51.7
288	Emerson Electric	45.7	50.4	54.1	51.7	52.8	51.7
288	Marathon Petroleum	40.7	67.1	44.1	51.9	51.6	51.7
292	Dover	56.4	56.5	47.1	48.4	48.6	51.6
292	F5 Networks	40.2	63.1	43.7	42.2	67.4	51.6
292	IDEXX Laboratories	37.2	51.7	48.3	44.1	73.8	51.6
292	United Natural Foods	71.2	36.6	49.4	56.5	42.6	51.6
296	Eversource Energy	35.1	62.6	45.7	64.1	44.5	51.5
296	Interpublic Group of Companies	45.7	59.1	45.2	52.8	52.2	51.5
296	Henry Schein	56.2	54.3	46.1	49.6	50.2	51.5
299	NRG Energy	43.5	53.6	47.4	57.3	51.4	51.4
299	TechnipFMC	66	47.2	49.3	53.7	39.5	51.4
299	Thermo Fisher Scientific	42.9	51.2	52.2	56.3	50.2	51.4
302	AECOM	61.6	46.1	52.9	53.6	40.8	51.3
303	Corning	48.5	60.6	52	52.5	40.2	51.2
303	Robert Half International	49.4	47.1	47.1	45	66.4	51.2
305	AvalonBay Communities	36.9	67.4	43.4	59.8	44.4	51.1
305	Chubb	50.9	45.7	62.6	47.7	46	51.1
305	Duke Energy	40	55.4	52.3	57.4	46.1	51.1
305	Xerox	56.9	32.8	46.1	70.7	44.2	51.1
309	Ross Stores	48.8	40.1	46.8	47.2	70.8	51
309	Sempra	45.2	58.1	43.9	62.4	42.2	51
309	Stanley Black & Decker	55.4	45.5	50.5	54	47.9	51
312	Anthem	33.4	56.6	53.4	55.3	51.5	50.9
312	NIsource	45.3	56.8	44	61.1	44.2	50.9
312	Science Applications International	49.3	53	46.1	52.1	52.5	50.9
315	Broadridge Financial Solutions	49.1	48.2	43.6	49.6	62.7	50.8
315	Jabil	60.1	45.4	46.2	55.2	46.4	50.8
315	PG&E	35.1	60.7	43.8	66.5	43.2	50.8
315	Walgreens Boots Alliance	50	43	46.1	57.7	54.9	50.8
319	Tractor Supply	61.7	40.3	44.7	48.7	58.5	50.7
320	Brunswick	56.8	57.4	50.2	39.4	50.9	50.6
320	Entergy	42.8	56.7	46.6	60.2	43.9	50.6
320	Quest Diagnostics	50.4	51	46.6	55.6	47.9	50.6
320	Regions Financial	63.5	51	45	50.5	44.1	50.6
324	Fluor	46.7	55.5	45.1	60.5	42.6	50.5
325	American Electric Power	37.9	59.4	43.1	61.9	46.7	50.4
325	Domino's Pizza	60.5	40.4	44.1	34.7	75.5	50.4
325	Iron Mountain	51.9	39.8	55.1	58.8	43.5	50.4
328	Paychex	42.5	51.4	53.4	39.2	65	50.3
328	The Travelers Companies	45.4	61.4	47.3	51.1	45.7	50.3
328	Viacom	37.1	50.9	57.4	54	48.7	50.3
328	Zoetis	42.7	47.2	51.2	45.5	64	50.3
332	Arconic	59	43.1	50.6	58.5	38.8	50.2
332	Expedia Group	57.2	63.1	53.2	36.4	44.1	50.2
332	Fortune Brands Home & Security	49.2	66.5	45.7	43.5	47.7	50.2
335	Mohawk Industries	51.4	48	46.5	54	50.1	50.1
336	Centerpoint Energy	47.4	61	51.5	45.9	44.9	50
337	Dana	58.8	53.8	47.5	43.4	48.9	49.9
337	Tenneco	65	43.7	49.5	41.1	53.2	49.9
339	Ameren	45.2	60.8	42	55.8	45.3	49.8
339	Carnival	40.2	53.2	43.6	58.8	51.6	49.8
339	Marvell Technology Group	54.1	54.1	43.4	46.6	53.1	49.8
339	Ralph Lauren	63	46.6	47.9	45.9	48.1	49.8
343	DaVita	59.7	50.7	45	53.1	41.5	49.7
343	Goodyear Tire & Rubber	47.8	43.9	54	56.8	44.5	49.7
343	Lamb Weston	64.3	44.4	48.5	39	56	49.7
346	Burlington Stores	49.4	39.2	45.5	42.8	72.9	49.6
346	Michael Kors	54.2	43	49.1	37.4	67.5	49.6
346	Pentair	63	41	49.3	48.9	47.8	49.6
349	KeyCorp	46.8	53.7	44.4	58.6	43.9	49.5
349	United Continental	36.4	61.3	47.8	50.2	51.8	49.5
351	Harley-Davidson	55.4	42.6	53.6	50.2	46.1	49.4
351	Huntington Ingalls Industries	53.1	49.7	46.9	40.5	60.1	49.4
351	A.O. Smith	55.8	54.6	46.1	37.9	56.8	49.4
354	Ashland Global Holdings	59.1	46.1	49	53	41	49.3
354	BlackRock	41.5	58.5	46.5	51.7	49	49.3
354	KB Home	59.6	50.8	44.7	50.4	43.6	49.3
354	Marsh & McLennan Companies	43.9	51.4	44.3	52.5	55.1	49.3
354	Sirius XM	51.2	46.6	56.3	39.5	55.3	49.3
359	AmerisourceBergen	48.6	42.3	51.1	50.1	54.1	49.1
359	CDW	51.3	52.2	45.3	41	59.3	49.1
359	Phillips 66	41.4	59.6	48.5	44.1	53.8	49.1
359	Simon Property Group	39.2	42.8	56.5	52.4	53.5	49.1
359	Synopsys	47.7	58.6	46.6	46.4	48.6	49.1
359	Xcel Energy	43.9	46.4	42.8	65.7	45.6	49.1
365	Bloomin' Brands	56.7	52.6	42.4	42	56	49
365	Express Scripts	45.6	46.3	46.4	51.3	56.4	49
365	IPG Photonics	58.1	52.9	43	37.5	59	49
368	Adient	64	47.2	50.3	44	43.2	48.9
368	H&R Block	32.5	49.3	45.2	44.9	73.6	48.9
368	Consolidated Edison	38.6	55.4	43.1	55.6	52.3	48.9
368	Sprint Nextel	40.5	46.5	49.4	61.7	45.1	48.9
372	Invesco	47.7	58.6	44.1	52.3	43.5	48.8
372	Jacobs Engineering Group	51.9	51.7	48.4	50.6	43.8	48.8
372	Pinnacle Foods	61.4	43.6	48.2	47.6	46.9	48.8
375	Aon	47.6	47.9	45.6	51.6	52.5	48.7
375	RR Donnelley	48.5	37.6	63.8	52.7	40.6	48.7
375	PayPal	43.2	59.8	44.6	46.9	51.8	48.7
375	Kraft Heinz	62.9	39.3	51.4	45.2	48.7	48.7
375	Verisk Analytics	49.2	49.8	52.9	41.9	52.9	48.7
380	Alliant Energy	45.2	59.9	44.1	51.6	44.8	48.6
380	Comerica	49.5	44.2	44.5	60.6	45	48.6
380	TD Ameritrade	46.8	56.8	50.3	42.3	50.4	48.6
383	Alliance Data Systems	41.9	56.9	46.9	51.7	46.8	48.5
383	CMS Energy	41.3	44.8	47.6	62.5	45.7	48.5
383	O’Reilly Automotive	56.9	39.9	42.6	37.9	70.8	48.5
383	Ulta Beauty	48	43.4	47.3	41.4	66	48.5
387	PTC	62.2	50.8	44.8	43.1	46.8	48.4
387	Wellcare Health Plans	47	53.1	43.8	48.1	53.2	48.4
389	AutoZone	55.4	35.8	46.3	43.8	64.6	48.3
389	Bemis	55.7	50.3	45.4	50.9	43	48.3
389	Macy's	47.1	40.2	46	60.2	48.7	48.3
389	Public Service Enterprise Group	41.1	53.7	44.2	57.2	46.6	48.3
393	Dean Foods	74.9	35.4	43.4	54	38.6	48.2
393	PolyOne	56.3	48.9	47.9	44.7	47.8	48.2
395	Jazz Pharmaceuticals	43.9	62.8	45.3	41.8	51.4	48.1
395	Timken	56.9	41.6	47.6	50.8	47.3	48.1
397	Halliburton	45.7	42.1	57.6	51.8	44.4	48
397	Lincoln National	41.4	57.7	46.1	53.3	44	48
397	Newell Brands	56.8	40	50.9	51.5	44.2	48
397	Splunk	59.8	61.3	44.2	44.6	36.2	48
397	Terex	54.1	54.1	46.1	46.4	44.3	48
402	ANSYS	46.7	59.8	43	43.1	52.2	47.9
402	EOG Resources	49.4	57.4	44.9	44.9	48	47.9
402	Flowserve	54.5	48.4	45.4	54.3	40.7	47.9
402	Franklin Resources	39.7	56.8	46.1	51.2	48.4	47.9
406	IHS Markit	56.6	43.2	53.2	45.1	45.4	47.8
406	Monster Beverage	47.4	54.5	55.6	27.5	60.6	47.8
406	Chemours	48.3	45.7	52.1	34.6	63.7	47.8
406	Zillow Group	53.1	70.6	43.1	38.8	40.9	47.8
410	AFLAC	42.5	50.8	45	54	48.9	47.7
410	Cerner	40.5	50.9	53.5	46.1	50.4	47.7
410	Fifth Third Bank	49.9	50.4	45	52.3	44.7	47.7
410	Host Hotels & Resorts	37.5	43.7	45.4	66.4	45.2	47.7
414	American Axle & Manufacturing	60	45.2	47.6	45.2	45.8	47.6
414	Legg Mason	43.5	52.9	44.5	59.1	40.3	47.6
414	Palo Alto Networks	47.5	59.9	44.9	38	54.3	47.6
414	PulteGroup	54.6	54.5	44.8	40.1	50.9	47.6
414	Union Pacific	40.8	34.8	47.5	57.3	58.7	47.6
419	Pinnacle West Capital	44.1	48.2	44.1	59.4	44.1	47.5
419	Under Armour	56.7	54.1	51.5	43	38.1	47.5
421	AGCO	59.3	43.8	46.4	50.1	42.9	47.4
421	BioMarin Pharmaceutical	58.4	55.7	45	48.8	35	47.4
421	MSCI	35.5	46.2	44.3	48.7	65.4	47.4
421	Westlake Chemical	47.8	63	47	35.2	51.1	47.4
425	Chipotle Mexican Grill	55.4	47.2	47.3	43.2	49.3	47.2
425	Genworth Financial	41.3	57.7	46	55.2	39.2	47.2
425	Vulcan Materials	50.3	54.6	45.3	46.6	45.1	47.2
428	Edison International	42.9	47.4	51.7	52.5	44.2	47.1
428	Jack Henry & Associates	47.3	51.4	46.7	38.6	58.3	47.1
428	Olin	58.1	52.2	49.3	41.7	41.4	47.1
428	Sealed Air	53.9	41	49.9	49.2	46.6	47.1
428	Vail Resorts	54.9	44.7	44.6	44.2	53.9	47.1
433	American International Group	37	46.5	62.9	52.1	38.2	47
433	Hess	49.8	49.9	44.7	64.4	29.1	47
433	Ingredion	46.8	45.6	46.8	50.4	50.1	47
433	Wynn Resorts	50.2	60.7	45.4	40.9	45.3	47
437	Discovery	55.5	49.6	56.4	41	38.7	46.9
437	Gartner	53.5	61.6	44.6	39.1	43.9	46.9
437	NCR	61.8	43.6	47.5	46	42.9	46.9
440	Andeavor	35.5	56.1	45.1	52.4	48.7	46.8
440	Hologic	58.1	54.9	44.7	43.5	40.9	46.8
440	Mattel	47.5	51.7	52.3	56.1	30.4	46.8
440	PACCAR	56.3	40.5	52.3	42	49.6	46.8
440	Tech Data	49	48	46.5	49.8	46	46.8
445	Coca-Cola Bottling	58.3	39.9	55.7	43.9	42	46.7
445	Parker-Hannifin	50	43	44.1	51	50.9	46.7
447	Allergan	39.9	45.3	51.4	59.3	39.5	46.6
447	Harris	42.1	44.1	51.8	48.4	50.9	46.6
447	Kapstone Paper and Packaging	58.1	39.8	47.9	50.5	43	46.6
447	Norfolk Southern	43.4	39.3	46	56.8	51.1	46.6
447	Supervalu	55.6	41.7	49.6	52	39.6	46.6
447	Unum Group	47.2	52.3	44.1	50.9	44.2	46.6
453	CSX	41.4	35.1	45.8	59.8	53.4	46.5
453	Raymond James Financial	48.1	58.2	43.7	42.4	47.7	46.5
455	CBS	43	50.7	45.1	43.3	56.5	46.4
455	E*TRADE Financial	48.2	54.5	45.4	41.6	50	46.4
455	Office Depot	50.8	38.1	46.8	61	39.4	46.4
455	Toll Brothers	52.1	54.6	45.6	42.4	45.2	46.4
459	KBR	44.5	42.9	45.2	56.9	46.6	46.3
459	Polaris Industries	50	46.9	50.2	38	54.2	46.3
459	Total System Services	44.9	49.5	42.8	49	51.8	46.3
459	USG	44.7	51.3	47.3	48.6	45.6	46.3
463	McKesson	45.3	42.3	45.6	55.2	47.6	46.2
463	Packaging Corp. of America	53	45.2	45.3	43.3	52.1	46.2
463	Perrigo	45.4	52.1	45.6	51.7	42.2	46.2
466	Abercrombie & Fitch	44.3	45.5	55	50.5	40.1	46.1
466	United Rentals	27.8	60.9	46.8	49.5	50.2	46.1
468	Navistar International	50	47.1	45.1	50.4	44.3	46
468	First American Financial	46.3	53.9	47	42.7	47.9	46
468	Hanover Insurance Group	45.8	54.7	43.8	48	44.9	46
471	American Financial Group	59	49.6	43.5	40.5	46.9	45.9
471	Genuine Parts	43.9	37.9	67.6	36.4	49.9	45.9
471	ONEOK	37.2	53.3	43.1	54.6	46.7	45.9
471	Sabre	53.3	38.5	48.5	46.1	50.4	45.9
475	BB&T	52.7	51.2	44.7	44.4	44.7	45.8
475	First Republic Bank	45	61.1	42.7	43.3	45.6	45.8
475	IDEX	51.3	42.6	44.6	46	52.3	45.8
478	Old Dominion Freight Line	33.9	63.5	43.6	37.8	58.1	45.7
478	Reliance Steel & Aluminum	56.5	46	46.6	41.9	46.7	45.7
478	Tenet Healthcare	55.5	44.4	46.5	53.6	35.7	45.7
481	Apache	35.1	54	47.3	55	41.7	45.6
481	IQVIA Holdings	45.6	46	48.2	49.9	45	45.6
481	Landstar System	35.8	44.2	45.8	47.1	61.2	45.6
484	Big Lots	50.2	35.5	44.8	50.8	53.4	45.5
484	MSC Industrial Direct	50.7	45.7	45.3	42.3	52.4	45.5
484	Ryder System	55.1	40.1	46.5	51.7	41.7	45.5
484	Michaels	47.2	39.1	45.6	39.2	65.2	45.5
484	Trinity Industries	58.2	32.9	46.2	39.8	60.2	45.5
489	Domtar	56.4	41	46.6	53.7	36.9	45.4
489	Hubbell	53.3	42.2	51.7	41.1	47.7	45.4
489	NVR	40.7	53.5	43.2	32.3	67.5	45.4
489	Omnicom Group	36.5	44.8	48.6	48.3	55.1	45.4
489	Citizens Financial Group	46.3	53.1	46	41.1	49.6	45.4
494	Cintas	34.3	50.4	48.4	44.8	55.6	45.3
494	CME Group	40.8	57.7	42.9	45.5	48	45.3
494	Copart	50.4	40.1	48.1	35.2	62.9	45.3
494	Fiserv	47.8	41.1	47.5	41.4	57.3	45.3
494	L3 Technologies	54.9	47.4	46.7	40.9	46.7	45.3
494	Laboratory Corp. of America	56	39.4	51	42.9	46.5	45.3
494	LPL Financial Holdings	51.4	48.2	46.3	41.5	48.5	45.3
494	Snap-On	50.2	44	48.1	40.8	52.5	45.3
502	Avis Budget Group	53.5	42.4	45.3	47.5	46	45.2
502	PPL	44.8	46.7	42	54.3	45.3	45.2
502	Tailored Brands	50.7	47.6	45.1	48	43.1	45.2
505	Chesapeake Energy	42.8	53.1	43.5	50.5	43.5	45.1
505	Liberty Global	47.1	48.1	44.1	60.5	32.3	45.1
505	Rollins	42.3	42.9	44.8	37.5	67.2	45.1
505	Teleflex	45.9	50.9	46.5	44	47.3	45.1
505	Twitter	30.2	68.9	46.3	43.9	43.9	45.1
510	Carters	52.8	45.3	45	37.2	55.6	45
510	Huntington Bancshares	48.6	50.2	44.8	46.6	44	45
510	Zebra Technologies	46.1	50.9	43.5	41.9	52.4	45
513	Amphenol	42.2	42	51.4	42.5	54.8	44.9
513	Asbury Automotive Group	46.7	53.3	46.4	38	50.4	44.9
513	Regal Beloit	57.3	33.3	50.7	48.3	43.5	44.9
516	Arthur J. Gallagher & Co.	43.2	41.9	52.7	47.2	46.5	44.8
516	Herbalife Nutrition	37.2	51.2	50.8	35.2	59	44.8
516	Nasdaq	36.5	56.4	46.3	45.3	47.9	44.8
516	J.C. Penney	56.3	38.5	48	55.4	34	44.8
520	KAR Auction Services	49.4	49.6	47.9	38.3	49	44.7
520	Magellan Health	46.2	48.7	45.4	47.3	45	44.7
520	XL Group	49.8	54.3	43.9	47.3	38	44.7
523	Fortive	52.2	45.7	46.5	37.5	52.3	44.6
523	Post Holdings	63.6	40.6	50	38.1	42.6	44.6
523	Realogy Holdings	44.8	45.9	49.7	48.5	42.6	44.6
523	Synchrony Financial	40.7	59.7	45.8	41	45.8	44.6
523	Wayfair	55.1	51.2	49	42.8	35.5	44.6
528	Arrow Electronics	59.7	30.6	44.3	50.6	47.3	44.5
528	Crown Holdings	49.3	44.8	44.8	44.2	49.7	44.5
528	Pioneer Natural Resources	37.3	66.2	43.5	43.5	41.8	44.5
528	Skechers USA	47.8	41.4	53.8	34.6	55.8	44.5
532	Aramark	55.5	38.5	45.8	46	46.8	44.4
532	Cooper Companies	48	54.1	44.5	39.8	47.1	44.4
532	Foot Locker	47.3	44.3	46.2	42.5	52	44.4
535	Boise Cascade	43.5	50.7	45.7	44.4	47.1	44.3
535	SunTrust Banks	48.7	49.6	44.5	44.1	45.3	44.3
537	FLIR Systems	48.8	48.3	46.6	39.5	49.1	44.2
537	Owens-Illinois	53.4	44.5	45.7	45.6	42.7	44.2
539	Avnet	54.1	36	46.3	52.5	41	44.1
539	CACI International	53.7	45.7	45.5	42.1	45.2	44.1
539	Graphic Packaging	52.2	43.6	47.2	44.6	44	44.1
539	Westrock	48.3	42.5	55.5	41.1	43.3	44.1
539	Zions Bancorporation	48.5	55.3	44.2	40.1	44.2	44.1
544	Axalta Coating Systems	55.4	34.5	46.4	49.9	44	44
544	McDermott International	55.4	47.5	44.8	42.1	42.3	44
544	Sensata Technologies	55.3	40.4	47	42.4	46.5	44
547	C.H. Robinson Worldwide	44.7	44.6	44.2	38.4	59	43.9
547	Devon Energy	31.6	57	46.5	55.4	36.6	43.9
549	Alexion Pharmaceuticals	46.7	48.3	48.9	42.2	43.6	43.7
549	Kelly Services	42.2	53.5	43.6	45.6	44.5	43.7
551	Acuity Brands	54.3	37.8	49.5	37.3	51.8	43.6
551	AK Steel	53	40.2	48.1	47.9	39.7	43.6
551	Expeditors International of Washington	36.3	40.2	43.3	47	60.9	43.6
551	Qorvo	57.4	44.6	45.4	39.7	44.3	43.6
555	Bed Bath & Beyond	58.5	31.4	49.1	45.5	44.9	43.5
555	MDU Resources Group	39.2	57.5	42.6	45.6	43.7	43.5
555	Worthington Industries	53.6	39.1	46.2	43.5	47.1	43.5
558	Aaron's	54.2	35.5	46.2	46.1	46.8	43.4
558	Anixter International	55.8	39.4	46.2	46	41.8	43.4
558	Carlisle Companies	57.8	41.6	46.2	38.9	46.3	43.4
558	Insight Enterprises	40.7	55.8	45.3	38.8	48.9	43.4
558	Urban Outfitters	53.3	37.9	46.1	40.3	52.2	43.4
563	PBF Energy	35.7	59	43	39.9	50.6	43.3
563	Roper Technologies	58.9	33.6	50	39.9	47.2	43.3
563	Spectrum Brands Holdings	53.3	48.1	48.6	35.7	44.7	43.3
566	Andersons	50.4	54.9	46.2	38.5	39.9	43.2
566	Fastenal	44	37.5	45.9	40.6	59.8	43.2
566	Incyte	50.4	52.8	50.4	38.7	36.8	43.2
566	Newfield Exploration	32.7	51.6	43.4	49.2	49.3	43.2
570	American Tower	40	45.9	47.5	45.8	47.3	43.1
570	Cincinnati Financial	43.3	57.3	43.7	41.2	43	43.1
570	Flowers Foods	56.5	32.7	46.3	47.8	44.3	43.1
570	D.R. Horton	43.9	51.1	44.9	35.3	53.8	43.1
574	CarMax	39.3	53.1	46.3	43.8	44.4	43
574	RPM International	55.4	40.8	46.3	38.4	48.2	43
576	Casey's General Stores	52.7	42	47.9	40.7	44.6	42.9
576	Helmerich & Payne	30.4	56.7	64.5	36.6	36.7	42.9
578	Assurant	40.5	46.7	49	46.1	43.1	42.8
578	Greif	49.5	42.7	44.6	45.9	43.9	42.8
578	Martin Marietta Materials	41.7	52.8	44.3	42	45.8	42.8
578	TripAdvisor	44.2	58.4	49.6	34.2	41.7	42.8
582	Anadarko Petroleum	36.4	60.1	45.3	46.8	36.7	42.7
582	Patterson Companies	52.6	39.1	44.7	47.8	42	42.7
582	Willis Towers Watson	40.6	49.9	45.2	46.7	43	42.7
585	EMCOR Group	44.4	43.8	45.8	43.8	47.8	42.6
585	FirstEnergy	39.4	54.8	48.3	44.5	38.2	42.6
585	Marathon Oil	35.9	49.5	44.5	57.1	35.6	42.6
588	Fidelity National Information	48.9	45.9	43.6	41.6	46.4	42.5
588	Norwegian Cruise Line Holdings	51.2	40.2	48.3	39.9	46.7	42.5
588	SpartanNash	52.4	43.4	45.4	46.3	38.4	42.5
591	AutoNation	51.4	36.9	47.1	44.2	45.6	42.4
591	Fidelity National Financial	51.7	45.6	44.1	37.2	48.6	42.4
593	AMETEK	49	43.1	46.1	39.5	48.4	42.3
593	LSC Communications	41.5	55.4	46.8	42.9	38.3	42.3
595	Dentsply Sirona	42.1	45.2	52.8	47.9	34.9	42.2
595	J.B. Hunt Transport Services	35.9	48.2	43.5	39	58	42.2
595	Leggett & Platt	41.3	38.3	49.8	42.6	51.3	42.2
595	Reinsurance Group of America	37.1	57.7	42.9	42.1	44.8	42.2
595	Select Medical Holdings	50.9	43.2	44.9	42.6	43.6	42.2
595	Univar	53.6	36.5	46.9	44.3	43.7	42.2
601	Sanderson Farms	54.7	34.3	46.8	42	47.2	42.1
601	Telephone and Data Systems	51.8	53.5	42.9	39.7	38.3	42.1
601	Veeva Systems	47	39.2	45.2	40.1	53.4	42.1
604	M&T Bank	45.1	50.9	43.6	41	44.2	42
604	Twenty-First Century Fox	46.5	35.1	45.4	44	52.6	42
604	US Foods	50.3	45.8	45.1	39.3	44.6	42
604	Voya Financial	40.1	43.4	43.4	55.4	39.3	42
608	Sally Beauty Systems	57.5	30.4	42.8	43	51.2	41.9
608	Zimmer Biomet Holdings	39.7	41.7	45.5	51.1	43.5	41.9
610	Darling Ingredients	60.3	35.7	46.5	42.4	39.8	41.8
610	Loews	54.5	51.3	44.5	34.1	41.8	41.8
610	Noble Energy	43.1	40.7	42.8	55.9	38.6	41.8
613	Brookdale Senior Living	53.8	34.8	48.1	55.1	29.7	41.7
613	IAC	44.7	45	46.2	36.7	51.3	41.7
613	Lennar	45.2	47.8	45.3	38.1	47.5	41.7
613	Trinity Industries	50.9	46.6	44.9	40.4	41.3	41.7
617	GameStop	49.1	34.3	47.4	49	41.7	41.6
617	Sprouts Farmers Markets	49.3	30.7	46.4	46.5	49	41.6
617	TransUnion	36.2	55.9	44.1	38.6	48	41.6
617	United States Steel	52.1	35	48.1	41.8	46.1	41.6
621	Centene	42	45.9	45.6	37.9	51.5	41.5
621	TreeHouse Foods	64.6	31.1	49	44	34.7	41.5
623	Cheniere Energy	48.6	52.6	42.4	38.2	42	41.4
623	Citizens Financial Group	54.2	44.9	45.1	37.2	42.8	41.4
625	Group 1 Automotive	52.7	41.2	46.2	38.9	43.8	41.3
625	Mylan	43.6	45.2	45.8	43.1	43.9	41.3
627	Cimarex Energy	33.7	61.3	42.9	34.3	50.2	41.2
627	Sanmina	61.8	27.5	45.7	42.8	44.8	41.2
627	SCANA	43.7	51.3	44.5	42.2	39.9	41.2
627	Southwestern Energy	34.8	48.1	43.1	48.2	45.5	41.2
627	Weatherford International	49.8	37.8	49.7	53.7	28.3	41.2
632	Ally Financial	42.4	51.1	45.7	41.2	40.7	41.1
632	HollyFrontier	34.3	47.6	42.8	44.8	50.3	41.1
632	Intercontinental Exchange	41.1	43.2	44.7	44.3	47	41.1
635	Allegheny Technologies	52.8	45.5	47.9	37.9	38.1	41
635	Dick's Sporting Goods	48.9	37.7	45.2	40.7	48.7	41
635	People’s United Financial	52.6	44	42.2	41	42.2	41
635	Synnex	44.5	41.6	45.8	39.2	49.9	41
635	Wabtec	56.4	36.6	44.1	39.8	45.1	41
640	Diebold Nixdorf	65.6	37	42.4	44.3	33.1	40.9
640	News Corp.	36.6	53.2	48.7	46.8	33.6	40.9
642	Concho Resources	31.9	63.2	43.2	38	43.8	40.8
642	Lithia Motors	49	41.6	45.8	36.6	48.4	40.8
642	Penn National Gaming	38.9	46.8	46.1	39.7	48.4	40.8
645	Alexandria Real Estate Equities	36	52.3	44.2	43.8	42.4	40.7
646	LifePoint Health	45.1	38	42.9	52	39.6	40.6
647	Advance Auto Parts	49.3	34.5	46.3	42.6	46.4	40.5
647	SkyWest	41.6	49.4	42.7	38.5	47.3	40.5
647	WEC Energy Group	42.2	28.2	41.8	57.4	46	40.5
650	ABM Industries	40.4	33	45.4	53	43.7	40.3
650	Meritage Homes	34.3	55.7	45.3	38.6	44.1	40.3
650	Vornado Realty Trust	34.2	51.6	42.1	48.6	40.1	40.3
653	Markel	45.9	53.4	43.1	37	40.2	40.2
653	ScanSource	42.9	48.9	46	38.1	42.7	40.2
653	UGI	40.3	50.4	42	38.8	47.2	40.2
653	Vistra Energy	56.5	41.7	44.3	38.3	39.1	40.2
657	Barnes & Noble	50.4	42.5	48.7	45.8	30.1	40.1
657	Universal Forest Products	45.9	46.1	43.1	37.5	46.4	40.1
659	CoStar Group	49.3	32.1	49.8	39.3	46.8	40
660	CenturyLink	27.1	41.3	49.3	52.8	42	39.9
660	Dollar General	42.2	33.5	46	41.2	53.3	39.9
660	Dollar Tree Stores	56.5	28.5	45.6	39	48.7	39.9
660	First Data	44.4	35	46.8	42.6	47.8	39.9
664	Dillard's	51.3	34.6	45.2	41.6	44.4	39.8
665	Berry Global Group	46.2	33.3	48.5	40.8	47.2	39.7
665	Molina Healthcare	49.1	41.2	45.4	41.7	39.3	39.7
665	Universal Health Services	43.3	40.6	46.4	39.1	47.1	39.7
668	CommScope	31.1	44.1	46.6	46.9	44.8	39.6
668	Crown Castle International	31.8	57.7	46.1	37.4	42.6	39.6
670	Mednax	44.6	42.5	44.4	40.2	44	39.5
671	Everest Re Group	50.1	42.7	45.7	37.1	41	39.4
672	National Oilwell Varco	44.3	40.2	47.7	45.4	35.9	39.2
672	Signet Jewelers	50.9	30.5	45.7	46.6	40.4	39.2
674	Coty	56.9	34.1	48	35.7	41.5	39.1
674	Granite Construction	42.8	42.6	44.7	41.9	42.3	39.1
674	HD Supply Holdings	42.2	40.4	44.9	38.4	48.6	39.1
677	LKQ	49.9	36.5	46.9	36.8	44.7	38.9
677	Service Corporation International	44.1	38.8	45.2	38.3	47.8	38.9
679	Clean Harbors	52.3	28.9	50.1	42.4	39.3	38.8
679	EQT	31	43.6	42.5	56.4	36.1	38.8
681	Commercial Metals	37.8	43.5	43.7	44.9	41.6	38.6
681	FleetCor Technologies	40.1	36.8	47.8	37.4	50.4	38.6
681	Global Payments	38.5	43.2	43.7	37.1	50.2	38.6
684	CF Industries Holdings	43.6	41.6	45.1	41.8	39.9	38.5
684	Equifax	32.2	43.4	51	34.7	50.2	38.5
684	Quanta Services	45.7	37.1	44.3	41.6	43.5	38.5
687	XPO Logistics	32.7	45.5	49.4	35.6	48.1	38.4
688	Scientific Games	41.4	36	59.5	34.3	39.6	38.3
689	Affiliated Managers Group	33	50.8	43.1	35.9	48.6	38.2
689	W.R. Berkley	38.8	48.4	41.8	38.7	43.8	38.2
691	Federal Realty Investment Trust	27.3	54.9	40.7	43.1	43.8	38.1
692	CNO Financial Group	43.1	42.4	42	41.7	41.3	37.9
692	Jefferies Financial Group	51.4	38.2	42.3	39	40.6	37.9
692	Old Republic International	43.3	44	43.5	36.3	44.1	37.9
695	Charter Communications	23.3	45.6	50	38.7	50	37.8
696	Public Storage	34.6	39.4	43	38.3	53.6	37.7
697	Essex Property Trust	33.8	52.4	42.3	38.1	42.6	37.6
697	Hub Group	31	48.9	46	38	44.7	37.6
699	Live Nation	32	52.3	48.2	36.7	39	37.5
700	Arch Capital Group	39.2	47.5	42.1	37.5	42.4	37.3
700	Atmos Energy	43	40.3	41.7	37.8	46.1	37.3
700	Beacon Roofing Supply	46.2	42	44.3	36.7	40.2	37.3
700	MasTec	45.7	35.7	44	38.5	44.7	37.3
700	Qurate Retail Group	57.2	23.1	46.4	36.4	46.7	37.3
700	Silgan Holdings	48.8	38	45.7	31.6	46	37.3
706	Cabot Oil & Gas	43.4	39.9	42	42.9	39.6	37.2
707	Cboe Global Markets	34.8	42.5	43.6	38	48.4	37.1
707	SBA Communications	35.1	51.1	46	35	40.5	37.1
709	Continental Resources	29.2	50.8	43.1	39	43.9	36.9
709	Stericycle	37.5	39.6	49.6	37.3	42.1	36.9
711	Kansas City Southern	36.8	26.2	45.9	49.5	45.3	36.8
711	Liberty Expedia Holdings	33.7	60.2	48.1	33.5	31.6	36.8
713	Murphy USA	42.4	31.9	44.8	37.8	49.3	36.7
713	Torchmark	40.7	31.6	41.6	40.2	52	36.7
715	Mercury General	43.7	37.4	43.2	40.4	41.1	36.6
716	Alleghany	36.6	50.3	41.9	37.3	39.9	36.5
716	Kinder Morgan	35.2	46.7	43.9	41.6	37.4	36.5
716	Owens & Minor	53.1	28.1	44.6	44.3	35.5	36.5
719	Sonic Automotive	36.5	45.8	47.3	34.2	41.8	36.4
720	Community Health Systems	42.3	32.8	47.3	50	29.7	36.1
720	Diplomat Pharmacy	54.5	25.8	45	39.3	40.5	36.1
722	Core-Mark	45	34.9	46.2	35.7	42.7	36
722	Kindred Healthcare	46.5	37.9	45.5	41.6	32.6	36
724	Essendant	45	40.9	47.2	37.9	33.1	35.9
724	Rite Aid	46.4	34	42.1	43.6	37.3	35.9
724	Triumph Group	56.5	28.6	45.5	39.8	34.4	35.9
727	Ascena Retail Group	46.4	44.4	44.8	35.5	33.5	35.8
727	Brink's	38	29.3	43.2	44.1	47.1	35.8
727	The Williams Companies	30.9	48.3	43.1	39.7	40.3	35.8
730	Antero Resources	27.7	56	42.4	36.5	40.1	35.7
730	Veritiv	45	34.2	44.6	40.2	38.8	35.7
732	DISH Network	40.9	32.1	48.7	34.8	45.8	35.5
732	SS&C Technologies Holdings	48.1	29.2	47	34.3	44.4	35.5
734	Mallinckrodt	41.2	34.9	44.7	35.9	44.1	35
734	Watsco	41.5	25	45.9	35.5	52.7	35
736	Amtrust Financial Services	39.1	41.4	45.3	36.2	38.4	34.9
737	Knight-Swift Transportation Holdings	31.3	42	44.7	36.4	44.2	34.6
738	Diamondback Energy	43.9	30.7	40.5	33.8	50.6	34.4
739	Endo International	36.9	45.1	44.4	37.1	34.7	34.3
740	Conduent	46.3	27.1	45.1	39.5	39.5	34.1
740	MRC Global	36.7	40.7	43.8	38.3	37.7	34.1
742	Envision Healthcare	43.9	36.2	45.6	36.8	33.8	33.6
743	BGC Partners	27.1	30.1	43.3	35.1	57.4	33.1
744	World Fuel Services	36.9	30.7	43.2	39.4	39.6	32
745	Green Plains	39.2	30.9	43.3	38.5	37.5	31.8
745	Lions Gate Entertainment	47.8	20.2	45.8	36.8	39.4	31.8
747	Colfax	52.6	15.3	44.6	37.1	38.4	31.1
748	TransDigm	41.8	12.5	43.6	37.8	49.8	30.8
749	Annaly Capital Management	30.6	26.5	42.9	37	47	30.4
750	Targa Resources	33.6	35.9	43.4	33.6	36.1	29.7
751	Axis Capital Holdings	37.6	26.9	42.3	37.2	36.4	29.1
752	Frontier Communications	14.9	34.7	44.8	42.2	30.7	26.2

The Drucker Institute of Claremont Graduate University developed this holistic company ranking based on the principles of our founder, Peter F. Drucker, using data from a wide range of providers. We encourage the re-publication of this ranking, with credit to Drucker Institute, Claremont Graduate University. We also encourage new readers to begin with the methodology, which includes a section on how to read our scores.

The name “Peter F. Drucker” is a registered trademark of The Drucker 1996 Literary Works Trust. The Drucker 1996 Literary Works Trust is not a sponsor of and has not approved, authorized, reviewed or been involved in any aspect of the Drucker Institute’s company rankings.