2023 EDGE Score Rankings

EDGE model results: all stats in percentiles except Analytical Score (min 100 pass rush, run stop snaps). The Analytical Score uses my custom formula, weighting the most important stats more heavily. It is meant to serve as an overall season grade.

Rank	Name	Analytical Score	Pass Snaps per Game	Sacks per Snap	Pass Rush Win Rate	Run Snaps per Game	Hurries per Snap	Forced Fumbles per Snap	Hits per Snap	Avg Depth of Tackle	Tackles per Snap	Pressures per Snap	Stop %
1	Khalil Mack	91.3	93.8	94.6	92.4	92.9	94.6	99.1	58	82.6	81.3	90.2	93.8
2	Myles Garrett	87.1	90.6	83.9	100	80.4	96.4	94.6	76.8	93.8	38.4	95.5	73.7
3	T.J. Watt	85.6	94.6	96.4	85.7	85.7	63.4	92.9	92	70.1	55.4	87.5	75
4	Josh Hines-Allen	84.4	86.6	97.3	94.6	73.2	89.3	67.9	88.4	73.7	48.2	97.3	64.7
5	Nick Bosa	84.3	97.3	67	97.3	72.3	92	60.7	98.2	92	73.2	98.2	88.8
6	Micah Parsons	82.6	83.9	86.6	99.1	92	99.1	43.3	92.9	70.1	50.9	99.1	29.5
7	Bradley Chubb	80.7	84.8	81.3	83.9	87.5	68.8	100	77.7	49.6	70.5	81.3	71.9
8	Danielle Hunter	80.6	99.1	84.8	79.5	96.4	67	88.4	24.1	36.2	82.1	69.6	71.9
9	Maxx Crosby	80.4	100	66.1	78.6	100	77.7	58	64.3	49.6	90.2	79.5	91.1
10	Trey Hendrickson	79.3	75	99.1	95.5	58	87.5	90.2	61.6	93.8	21.4	92	29.5
11	Aidan Hutchinson	78.8	98.2	51.8	96.4	86.6	93.8	74.1	95.5	60.7	32.1	92.9	34.8
12	Montez Sweat	71.9	88.4	87.5	63.8	56.3	51.8	87.5	52.7	49.6	74.1	63.4	61.2
13	Alex Highsmith	69.7	83	34.8	90.2	90.2	81.3	65.2	63.4	60.7	44.6	73.2	61.2
14	Jadeveon Clowney	68.7	79.5	55.4	84.8	19.6	88.4	75.9	45.5	66.1	91.1	80.4	92.4
15	Jaelan Phillips	67.6	67.9	93.3	67	68.8	55.4	20.5	51.8	20.5	100	68.8	100
16	Will Anderson Jr.	67	72.3	42	83	61.6	83	20.5	86.6	66.1	96.4	83	94.6
17	Samson Ebukam	66.8	71.4	62.5	74.1	59.4	42.9	92	44.6	79.5	83.9	45.5	85.7
18	Rashan Gary	66.1	54.5	65.2	80.8	39.3	79.5	80.4	81.3	88.8	42.9	83.9	61.2
19	Jonathan Greenard	65.5	66.1	89.3	59.4	59.4	36.6	50	69.6	60.7	79.5	59.8	83
20	Nik Bonitto	65.5	38.4	90.2	65.2	50.9	71	58.9	97.3	70.1	56.7	94.6	70.5
21	Joey Bosa	65.2	53.6	93.3	82.1	35.7	43.8	83	34.8	32.6	92	54.5	96.4
22	Andrew Van Ginkel	65	40.2	74.1	92.4	65.2	85.7	20.5	96.4	15.2	89.3	91.1	57.6
23	Baron Browning	64.2	62.5	58	60.7	74.1	86.6	93.8	57.1	26.3	41.1	78.6	37.5
24	George Karlaftis	64	87.5	71.9	54.5	71	83.9	42	30.4	23.2	35.7	75	14.3
25	Boye Mafe	63.7	75.9	57.1	67	95.1	74.1	47.3	42.9	0	54.5	71.4	37.5
26	Tuli Tuipulotu	63.7	68.8	42.9	54.5	91.1	60.7	71.4	42	76.8	83	52.7	80.8
27	Jermaine Johnson	63.6	69.6	56.3	59.4	78.6	67.9	75	41.1	29	68.8	66.1	64.7
28	Malcolm Koonce	63.6	44.6	67.9	71.9	11.6	82.1	98.2	79.5	40.2	98.2	84.8	97.3
29	Haason Reddick	63.5	95.5	61.6	70.1	66.1	47.3	43.3	62.5	82.6	6.3	55.4	6.7
30	Carl Granderson	63.4	90.6	40.2	49.6	88.4	50.9	44.6	60.7	52.7	80.4	50	83
31	Josh Sweat	63.1	96.4	26.8	71.9	62.5	56.3	69.6	75.9	60.7	47.3	58	48.7
32	Greg Rousseau	62.8	55.4	37.5	80.8	44.6	80.4	51.8	90.2	86.2	87.5	82.1	80.8
33	Chase Young	60.6	85.7	49.1	75.4	69.6	72.3	20.5	38.8	73.7	8	67.9	19.2
34	Dennis Gardeck	60.5	23.2	71.9	89.3	17.9	97.3	62.5	87.5	5.8	93.8	96.4	88.8
35	Bryce Huff	60.3	43.8	85.7	98.2	7.1	100	20.5	93.8	26.3	25.9	100	25.9
36	Denico Autry	60.1	82.1	70.5	46.4	64.3	49.1	48.2	21.4	91.1	24.1	44.6	46
37	Kyle Van Noy	60	57.1	69.6	76.8	13.8	92.9	86.6	16.1	9.4	56.7	77.7	69.6
38	Brian Burns	59.7	58.9	68.8	67	98.2	25	46.4	74.1	79.5	18.8	41.1	25.9
39	Jonathon Cooper	59.6	63.4	59.8	56.7	89.3	75	45.5	33.9	11.2	51.8	70.5	34.8
40	Za'Darius Smith	58.7	58	33.9	91.1	31.3	84.8	56.3	94.6	96.4	8.9	85.7	32.6
41	Odafe Oweh	58.7	56.3	29.5	88.4	5.4	95.5	91.1	72.3	45.1	61.6	86.6	76.3
42	Harold Landry III	58.5	64.3	77.7	38.8	84.8	30.4	20.5	66.1	73.7	58.9	46.4	57.6
43	Travon Walker	57.1	78.6	64.3	33.5	79.5	59.8	20.5	46.4	55.8	29.5	62.5	29.5
44	Tyquan Lewis	56.6	25	50	87.5	28.6	98.2	20.5	83	97.8	64.7	93.8	64.7
45	Charles Omenihu	56.5	51.8	75.9	47.3	45.5	53.6	97.3	40.2	32.6	64.7	57.1	16.5
46	Shaquil Barrett	56	50.9	22.3	77.7	52.7	91.1	89.3	53.6	52.7	46.4	75.9	24.1
47	Calais Campbell	55.8	60.7	38.4	54.5	76.8	31.3	49.1	67.9	76.8	76.8	38.4	88.8
48	Preston Smith	55.7	67	63.4	42	67.9	23.2	72.3	78.6	32.6	43.8	42	52.7
49	DeMarcus Lawrence	55.3	49.1	18.8	73.2	51.8	76.8	52.7	27.7	88.8	99.1	58.9	99.1
50	Victor Dimukeje	54.6	5.4	92	62.1	42	90.2	73.2	55.4	55.8	20.5	88.4	21.4
51	Kayvon Thibodeaux	54.3	89.3	75	12.1	97.3	16.1	82.1	15.2	15.2	12.5	19.6	10.3
52	Dayo Odeyingbo	51.5	47.3	91.1	33.5	63.4	0.9	84.8	50.9	49.6	33.9	13.4	40.2
53	Byron Young	51.4	80.4	36.6	27.7	93.8	26.8	61.6	70.5	5.8	39.3	33.9	34.8
54	D.J. Wonnum	49.8	92	50.9	23.2	83.9	13.4	20.5	28.6	12.5	60.7	17	54.9
55	Kwity Paye	49.8	65.2	52.7	40.2	81.3	7.1	79.5	8	26.3	67.9	8.9	48.7
56	Dorance Armstrong	49.3	30.4	88.4	58	18.8	54.5	20.5	33	20.5	72.3	60.7	77.7
57	Bud Dupree	48.6	73.2	47.3	14.3	77.7	39.3	78.6	7.1	82.6	7.1	24.1	3.6
58	Arnold Ebiketie	48.4	9.8	98.2	52.7	8	75.9	96.4	65.2	1.8	2.7	89.3	0.9
59	Michael Hoecht	48.3	46.4	46.4	51.3	95.1	57.1	41.1	38.8	7.6	16.1	51.8	5.4
60	Sam Hubbard	47.4	74.1	31.3	23.2	75	17.9	20.5	85.7	23.2	77.7	33	76.3
61	Leonard Floyd	47.3	50	83	38.8	21.4	28.6	53.6	47.3	40.2	25	43.8	40.2
62	Markus Golden	47.3	0.9	100	86.6	13.8	6.3	20.5	100	90.2	23.2	74.1	50.9
63	Yetur Gross-Matos	47.1	29	79.5	35.3	83	8.9	20.5	73.2	70.1	30.4	35.7	48.7
64	Sam Williams	47.1	12.5	78.6	42.9	1.8	61.6	83.9	37.5	76.8	52.7	65.2	67.9
65	A.J. Epenesa	47	24.1	82.1	23.2	30.4	62.5	68.8	56.3	97.8	0.9	72.3	1.8
66	Arden Key	46.9	77.7	32.6	62.1	55.4	33	77.7	17.9	4.5	11.2	21.4	8
67	DeMarcus Walker	46.4	76.8	14.3	44.2	53.6	42	20.5	71.4	79.5	34.8	34.8	43.8
68	John Franklin-Myers	45.7	45.5	13.4	70.1	67	78.6	20.5	91.1	18.3	13.4	76.8	4.5
69	Ogbo Okoronkwo	45.3	42	41.1	41.1	27.7	65.2	20.5	23.2	95.5	66.1	53.6	79
70	Cameron Jordan	44.6	70.5	10.7	45.5	82.1	64.3	20.5	11.6	15.2	42	37.5	37.5
71	Jerry Hughes	43.9	31.3	20.5	49.6	33	71	66.1	5.4	66.1	85.7	47.3	88.8
72	Joe Tryon-Shoyinka	43.6	27.2	53.6	44.2	40.2	35.7	54.5	43.8	11.2	86.6	36.6	85.7
73	Brandon Graham	43.5	22.3	54.5	93.8	12.5	69.6	20.5	17	36.2	27.7	61.6	40.2
74	Deatrich Wise Jr.	43.4	61.6	23.2	30.8	57.1	52.7	55.4	8.9	9.4	75.9	27.7	57.6
75	Mike Danna	43	81.3	28.6	20.5	71	24.1	20.5	25.9	2.7	75	16.1	54.9
76	Derek Barnett	42.3	18.8	48.2	75.4	43.8	3.6	20.5	99.1	82.6	37.5	40.2	57.6
77	Yaya Diaby	42	34.8	80.4	15.6	33.9	20.5	57.1	18.8	87.5	28.6	23.2	43.8
78	BJ Ojulari	41.3	6.3	73.2	68.8	25	44.6	20.5	83.9	0.9	58	64.3	11.6
79	Alex Wright	40.9	21.4	60.7	25	22.3	40.2	95.5	6.3	84.8	33	26.3	64.7
80	Emmanuel Ogbah	40.8	13.4	95.5	26.8	4.5	45.5	85.7	25	40.2	11.2	56.3	16.5
81	Anfernee Jennings	40.2	37.5	11.6	13.4	99.1	34.8	20.5	13.4	93.8	94.6	9.8	98.2
82	Zaven Collins	39.8	29	32.6	37.1	60.7	66.1	20.5	14.3	40.2	62.5	49.1	42
83	Tanoh Kpassagnon	38.4	25.9	35.7	51.3	8.9	73.2	20.5	49.1	18.3	50	67	73.7
84	Yannick Ngakoue	38.3	92.9	17.9	2.2	47.3	37.5	20.5	20.5	60.7	19.6	20.5	13.4
85	Kingsley Enagbare	38.2	20.5	12.5	35.3	46.4	46.4	63.8	89.3	23.2	78.6	50.9	67.9
86	Lorenzo Carter	36.8	17.9	25.9	19.6	34.8	21.4	70.5	75	60.7	95.5	30.4	92.4
87	Darrell Taylor	36.5	32.1	58.9	9.4	36.6	33.9	59.8	22.3	15.2	45.5	29.5	43.8
88	Lukas Van Ness	35.9	16.1	76.8	17.9	29.5	8	20.5	59.8	45.1	71.4	28.6	52.7
89	Clelin Ferrell	35.4	33.9	27.7	32.1	26.3	25.9	67	82.1	45.1	22.3	39.3	25.9
90	Azeez Ojulari	32.3	59.8	21.4	5.4	42.9	38.4	20.5	48.2	40.2	3.6	32.1	10.3
91	Jihad Ward	31.9	42.9	45.1	2.2	75.9	2.7	50.9	19.6	29	1.8	5.4	2.7
92	Pat Jones II	31.2	52.7	3.6	9.4	38.4	29.5	20.5	58.9	32.6	63.4	17.9	67.9
93	James Smith-Williams	30.6	41.1	6.3	17	48.2	41.1	20.5	68.8	52.7	17.9	31.3	21.4
94	Zack Baun	29.7	2.2	30.4	56.7	3.6	58.9	20.5	35.7	60.7	31.3	48.2	32.6
95	KJ Henry	29.6	33	9.8	9.4	54.5	27.7	20.5	2.7	55.8	88.4	7.1	79
96	Cameron Thomas	29.1	19.6	1.8	48.2	17	58	20.5	2.7	30.4	97.3	14.3	85.7
97	Cam Sample	28.5	15.2	17	28.6	15.6	48.2	20.5	67	7.6	84.8	42.9	52.7
98	Zach Harrison	28.5	8.9	45.1	7.1	32.1	11.6	20.5	26.8	45.1	92.9	12.5	95.5
99	Tyree Wilson	28.1	35.7	24.1	12.1	26.3	18.8	63.8	29.5	36.2	26.8	11.6	29.5
100	Myles Murphy	27.4	7.1	43.8	63.8	6.3	50	20.5	2.7	20.5	5.4	26.3	12.5
101	Keion White	27.1	39.3	5.4	9.4	50	15.2	20.5	31.3	66.1	36.6	8	61.2
102	Casey Toohill	26.7	36.6	39.3	4	41.1	1.8	20.5	12.5	86.2	4.5	1.8	21.4
103	Randy Gregory	25.3	27.2	25	25.9	24.1	14.3	20.5	54.5	45.1	14.3	18.8	16.5
104	Josh Paschal	25.1	48.2	4.5	6.3	37.5	10.7	20.5	9.8	36.2	69.6	4.5	48.7
105	Romeo Okwara	23.1	10.7	19.6	29.5	0.9	32.1	81.3	36.6	26.3	9.8	22.3	8.9
106	Micheal Clemons	23.1	8	8.9	30.8	49.1	4.5	76.8	10.7	15.2	49.1	0.9	29.5
107	Anthony Nelson	21.5	14.3	16.1	37.1	20.5	9.8	20.5	50	3.6	59.8	10.7	19.2
108	Derick Hall	18.2	2.2	1.8	21.4	10.7	17	20.5	80.4	45.1	53.6	15.2	46
109	Rashad Weaver	17.8	3.6	1.8	15.6	2.7	22.3	20.5	2.7	99.1	67	2.7	83
110	Rasheem Green	17.8	17	15.2	18.8	15.6	5.4	20.5	32.1	55.8	15.2	6.3	16.5
111	Shaq Lawson	17.8	11.6	7.1	4	9.8	19.6	20.5	84.8	73.7	17	25	6.7
112	Tavius Robinson	13.7	4.5	8	0.9	23.2	12.5	20.5	2.7	66.1	40.2	3.6	23.2