#5Ke'Shawn Williams

WR·Wake Forest·2023

Ke'Shawn Williams is a Versatile WR for Wake Forest. Ke'Shawn's 2023 season produced 30.9 total EPA across 41 plays.

What projects, and what doesn't · WRs · held out 2019-2025

How well one season predicts the next, measured on seasons the model never trained on. 1.00 would be perfectly predictable; 0.00 means last year told us nothing.

Usage share (volume)0.47
Beats guessing the WR average by 16%. n=6,302 WR seasons
EPA per play (efficiency)0.09
Not projectable — we do not forecast this. n=5,767 WR seasons
Total EPA (value)0.45
Beats guessing the WR average by 12%. n=5,767 WR seasons

Across all positions, usage carries year to year at 0.47 and efficiency at 0.07. So Ke'Shawn Williams's projection is a projection of opportunity — how much of the offense he runs through. How well he converts it is something this model does not claim to know a year in advance, and the number above is why.

2023 Production

Receiving

38 Receptions384 Rec yards1 Rec TD10.1 Yards/rec

Returns

8 Kick returns187 KR yards0 KR TD

Performance Analysis · 2023 · vs WR peers

Efficiency100
Volume16
Explosiveness21
Consistency74
Pass-Down100

Player type

Versatile WR

Balanced profile without a single dominant trait — contributes across multiple dimensions.

Balanced usageMulti-role

Peer percentiles

Opponent-adjusted EPA (WEPA/play)100th %ile · elite

Game-to-game consistency74th %ile · average

Key findings

▸Top-10% efficiency among WRs — elite opponent-adjusted EPA rate.
▸Limited usage share suggests a rotational or specialist role.
▸High game-to-game consistency — reliable floor each week.
▸8 high-impact games (EPA/play > 0.4) this season — elite ceiling.
▸Particularly dangerous on passing downs — efficiency spikes in obvious pass situations.
▸Production faded as the season progressed — 0.16 EPA/play decline from first to second half.
▸Peak game: 1.42 EPA/play in Wk 2 vs Vanderbilt (SP+ -13).

NIL Market Tier· 2023

On3 valuation ↗

Elite

Top-3 player at position nationally. Collective + national brand deals.

Tier is a model estimate based on position, school brand, performance rank, and usage — not a reported deal. NIL deals are private. For a real market valuation, see On3's NIL profile, which factors in social following and actual deal tracking.

Historical Comparables · WR · efficiency + volume + value

Players from 2013–2025 matched on EPA efficiency, play volume, and adjusted value tier — not just one metric.

Player	Team	Yr	Plays	WEPA/play	Line val	Total EPA
Quadree Henderson	Pittsburgh	2016	63	0.530	1.6	33.4
DeAndre Hughes	Air Force	2021	60	0.470	1.3	28.2
Keytaon Thompson	Mississippi State	2017	70	0.460	1.2	32.2
Savion Williams	TCU	2024	56	0.450	1.1	25.2
Bert Emanuel Jr.	Central Michigan	2022	53	0.460	1.6	24.4

Comps are statistical — efficiency, volume, and value tier all factor in. Style and conference context differ.

Game Log · box score + EPA, week by week

EPA per play · x-axis: weekabove 0 = added points · below = lost

Wk	Opponent	Result	Opp SP+	Rec	Rec Yds	Avg	Rec TD	Long	EPA/play
1	vsElon	W37-17	—	2	13	6.5	0	9	0.67
2	vsVanderbilt	W36-20	-12.7	5	92	18.4	1	34	1.42
3	@Old Dominion	W27-24	-10.1	4	45	11.3	0	14	1.26
4	vsGeorgia Tech	L16-30	0.3	1	11	11.0	0	11	0.81
6	@Clemson	L12-17	10.5	3	27	9.0	0	14	0.34
7	@Virginia Tech	L13-30	5.8	3	13	4.3	0	16	-0.57
8	vsPittsburgh	W21-17	-7.3	6	46	7.7	0	24	0.71
9	vsFlorida State	L16-41	19.4	—	—	—	—	—	1.24
10	@Duke	L21-24	9.4	7	90	12.9	0	25	1.08
11	vsNC State	L6-26	7.4	5	25	5.0	0	11	-0.30
12	@Notre Dame	L7-45	20.1	2	22	11.0	0	17	0.99

Usage & Situational · Pro

Snap-share proxy

Overall

5.6%

Passing plays

11.7%

Rushing plays

0.8%

Standard downs

5.2%

Passing downs

6.6%

EPA by down type

Standard downs: 0.62
Passing downs: 0.98
Pass / Rush EPA: 0.73 / 1.04

Usage = share of team plays (CFBD has no true snap counts).