01
02
03
04
05
06
07
08
09
10
11
#12#12#12
Madina Okot headshot

C
BIOMETRICS
ACTIVE
HEIGHT
6'6"
WINGSPAN
6'10"
AGE
21.6
ROLE
Big
SYS.ID0xWNBA
SCOUTING_REPORT

OKOT_HOOP_EXPLORER

RAPM // NCAA_W

OFF_RAPM
ORAPM
100

4 Factor Impact

EFG%
98
TO_AVOID
83
ORB%
100
FT_DRAW
11

Shot Profile

RIM_FREQ
94
MID_FREQ
28
3P_FREQ
8

Shot Making

RIM%
98
2P%
97
3P%
99
AST%
38
DEF_RAPM
DRAPM
99

4 Factor Impact

OPP_EFG%
82
FORCE_TO
86
DENY_ORB
98
FOUL_DISC
88

Shot Deterrence

RIM_DETER
97
MID_DETER
11
3P_DETER
15

Shot Defense

RIM_PROTECT
62
OPP_2P%
64
OPP_3P%
70

These factors are regularized RAPM-style estimates of how the player moves her team's performance relative to league baseline when she's on the floor. ORAPM/DRAPM summarize overall offensive and defensive impact per 100 possessions; the sub-rows approximate impact on effective shooting, turnover margin, rebounding, and free-throw pressure, then unpack where shots come from (profile/deterrence) and how they are finished or contested (making/defense). The offensive components incorporate priors to stabilize estimates, while the defensive components are currently fit without priors.

SCOUTING_NOTES
WNBA_SCOUT
001/150
After
POSITION001 (1%)
WPM
Written byBANJO Tucker

After only starting to play basketball in 2020, Madina Okot has become one of the highest risers on WNBA draft boards. A 6'6" center from Kenya, Okot is a double-double machine who dominates the glass on both ends.

Okot's rim protection is a standout feature, where her background as a volleyball player is evident in her explosive verticality and timing when patrolling the paint. There are still quite a few raw elements to her game such as her post footwork and ability to pass out of double teams, but this should be expected for someone with only six years of organized basketball experience, and it's clear Okot is improving game by game.

After not attempting a single 3 pointer her first college season, Okot has shown some flashes of potentially being a stretch big in the future, connecting on 44.7% from deep but on just 0.7 attempts a game.

STATS
RAPM+15.4
OFF+10.4
DEF+4.9
TS%61.1%
STAT_MATRIX
PERCENTILE_VS_CLASS_AND_POSITION
Impact
RAPM
+15.4
95th
OffenseORAPM
ORAPM
+10.4
93rd
USG%
24.8%
84th
TS%
61.1%
76th
EFG%
59.3%
79th
3PR
7.8%
45th
3P%
44.8%
93rd
FTR
22.6%
33rd
FT%
70.2%
45th
ORB%
19.0%
98th
RIM%
69.9%
91st
AST%
6.7%
7th
TO%
19.2%
41st
DefenseDRAPM
DRAPM
+4.9
93rd
STL%
3.1%
88th
BLK%
6.0%
81st
DRB%
28.8%
98th
OKOT: 2026WNBA_V1
#13#13#13
Raven Johnson headshot

PG
BIOMETRICS
ACTIVE
HEIGHT
5'9"
WINGSPAN
6'2.5"
AGE
23.1
ROLE
Guard
SYS.ID0xWNBA
SCOUTING_REPORT

JOHNSON_HOOP_EXPLORER

RAPM // NCAA_W

OFF_RAPM
ORAPM
99

4 Factor Impact

EFG%
97
TO_AVOID
80
ORB%
91
FT_DRAW
9

Shot Profile

RIM_FREQ
57
MID_FREQ
80
3P_FREQ
24

Shot Making

RIM%
94
2P%
94
3P%
72
AST%
51
DEF_RAPM
DRAPM
100

4 Factor Impact

OPP_EFG%
96
FORCE_TO
52
DENY_ORB
65
FOUL_DISC
99

Shot Deterrence

RIM_DETER
92
MID_DETER
3
3P_DETER
56

Shot Defense

RIM_PROTECT
92
OPP_2P%
99
OPP_3P%
62

These factors are regularized RAPM-style estimates of how the player moves her team's performance relative to league baseline when she's on the floor. ORAPM/DRAPM summarize overall offensive and defensive impact per 100 possessions; the sub-rows approximate impact on effective shooting, turnover margin, rebounding, and free-throw pressure, then unpack where shots come from (profile/deterrence) and how they are finished or contested (making/defense). The offensive components incorporate priors to stabilize estimates, while the defensive components are currently fit without priors.

SCOUTING_NOTES
WNBA_SCOUT
001/148
Raven
POSITION001 (1%)
WPM
Written byBANJO Tucker

Raven Johnson is an efficient and methodical point guard who has anchored multiple runs to the national championship as a low turnover, high IQ decision maker.

While Raven doesn't have that high volume takeover scorer type of skillset - as evidenced by the fact that she never averaged double digit points in her 5 year college career - her value lies in her elite defensive presence and her ability to organise a professional level offense.

Johnson's most translatable skill is her on ball defense. Standing at 5'8", she possesses an amazing 6'2" wingspan which she uses to consistently set the tone at the point of attack alongside her quick reflexes and lateral movement.

This past season, Johnson upped her offensive efficiency greatly, as she developed a much stronger midrange game and 3 point jumpshot, though she remains a pass first guard who prioritises system flow over individual scoring.

STATS
RAPM+14.5
OFF+8.3
DEF+6.2
TS%57.4%
STAT_MATRIX
PERCENTILE_VS_CLASS_AND_POSITION
Impact
RAPM
+14.5
90th
OffenseORAPM
ORAPM
+8.3
84th
USG%
17.8%
34th
TS%
57.4%
61st
EFG%
55.0%
77th
3PR
32.1%
39th
3P%
39.8%
74th
FTR
15.6%
16th
FT%
82.0%
48th
ORB%
3.1%
48th
RIM%
66.3%
94th
AST%
25.1%
71st
TO%
19.3%
36th
DefenseDRAPM
DRAPM
+6.2
94th
STL%
2.9%
58th
BLK%
2.1%
90th
DRB%
10.7%
32nd
JOHNSON: 2026WNBA_V1
#14#14#14
Cotie McMahon headshot

SF
BIOMETRICS
ACTIVE
HEIGHT
6'0"
WINGSPAN
6'3"
AGE
21.9
ROLE
Wing
SYS.ID0xWNBA
SCOUTING_REPORT

MCMAHON_HOOP_EXPLORER

RAPM // NCAA_W

OFF_RAPM
ORAPM
99

4 Factor Impact

EFG%
78
TO_AVOID
97
ORB%
90
FT_DRAW
90

Shot Profile

RIM_FREQ
31
MID_FREQ
94
3P_FREQ
14

Shot Making

RIM%
95
2P%
90
3P%
24
AST%
88
DEF_RAPM
DRAPM
95

4 Factor Impact

OPP_EFG%
29
FORCE_TO
76
DENY_ORB
54
FOUL_DISC
50

Shot Deterrence

RIM_DETER
28
MID_DETER
18
3P_DETER
92

Shot Defense

RIM_PROTECT
29
OPP_2P%
16
OPP_3P%
34

These factors are regularized RAPM-style estimates of how the player moves her team's performance relative to league baseline when she's on the floor. ORAPM/DRAPM summarize overall offensive and defensive impact per 100 possessions; the sub-rows approximate impact on effective shooting, turnover margin, rebounding, and free-throw pressure, then unpack where shots come from (profile/deterrence) and how they are finished or contested (making/defense). The offensive components incorporate priors to stabilize estimates, while the defensive components are currently fit without priors.

SCOUTING_NOTES
WNBA_SCOUT
001/135
Cotie
POSITION001 (1%)
WPM
Written byBANJO Tucker

Cotie McMahon is one of the most physically imposing and competitive wings in the 2026 draft class. Standing at 6'0", McMahon is a natural tonesetter whose game is built on aggression, high octane effort and scoring poise.

She is a relentless downhill attacker who often forces her way to the rim where she can either spin past her opponent or fade back into her signature mid range jumper. McMahon is a high energy spark plug who crashes the glass with intensity and plays hard on every possession.

Whilst her strength and grit allows her to guard multiple positions and successfully go to war with larger forwards, her lack of positional size is concerning as she doesn't have the length you would usually associate with a power forward and may struggle to score against WNBA size.

STATS
RAPM+12.2
OFF+9.2
DEF+3.0
TS%53.9%
STAT_MATRIX
PERCENTILE_VS_CLASS_AND_POSITION
Impact
RAPM
+12.2
85th
OffenseORAPM
ORAPM
+9.2
85th
USG%
32.1%
99th
TS%
53.9%
37th
EFG%
48.3%
30th
3PR
23.2%
7th
3P%
28.3%
15th
FTR
43.5%
89th
FT%
73.5%
22nd
ORB%
4.5%
52nd
RIM%
64.0%
74th
AST%
22.4%
82nd
TO%
15.5%
52nd
DefenseDRAPM
DRAPM
+3.0
56th
STL%
2.1%
41st
BLK%
1.4%
41st
DRB%
15.0%
74th
MCMAHON: 2026WNBA_V1
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123