
MADINA OKOT
OKOT_HOOP_EXPLORER
VIEW_SOURCERAPM // NCAA_W
4 Factor Impact
Shot Profile
Shot Making
4 Factor Impact
Shot Deterrence
Shot Defense
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.
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.

RAVEN JOHNSON
JOHNSON_HOOP_EXPLORER
VIEW_SOURCERAPM // NCAA_W
4 Factor Impact
Shot Profile
Shot Making
4 Factor Impact
Shot Deterrence
Shot Defense
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.
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.

COTIE MCMAHON
MCMAHON_HOOP_EXPLORER
VIEW_SOURCERAPM // NCAA_W
4 Factor Impact
Shot Profile
Shot Making
4 Factor Impact
Shot Deterrence
Shot Defense
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.
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.