E. Cook comes into this match in difficult form — 1 wins from the last 5. Point statistics tell a concerning story — average DS of -8.8, meaning E. Cook has been on the wrong side of most exchanges over five matches. The serve has been a concern — averaging only 5.4/10, leaving E. Cook vulnerable on second serve and facing frequent return pressure.

K. Ogura has been inconsistent recently, going 3–2 over the last five matches. Form is mixed — DS ranging from -14.8 to 28.6, with at least one match where K. Ogura was clearly outplayed. Serve quality has been average (6.6/10) — neither a weapon nor a significant liability.