Y. Kabbaj comes into this match in difficult form — 2 wins from the last 5. Point margins have been modest — DS averaging +6.7. Wins have been functional rather than dominant. The serve has been a concern — averaging only 6.2/10, leaving Y. Kabbaj vulnerable on second serve and facing frequent return pressure.

K. Sidorova has been inconsistent recently, going 3–2 over the last five matches. Form is mixed — DS ranging from -26.7 to 30.1, with at least one match where K. Sidorova was clearly outplayed. The serve has been a concern — averaging only 5.8/10, leaving K. Sidorova vulnerable on second serve and facing frequent return pressure. Break point efficiency has been exceptional (+40) — converting opportunities and shutting down threats at the critical moments.