Parth Aggarwal

Rank = latest ATP/WTA snapshot on or before each match. Rating = post-match model rating when ingested. Five opponent tiers use Glicko quintile cuts (~2237 / ~2288 / ~2351 / ~2436 vs tour-active field), else rank bands (#25 / #50 / #85 / #130).