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Weekly market-implied WTA player ratings by surface, with uncertainty and historical trajectories.

These ratings are weekly market-implied WTA player states. Global parameters are learned and then frozen each off-season, while new prices update player states online. Estimated player states account for ~85% of the signal markets capture, while allowing for the simulation of any matchup on any surface and the tracing of player strength over time.

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Player trajectory

Latest leaderboard

The leaderboard shows the top 500 players with at least one observed match in the prior year. “Win vs avg” is the model’s draw-neutral, one-match probability against the mean active-tour player on the selected surface. Rating intervals are 50% posterior intervals and include uncertainty in the overall state, surface contrast, and their covariance. Click a leaderboard row to add or remove that player from the chart.