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Descriptive only — a measured pattern, no edge claimed.
Analytics module · as of

Tennis Surface Transfer

The most extreme clay-over-hard specialist in the ATP career snapshot is Luciano Darderi, a 0.4603 clay-minus-hard win-rate gap, 0.6825 on clay against 0.2222 on hard.
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Tennis Surface Transfer
Chart: Tennis Surface Transfer -- The most extreme clay-over-hard specialist in the ATP career snapshot is Luciano Darderi, a 0.4603 clay-minus-hard win-rate gap, 0.6825 on clay against 0.2222 on hard.
scripts/platformkit/analytics_showcase/out/tennis_surface_transfer.json

What it means

Surface specialization is real and large for a few players but modest for most: across the 184 qualifying ATP-career players the median clay-minus-hard gap is only +0.0149, and 58.15% tilt at all toward clay. The women's combos are empty here, the sample-size floor eliminated every WTA player.

Caveats & confounds

Opponent strength is NOT controlled, so a gap partly reflects scheduling and seeding rather than surface skill alone; retirements count as decided matches; DESCRIPTIVE_ONLY, no forecast and no market or ROI edge.