Liu Y.WTA
TIPERO's AI tennis model has placed 1 graded picks on Liu Y. matches: 1-0 record (100% win rate), +2.25u tracked profit.
Matches analysed
28
Total in database
AI picks placed
1
Times TIPERO selected
Win rate
100%
1-0 record
Tracked profit
+2.3u
+225% ROI
Most-played surface
Hard
19 matches
Surface breakdown
hard
19
indoor
9
Why surface matters: read the surface effects guide for how court type changes hold rates and bettor strategy.
Tournaments seen
Luan 2 ITFNakhon Pathom 2 ITFNakhon Pathom 3 ITFNakhon Pathom ITFSapporo 2 ITFSapporo ITFSharm El Sheikh 4 ITFSharm El Sheikh 4 ITF S 1 2 3 4 5 H2H H A
How TIPERO models Liu Y.
TIPERO is a tennis-only AI prediction engine running daily on every ATP, WTA and Challenger match. Liu Y. appears in our tracked record across 28 matches. Each prediction comes from a quantitative stack:
- Surface-aware Elo — separate ratings per court type, updated daily.
- Recent form scoring — last-5 record weighted by opponent quality.
- Head-to-head history — surface-filtered, recency-weighted.
- Market signal blending — V4.1 logistic calibration on closing odds.
- XGBoost ML filter — gradient-boosted classifier gates marginal picks.
Full methodology breakdown: How AI Predicts Tennis.
See Liu Y.'s next match prediction
Tomorrow's full board (ATP + WTA + Challengers) including any Liu Y. matches. Confidence scores, Kelly stakes, public + premium picks.
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