Liu Y.WTA
TIPERO's AI tennis model has placed 2 graded picks on Liu Y. matches: 1-1 record (50% win rate), +1.25u tracked profit.
Matches analysed
37
Total in database
AI picks placed
2
Times TIPERO selected
Win rate
50%
1-1 record
Tracked profit
+1.3u
+62.5% ROI
Most-played surface
Hard
24 matches
Surface breakdown
hard
24
indoor
13
Why surface matters: read the surface effects guide for how court type changes hold rates and bettor strategy.
Recent matches involving Liu Y.
Click any match to see TIPERO's full prediction breakdown.
Tournaments seen
Luan 2 ITFMaanshan 10 ITFMaanshan 12 ITFNakhon Pathom 2 ITFNakhon Pathom 3 ITFNakhon Pathom ITFSapporo 2 ITFSapporo ITF
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 37 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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