Mingyue Deng vs Brandy Walker
UTR Newport Beach W01 | Hard |
09 Ene 2026, 06:30
09 Ene 2026, 06:30
Predicción IA (XGBoost 1.0.0)
Brandy Walker
Mingyue …: 36,5%
Brandy …: 63,5%
¿Por qué Brandy Walker?
UTR 9,00 vs 9,82
(-0,82)
— Niveles similares
Mingyue …
W52-L40
57% WR
vs UTR 8,7
W1
Brandy …
Sin datos
Confianza media
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Mingyue … | Brandy … | Prob Impl. P1 |
|---|---|---|---|
| IA Fair Odds | 2,74 | 1,58 | 36,5% |
Estadísticas de Jugadores
Mingyue Deng
Ranking
#-
UTR Rating
9,00 Junior
UTR Ranking
#565
Forma L5
40% (5p)
Forma L10
40% (10p)
WR Hard
0/0 = 0,0%
Brandy Walker
Ranking
#-
UTR Rating
9,82 Pro
UTR Ranking
#1137
Forma L5
20% (5p)
Forma L10
40% (10p)
WR Hard
0/0 = 0,0%
Momentum & Forma UTR
Mingyue Deng
Record 2025
52W - 40L (57%)
Racha
1W
UTR Oponentes
8,7
Últimos 5:
W
L
W
W
W
Brandy Walker
Sin datos UTR v4
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | 0,0000 | |
| rank_ratio | 1,0000 | |
| log_rank_ratio | 0,0000 | |
| rank_tier_advantage | 0,0000 | |
| points_diff | 0,0000 | |
| best_rank_diff | 0,0000 |
Superficie
| surface_wr_diff | 0,0000 | |
| surface_wr_diff_adjusted | 0,0000 | |
| surface_matches_ratio | 0,0000 | |
| surface_tournaments_won_diff | 0,0000 | |
| surface_wr_p1 | 0,0000 | |
| surface_wr_p2 | 0,0000 | |
| surface_wr_p1_stable | 50,0000 | |
| surface_wr_p2_stable | 50,0000 | |
| p1_surface_matches | 0,0000 | |
| p2_surface_matches | 0,0000 | |
| p1_surface_dominance | 0,0000 |
Confianza
| p1_confidence | 0,3000 | |
| p2_confidence | 0,3000 | |
| combined_confidence | 0,3000 |
Servicio
| serve_quality_diff | 0,0000 | |
| first_serve_won_diff | 0,0000 | |
| second_serve_won_diff | 0,0000 | |
| bp_saved_diff | 0,0000 | |
| bp_converted_diff | 0,0000 | |
| aces_per_match_diff | 0,0000 |
Forma
| last5_wr_diff | 0,4000 | |
| last3_wr_diff | 0,6667 | |
| momentum_p1 | 58,0000 | |
| momentum_p2 | 8,0000 | |
| momentum_diff | 50,0000 | |
| weighted_momentum_diff | 37,5000 | |
| current_streak_diff | 2,0000 | |
| days_since_last_match_p1 | 3,0000 | |
| days_since_last_match_p2 | 15,0000 | |
| match_load_p1 | 5,0000 | |
| match_load_p2 | 0,0000 | |
| match_load_diff | 5,0000 |
H2H
| h2h_wins_diff | 0,0000 | |
| h2h_matches | 0,0000 | |
| h2h_win_rate_p1 | 0,5000 | |
| h2h_on_surface | 0,0000 | |
| h2h_recency_weighted | 0,5000 | |
| h2h_confidence_score | 0,0000 |
Consistencia
| winner_ue_ratio_p1 | 0,0000 | |
| winner_ue_ratio_p2 | 0,0000 | |
| tiebreak_wr_p1 | 0,0000 | |
| tiebreak_wr_p2 | 0,0000 | |
| serve_consistency_p1 | 15,0888 | |
| serve_consistency_p2 | 14,0366 |
Interacción
| surface_rank_synergy | 0,0000 | |
| rank_surface_mismatch_p1 | 0,5000 | |
| rank_surface_mismatch_p2 | 0,5000 | |
| elite_surface_amplifier | 0,0000 |
UTR
| utr_diff | -0,8200 | |
| utr_p1 | 0,1176 | |
| utr_p2 | 0,2141 | |
| utr_advantage | -8,7141 | |
| utr_both_pro | 0,0000 | |
| utr_available | 1,0000 | |
| utr_expected_prob | 0,0000 | |
| utr_closeness | 0,0000 | |
| utr_data_quality | 0,0000 |
Top 10 Features (Modelo)
Info del Partido
Match ID
21654
API ID
15313205
Gamdom ID
-
Torneo
UTR Newport Beach W01
Superficie
Hard
Ronda
Status
finished
JSON Data
{
"match": {
"id": 21654,
"api_id": 15313205,
"gamdom_id": null,
"player1": "Mingyue Deng",
"player2": "Brandy Walker",
"tournament": "UTR Newport Beach W01",
"surface": "hard",
"round": "",
"date": "2026-01-09T02:30:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": null,
"p2": null
},
"tnnslive": {
"p1": null,
"p2": null
}
},
"prediction": {
"prob_p1": 0.3653,
"prob_p2": 0.6347,
"winner": 2,
"confidence": 0.6347,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 9.0,
"utr_ranking": 565,
"utr_division": "Junior",
"utr_pro": false,
"utr_v4_wins": 52,
"utr_v4_losses": 40,
"utr_v4_wr": 56.52173913043478,
"utr_v4_win_streak": 1,
"utr_v4_lose_streak": 0,
"utr_v4_avg_opp_utr": 8.71,
"utr_v4_recent": [
{
"win": true,
"opponent_utr": 5.0,
"opponent_name": "Niyuan Wu"
},
{
"win": false,
"opponent_utr": 9.0,
"opponent_name": "Sylvana Jalbert"
},
{
"win": true,
"opponent_utr": 8.0,
"opponent_name": "Genevieve Hayden"
},
{
"win": true,
"opponent_utr": 9.0,
"opponent_name": "Kasia Chen"
},
{
"win": true,
"opponent_utr": 8.0,
"opponent_name": "Hadli Sefcik"
}
],
"utr_v4_synced": "2025-12-07T19:57:51.743923+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 40.0,
"form_l10_wr": 40.0,
"form_l5_matches": 5,
"form_l10_matches": 10
},
"p2": {
"ranking": null,
"utr_singles": 9.82,
"utr_ranking": 1137,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 20.0,
"form_l10_wr": 40.0,
"form_l5_matches": 5,
"form_l10_matches": 10
}
},
"utr": {
"p1": {
"score": 9.0,
"ranking": 565,
"division": "Junior",
"is_pro": false
},
"p2": {
"score": 9.82,
"ranking": 1137,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.11764705882352941,
"utr_p2": 0.21411764705882355,
"utr_diff": -0.8200000000000003,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 57.99999999999999,
"momentum_p2": 8.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.6666666666666666,
"last5_wr_diff": 0.39999999999999997,
"match_load_p1": 5,
"match_load_p2": 0,
"momentum_diff": 49.99999999999999,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": -8.714133900106273,
"utr_available": 1.0,
"best_rank_diff": 0,
"h2h_on_surface": 0,
"log_rank_ratio": 0.0,
"rank_advantage": 0,
"tiebreak_wr_p1": 0.0,
"tiebreak_wr_p2": 0.0,
"h2h_win_rate_p1": 0.5,
"match_load_diff": 5,
"surface_wr_diff": 0,
"bp_converted_diff": 0,
"p1_surface_matches": 0,
"p2_surface_matches": 0,
"serve_quality_diff": 0.0,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": 0,
"combined_confidence": 0.3,
"current_streak_diff": 2,
"rank_tier_advantage": 0,
"first_serve_won_diff": 0,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": 0.0,
"serve_consistency_p1": 15.088821927289525,
"serve_consistency_p2": 14.036593448869771,
"surface_rank_synergy": 0.0,
"surface_wr_p1_stable": 50.0,
"surface_wr_p2_stable": 50.0,
"second_serve_won_diff": 0,
"surface_matches_ratio": 0.0,
"weighted_momentum_diff": 37.5,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 3,
"days_since_last_match_p2": 15,
"rank_surface_mismatch_p1": 0.5,
"rank_surface_mismatch_p2": 0.5,
"surface_wr_diff_adjusted": 0.0,
"surface_tournaments_won_diff": 0
},
"feature_importance": {}
}