Ahniya Vustsina vs Brandy Walker
UTR PTT Newport Beach Women 18 | Hard | Semifinals
21 Dic 2025, 06:05
21 Dic 2025, 06:05
Predicción IA (XGBoost 1.0.0)
Brandy Walker
Ahniya …: 39,8%
Brandy …: 60,2%
¿Por qué Brandy Walker?
UTR 9,00 vs 9,82
(-1,01)
— Ligera ventaja
Ahniya …
W47-L32
59% WR
vs UTR 8,4
W4
Brandy …
Sin datos
Confianza media
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Ahniya … | Brandy … | Prob Impl. P1 |
|---|---|---|---|
| IA Fair Odds | 2,51 | 1,66 | 39,8% |
Estadísticas de Jugadores
Ahniya Vustsina
Ranking
#-
UTR Rating
9,00 Junior
UTR Ranking
#362
Forma L5
25% (4p)
Forma L10
25% (4p)
WR Hard
0/0 = 0,0%
Brandy Walker
Ranking
#-
UTR Rating
9,82 Pro
UTR Ranking
#1137
Forma L5
40% (5p)
Forma L10
40% (10p)
WR Hard
0/0 = 0,0%
Momentum & Forma UTR
Ahniya Vustsina
Record 2025
47W - 32L (59%)
Racha
4W
UTR Oponentes
8,4
Últimos 5:
W
W
W
W
L
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 | -0,1500 | |
| last3_wr_diff | 0,0000 | |
| momentum_p1 | 30,6122 | |
| momentum_p2 | 22,0000 | |
| momentum_diff | 8,6122 | |
| weighted_momentum_diff | 6,4592 | |
| current_streak_diff | 1,0000 | |
| days_since_last_match_p1 | 0,0000 | |
| days_since_last_match_p2 | 0,0000 | |
| match_load_p1 | 4,0000 | |
| match_load_p2 | 10,0000 | |
| match_load_diff | -6,0000 |
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 | 10,5393 | |
| serve_consistency_p2 | 13,0955 |
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 | -1,0100 | |
| utr_p1 | 0,1176 | |
| utr_p2 | 0,2365 | |
| utr_advantage | -10,6260 | |
| 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
20260
API ID
15253322
Gamdom ID
-
Torneo
UTR PTT Newport Beach Women 18
Superficie
Hard
Ronda
Semifinals
Status
finished
JSON Data
{
"match": {
"id": 20260,
"api_id": 15253322,
"gamdom_id": null,
"player1": "Ahniya Vustsina",
"player2": "Brandy Walker",
"tournament": "UTR PTT Newport Beach Women 18",
"surface": "hard",
"round": "Semifinals",
"date": "2025-12-21T02:05:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": null,
"p2": null
},
"tnnslive": {
"p1": null,
"p2": null
}
},
"prediction": {
"prob_p1": 0.3984,
"prob_p2": 0.6016,
"winner": 2,
"confidence": 0.6016,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 9.0,
"utr_ranking": 362,
"utr_division": "Junior",
"utr_pro": false,
"utr_v4_wins": 47,
"utr_v4_losses": 32,
"utr_v4_wr": 59.49367088607595,
"utr_v4_win_streak": 4,
"utr_v4_lose_streak": 0,
"utr_v4_avg_opp_utr": 8.38,
"utr_v4_recent": [
{
"win": true,
"opponent_utr": 7.0,
"opponent_name": "Zoe Yesufu"
},
{
"win": true,
"opponent_utr": 4.0,
"opponent_name": "Camila Arboleda"
},
{
"win": true,
"opponent_utr": 9.0,
"opponent_name": "Rose Biria"
},
{
"win": true,
"opponent_utr": 9.09,
"opponent_name": "Susana Souhrada"
},
{
"win": false,
"opponent_utr": 10.0,
"opponent_name": "Kaya Moe"
}
],
"utr_v4_synced": "2025-12-07T19:55:03.198188+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 25.0,
"form_l10_wr": 25.0,
"form_l5_matches": 4,
"form_l10_matches": 4
},
"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": 40.0,
"form_l10_wr": 40.0,
"form_l5_matches": 5,
"form_l10_matches": 10
}
},
"utr": {
"p1": {
"score": 9.0,
"ranking": 362,
"division": "Junior",
"is_pro": false
},
"p2": {
"score": 9.82,
"ranking": 1137,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.11764705882352941,
"utr_p2": 0.2364705882352941,
"utr_diff": -1.0099999999999998,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 30.612244897959183,
"momentum_p2": 22.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.0,
"last5_wr_diff": -0.15000000000000002,
"match_load_p1": 4,
"match_load_p2": 10,
"momentum_diff": 8.612244897959183,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": -10.6259863229879,
"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": -6,
"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": 1,
"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": 10.5392610021826,
"serve_consistency_p2": 13.095462723884893,
"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": 6.459183673469383,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 0,
"days_since_last_match_p2": 0,
"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": {}
}