Hanna Chang vs Amy Lee
UTR Newport Beach W01 | Hard |
07 Ene 2026, 01:40
07 Ene 2026, 01:40
Predicción IA (XGBoost 1.0.0)
Hanna Chang
Hanna …: 86,8%
Amy …: 13,2%
¿Por qué Hanna Chang?
UTR 11,30 vs 9,00
(+2,26)
— Ventaja clara
Hanna …
Sin datos
Amy …
W40-L35
53% WR
vs UTR 9,0
W4
Alta confianza
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (35%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Hanna … | Amy … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 1,07 | 7,50 | 93,3% |
| Gamdom | 1,08 | 5,40 | 92,6% |
| IA Fair Odds | 1,15 | 7,59 | 86,8% |
Edge vs Mercado:
Hanna …: -0,7%
Amy …: +0,7%
Estadísticas de Jugadores
Hanna Chang
Ranking
#324
UTR Rating
11,30 Pro
UTR Ranking
#356
Forma L5
100% (5p)
Forma L10
60% (10p)
WR Hard
1/7 = 14,3%
Amy Lee
Ranking
#-
UTR Rating
9,00 General
UTR Ranking
#2539
Forma L5
0% (4p)
Forma L10
0% (4p)
WR Hard
0/0 = 0,0%
Momentum & Forma UTR
Hanna Chang
Sin datos UTR v4
Amy Lee
Record 2025
40W - 35L (53%)
Racha
4W
UTR Oponentes
9,0
Últimos 5:
W
W
W
W
L
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | 182,0000 | |
| rank_ratio | 1,5723 | |
| log_rank_ratio | 0,4526 | |
| rank_tier_advantage | 0,0000 | |
| points_diff | 199,0000 | |
| best_rank_diff | 331,0000 |
Superficie
| surface_wr_diff | 14,2857 | |
| surface_wr_diff_adjusted | -8,3152 | |
| surface_matches_ratio | 7,0000 | |
| surface_tournaments_won_diff | 0,0000 | |
| surface_wr_p1 | 14,2857 | |
| surface_wr_p2 | 0,0000 | |
| surface_wr_p1_stable | 26,0140 | |
| surface_wr_p2_stable | 50,0000 | |
| p1_surface_matches | 7,0000 | |
| p2_surface_matches | 0,0000 | |
| p1_surface_dominance | -0,7143 |
Confianza
| p1_confidence | 0,3933 | |
| p2_confidence | 0,3000 | |
| combined_confidence | 0,3467 |
Servicio
| serve_quality_diff | 43,9714 | |
| first_serve_won_diff | 57,3000 | |
| second_serve_won_diff | 42,5000 | |
| bp_saved_diff | 46,8000 | |
| bp_converted_diff | 22,2000 | |
| aces_per_match_diff | 1,2857 |
Forma
| last5_wr_diff | 0,8000 | |
| last3_wr_diff | 1,0000 | |
| momentum_p1 | 98,0000 | |
| momentum_p2 | 0,0000 | |
| momentum_diff | 98,0000 | |
| weighted_momentum_diff | 73,5000 | |
| current_streak_diff | 8,0000 | |
| days_since_last_match_p1 | 3,0000 | |
| days_since_last_match_p2 | 23,0000 | |
| 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 | 9,9647 | |
| serve_consistency_p2 | 5,9890 |
Interacción
| surface_rank_synergy | 6,4651 | |
| rank_surface_mismatch_p1 | 0,5391 | |
| rank_surface_mismatch_p2 | 0,3180 | |
| elite_surface_amplifier | 0,0000 |
UTR
| utr_diff | 2,2600 | |
| utr_p1 | 0,3835 | |
| utr_p2 | 0,1176 | |
| utr_advantage | 22,3100 | |
| 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
21593
API ID
15307979
Gamdom ID
568809
Torneo
UTR Newport Beach W01
Superficie
Hard
Ronda
Status
finished
JSON Data
{
"match": {
"id": 21593,
"api_id": 15307979,
"gamdom_id": 568809,
"player1": "Hanna Chang",
"player2": "Amy Lee",
"tournament": "UTR Newport Beach W01",
"surface": "hard",
"round": "",
"date": "2026-01-06T21:40:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 1.0714285714285714,
"p2": 7.5
},
"gamdom": {
"p1": 1.08,
"p2": 5.4
},
"tnnslive": {
"p1": 1.08,
"p2": 6.66
}
},
"prediction": {
"prob_p1": 0.8683,
"prob_p2": 0.1317,
"winner": 1,
"confidence": 0.8683,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": 324,
"utr_singles": 11.3,
"utr_ranking": 356,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 14.285714285714285,
"wr_surface_wins": 1,
"wr_surface_total": 7,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 100.0,
"form_l10_wr": 60.0,
"form_l5_matches": 5,
"form_l10_matches": 10
},
"p2": {
"ranking": null,
"utr_singles": 9.0,
"utr_ranking": 2539,
"utr_division": "General",
"utr_pro": false,
"utr_v4_wins": 40,
"utr_v4_losses": 35,
"utr_v4_wr": 53.333333333333336,
"utr_v4_win_streak": 4,
"utr_v4_lose_streak": 0,
"utr_v4_avg_opp_utr": 8.96,
"utr_v4_recent": [
{
"win": true,
"opponent_utr": 9.0,
"opponent_name": "Cookie Jarvis-Tredgett"
},
{
"win": true,
"opponent_utr": 10.34,
"opponent_name": "Maria Aytoyan"
},
{
"win": true,
"opponent_utr": 8.0,
"opponent_name": "Amy Duong"
},
{
"win": true,
"opponent_utr": 10.0,
"opponent_name": "Catherine Rennard"
},
{
"win": false,
"opponent_utr": 9.0,
"opponent_name": "Anya Arora"
}
],
"utr_v4_synced": "2025-12-07T19:55:18.063583+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 0.0,
"form_l10_wr": 0.0,
"form_l5_matches": 4,
"form_l10_matches": 4
}
},
"utr": {
"p1": {
"score": 11.3,
"ranking": 356,
"division": "Pro",
"is_pro": true
},
"p2": {
"score": 9.0,
"ranking": 2539,
"division": "General",
"is_pro": false
}
},
"features": {
"utr_p1": 0.38352941176470584,
"utr_p2": 0.11764705882352941,
"utr_diff": 2.26,
"rank_ratio": 1.5723270440251573,
"h2h_matches": 0,
"momentum_p1": 97.99999999999999,
"momentum_p2": 0.0,
"points_diff": 199,
"utr_both_pro": 0.0,
"bp_saved_diff": 46.8,
"h2h_wins_diff": 0,
"last3_wr_diff": 1.0,
"last5_wr_diff": 0.8,
"match_load_p1": 5,
"match_load_p2": 0,
"momentum_diff": 97.99999999999999,
"p1_confidence": 0.3933333333333333,
"p2_confidence": 0.3,
"surface_wr_p1": 14.285714285714285,
"surface_wr_p2": 0,
"utr_advantage": 22.309970384995065,
"utr_available": 1.0,
"best_rank_diff": 331,
"h2h_on_surface": 0,
"log_rank_ratio": 0.452556715642015,
"rank_advantage": 182,
"tiebreak_wr_p1": 0.0,
"tiebreak_wr_p2": 0.0,
"h2h_win_rate_p1": 0.5,
"match_load_diff": 5,
"surface_wr_diff": 14.285714285714285,
"bp_converted_diff": 22.2,
"p1_surface_matches": 7,
"p2_surface_matches": 0,
"serve_quality_diff": 43.97142857142857,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": 1.2857142857142858,
"combined_confidence": 0.3466666666666667,
"current_streak_diff": 8,
"rank_tier_advantage": 0,
"first_serve_won_diff": 57.3,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": -0.7142857142857143,
"serve_consistency_p1": 9.964655888144183,
"serve_consistency_p2": 5.989044815980556,
"surface_rank_synergy": 6.465095937743071,
"surface_wr_p1_stable": 26.01398601398601,
"surface_wr_p2_stable": 50.0,
"second_serve_won_diff": 42.5,
"surface_matches_ratio": 7.0,
"weighted_momentum_diff": 73.5,
"elite_surface_amplifier": 0.0,
"days_since_last_match_p1": 3,
"days_since_last_match_p2": 23,
"rank_surface_mismatch_p1": 0.5391428571428571,
"rank_surface_mismatch_p2": 0.31800000000000006,
"surface_wr_diff_adjusted": -8.315151515151516,
"surface_tournaments_won_diff": 0
},
"feature_importance": {}
}