Parth Aggarwal vs Noah Thurner
UTR PTT Phan Thiet Men +H 01 | Hard |
11 Dec 2025, 02:30
11 Dec 2025, 02:30
Predicción IA (XGBoost 1.0.0)
Noah Thurner
Parth …: 46.3%
Noah …: 53.7%
¿Por qué Noah Thurner?
UTR 11.76 vs 12.79
(-1.03)
— Ligera ventaja
Parth …
W19-L27
41% WR
vs UTR 11.8
L4
Noah …
W36-L34
51% WR
vs UTR 12.7
L3
Confianza baja
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (31%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Parth … | Noah … | Prob Impl. P1 |
|---|---|---|---|
| IA Fair Odds | 2.16 | 1.86 | 46.3% |
Estadísticas de Jugadores
Parth Aggarwal
Ranking
#-
UTR Rating
11.76 Pro
UTR Ranking
#1905
Forma L5
0% (2p)
Forma L10
0% (2p)
WR Hard
0/2 = 0.0%
Noah Thurner
Ranking
#-
UTR Rating
12.79 Pro
UTR Ranking
#1241
Forma L5
50% (2p)
Forma L10
50% (2p)
WR Hard
0/0 = 0.0%
Momentum & Forma UTR
Parth Aggarwal
Record 2025
19W - 27L (41%)
Racha
4L
UTR Oponentes
11.8
Últimos 5:
L
L
L
L
W
Noah Thurner
Record 2025
36W - 34L (51%)
Racha
3L
UTR Oponentes
12.7
Últimos 5:
L
L
L
W
L
Análisis Momentum
Noah Thurner ha enfrentado oponentes más fuertes (UTR 12.7 vs 11.8).
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 | -13.5778 | |
| surface_matches_ratio | 2.0000 | |
| surface_tournaments_won_diff | 0.0000 | |
| surface_wr_p1 | 0.0000 | |
| surface_wr_p2 | 0.0000 | |
| surface_wr_p1_stable | 6.6667 | |
| surface_wr_p2_stable | 50.0000 | |
| p1_surface_matches | 2.0000 | |
| p2_surface_matches | 0.0000 | |
| p1_surface_dominance | -1.0000 |
Confianza
| p1_confidence | 0.3267 | |
| p2_confidence | 0.3000 | |
| combined_confidence | 0.3133 |
Servicio
| serve_quality_diff | 38.5710 | |
| first_serve_won_diff | 51.6300 | |
| second_serve_won_diff | 42.5200 | |
| bp_saved_diff | 67.5000 | |
| bp_converted_diff | 77.5000 | |
| aces_per_match_diff | 0.0000 |
Forma
| last5_wr_diff | -0.5000 | |
| last3_wr_diff | -0.5000 | |
| momentum_p1 | 0.0000 | |
| momentum_p2 | 42.8571 | |
| momentum_diff | -42.8571 | |
| weighted_momentum_diff | -32.1429 | |
| current_streak_diff | 0.0000 | |
| days_since_last_match_p1 | 1.0000 | |
| days_since_last_match_p2 | 1.0000 | |
| match_load_p1 | 1.0000 | |
| match_load_p2 | 2.0000 | |
| match_load_diff | -1.0000 |
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 | 10.0000 | |
| serve_consistency_p2 | 0.9894 |
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 | -1.0300 | |
| utr_p1 | 0.4424 | |
| utr_p2 | 0.5635 | |
| utr_advantage | -8.3910 | |
| utr_both_pro | 1.0000 | |
| 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
18809
API ID
15183645
Gamdom ID
-
Torneo
UTR PTT Phan Thiet Men +H 01
Superficie
Hard
Ronda
Status
scheduled
JSON Data
{
"match": {
"id": 18809,
"api_id": 15183645,
"gamdom_id": null,
"player1": "Parth Aggarwal",
"player2": "Noah Thurner",
"tournament": "UTR PTT Phan Thiet Men +H 01",
"surface": "hard",
"round": "",
"date": "2025-12-11T02:30:00+00:00",
"status": "scheduled"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": null,
"p2": null
},
"tnnslive": {
"p1": null,
"p2": null
}
},
"prediction": {
"prob_p1": 0.4627,
"prob_p2": 0.5373,
"winner": 2,
"confidence": 0.5373,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 11.76,
"utr_ranking": 1905,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_wins": 19,
"utr_v4_losses": 27,
"utr_v4_wr": 41.30434782608695,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 4,
"utr_v4_avg_opp_utr": 11.84,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 12.63,
"opponent_name": "Grigoriy Lomakin"
},
{
"win": false,
"opponent_utr": 12.04,
"opponent_name": "Jim Hendrikx"
},
{
"win": false,
"opponent_utr": 12.39,
"opponent_name": "Alexey Aleshchev"
},
{
"win": false,
"opponent_utr": 11.0,
"opponent_name": "Raffael Gasanov"
},
{
"win": true,
"opponent_utr": 11.0,
"opponent_name": "Priyanshu Choudhary"
}
],
"utr_v4_synced": "2025-12-07T19:58:08.494961+00:00",
"utr_v4_available": true,
"wr_surface": 0.0,
"wr_surface_wins": 0,
"wr_surface_total": 2,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 0.0,
"form_l10_wr": 0.0,
"form_l5_matches": 2,
"form_l10_matches": 2
},
"p2": {
"ranking": null,
"utr_singles": 12.79,
"utr_ranking": 1241,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_wins": 36,
"utr_v4_losses": 34,
"utr_v4_wr": 51.42857142857142,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 3,
"utr_v4_avg_opp_utr": 12.68,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 13.41,
"opponent_name": "Dominik Palan"
},
{
"win": false,
"opponent_utr": 13.45,
"opponent_name": "Karol Filar"
},
{
"win": false,
"opponent_utr": 12.7,
"opponent_name": "Daniil Sarksian"
},
{
"win": true,
"opponent_utr": 12.11,
"opponent_name": "Bang Shuo Yin"
},
{
"win": false,
"opponent_utr": 13.2,
"opponent_name": "Yuta Kawahashi"
}
],
"utr_v4_synced": "2025-12-07T19:58:02.650059+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 50.0,
"form_l10_wr": 50.0,
"form_l5_matches": 2,
"form_l10_matches": 2
}
},
"utr": {
"p1": {
"score": 11.76,
"ranking": 1905,
"division": "Pro",
"is_pro": true
},
"p2": {
"score": 12.79,
"ranking": 1241,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.44235294117647056,
"utr_p2": 0.5635294117647058,
"utr_diff": -1.0299999999999994,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 0.0,
"momentum_p2": 42.85714285714286,
"points_diff": 0,
"utr_both_pro": 1.0,
"bp_saved_diff": 67.5,
"h2h_wins_diff": 0,
"last3_wr_diff": -0.5,
"last5_wr_diff": -0.5,
"match_load_p1": 1,
"match_load_p2": 2,
"momentum_diff": -42.85714285714286,
"p1_confidence": 0.32666666666666666,
"p2_confidence": 0.3,
"surface_wr_p1": 0.0,
"surface_wr_p2": 0,
"utr_advantage": -8.391038696537674,
"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": -1,
"surface_wr_diff": 0.0,
"bp_converted_diff": 77.5,
"p1_surface_matches": 2,
"p2_surface_matches": 0,
"serve_quality_diff": 38.571,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": 0.0,
"combined_confidence": 0.31333333333333335,
"current_streak_diff": 0,
"rank_tier_advantage": 0,
"first_serve_won_diff": 51.629999999999995,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": -1.0,
"serve_consistency_p1": 10.0,
"serve_consistency_p2": 0.9894155545329042,
"surface_rank_synergy": 0.0,
"surface_wr_p1_stable": 6.666666666666666,
"surface_wr_p2_stable": 50.0,
"second_serve_won_diff": 42.519999999999996,
"surface_matches_ratio": 2.0,
"weighted_momentum_diff": -32.14285714285714,
"elite_surface_amplifier": 0.0,
"days_since_last_match_p1": 1,
"days_since_last_match_p2": 1,
"rank_surface_mismatch_p1": 0.5,
"rank_surface_mismatch_p2": 0.5,
"surface_wr_diff_adjusted": -13.57777777777778,
"surface_tournaments_won_diff": 0
},
"feature_importance": {}
}