Patricia Georgiana Goina vs Natalia Pietras-Surmacz
UTR Belgrade W01 | Clay | Semifinals
24 Ene 2026, 12:00
24 Ene 2026, 12:00
Predicción IA (XGBoost 1.0.0)
Patricia Georgiana Goina
Patricia …: 73,4%
Natalia …: 26,6%
¿Por qué Patricia Georgiana Goina?
UTR 10,43 vs 8,00
(+2,43)
— Ventaja clara
Patricia …
Sin datos
Natalia …
W20-L33
38% WR
vs UTR 8,9
L4
Confianza media
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Patricia … | Natalia … | Prob Impl. P1 |
|---|---|---|---|
| Gamdom | 1,23 | 3,35 | 81,3% |
| IA Fair Odds | 1,36 | 3,76 | 73,4% |
Estadísticas de Jugadores
Patricia Georgiana Goina
Ranking
#-
UTR Rating
10,43 Pro
UTR Ranking
#833
Forma L5
20% (5p)
Forma L10
17% (6p)
WR Clay
0/0 = 0,0%
Natalia Pietras-Surmacz
Ranking
#-
UTR Rating
8,00 General
UTR Ranking
#4999
Forma L5
20% (5p)
Forma L10
20% (10p)
WR Clay
0/0 = 0,0%
Momentum & Forma UTR
Patricia Georgiana Goina
Sin datos UTR v4
Natalia Pietras-Surmacz
Record 2025
20W - 33L (38%)
Racha
4L
UTR Oponentes
8,9
Últimos 5:
L
L
L
L
W
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 | 0,0000 | |
| last3_wr_diff | 0,0000 | |
| momentum_p1 | 20,0000 | |
| momentum_p2 | 20,0000 | |
| momentum_diff | 0,0000 | |
| weighted_momentum_diff | 0,0000 | |
| current_streak_diff | 0,0000 | |
| days_since_last_match_p1 | 0,0000 | |
| days_since_last_match_p2 | 2,0000 | |
| match_load_p1 | 4,0000 | |
| match_load_p2 | 6,0000 | |
| match_load_diff | -2,0000 |
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 | 7,7078 | |
| serve_consistency_p2 | 8,7135 |
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 | 2,4300 | |
| utr_p1 | 0,2859 | |
| utr_p2 | 0,0000 | |
| utr_advantage | 26,3700 | |
| 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
23955
API ID
15417395
Gamdom ID
625944
Torneo
UTR Belgrade W01
Superficie
Clay
Ronda
Semifinals
Status
finished
JSON Data
{
"match": {
"id": 23955,
"api_id": 15417395,
"gamdom_id": 625944,
"player1": "Patricia Georgiana Goina",
"player2": "Natalia Pietras-Surmacz",
"tournament": "UTR Belgrade W01",
"surface": "clay",
"round": "Semifinals",
"date": "2026-01-24T08:00:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": 1.23,
"p2": 3.35
},
"tnnslive": {
"p1": 1.21,
"p2": 3.8
}
},
"prediction": {
"prob_p1": 0.734,
"prob_p2": 0.266,
"winner": 1,
"confidence": 0.734,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 10.43,
"utr_ranking": 833,
"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": 16.666666666666664,
"form_l5_matches": 5,
"form_l10_matches": 6
},
"p2": {
"ranking": null,
"utr_singles": 8.0,
"utr_ranking": 4999,
"utr_division": "General",
"utr_pro": false,
"utr_v4_wins": 20,
"utr_v4_losses": 33,
"utr_v4_wr": 37.735849056603776,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 4,
"utr_v4_avg_opp_utr": 8.87,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 9.33,
"opponent_name": "Melissa Boyden"
},
{
"win": false,
"opponent_utr": 10.0,
"opponent_name": "Julia Terziyska"
},
{
"win": false,
"opponent_utr": 8.0,
"opponent_name": "Milica Stosovic"
},
{
"win": false,
"opponent_utr": 9.0,
"opponent_name": "Aleksandra Djokic"
},
{
"win": true,
"opponent_utr": 9.25,
"opponent_name": "Mariia Bergen"
}
],
"utr_v4_synced": "2025-12-07T19:57:56.677116+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 20.0,
"form_l10_wr": 20.0,
"form_l5_matches": 5,
"form_l10_matches": 10
}
},
"utr": {
"p1": {
"score": 10.43,
"ranking": 833,
"division": "Pro",
"is_pro": true
},
"p2": {
"score": 8.0,
"ranking": 4999,
"division": "General",
"is_pro": false
}
},
"features": {
"utr_p1": 0.2858823529411764,
"utr_p2": 0.0,
"utr_diff": 2.4299999999999997,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 20.0,
"momentum_p2": 20.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.0,
"last5_wr_diff": 0.0,
"match_load_p1": 4,
"match_load_p2": 6,
"momentum_diff": 0.0,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": 26.370048833423766,
"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": -2,
"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": 0,
"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": 7.70784438483849,
"serve_consistency_p2": 8.713452046602876,
"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": 0.0,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 0,
"days_since_last_match_p2": 2,
"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": {}
}