Safien Boulonois vs Emma Ottavia Ghirardato
UTR PTT Arnhem Women 01 | Hard | Final
04 Ene 2026, 13:00
04 Ene 2026, 13:00
Predicción IA (XGBoost 1.0.0)
Emma Ottavia Ghirardato
Safien …: 19,6%
Emma …: 80,4%
¿Por qué Emma Ottavia Ghirardato?
UTR 9,00 vs 9,89
(-0,86)
— Niveles similares
Alta confianza
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Safien … | Emma … | Prob Impl. P1 |
|---|---|---|---|
| Gamdom | 3,25 | 1,24 | 30,8% |
| IA Fair Odds | 5,09 | 1,24 | 19,6% |
Estadísticas de Jugadores
Safien Boulonois
Ranking
#-
UTR Rating
9,00 General
UTR Ranking
#2575
Forma L5
50% (4p)
Forma L10
50% (4p)
WR Hard
0/0 = 0,0%
Emma Ottavia Ghirardato
Ranking
#-
UTR Rating
9,89 General
UTR Ranking
#1983
Forma L5
80% (5p)
Forma L10
80% (5p)
WR Hard
0/0 = 0,0%
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 | 32,0000 | |
| momentum_p2 | 92,0000 | |
| momentum_diff | -60,0000 | |
| weighted_momentum_diff | -45,0000 | |
| current_streak_diff | -4,0000 | |
| days_since_last_match_p1 | 0,0000 | |
| days_since_last_match_p2 | 1,0000 | |
| match_load_p1 | 5,0000 | |
| match_load_p2 | 5,0000 | |
| match_load_diff | 0,0000 |
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 | 14,9223 | |
| serve_consistency_p2 | 12,4647 |
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 | -0,8600 | |
| utr_p1 | 0,1176 | |
| utr_p2 | 0,2188 | |
| utr_advantage | -9,1198 | |
| 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
21405
API ID
15310213
Gamdom ID
569600
Torneo
UTR PTT Arnhem Women 01
Superficie
Hard
Ronda
Final
Status
finished
JSON Data
{
"match": {
"id": 21405,
"api_id": 15310213,
"gamdom_id": 569600,
"player1": "Safien Boulonois",
"player2": "Emma Ottavia Ghirardato",
"tournament": "UTR PTT Arnhem Women 01",
"surface": "hard",
"round": "Final",
"date": "2026-01-04T09:00:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": 3.25,
"p2": 1.24
},
"tnnslive": {
"p1": 3.59,
"p2": 1.25
}
},
"prediction": {
"prob_p1": 0.1963,
"prob_p2": 0.8037,
"winner": 2,
"confidence": 0.8037,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 9.0,
"utr_ranking": 2575,
"utr_division": "General",
"utr_pro": false,
"utr_v4_available": false,
"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": 4,
"form_l10_matches": 4
},
"p2": {
"ranking": null,
"utr_singles": 9.89,
"utr_ranking": 1983,
"utr_division": "General",
"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": 80.0,
"form_l10_wr": 80.0,
"form_l5_matches": 5,
"form_l10_matches": 5
}
},
"utr": {
"p1": {
"score": 9.0,
"ranking": 2575,
"division": "General",
"is_pro": false
},
"p2": {
"score": 9.89,
"ranking": 1983,
"division": "General",
"is_pro": true
}
},
"features": {
"utr_p1": 0.11764705882352941,
"utr_p2": 0.21882352941176464,
"utr_diff": -0.8599999999999994,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 32.0,
"momentum_p2": 92.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": -0.6666666666666667,
"last5_wr_diff": -0.4,
"match_load_p1": 5,
"match_load_p2": 5,
"momentum_diff": -60.0,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": -9.119830328738065,
"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": 0,
"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": -4,
"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": 14.92225673257574,
"serve_consistency_p2": 12.464729656626147,
"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": -45.0,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 0,
"days_since_last_match_p2": 1,
"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": {}
}