Miyu Nakashima vs Nana Kawagishi
UTR Yokohama W01 | Hard | Match for 3rd place
09 Ene 2026, 06:40
09 Ene 2026, 06:40
Predicción IA (XGBoost 1.0.0)
Miyu Nakashima
Miyu …: 54,8%
Nana …: 45,2%
¿Por qué Miyu Nakashima?
UTR 10,00 vs 10,03
— Niveles similares
Miyu …
Sin datos
Nana …
W24-L30
44% WR
vs UTR 9,9
L1
Confianza baja
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Miyu … | Nana … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 1,83 | 1,83 | 54,5% |
| Gamdom | 1,72 | 1,89 | 58,1% |
| IA Fair Odds | 1,82 | 2,21 | 54,8% |
Edge vs Mercado:
Miyu …: +4,8%
Nana …: -4,8%
Estadísticas de Jugadores
Miyu Nakashima
Ranking
#-
UTR Rating
10,00 Pro
UTR Ranking
#1049
Forma L5
75% (4p)
Forma L10
75% (4p)
WR Hard
0/0 = 0,0%
Nana Kawagishi
Ranking
#-
UTR Rating
10,03 Pro
UTR Ranking
#1029
Forma L5
40% (5p)
Forma L10
44% (9p)
WR Hard
0/0 = 0,0%
Momentum & Forma UTR
Miyu Nakashima
Sin datos UTR v4
Nana Kawagishi
Record 2025
24W - 30L (44%)
Racha
1L
UTR Oponentes
9,9
Últimos 5:
L
W
L
W
L
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 | 0,3500 | |
| last3_wr_diff | 0,3333 | |
| momentum_p1 | 59,1837 | |
| momentum_p2 | 38,0000 | |
| momentum_diff | 21,1837 | |
| weighted_momentum_diff | 15,8878 | |
| current_streak_diff | 0,0000 | |
| days_since_last_match_p1 | 0,0000 | |
| days_since_last_match_p2 | 1,0000 | |
| match_load_p1 | 4,0000 | |
| match_load_p2 | 4,0000 | |
| 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 | 14,1713 | |
| serve_consistency_p2 | 12,2600 |
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 | 0,0000 | |
| utr_p1 | 0,2388 | |
| utr_p2 | 0,2388 | |
| utr_advantage | 0,0000 | |
| utr_both_pro | 0,0000 | |
| utr_available | 0,0000 | |
| utr_expected_prob | 0,0000 | |
| utr_closeness | 0,0000 | |
| utr_data_quality | 0,0000 |
Top 10 Features (Modelo)
Info del Partido
Match ID
21952
API ID
15331074
Gamdom ID
581501
Torneo
UTR Yokohama W01
Superficie
Hard
Ronda
Match for 3rd place
Status
finished
JSON Data
{
"match": {
"id": 21952,
"api_id": 15331074,
"gamdom_id": 581501,
"player1": "Miyu Nakashima",
"player2": "Nana Kawagishi",
"tournament": "UTR Yokohama W01",
"surface": "hard",
"round": "Match for 3rd place",
"date": "2026-01-09T02:40:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 1.8333333333333335,
"p2": 1.8333333333333335
},
"gamdom": {
"p1": 1.72,
"p2": 1.89
},
"tnnslive": {
"p1": 1.83,
"p2": 1.86
}
},
"prediction": {
"prob_p1": 0.5482,
"prob_p2": 0.4518,
"winner": 1,
"confidence": 0.5482,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 10.0,
"utr_ranking": 1049,
"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": 75.0,
"form_l10_wr": 75.0,
"form_l5_matches": 4,
"form_l10_matches": 4
},
"p2": {
"ranking": null,
"utr_singles": 10.03,
"utr_ranking": 1029,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_wins": 24,
"utr_v4_losses": 30,
"utr_v4_wr": 44.44444444444444,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 1,
"utr_v4_avg_opp_utr": 9.85,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 10.77,
"opponent_name": "Yuhan Wang"
},
{
"win": true,
"opponent_utr": 8.97,
"opponent_name": "Lunda Kumhom"
},
{
"win": false,
"opponent_utr": 10.37,
"opponent_name": "Ulyana Hrabavets"
},
{
"win": true,
"opponent_utr": 10.31,
"opponent_name": "Merel Hoedt"
},
{
"win": false,
"opponent_utr": 10.37,
"opponent_name": "Ulyana Hrabavets"
}
],
"utr_v4_synced": "2025-12-07T19:57:56.255921+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 40.0,
"form_l10_wr": 44.44444444444444,
"form_l5_matches": 5,
"form_l10_matches": 9
}
},
"utr": {
"p1": {
"score": 10.0,
"ranking": 1049,
"division": "Pro",
"is_pro": true
},
"p2": {
"score": 10.03,
"ranking": 1029,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.23882352941176463,
"utr_p2": 0.23882352941176463,
"utr_diff": 0.0,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 59.183673469387756,
"momentum_p2": 38.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.3333333333333333,
"last5_wr_diff": 0.35,
"match_load_p1": 4,
"match_load_p2": 4,
"momentum_diff": 21.183673469387756,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": 0.0,
"utr_available": 0.0,
"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": 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": 14.171326823939953,
"serve_consistency_p2": 12.260023526730116,
"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": 15.887755102040813,
"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": {}
}