Miyu Nakashima vs Nana Kawagishi
UTR Yokohama W01 | Hard | Match for 3rd place
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": {}
}