Himari Sato vs Kokoro Ishikawa
UTR Yokohama W01 | Hard |
05 Ene 2026, 08:05
Predicción IA (XGBoost 1.0.0)
Himari Sato
Himari …: 56,6% Kokoro …: 43,4%
¿Por qué Himari Sato?
UTR 9,68 vs 9,00 (+0,61) — Niveles similares
Himari …
Sin datos
Kokoro …
W13-L7
65% WR
vs UTR 8,8
W4
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Himari … Kokoro … Prob Impl. P1
Sofascore 1,83 1,83 54,5%
Gamdom 1,39 2,55 71,9%
IA Fair Odds 1,77 2,31 56,6%
Edge vs Mercado: Himari …: +6,6% Kokoro …: -6,6%
Estadísticas de Jugadores
Himari Sato
Ranking #-
UTR Rating 9,68 Pro
UTR Ranking #1199
Forma L5 60% (5p)
Forma L10 60% (5p)
WR Hard 0/0 = 0,0%
Kokoro Ishikawa
Ranking #-
UTR Rating 9,00 General
UTR Ranking #2119
Forma L5 50% (0p)
Forma L10 50% (0p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
Himari Sato
Sin datos UTR v4
Kokoro Ishikawa
Record 2025 13W - 7L (65%)
Racha 4W
UTR Oponentes 8,8
Últimos 5:
W W W 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 0,1000
last3_wr_diff -0,1667
momentum_p1 40,0000
momentum_p2 50,0000
momentum_diff -10,0000
weighted_momentum_diff 5,0000
current_streak_diff -1,0000
days_since_last_match_p1 8,0000
days_since_last_match_p2 30,0000
match_load_p1 5,0000
match_load_p2 0,0000
match_load_diff 5,0000
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 12,4819
serve_consistency_p2 10,0000
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 0,6100
utr_p1 0,1894
utr_p2 0,1176
utr_advantage 6,5556
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 21627
API ID 15306026
Gamdom ID 567154
Torneo UTR Yokohama W01
Superficie Hard
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 21627,
    "api_id": 15306026,
    "gamdom_id": 567154,
    "player1": "Himari Sato",
    "player2": "Kokoro Ishikawa",
    "tournament": "UTR Yokohama W01",
    "surface": "hard",
    "round": "",
    "date": "2026-01-05T04:05:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 1.8333333333333335,
      "p2": 1.8333333333333335
    },
    "gamdom": {
      "p1": 1.39,
      "p2": 2.55
    },
    "tnnslive": {
      "p1": 1.52,
      "p2": 2.38
    }
  },
  "prediction": {
    "prob_p1": 0.5663,
    "prob_p2": 0.4337,
    "winner": 1,
    "confidence": 0.5663,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 9.68,
      "utr_ranking": 1199,
      "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": 60.0,
      "form_l10_wr": 60.0,
      "form_l5_matches": 5,
      "form_l10_matches": 5
    },
    "p2": {
      "ranking": null,
      "utr_singles": 9.0,
      "utr_ranking": 2119,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 13,
      "utr_v4_losses": 7,
      "utr_v4_wr": 65.0,
      "utr_v4_win_streak": 4,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 8.8,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Miku Kitaoka"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Natsuki Yamagami"
        },
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Miyu Sakai"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "RIA KIKUCHI"
        },
        {
          "win": false,
          "opponent_utr": 9.0,
          "opponent_name": "Kurumi Tamura"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:57:11.596023+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,
      "form_l10_wr": 50,
      "form_l5_matches": 0,
      "form_l10_matches": 0
    }
  },
  "utr": {
    "p1": {
      "score": 9.68,
      "ranking": 1199,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 9.0,
      "ranking": 2119,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.18941176470588228,
    "utr_p2": 0.11764705882352941,
    "utr_diff": 0.6099999999999994,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 40.0,
    "momentum_p2": 50.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.16666666666666669,
    "last5_wr_diff": 0.09999999999999998,
    "match_load_p1": 5,
    "match_load_p2": 0,
    "momentum_diff": -10.0,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": 6.555615260612568,
    "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": 5,
    "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": -1,
    "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": 12.481904475547935,
    "serve_consistency_p2": 10.0,
    "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": 5.0,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 8,
    "days_since_last_match_p2": 30,
    "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": {}
}