Kashish Bhatia vs Danica Fernando
UTR PTT Bengaluru Women 01 | Hard |
13 Ene 2026, 12:20
Predicción IA (XGBoost 1.0.0)
Kashish Bhatia
Kashish …: 52,0% Danica …: 48,0%
¿Por qué Kashish Bhatia?
UTR 8,00 vs 8,00 — Niveles similares
Kashish …
W3-L6
33% WR
vs UTR 8,5
L4
Danica …
W8-L8
50% WR
vs UTR 8,0
L1
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Kashish … Danica … Prob Impl. P1
Gamdom 2,25 1,44 44,4%
IA Fair Odds 1,92 2,08 52,0%
Estadísticas de Jugadores
Kashish Bhatia
Ranking #-
UTR Rating 8,00 General
UTR Ranking #7113
Forma L5 100% (1p)
Forma L10 100% (1p)
WR Hard 0/0 = 0,0%
Danica Fernando
Ranking #-
UTR Rating 8,00 General
UTR Ranking #6195
Forma L5 0% (1p)
Forma L10 0% (1p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
Kashish Bhatia
Record 2025 3W - 6L (33%)
Racha 4L
UTR Oponentes 8,5
Últimos 5:
L L L L W
Danica Fernando
Record 2025 8W - 8L (50%)
Racha 1L
UTR Oponentes 8,0
Últimos 5:
L W L W W
Análisis Momentum
Kashish Bhatia ha enfrentado oponentes más fuertes (UTR 8,5 vs 8,0).
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 0,0000
last3_wr_diff 0,0000
momentum_p1 50,0000
momentum_p2 50,0000
momentum_diff 0,0000
weighted_momentum_diff 0,0000
current_streak_diff 0,0000
days_since_last_match_p1 30,0000
days_since_last_match_p2 30,0000
match_load_p1 0,0000
match_load_p2 0,0000
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 10,0000
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 0,0000
utr_p1 0,0000
utr_p2 0,0000
utr_advantage 0,0000
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 22180
API ID 15335119
Gamdom ID 583552
Torneo UTR PTT Bengaluru Women 01
Superficie Hard
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 22180,
    "api_id": 15335119,
    "gamdom_id": 583552,
    "player1": "Kashish Bhatia",
    "player2": "Danica Fernando",
    "tournament": "UTR PTT Bengaluru Women 01",
    "surface": "hard",
    "round": "",
    "date": "2026-01-13T08:20:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 2.25,
      "p2": 1.44
    },
    "tnnslive": {
      "p1": 2.59,
      "p2": 1.45
    }
  },
  "prediction": {
    "prob_p1": 0.5201,
    "prob_p2": 0.4799,
    "winner": 1,
    "confidence": 0.5201,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 8.0,
      "utr_ranking": 7113,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 3,
      "utr_v4_losses": 6,
      "utr_v4_wr": 33.33333333333333,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 4,
      "utr_v4_avg_opp_utr": 8.49,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 8.0,
          "opponent_name": "Ananya Pallath Hooli"
        },
        {
          "win": false,
          "opponent_utr": 8.0,
          "opponent_name": "Saumya Ronde"
        },
        {
          "win": false,
          "opponent_utr": 8.74,
          "opponent_name": "Yashaswini Panwar"
        },
        {
          "win": false,
          "opponent_utr": 8.0,
          "opponent_name": "Riya Sachdeva"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Harsshali Mandavkar"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:57:06.752224+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 100.0,
      "form_l10_wr": 100.0,
      "form_l5_matches": 1,
      "form_l10_matches": 1
    },
    "p2": {
      "ranking": null,
      "utr_singles": 8.0,
      "utr_ranking": 6195,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 8,
      "utr_v4_losses": 8,
      "utr_v4_wr": 50.0,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 7.97,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 8.0,
          "opponent_name": "Disha Behera"
        },
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Harshini Nagaraj"
        },
        {
          "win": false,
          "opponent_utr": 9.8,
          "opponent_name": "Akanksha Dileep Nitture"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Saumya Ronde"
        },
        {
          "win": true,
          "opponent_utr": 8.72,
          "opponent_name": "POOJA INGALE"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:55:53.947743+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 0.0,
      "form_l10_wr": 0.0,
      "form_l5_matches": 1,
      "form_l10_matches": 1
    }
  },
  "utr": {
    "p1": {
      "score": 8.0,
      "ranking": 7113,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 8.0,
      "ranking": 6195,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.0,
    "utr_p2": 0.0,
    "utr_diff": 0.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 50.0,
    "momentum_p2": 50.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.0,
    "last5_wr_diff": 0.0,
    "match_load_p1": 0,
    "match_load_p2": 0,
    "momentum_diff": 0.0,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": 0.0,
    "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": 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": 10.0,
    "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": 0.0,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 30,
    "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": {}
}