Arabelle Mancini vs Gurmanat Kaur Sandhu
UTR PTT Melbourne Women 01 | Hard |
10 Dec 2025, 02:10
Sofascore
Predicción IA (XGBoost 1.0.0)
Gurmanat Kaur Sandhu
Arabelle …: 35.5% Gurmanat …: 64.5%
¿Por qué Gurmanat Kaur Sandhu?
UTR 8.00 vs 9.57 (-1.57) — Ligera ventaja
Arabelle …
W60-L29
67% WR
vs UTR 7.8
L1
Gurmanat …
W35-L20
64% WR
vs UTR 8.7
W1
Confianza media | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Arabelle … Gurmanat … Prob Impl. P1
IA Fair Odds 2.82 1.55 35.5%
Estadísticas de Jugadores
Arabelle Mancini
Ranking #-
UTR Rating 8.00 Junior
UTR Ranking #1326
Forma L5 50% (2p)
Forma L10 50% (2p)
WR Hard 0/0 = 0.0%
Gurmanat Kaur Sandhu
Ranking #-
UTR Rating 9.57 Junior
UTR Ranking #572
Forma L5 50% (2p)
Forma L10 50% (2p)
WR Hard 0/0 = 0.0%
Momentum & Forma UTR
Arabelle Mancini
Record 2025 60W - 29L (67%)
Racha 1L
UTR Oponentes 7.8
Últimos 5:
L W L W W
Gurmanat Kaur Sandhu
Record 2025 35W - 20L (64%)
Racha 1W
UTR Oponentes 8.7
Últimos 5:
W L L W L
Análisis Momentum
Gurmanat Kaur Sandhu ha enfrentado oponentes más fuertes (UTR 8.7 vs 7.8).
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 57.1429
momentum_p2 42.8571
momentum_diff 14.2857
weighted_momentum_diff 10.7143
current_streak_diff 2.0000
days_since_last_match_p1 0.0000
days_since_last_match_p2 2.0000
match_load_p1 2.0000
match_load_p2 2.0000
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 5.9113
serve_consistency_p2 0.4386
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 -1.5700
utr_p1 0.0000
utr_p2 0.1847
utr_advantage -17.8714
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 18917
API ID 15182926
Gamdom ID -
Torneo UTR PTT Melbourne Women 01
Superficie Hard
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 18917,
    "api_id": 15182926,
    "gamdom_id": null,
    "player1": "Arabelle Mancini",
    "player2": "Gurmanat Kaur Sandhu",
    "tournament": "UTR PTT Melbourne Women 01",
    "surface": "hard",
    "round": "",
    "date": "2025-12-10T02:10:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": null,
      "p2": null
    },
    "tnnslive": {
      "p1": null,
      "p2": null
    }
  },
  "prediction": {
    "prob_p1": 0.3546,
    "prob_p2": 0.6454,
    "winner": 2,
    "confidence": 0.6454,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 8.0,
      "utr_ranking": 1326,
      "utr_division": "Junior",
      "utr_pro": false,
      "utr_v4_wins": 60,
      "utr_v4_losses": 29,
      "utr_v4_wr": 67.41573033707866,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 7.75,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 9.0,
          "opponent_name": "Scarlett DATTOLI"
        },
        {
          "win": true,
          "opponent_utr": 7.0,
          "opponent_name": "Hazel KADERA"
        },
        {
          "win": false,
          "opponent_utr": 9.0,
          "opponent_name": "Emilie CHEN"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Dayna Harrison"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Aimee Jin"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:55:28.578964+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 50.0,
      "form_l10_wr": 50.0,
      "form_l5_matches": 2,
      "form_l10_matches": 2
    },
    "p2": {
      "ranking": null,
      "utr_singles": 9.57,
      "utr_ranking": 572,
      "utr_division": "Junior",
      "utr_pro": true,
      "utr_v4_wins": 35,
      "utr_v4_losses": 20,
      "utr_v4_wr": 63.63636363636363,
      "utr_v4_win_streak": 1,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 8.68,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Piper Freeman"
        },
        {
          "win": false,
          "opponent_utr": 9.65,
          "opponent_name": "Elena Jamshidi"
        },
        {
          "win": false,
          "opponent_utr": 10.66,
          "opponent_name": "Sujeong Jang"
        },
        {
          "win": true,
          "opponent_utr": 9.51,
          "opponent_name": "Cara Korhonen"
        },
        {
          "win": false,
          "opponent_utr": 10.23,
          "opponent_name": "Monique Barry"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:56:33.259369+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 50.0,
      "form_l10_wr": 50.0,
      "form_l5_matches": 2,
      "form_l10_matches": 2
    }
  },
  "utr": {
    "p1": {
      "score": 8.0,
      "ranking": 1326,
      "division": "Junior",
      "is_pro": false
    },
    "p2": {
      "score": 9.57,
      "ranking": 572,
      "division": "Junior",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.0,
    "utr_p2": 0.18470588235294122,
    "utr_diff": -1.5700000000000003,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 57.14285714285715,
    "momentum_p2": 42.85714285714286,
    "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": 2,
    "match_load_p2": 2,
    "momentum_diff": 14.285714285714292,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": -17.871371656232217,
    "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": 2,
    "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": 5.911330049261089,
    "serve_consistency_p2": 0.4385964912280613,
    "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": 10.714285714285722,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 0,
    "days_since_last_match_p2": 2,
    "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": {}
}