Parth Aggarwal vs Jacob Kailiang Shen
UTR PTT Bali Men +H 03 | Hard | Semifinals
03 Ene 2026, 06:30
Predicción IA (XGBoost 1.0.0)
Parth Aggarwal
Parth …: 63,1% Jacob …: 36,9%
¿Por qué Parth Aggarwal?
UTR 11,93 vs 11,00 (+0,88) — Niveles similares
Parth …
W19-L27
41% WR
vs UTR 11,8
L4
Jacob …
W27-L25
52% WR
vs UTR 10,8
L1
Confianza media | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (31%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Parth … Jacob … Prob Impl. P1
Gamdom 1,33 2,80 75,2%
IA Fair Odds 1,59 2,71 63,1%
Estadísticas de Jugadores
Parth Aggarwal
Ranking #-
UTR Rating 11,93 Pro
UTR Ranking #1965
Forma L5 40% (5p)
Forma L10 33% (9p)
WR Hard 0/1 = 0,0%
Jacob Kailiang Shen
Ranking #-
UTR Rating 11,00 General
UTR Ranking #7047
Forma L5 20% (5p)
Forma L10 13% (8p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
Parth Aggarwal
Record 2025 19W - 27L (41%)
Racha 4L
UTR Oponentes 11,8
Últimos 5:
L L L L W
Jacob Kailiang Shen
Record 2025 27W - 25L (52%)
Racha 1L
UTR Oponentes 10,8
Últimos 5:
L W L L L
Análisis Momentum
Parth Aggarwal ha enfrentado oponentes más fuertes (UTR 11,8 vs 10,8).
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 -14,1067
surface_matches_ratio 1,0000
surface_tournaments_won_diff 0,0000
surface_wr_p1 0,0000
surface_wr_p2 0,0000
surface_wr_p1_stable 4,0000
surface_wr_p2_stable 50,0000
p1_surface_matches 1,0000
p2_surface_matches 0,0000
p1_surface_dominance -1,0000
Confianza
p1_confidence 0,3133
p2_confidence 0,3000
combined_confidence 0,3067
Servicio
serve_quality_diff 34,6800
first_serve_won_diff 44,1000
second_serve_won_diff 42,1000
bp_saved_diff 75,0000
bp_converted_diff 100,0000
aces_per_match_diff 0,0000
Forma
last5_wr_diff 0,2000
last3_wr_diff 0,3333
momentum_p1 50,0000
momentum_p2 40,0000
momentum_diff 10,0000
weighted_momentum_diff 7,5000
current_streak_diff -2,0000
days_since_last_match_p1 0,0000
days_since_last_match_p2 0,0000
match_load_p1 4,0000
match_load_p2 3,0000
match_load_diff 1,0000
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 6,1659
serve_consistency_p2 7,1077
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 0,8800
utr_p1 0,4565
utr_p2 0,3529
utr_advantage 7,6923
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 21012
API ID 15306003
Gamdom ID 567030
Torneo UTR PTT Bali Men +H 03
Superficie Hard
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 21012,
    "api_id": 15306003,
    "gamdom_id": 567030,
    "player1": "Parth Aggarwal",
    "player2": "Jacob Kailiang Shen",
    "tournament": "UTR PTT Bali Men +H 03",
    "surface": "hard",
    "round": "Semifinals",
    "date": "2026-01-03T02:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 1.33,
      "p2": 2.8
    },
    "tnnslive": {
      "p1": 1.36,
      "p2": 2.8
    }
  },
  "prediction": {
    "prob_p1": 0.6306,
    "prob_p2": 0.3694,
    "winner": 1,
    "confidence": 0.6306,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 11.93,
      "utr_ranking": 1965,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_wins": 19,
      "utr_v4_losses": 27,
      "utr_v4_wr": 41.30434782608695,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 4,
      "utr_v4_avg_opp_utr": 11.84,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 12.63,
          "opponent_name": "Grigoriy Lomakin"
        },
        {
          "win": false,
          "opponent_utr": 12.04,
          "opponent_name": "Jim Hendrikx"
        },
        {
          "win": false,
          "opponent_utr": 12.39,
          "opponent_name": "Alexey Aleshchev"
        },
        {
          "win": false,
          "opponent_utr": 11.0,
          "opponent_name": "Raffael Gasanov"
        },
        {
          "win": true,
          "opponent_utr": 11.0,
          "opponent_name": "Priyanshu Choudhary"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:58:08.494961+00:00",
      "utr_v4_available": true,
      "wr_surface": 0.0,
      "wr_surface_wins": 0,
      "wr_surface_total": 1,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 40.0,
      "form_l10_wr": 33.33333333333333,
      "form_l5_matches": 5,
      "form_l10_matches": 9
    },
    "p2": {
      "ranking": null,
      "utr_singles": 11.0,
      "utr_ranking": 7047,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 27,
      "utr_v4_losses": 25,
      "utr_v4_wr": 51.92307692307693,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 10.75,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 12.13,
          "opponent_name": "Yuya Hirose"
        },
        {
          "win": true,
          "opponent_utr": 11.0,
          "opponent_name": "Hayato Takamura"
        },
        {
          "win": false,
          "opponent_utr": 11.0,
          "opponent_name": "Tokitaka Ito"
        },
        {
          "win": false,
          "opponent_utr": 12.97,
          "opponent_name": "Ryotaro Matsumura"
        },
        {
          "win": false,
          "opponent_utr": 11.0,
          "opponent_name": "Kaito Tagami"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:56:46.174092+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 20.0,
      "form_l10_wr": 12.5,
      "form_l5_matches": 5,
      "form_l10_matches": 8
    }
  },
  "utr": {
    "p1": {
      "score": 11.93,
      "ranking": 1965,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 11.0,
      "ranking": 7047,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.4564705882352942,
    "utr_p2": 0.35294117647058826,
    "utr_diff": 0.8800000000000008,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 50.0,
    "momentum_p2": 40.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 75.0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.3333333333333333,
    "last5_wr_diff": 0.2,
    "match_load_p1": 4,
    "match_load_p2": 3,
    "momentum_diff": 10.0,
    "p1_confidence": 0.3133333333333333,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": 7.692307692307699,
    "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": 1,
    "surface_wr_diff": 0,
    "bp_converted_diff": 100.0,
    "p1_surface_matches": 1,
    "p2_surface_matches": 0,
    "serve_quality_diff": 34.68,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": 0,
    "combined_confidence": 0.30666666666666664,
    "current_streak_diff": -2,
    "rank_tier_advantage": 0,
    "first_serve_won_diff": 44.1,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": -1.0,
    "serve_consistency_p1": 6.165905868949481,
    "serve_consistency_p2": 7.10769757868134,
    "surface_rank_synergy": 0.0,
    "surface_wr_p1_stable": 4.0,
    "surface_wr_p2_stable": 50.0,
    "second_serve_won_diff": 42.1,
    "surface_matches_ratio": 1.0,
    "weighted_momentum_diff": 7.5,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 0,
    "days_since_last_match_p2": 0,
    "rank_surface_mismatch_p1": 0.5,
    "rank_surface_mismatch_p2": 0.5,
    "surface_wr_diff_adjusted": -14.106666666666666,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}