Parth Aggarwal vs Renaldi Aqila A Salim
UTR PTT Bali Men +H 03 | Hard |
02 Ene 2026, 06:30
Predicción IA (XGBoost 1.0.0)
Parth Aggarwal
Parth …: 50,4% Renaldi …: 49,6%
¿Por qué Parth Aggarwal?
UTR 11,93 vs 12,00 — Niveles similares
Parth …
W19-L27
41% WR
vs UTR 11,8
L4
Renaldi …
Sin datos
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (31%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Parth … Renaldi … Prob Impl. P1
Gamdom 2,55 1,40 39,2%
IA Fair Odds 1,99 2,01 50,4%
Estadísticas de Jugadores
Parth Aggarwal
Ranking #-
UTR Rating 11,93 Pro
UTR Ranking #1965
Forma L5 60% (5p)
Forma L10 38% (8p)
WR Hard 0/1 = 0,0%
Renaldi Aqila A Salim
Ranking #-
UTR Rating 12,00 Pro
UTR Ranking #1808
Forma L5 67% (3p)
Forma L10 67% (3p)
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
Renaldi Aqila A Salim
Sin datos UTR v4
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 -13,5778
surface_matches_ratio 2,0000
surface_tournaments_won_diff 0,0000
surface_wr_p1 0,0000
surface_wr_p2 0,0000
surface_wr_p1_stable 6,6667
surface_wr_p2_stable 50,0000
p1_surface_matches 2,0000
p2_surface_matches 0,0000
p1_surface_dominance -1,0000
Confianza
p1_confidence 0,3267
p2_confidence 0,3000
combined_confidence 0,3133
Servicio
serve_quality_diff 38,5710
first_serve_won_diff 51,6300
second_serve_won_diff 42,5200
bp_saved_diff 67,5000
bp_converted_diff 77,5000
aces_per_match_diff 0,0000
Forma
last5_wr_diff -0,3000
last3_wr_diff -0,1667
momentum_p1 30,0000
momentum_p2 50,0000
momentum_diff -20,0000
weighted_momentum_diff -2,5000
current_streak_diff -1,0000
days_since_last_match_p1 15,0000
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 7,2735
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 0,4565
utr_p2 0,4565
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 20508
API ID 15275173
Gamdom ID 553882
Torneo UTR PTT Bali Men +H 03
Superficie Hard
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 20508,
    "api_id": 15275173,
    "gamdom_id": 553882,
    "player1": "Parth Aggarwal",
    "player2": "Renaldi Aqila A Salim",
    "tournament": "UTR PTT Bali Men +H 03",
    "surface": "hard",
    "round": "",
    "date": "2026-01-02T02:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 2.55,
      "p2": 1.4
    },
    "tnnslive": {
      "p1": 2.6,
      "p2": 1.42
    }
  },
  "prediction": {
    "prob_p1": 0.5037,
    "prob_p2": 0.4963,
    "winner": 1,
    "confidence": 0.5037,
    "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": 60.0,
      "form_l10_wr": 37.5,
      "form_l5_matches": 5,
      "form_l10_matches": 8
    },
    "p2": {
      "ranking": null,
      "utr_singles": 12.0,
      "utr_ranking": 1808,
      "utr_division": "Pro",
      "utr_pro": false,
      "utr_v4_available": false,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 66.66666666666666,
      "form_l10_wr": 66.66666666666666,
      "form_l5_matches": 3,
      "form_l10_matches": 3
    }
  },
  "utr": {
    "p1": {
      "score": 11.93,
      "ranking": 1965,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 12.0,
      "ranking": 1808,
      "division": "Pro",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.4564705882352942,
    "utr_p2": 0.4564705882352942,
    "utr_diff": 0.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 30.0,
    "momentum_p2": 50.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 67.5,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.16666666666666669,
    "last5_wr_diff": -0.3,
    "match_load_p1": 0,
    "match_load_p2": 0,
    "momentum_diff": -20.0,
    "p1_confidence": 0.32666666666666666,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0.0,
    "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": 0.0,
    "bp_converted_diff": 77.5,
    "p1_surface_matches": 2,
    "p2_surface_matches": 0,
    "serve_quality_diff": 38.571,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": 0.0,
    "combined_confidence": 0.31333333333333335,
    "current_streak_diff": -1,
    "rank_tier_advantage": 0,
    "first_serve_won_diff": 51.629999999999995,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": -1.0,
    "serve_consistency_p1": 7.273471450030449,
    "serve_consistency_p2": 10.0,
    "surface_rank_synergy": 0.0,
    "surface_wr_p1_stable": 6.666666666666666,
    "surface_wr_p2_stable": 50.0,
    "second_serve_won_diff": 42.519999999999996,
    "surface_matches_ratio": 2.0,
    "weighted_momentum_diff": -2.5,
    "elite_surface_amplifier": 0.0,
    "days_since_last_match_p1": 15,
    "days_since_last_match_p2": 30,
    "rank_surface_mismatch_p1": 0.5,
    "rank_surface_mismatch_p2": 0.5,
    "surface_wr_diff_adjusted": -13.57777777777778,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}