Sam Bakker vs Claudio Renardi Lumanau
UTR PTT Bali Men +H 03 | Hard | Semifinals
03 Ene 2026, 06:15
Predicción IA (XGBoost 1.0.0)
Sam Bakker
Sam …: 53,3% Claudio …: 46,7%
¿Por qué Sam Bakker?
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Sam … Claudio … Prob Impl. P1
Gamdom 1,35 2,70 74,1%
IA Fair Odds 1,88 2,14 53,3%
Estadísticas de Jugadores
Sam Bakker
Ranking #-
UTR Rating 11,00 General
UTR Ranking #6530
Forma L5 0% (3p)
Forma L10 0% (3p)
WR Hard 0/0 = 0,0%
Claudio Renardi Lumanau
Ranking #-
Forma L5 25% (4p)
Forma L10 25% (4p)
WR Hard 0/0 = 0,0%
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 -0,2500
last3_wr_diff -0,3333
momentum_p1 0,0000
momentum_p2 20,4082
momentum_diff -20,4082
weighted_momentum_diff -15,3061
current_streak_diff -1,0000
days_since_last_match_p1 0,0000
days_since_last_match_p2 1,0000
match_load_p1 3,0000
match_load_p2 4,0000
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 11,1648
serve_consistency_p2 17,0718
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 0,3529
utr_p2 0,3529
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 21014
API ID 15306002
Gamdom ID 567031
Torneo UTR PTT Bali Men +H 03
Superficie Hard
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 21014,
    "api_id": 15306002,
    "gamdom_id": 567031,
    "player1": "Sam Bakker",
    "player2": "Claudio Renardi Lumanau",
    "tournament": "UTR PTT Bali Men +H 03",
    "surface": "hard",
    "round": "Semifinals",
    "date": "2026-01-03T02:15:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 1.35,
      "p2": 2.7
    },
    "tnnslive": {
      "p1": 1.37,
      "p2": 2.81
    }
  },
  "prediction": {
    "prob_p1": 0.5333,
    "prob_p2": 0.4667,
    "winner": 1,
    "confidence": 0.5333,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 11.0,
      "utr_ranking": 6530,
      "utr_division": "General",
      "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": 0.0,
      "form_l10_wr": 0.0,
      "form_l5_matches": 3,
      "form_l10_matches": 3
    },
    "p2": {
      "ranking": null,
      "utr_singles": null,
      "utr_ranking": null,
      "utr_division": null,
      "utr_pro": null,
      "utr_v4_available": false,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 25.0,
      "form_l10_wr": 25.0,
      "form_l5_matches": 4,
      "form_l10_matches": 4
    }
  },
  "utr": {
    "p1": {
      "score": 11.0,
      "ranking": 6530,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": null,
      "ranking": null,
      "division": null,
      "is_pro": null
    }
  },
  "features": {
    "utr_p1": 0.35294117647058826,
    "utr_p2": 0.35294117647058826,
    "utr_diff": 0.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 0.0,
    "momentum_p2": 20.408163265306122,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.3333333333333333,
    "last5_wr_diff": -0.25,
    "match_load_p1": 3,
    "match_load_p2": 4,
    "momentum_diff": -20.408163265306122,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 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": -1,
    "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": 11.164797867539757,
    "serve_consistency_p2": 17.071751095195303,
    "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": -15.306122448979593,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 0,
    "days_since_last_match_p2": 1,
    "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": {}
}