Toby Alex Kodat vs Davide Tortora
UTR PTT Bonita Springs Men +H 01 | Clay |
19 Ene 2026, 22:55
Predicción IA (XGBoost 1.0.0)
Toby Alex Kodat
Toby …: 70,6% Davide …: 29,4%
¿Por qué Toby Alex Kodat?
Confianza media | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (31%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Toby … Davide … Prob Impl. P1
Sofascore 1,25 3,75 80,0%
Gamdom 1,21 3,55 82,6%
IA Fair Odds 1,42 3,40 70,6%
Edge vs Mercado: Toby …: -4,4% Davide …: +4,4%
Estadísticas de Jugadores
Toby Alex Kodat
Ranking #-
Forma L5 33% (3p)
Forma L10 33% (3p)
WR Clay 12/20 = 60,0%
Davide Tortora
Ranking #-
UTR Rating 12,00 General
UTR Ranking #1706
Forma L5 80% (5p)
Forma L10 67% (6p)
WR Clay 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 50,0000
surface_wr_diff_adjusted 2,2788
surface_matches_ratio 2,0000
surface_tournaments_won_diff 0,0000
surface_wr_p1 50,0000
surface_wr_p2 0,0000
surface_wr_p1_stable 57,2727
surface_wr_p2_stable 50,0000
p1_surface_matches 2,0000
p2_surface_matches 0,0000
p1_surface_dominance 0,0000
Confianza
p1_confidence 0,3267
p2_confidence 0,3000
combined_confidence 0,3133
Servicio
serve_quality_diff 37,0000
first_serve_won_diff 50,0000
second_serve_won_diff 40,0000
bp_saved_diff 37,5000
bp_converted_diff 0,0000
aces_per_match_diff 0,0000
Forma
last5_wr_diff -0,4667
last3_wr_diff -0,6667
momentum_p1 33,3333
momentum_p2 92,0000
momentum_diff -58,6667
weighted_momentum_diff -43,3333
current_streak_diff -4,0000
days_since_last_match_p1 168,0000
days_since_last_match_p2 29,0000
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 8,6838
serve_consistency_p2 5,3011
Interacción
surface_rank_synergy 0,0000
rank_surface_mismatch_p1 0,0000
rank_surface_mismatch_p2 0,5000
elite_surface_amplifier 0,0000
UTR
utr_diff 0,0000
utr_p1 0,4706
utr_p2 0,4706
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 23564
API ID 15381391
Gamdom ID 606550
Torneo UTR PTT Bonita Springs Men +H 01
Superficie Clay
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 23564,
    "api_id": 15381391,
    "gamdom_id": 606550,
    "player1": "Toby Alex Kodat",
    "player2": "Davide Tortora",
    "tournament": "UTR PTT Bonita Springs Men +H 01",
    "surface": "clay",
    "round": "",
    "date": "2026-01-19T18:55:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 1.25,
      "p2": 3.75
    },
    "gamdom": {
      "p1": 1.21,
      "p2": 3.55
    },
    "tnnslive": {
      "p1": 1.22,
      "p2": 3.89
    }
  },
  "prediction": {
    "prob_p1": 0.7062,
    "prob_p2": 0.2938,
    "winner": 1,
    "confidence": 0.7062,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": null,
      "utr_ranking": null,
      "utr_division": null,
      "utr_pro": null,
      "utr_v4_available": false,
      "wr_surface": 60.0,
      "wr_surface_wins": 12,
      "wr_surface_total": 20,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 33.33333333333333,
      "form_l10_wr": 33.33333333333333,
      "form_l5_matches": 3,
      "form_l10_matches": 3
    },
    "p2": {
      "ranking": null,
      "utr_singles": 12.0,
      "utr_ranking": 1706,
      "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": 80.0,
      "form_l10_wr": 66.66666666666666,
      "form_l5_matches": 5,
      "form_l10_matches": 6
    }
  },
  "utr": {
    "p1": {
      "score": null,
      "ranking": null,
      "division": null,
      "is_pro": null
    },
    "p2": {
      "score": 12.0,
      "ranking": 1706,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.47058823529411764,
    "utr_p2": 0.47058823529411764,
    "utr_diff": 0.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 33.33333333333333,
    "momentum_p2": 92.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 37.5,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.6666666666666667,
    "last5_wr_diff": -0.46666666666666673,
    "match_load_p1": 0,
    "match_load_p2": 0,
    "momentum_diff": -58.66666666666667,
    "p1_confidence": 0.32666666666666666,
    "p2_confidence": 0.3,
    "surface_wr_p1": 50.0,
    "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": 50.0,
    "bp_converted_diff": 0,
    "p1_surface_matches": 2,
    "p2_surface_matches": 0,
    "serve_quality_diff": 37.0,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": 0,
    "combined_confidence": 0.31333333333333335,
    "current_streak_diff": -4,
    "rank_tier_advantage": 0,
    "first_serve_won_diff": 50.0,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": 0.0,
    "serve_consistency_p1": 8.683767488255846,
    "serve_consistency_p2": 5.301108488598503,
    "surface_rank_synergy": 0.0,
    "surface_wr_p1_stable": 57.27272727272728,
    "surface_wr_p2_stable": 50.0,
    "second_serve_won_diff": 40.0,
    "surface_matches_ratio": 2.0,
    "weighted_momentum_diff": -43.333333333333336,
    "elite_surface_amplifier": 0.0,
    "days_since_last_match_p1": 168,
    "days_since_last_match_p2": 29,
    "rank_surface_mismatch_p1": 0.0,
    "rank_surface_mismatch_p2": 0.5,
    "surface_wr_diff_adjusted": 2.2787878787878815,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}