Kalman L Boyd vs Ashton McLeod
UTR PTT Bonita Springs Men +H 01 | Clay |
20 Ene 2026, 00:30
Predicción IA (XGBoost 1.0.0)
Ashton McLeod
Kalman …: 48,7% Ashton …: 51,3%
¿Por qué Ashton McLeod?
Kalman …
Sin datos
Ashton …
W38-L18
68% WR
vs UTR 11,3
L2
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (31%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Kalman … Ashton … Prob Impl. P1
Sofascore 1,83 1,83 54,5%
Gamdom 1,80 1,80 55,6%
IA Fair Odds 2,05 1,95 48,7%
Edge vs Mercado: Kalman …: -1,3% Ashton …: +1,3%
Estadísticas de Jugadores
Kalman L Boyd
Ranking #-
Forma L5 50% (0p)
Forma L10 50% (0p)
WR Clay 0/0 = 0,0%
Ashton McLeod
Ranking #-
UTR Rating 12,58 Pro
UTR Ranking #1489
Forma L5 50% (0p)
Forma L10 50% (0p)
WR Clay 0/0 = 0,0%
Momentum & Forma UTR
Kalman L Boyd
Sin datos UTR v4
Ashton McLeod
Record 2025 38W - 18L (68%)
Racha 2L
UTR Oponentes 11,3
Últimos 5:
L L W W W
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 0,0000
surface_tournaments_won_diff -1,0000
surface_wr_p1 0,0000
surface_wr_p2 0,0000
surface_wr_p1_stable 50,0000
surface_wr_p2_stable 4,0000
p1_surface_matches 0,0000
p2_surface_matches 1,0000
p1_surface_dominance 0,0000
Confianza
p1_confidence 0,3000
p2_confidence 0,3133
combined_confidence 0,3067
Servicio
serve_quality_diff -62,4200
first_serve_won_diff -60,3000
second_serve_won_diff -60,9000
bp_saved_diff -42,9000
bp_converted_diff -60,0000
aces_per_match_diff -7,0000
Forma
last5_wr_diff 0,0000
last3_wr_diff 0,0000
momentum_p1 50,0000
momentum_p2 50,0000
momentum_diff 0,0000
weighted_momentum_diff 0,0000
current_streak_diff 0,0000
days_since_last_match_p1 30,0000
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 10,0000
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 0,5388
utr_p2 0,5388
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 23563
API ID 15381365
Gamdom ID 606544
Torneo UTR PTT Bonita Springs Men +H 01
Superficie Clay
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 23563,
    "api_id": 15381365,
    "gamdom_id": 606544,
    "player1": "Kalman L Boyd",
    "player2": "Ashton McLeod",
    "tournament": "UTR PTT Bonita Springs Men +H 01",
    "surface": "clay",
    "round": "",
    "date": "2026-01-19T20:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 1.8333333333333335,
      "p2": 1.8333333333333335
    },
    "gamdom": {
      "p1": 1.8,
      "p2": 1.8
    },
    "tnnslive": {
      "p1": null,
      "p2": null
    }
  },
  "prediction": {
    "prob_p1": 0.4874,
    "prob_p2": 0.5126,
    "winner": 2,
    "confidence": 0.5126,
    "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": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 50,
      "form_l10_wr": 50,
      "form_l5_matches": 0,
      "form_l10_matches": 0
    },
    "p2": {
      "ranking": null,
      "utr_singles": 12.58,
      "utr_ranking": 1489,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_wins": 38,
      "utr_v4_losses": 18,
      "utr_v4_wr": 67.85714285714286,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 2,
      "utr_v4_avg_opp_utr": 11.31,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 11.0,
          "opponent_name": "Eric Tripathi"
        },
        {
          "win": false,
          "opponent_utr": 11.0,
          "opponent_name": "Asher Brownrigg"
        },
        {
          "win": true,
          "opponent_utr": 11.0,
          "opponent_name": "Oliver Wilcox"
        },
        {
          "win": true,
          "opponent_utr": 11.0,
          "opponent_name": "Jera Staley"
        },
        {
          "win": true,
          "opponent_utr": 11.0,
          "opponent_name": "Marcus Nield"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:55:32.622306+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,
      "form_l10_wr": 50,
      "form_l5_matches": 0,
      "form_l10_matches": 0
    }
  },
  "utr": {
    "p1": {
      "score": null,
      "ranking": null,
      "division": null,
      "is_pro": null
    },
    "p2": {
      "score": 12.58,
      "ranking": 1489,
      "division": "Pro",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.5388235294117647,
    "utr_p2": 0.5388235294117647,
    "utr_diff": 0.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 50.0,
    "momentum_p2": 50.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": -42.9,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.0,
    "last5_wr_diff": 0.0,
    "match_load_p1": 0,
    "match_load_p2": 0,
    "momentum_diff": 0.0,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3133333333333333,
    "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": 0,
    "surface_wr_diff": 0,
    "bp_converted_diff": -60.0,
    "p1_surface_matches": 0,
    "p2_surface_matches": 1,
    "serve_quality_diff": -62.42,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": -7.0,
    "combined_confidence": 0.30666666666666664,
    "current_streak_diff": 0,
    "rank_tier_advantage": 0,
    "first_serve_won_diff": -60.3,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": 0.0,
    "serve_consistency_p1": 10.0,
    "serve_consistency_p2": 10.0,
    "surface_rank_synergy": 0.0,
    "surface_wr_p1_stable": 50.0,
    "surface_wr_p2_stable": 4.0,
    "second_serve_won_diff": -60.9,
    "surface_matches_ratio": 0.0,
    "weighted_momentum_diff": 0.0,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 30,
    "days_since_last_match_p2": 30,
    "rank_surface_mismatch_p1": 0.5,
    "rank_surface_mismatch_p2": 0.5,
    "surface_wr_diff_adjusted": 14.106666666666666,
    "surface_tournaments_won_diff": -1
  },
  "feature_importance": {}
}