Barbora Krejcikova vs Malene Helgo
United Cup | Hard |
05 Ene 2026, 03:30
Predicción IA (XGBoost 1.0.0)
Barbora Krejcikova
Barbora …: 91,5% Malene …: 8,5%
¿Por qué Barbora Krejcikova?
UTR 12,41 vs 10,96 (+1,44) — Ligera ventaja
Barbora …
Sin datos
Malene …
W23-L26
47% WR
vs UTR 10,9
L4
Alta confianza | Tier: ?
Comparativo de Odds
Fuente Barbora … Malene … Prob Impl. P1
Sofascore 1,07 9,00 93,3%
Gamdom 1,05 10,00 95,2%
IA Fair Odds 1,09 11,72 91,5%
Edge vs Mercado: Barbora …: +2,1% Malene …: -2,1%
Estadísticas de Jugadores
Barbora Krejcikova
Ranking #58
UTR Rating 12,41 Pro
UTR Ranking #31
Forma L5 40% (5p)
Forma L10 60% (10p)
WR Hard 11/17 = 64,7%
Malene Helgo
Ranking #-
UTR Rating 10,96 Pro
UTR Ranking #520
Forma L5 0% (3p)
Forma L10 0% (3p)
WR Hard 0/3 = 0,0%
Momentum & Forma UTR
Barbora Krejcikova
Sin datos UTR v4
Malene Helgo
Record 2025 23W - 26L (47%)
Racha 4L
UTR Oponentes 10,9
Últimos 5:
L L L L W
Features del Modelo XGBoost (60 features)
Rankings
rank_advantage 435,0000
rank_ratio 7,6923
log_rank_ratio 2,0402
rank_tier_advantage 2,0000
points_diff 990,0000
best_rank_diff 498,0000
Superficie
surface_wr_diff 64,7059
surface_wr_diff_adjusted 24,1778
surface_matches_ratio 5,6667
surface_tournaments_won_diff 0,0000
surface_wr_p1 64,7059
surface_wr_p2 0,0000
surface_wr_p1_stable 61,9048
surface_wr_p2_stable 8,5714
p1_surface_matches 17,0000
p2_surface_matches 3,0000
p1_surface_dominance 0,2941
Confianza
p1_confidence 0,5667
p2_confidence 0,3400
combined_confidence 0,4533
Servicio
serve_quality_diff 19,2620
first_serve_won_diff 17,2059
second_serve_won_diff 23,1118
bp_saved_diff 2,7000
bp_converted_diff -52,8706
aces_per_match_diff 1,8627
Forma
last5_wr_diff 0,4000
last3_wr_diff 0,3333
momentum_p1 28,0000
momentum_p2 0,0000
momentum_diff 28,0000
weighted_momentum_diff 33,3486
current_streak_diff 0,0000
days_since_last_match_p1 26,0000
days_since_last_match_p2 281,0000
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 0,7669
winner_ue_ratio_p2 0,0000
tiebreak_wr_p1 1,0000
tiebreak_wr_p2 0,0000
serve_consistency_p1 14,0600
serve_consistency_p2 5,6061
Interacción
surface_rank_synergy 132,0143
rank_surface_mismatch_p1 0,2879
rank_surface_mismatch_p2 0,0650
elite_surface_amplifier 129,4118
UTR
utr_diff 1,4400
utr_p1 0,5200
utr_p2 0,3506
utr_advantage 12,3077
utr_both_pro 1,0000
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 21152
API ID 15141989
Gamdom ID 479629
Torneo United Cup
Superficie Hard
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 21152,
    "api_id": 15141989,
    "gamdom_id": 479629,
    "player1": "Barbora Krejcikova",
    "player2": "Malene Helgo",
    "tournament": "United Cup",
    "surface": "hard",
    "round": "",
    "date": "2026-01-04T23:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 1.0714285714285714,
      "p2": 9.0
    },
    "gamdom": {
      "p1": 1.05,
      "p2": 10.0
    },
    "tnnslive": {
      "p1": 1.05,
      "p2": 9.72
    }
  },
  "prediction": {
    "prob_p1": 0.9147,
    "prob_p2": 0.0853,
    "winner": 1,
    "confidence": 0.9147,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": 58,
      "utr_singles": 12.41,
      "utr_ranking": 31,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_available": false,
      "wr_surface": 64.70588235294117,
      "wr_surface_wins": 11,
      "wr_surface_total": 17,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 40.0,
      "form_l10_wr": 60.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    },
    "p2": {
      "ranking": null,
      "utr_singles": 10.96,
      "utr_ranking": 520,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_wins": 23,
      "utr_v4_losses": 26,
      "utr_v4_wr": 46.93877551020408,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 4,
      "utr_v4_avg_opp_utr": 10.88,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 11.46,
          "opponent_name": "Anna Siskova"
        },
        {
          "win": false,
          "opponent_utr": 11.76,
          "opponent_name": "Bernarda Pera"
        },
        {
          "win": false,
          "opponent_utr": 9.0,
          "opponent_name": "Heerae Im"
        },
        {
          "win": false,
          "opponent_utr": 11.75,
          "opponent_name": "Hanyu Guo"
        },
        {
          "win": true,
          "opponent_utr": 10.16,
          "opponent_name": "Alyssa Reguer"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:57:32.181511+00:00",
      "utr_v4_available": true,
      "wr_surface": 0.0,
      "wr_surface_wins": 0,
      "wr_surface_total": 3,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 0.0,
      "form_l10_wr": 0.0,
      "form_l5_matches": 3,
      "form_l10_matches": 3
    }
  },
  "utr": {
    "p1": {
      "score": 12.41,
      "ranking": 31,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 10.96,
      "ranking": 520,
      "division": "Pro",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.52,
    "utr_p2": 0.3505882352941177,
    "utr_diff": 1.4399999999999995,
    "rank_ratio": 7.6923076923076925,
    "h2h_matches": 0,
    "momentum_p1": 28.000000000000004,
    "momentum_p2": 0.0,
    "points_diff": 990,
    "utr_both_pro": 1.0,
    "bp_saved_diff": 2.700000000000003,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.3333333333333333,
    "last5_wr_diff": 0.4,
    "match_load_p1": 0,
    "match_load_p2": 0,
    "momentum_diff": 28.000000000000004,
    "p1_confidence": 0.5666666666666667,
    "p2_confidence": 0.33999999999999997,
    "surface_wr_p1": 64.70588235294117,
    "surface_wr_p2": 0,
    "utr_advantage": 12.307692307692305,
    "utr_available": 1.0,
    "best_rank_diff": 498,
    "h2h_on_surface": 0,
    "log_rank_ratio": 2.0402208285265546,
    "rank_advantage": 435,
    "tiebreak_wr_p1": 1.0,
    "tiebreak_wr_p2": 0.0,
    "h2h_win_rate_p1": 0.5,
    "match_load_diff": 0,
    "surface_wr_diff": 64.70588235294117,
    "bp_converted_diff": -52.870588235294115,
    "p1_surface_matches": 17,
    "p2_surface_matches": 3,
    "serve_quality_diff": 19.26196078431372,
    "winner_ue_ratio_p1": 0.7668711656441718,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": 1.8627450980392155,
    "combined_confidence": 0.4533333333333333,
    "current_streak_diff": 0,
    "rank_tier_advantage": 2,
    "first_serve_won_diff": 17.20588235294118,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": 0.29411764705882354,
    "serve_consistency_p1": 14.059959100246418,
    "serve_consistency_p2": 5.606060606060602,
    "surface_rank_synergy": 132.01428890465942,
    "surface_wr_p1_stable": 61.904761904761905,
    "surface_wr_p2_stable": 8.571428571428571,
    "second_serve_won_diff": 23.111764705882354,
    "surface_matches_ratio": 5.666666666666667,
    "weighted_momentum_diff": 33.34857142857143,
    "elite_surface_amplifier": 129.41176470588235,
    "days_since_last_match_p1": 26,
    "days_since_last_match_p2": 281,
    "rank_surface_mismatch_p1": 0.28794117647058837,
    "rank_surface_mismatch_p2": 0.06499999999999995,
    "surface_wr_diff_adjusted": 24.177777777777777,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}