Karina Dunda vs Stella Remander
UTR PTT Belgrade Women 06 | Clay | Semifinals
20 Dic 2025, 15:35
Predicción IA (XGBoost 1.0.0)
Karina Dunda
Karina …: 52,8% Stella …: 47,3%
¿Por qué Karina Dunda?
UTR 9,00 vs 9,00 (-0,76) — Niveles similares
Karina …
Sin datos
Stella …
W16-L27
37% WR
vs UTR 9,3
W1
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Karina … Stella … Prob Impl. P1
Gamdom 2,40 1,39 41,7%
IA Fair Odds 1,90 2,12 52,8%
Estadísticas de Jugadores
Karina Dunda
Ranking #-
UTR Rating 9,00 General
UTR Ranking #2939
Forma L5 25% (4p)
Forma L10 25% (4p)
WR Clay 0/0 = 0,0%
Stella Remander
Ranking #-
UTR Rating 9,00 Pro
UTR Ranking #1334
Forma L5 25% (4p)
Forma L10 25% (4p)
WR Clay 0/0 = 0,0%
Momentum & Forma UTR
Karina Dunda
Sin datos UTR v4
Stella Remander
Record 2025 16W - 27L (37%)
Racha 1W
UTR Oponentes 9,3
Últimos 5:
W L L L 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 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 0,0000
last3_wr_diff 0,0000
momentum_p1 40,8163
momentum_p2 30,6122
momentum_diff 10,2041
weighted_momentum_diff 7,6531
current_streak_diff 2,0000
days_since_last_match_p1 1,0000
days_since_last_match_p2 0,0000
match_load_p1 4,0000
match_load_p2 4,0000
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 11,1777
serve_consistency_p2 13,6161
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 -0,7603
utr_p1 0,3648
utr_p2 0,4543
utr_advantage -6,6220
utr_both_pro 0,0000
utr_available 0,5000
utr_expected_prob 0,0000
utr_closeness 0,0000
utr_data_quality 0,0000
Top 10 Features (Modelo)
Info del Partido
Match ID 20212
API ID 15251005
Gamdom ID 541070
Torneo UTR PTT Belgrade Women 06
Superficie Clay
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 20212,
    "api_id": 15251005,
    "gamdom_id": 541070,
    "player1": "Karina Dunda",
    "player2": "Stella Remander",
    "tournament": "UTR PTT Belgrade Women 06",
    "surface": "clay",
    "round": "Semifinals",
    "date": "2025-12-20T11:35:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 2.4,
      "p2": 1.39
    },
    "tnnslive": {
      "p1": 2.53,
      "p2": 1.45
    }
  },
  "prediction": {
    "prob_p1": 0.5275,
    "prob_p2": 0.4725,
    "winner": 1,
    "confidence": 0.5275,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 9.0,
      "utr_ranking": 2939,
      "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": 25.0,
      "form_l10_wr": 25.0,
      "form_l5_matches": 4,
      "form_l10_matches": 4
    },
    "p2": {
      "ranking": null,
      "utr_singles": 9.0,
      "utr_ranking": 1334,
      "utr_division": "Pro",
      "utr_pro": false,
      "utr_v4_wins": 16,
      "utr_v4_losses": 27,
      "utr_v4_wr": 37.2093023255814,
      "utr_v4_win_streak": 1,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 9.28,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Maryia Nikitsenka"
        },
        {
          "win": false,
          "opponent_utr": 9.76,
          "opponent_name": "Daria Gorska"
        },
        {
          "win": false,
          "opponent_utr": 9.0,
          "opponent_name": "Liliya Piskun"
        },
        {
          "win": false,
          "opponent_utr": 9.22,
          "opponent_name": "Ralitsa Alexandrova"
        },
        {
          "win": true,
          "opponent_utr": 7.0,
          "opponent_name": "Sofija Milenkovic"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:58:40.806082+00:00",
      "utr_v4_available": true,
      "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": 9.0,
      "ranking": 2939,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 9.0,
      "ranking": 1334,
      "division": "Pro",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.3648421418634476,
    "utr_p2": 0.45428770006544933,
    "utr_diff": -0.7602872447170146,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 40.816326530612244,
    "momentum_p2": 30.612244897959183,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.0,
    "last5_wr_diff": 0.0,
    "match_load_p1": 4,
    "match_load_p2": 4,
    "momentum_diff": 10.204081632653061,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": -6.6219602628141585,
    "utr_available": 0.5,
    "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": 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": 2,
    "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": 11.177655251896914,
    "serve_consistency_p2": 13.616147183380619,
    "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": 7.653061224489804,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 1,
    "days_since_last_match_p2": 0,
    "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": {}
}