Pippa Bosman vs Anastasia Kulikova
UTR PTT Arnhem Women 01 | Hard |
02 Ene 2026, 15:15
Sofascore
Predicción IA (XGBoost 1.0.0)
Anastasia Kulikova
Pippa …: 11,8% Anastasia …: 88,2%
¿Por qué Anastasia Kulikova?
UTR 8,00 vs 11,03 (-3,03) — Ventaja clara
Pippa …
W30-L24
56% WR
vs UTR 8,1
L2
Anastasia …
Sin datos
Alta confianza | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (35%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Pippa … Anastasia … Prob Impl. P1
Gamdom 8,00 1,01 12,5%
IA Fair Odds 8,49 1,13 11,8%
Estadísticas de Jugadores
Pippa Bosman
Ranking #-
UTR Rating 8,00 General
UTR Ranking #5693
Forma L5 0% (3p)
Forma L10 0% (3p)
WR Hard 0/0 = 0,0%
Anastasia Kulikova
Ranking #497
UTR Rating 11,03 Pro
UTR Ranking #478
Forma L5 60% (5p)
Forma L10 60% (10p)
WR Hard 5/10 = 50,0%
Momentum & Forma UTR
Pippa Bosman
Record 2025 30W - 24L (56%)
Racha 2L
UTR Oponentes 8,1
Últimos 5:
L L W W L
Anastasia Kulikova
Sin datos UTR v4
Features del Modelo XGBoost (60 features)
Rankings
rank_advantage -3,0000
rank_ratio 0,9940
log_rank_ratio -0,0060
rank_tier_advantage 0,0000
points_diff -105,0000
best_rank_diff -321,0000
Superficie
surface_wr_diff -37,5000
surface_wr_diff_adjusted 1,9013
surface_matches_ratio 0,0000
surface_tournaments_won_diff 0,0000
surface_wr_p1 0,0000
surface_wr_p2 37,5000
surface_wr_p1_stable 50,0000
surface_wr_p2_stable 44,6190
p1_surface_matches 0,0000
p2_surface_matches 8,0000
p1_surface_dominance 0,0000
Confianza
p1_confidence 0,3000
p2_confidence 0,4067
combined_confidence 0,3533
Servicio
serve_quality_diff -55,7500
first_serve_won_diff -61,6000
second_serve_won_diff -61,5000
bp_saved_diff -50,9000
bp_converted_diff -56,1000
aces_per_match_diff -3,2500
Forma
last5_wr_diff 0,1000
last3_wr_diff 0,1667
momentum_p1 50,0000
momentum_p2 22,0000
momentum_diff 28,0000
weighted_momentum_diff 7,3300
current_streak_diff 2,0000
days_since_last_match_p1 30,0000
days_since_last_match_p2 65,0000
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 0,5000
serve_consistency_p1 10,0000
serve_consistency_p2 9,7261
Interacción
surface_rank_synergy 0,2257
rank_surface_mismatch_p1 0,4970
rank_surface_mismatch_p2 0,1280
elite_surface_amplifier 0,0000
UTR
utr_diff -3,0300
utr_p1 0,0000
utr_p2 0,3565
utr_advantage -31,8445
utr_both_pro 0,0000
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 20605
API ID 15278435
Gamdom ID 555663
Torneo UTR PTT Arnhem Women 01
Superficie Hard
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 20605,
    "api_id": 15278435,
    "gamdom_id": 555663,
    "player1": "Pippa Bosman",
    "player2": "Anastasia Kulikova",
    "tournament": "UTR PTT Arnhem Women 01",
    "surface": "hard",
    "round": "",
    "date": "2026-01-02T11:15:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 8.0,
      "p2": 1.01
    },
    "tnnslive": {
      "p1": 12.0,
      "p2": 1.02
    }
  },
  "prediction": {
    "prob_p1": 0.1178,
    "prob_p2": 0.8822,
    "winner": 2,
    "confidence": 0.8822,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 8.0,
      "utr_ranking": 5693,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 30,
      "utr_v4_losses": 24,
      "utr_v4_wr": 55.55555555555556,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 2,
      "utr_v4_avg_opp_utr": 8.11,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 9.0,
          "opponent_name": "Sara Pantelic"
        },
        {
          "win": false,
          "opponent_utr": 8.0,
          "opponent_name": "Valentina Suvirdjonkova"
        },
        {
          "win": true,
          "opponent_utr": 7.0,
          "opponent_name": "Pien de Greef"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Pleun Vermeer"
        },
        {
          "win": false,
          "opponent_utr": 9.0,
          "opponent_name": "Pippa Fennis"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:58:14.355881+00:00",
      "utr_v4_available": true,
      "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": 497,
      "utr_singles": 11.03,
      "utr_ranking": 478,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_available": false,
      "wr_surface": 50.0,
      "wr_surface_wins": 5,
      "wr_surface_total": 10,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 60.0,
      "form_l10_wr": 60.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    }
  },
  "utr": {
    "p1": {
      "score": 8.0,
      "ranking": 5693,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 11.03,
      "ranking": 478,
      "division": "Pro",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.0,
    "utr_p2": 0.35647058823529404,
    "utr_diff": -3.0299999999999994,
    "rank_ratio": 0.994,
    "h2h_matches": 0,
    "momentum_p1": 50.0,
    "momentum_p2": 22.0,
    "points_diff": -105,
    "utr_both_pro": 0.0,
    "bp_saved_diff": -50.9,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.16666666666666669,
    "last5_wr_diff": 0.09999999999999998,
    "match_load_p1": 0,
    "match_load_p2": 0,
    "momentum_diff": 28.0,
    "p1_confidence": 0.3,
    "p2_confidence": 0.4066666666666667,
    "surface_wr_p1": 0,
    "surface_wr_p2": 37.5,
    "utr_advantage": -31.844456121912764,
    "utr_available": 1.0,
    "best_rank_diff": -321,
    "h2h_on_surface": 0,
    "log_rank_ratio": -0.006018072325563021,
    "rank_advantage": -3,
    "tiebreak_wr_p1": 0.0,
    "tiebreak_wr_p2": 0.5,
    "h2h_win_rate_p1": 0.5,
    "match_load_diff": 0,
    "surface_wr_diff": -37.5,
    "bp_converted_diff": -56.1,
    "p1_surface_matches": 0,
    "p2_surface_matches": 8,
    "serve_quality_diff": -55.75,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": -3.25,
    "combined_confidence": 0.35333333333333333,
    "current_streak_diff": 2,
    "rank_tier_advantage": 0,
    "first_serve_won_diff": -61.6,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": 0.0,
    "serve_consistency_p1": 10.0,
    "serve_consistency_p2": 9.726053877604942,
    "surface_rank_synergy": 0.2256777122086133,
    "surface_wr_p1_stable": 50.0,
    "surface_wr_p2_stable": 44.61904761904762,
    "second_serve_won_diff": -61.5,
    "surface_matches_ratio": 0.0,
    "weighted_momentum_diff": 7.329999999999998,
    "elite_surface_amplifier": 0.0,
    "days_since_last_match_p1": 30,
    "days_since_last_match_p2": 65,
    "rank_surface_mismatch_p1": 0.497,
    "rank_surface_mismatch_p2": 0.128,
    "surface_wr_diff_adjusted": 1.9012698412698408,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}