Monika Wojcik vs Malkia Ngounoue
UTR PTT Boca Raton Women 10 | Hard |
10 Dec 2025, 15:00
Sofascore
Predicción IA (XGBoost 1.0.0)
Malkia Ngounoue
Monika …: 33.0% Malkia …: 67.0%
¿Por qué Malkia Ngounoue?
UTR 9.00 vs 10.00 (-1.00) — Ligera ventaja
Monika …
W27-L19
59% WR
vs UTR 8.8
L2
Malkia …
W85-L24
78% WR
vs UTR 9.2
W1
Confianza media | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Monika … Malkia … Prob Impl. P1
Sofascore 4.33 1.20 23.1%
IA Fair Odds 3.03 1.49 33.0%
Edge vs Mercado: Monika …: +11.3% Malkia …: -11.3%
Estadísticas de Jugadores
Monika Wojcik
Ranking #-
UTR Rating 9.00 General
UTR Ranking #2590
Forma L5 50% (2p)
Forma L10 50% (2p)
WR Hard 0/0 = 0.0%
Malkia Ngounoue
Ranking #-
UTR Rating 10.00 General
UTR Ranking #1217
Forma L5 100% (1p)
Forma L10 100% (1p)
WR Hard 0/0 = 0.0%
Momentum & Forma UTR
Monika Wojcik
Record 2025 27W - 19L (59%)
Racha 2L
UTR Oponentes 8.8
Últimos 5:
L L W W W
Malkia Ngounoue
Record 2025 85W - 24L (78%)
Racha 1W
UTR Oponentes 9.2
Últimos 5:
W L W W L
Análisis Momentum
Malkia Ngounoue ha enfrentado oponentes más fuertes (UTR 9.2 vs 8.8).
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 -0.5000
last3_wr_diff -0.5000
momentum_p1 42.8571
momentum_p2 100.0000
momentum_diff -57.1429
weighted_momentum_diff -42.8571
current_streak_diff -2.0000
days_since_last_match_p1 1.0000
days_since_last_match_p2 1.0000
match_load_p1 2.0000
match_load_p2 1.0000
match_load_diff 1.0000
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 3.9661
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 -1.0000
utr_p1 0.1176
utr_p2 0.2353
utr_advantage -10.5263
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 19042
API ID 15186176
Gamdom ID -
Torneo UTR PTT Boca Raton Women 10
Superficie Hard
Ronda
Status scheduled
JSON Data
{
  "match": {
    "id": 19042,
    "api_id": 15186176,
    "gamdom_id": null,
    "player1": "Monika Wojcik",
    "player2": "Malkia Ngounoue",
    "tournament": "UTR PTT Boca Raton Women 10",
    "surface": "hard",
    "round": "",
    "date": "2025-12-10T15:00:00+00:00",
    "status": "scheduled"
  },
  "odds": {
    "sofascore": {
      "p1": 4.333333333333334,
      "p2": 1.2
    },
    "gamdom": {
      "p1": null,
      "p2": null
    },
    "tnnslive": {
      "p1": 4.22,
      "p2": 1.19
    }
  },
  "prediction": {
    "prob_p1": 0.3301,
    "prob_p2": 0.6699,
    "winner": 2,
    "confidence": 0.6699,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 9.0,
      "utr_ranking": 2590,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 27,
      "utr_v4_losses": 19,
      "utr_v4_wr": 58.69565217391305,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 2,
      "utr_v4_avg_opp_utr": 8.83,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 10.14,
          "opponent_name": "Emily De Oliveira"
        },
        {
          "win": false,
          "opponent_utr": 10.19,
          "opponent_name": "Margaret Sohns"
        },
        {
          "win": true,
          "opponent_utr": 7.0,
          "opponent_name": "Sienna Smith"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Julie Holte"
        },
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Chang Ao"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:57:53.806651+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 50.0,
      "form_l10_wr": 50.0,
      "form_l5_matches": 2,
      "form_l10_matches": 2
    },
    "p2": {
      "ranking": null,
      "utr_singles": 10.0,
      "utr_ranking": 1217,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 85,
      "utr_v4_losses": 24,
      "utr_v4_wr": 77.98165137614679,
      "utr_v4_win_streak": 1,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 9.22,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 10.23,
          "opponent_name": "Lara Smejkal"
        },
        {
          "win": false,
          "opponent_utr": 10.55,
          "opponent_name": "Adriana Reami"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Shradha Grover"
        },
        {
          "win": true,
          "opponent_utr": 9.79,
          "opponent_name": "Samantha Alicea"
        },
        {
          "win": false,
          "opponent_utr": 11.54,
          "opponent_name": "Eva Vedder"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:57:31.927055+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 100.0,
      "form_l10_wr": 100.0,
      "form_l5_matches": 1,
      "form_l10_matches": 1
    }
  },
  "utr": {
    "p1": {
      "score": 9.0,
      "ranking": 2590,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 10.0,
      "ranking": 1217,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.11764705882352941,
    "utr_p2": 0.23529411764705882,
    "utr_diff": -1.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 42.85714285714286,
    "momentum_p2": 100.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.5,
    "last5_wr_diff": -0.5,
    "match_load_p1": 2,
    "match_load_p2": 1,
    "momentum_diff": -57.14285714285714,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": -10.526315789473683,
    "utr_available": 1.0,
    "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": 1,
    "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": 3.9661319073083803,
    "serve_consistency_p2": 10.0,
    "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": -42.85714285714286,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 1,
    "days_since_last_match_p2": 1,
    "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": {}
}