Renee Alame vs Miriam Bianca Bulgaru
Canberra, Australia | Hard | Qualification Round 1
04 Ene 2026, 08:10
Predicción IA (XGBoost 1.0.0)
Miriam Bianca Bulgaru
Renee …: 26,1% Miriam …: 73,9%
¿Por qué Miriam Bianca Bulgaru?
Renee …
W42-L28
60% WR
vs UTR 10,0
L1
Miriam …
Sin datos
Confianza media | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (35%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Renee … Miriam … Prob Impl. P1
Sofascore 6,50 1,11 15,4%
Gamdom 5,20 1,12 19,2%
IA Fair Odds 3,83 1,35 26,1%
Edge vs Mercado: Renee …: +11,5% Miriam …: -11,5%
Estadísticas de Jugadores
Renee Alame
Ranking #-
UTR Rating 10,00 Junior
UTR Ranking #57
Forma L5 0% (1p)
Forma L10 0% (1p)
WR Hard 0/1 = 0,0%
Miriam Bianca Bulgaru
Ranking #199
Forma L5 40% (5p)
Forma L10 50% (10p)
WR Hard 1/6 = 16,7%
Momentum & Forma UTR
Renee Alame
Record 2025 42W - 28L (60%)
Racha 1L
UTR Oponentes 10,0
Últimos 5:
L W W W L
Miriam Bianca Bulgaru
Sin datos UTR v4
Features del Modelo XGBoost (60 features)
Rankings
rank_advantage -300,0000
rank_ratio 0,4000
log_rank_ratio -0,9163
rank_tier_advantage -1,0000
points_diff -362,0000
best_rank_diff -332,0000
Superficie
surface_wr_diff -16,6667
surface_wr_diff_adjusted -9,2323
surface_matches_ratio 0,1667
surface_tournaments_won_diff 0,0000
surface_wr_p1 0,0000
surface_wr_p2 16,6667
surface_wr_p1_stable 4,0000
surface_wr_p2_stable 30,6316
p1_surface_matches 1,0000
p2_surface_matches 6,0000
p1_surface_dominance -1,0000
Confianza
p1_confidence 0,3133
p2_confidence 0,3800
combined_confidence 0,3467
Servicio
serve_quality_diff -23,9167
first_serve_won_diff -11,3500
second_serve_won_diff -45,2500
bp_saved_diff -11,7500
bp_converted_diff 25,4500
aces_per_match_diff -2,3333
Forma
last5_wr_diff -0,4000
last3_wr_diff -0,3333
momentum_p1 0,0000
momentum_p2 28,0000
momentum_diff -28,0000
weighted_momentum_diff -18,5650
current_streak_diff 1,0000
days_since_last_match_p1 364,0000
days_since_last_match_p2 33,0000
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 7,8452
Interacción
surface_rank_synergy 15,2715
rank_surface_mismatch_p1 0,2000
rank_surface_mismatch_p2 0,6333
elite_surface_amplifier 0,0000
UTR
utr_diff 0,0000
utr_p1 0,2353
utr_p2 0,2353
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 21373
API ID 15309848
Gamdom ID 569297
Torneo Canberra, Australia
Superficie Hard
Ronda Qualification Round 1
Status finished
JSON Data
{
  "match": {
    "id": 21373,
    "api_id": 15309848,
    "gamdom_id": 569297,
    "player1": "Renee Alame",
    "player2": "Miriam Bianca Bulgaru",
    "tournament": "Canberra, Australia",
    "surface": "hard",
    "round": "Qualification Round 1",
    "date": "2026-01-04T04:10:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 6.5,
      "p2": 1.1111111111111112
    },
    "gamdom": {
      "p1": 5.2,
      "p2": 1.12
    },
    "tnnslive": {
      "p1": 5.89,
      "p2": 1.11
    }
  },
  "prediction": {
    "prob_p1": 0.2611,
    "prob_p2": 0.7389,
    "winner": 2,
    "confidence": 0.7389,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 10.0,
      "utr_ranking": 57,
      "utr_division": "Junior",
      "utr_pro": false,
      "utr_v4_wins": 42,
      "utr_v4_losses": 28,
      "utr_v4_wr": 60.0,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 10.03,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 10.0,
          "opponent_name": "Noelia Manta"
        },
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Lucy King Oyebog Atang"
        },
        {
          "win": true,
          "opponent_utr": 10.0,
          "opponent_name": "Fleur De Bresser"
        },
        {
          "win": true,
          "opponent_utr": 10.8,
          "opponent_name": "Annika Penickova"
        },
        {
          "win": false,
          "opponent_utr": 10.75,
          "opponent_name": "Maia Ilinca Burcescu"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:58:19.437647+00:00",
      "utr_v4_available": true,
      "wr_surface": 0.0,
      "wr_surface_wins": 0,
      "wr_surface_total": 1,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 0.0,
      "form_l10_wr": 0.0,
      "form_l5_matches": 1,
      "form_l10_matches": 1
    },
    "p2": {
      "ranking": 199,
      "utr_singles": null,
      "utr_ranking": null,
      "utr_division": null,
      "utr_pro": null,
      "utr_v4_available": false,
      "wr_surface": 16.666666666666664,
      "wr_surface_wins": 1,
      "wr_surface_total": 6,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 40.0,
      "form_l10_wr": 50.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    }
  },
  "utr": {
    "p1": {
      "score": 10.0,
      "ranking": 57,
      "division": "Junior",
      "is_pro": false
    },
    "p2": {
      "score": null,
      "ranking": null,
      "division": null,
      "is_pro": null
    }
  },
  "features": {
    "utr_p1": 0.23529411764705882,
    "utr_p2": 0.23529411764705882,
    "utr_diff": 0.0,
    "rank_ratio": 0.4,
    "h2h_matches": 0,
    "momentum_p1": 0.0,
    "momentum_p2": 28.000000000000004,
    "points_diff": -362,
    "utr_both_pro": 0.0,
    "bp_saved_diff": -11.75,
    "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": 0.3133333333333333,
    "p2_confidence": 0.38,
    "surface_wr_p1": 0,
    "surface_wr_p2": 16.666666666666664,
    "utr_advantage": 0.0,
    "utr_available": 0.0,
    "best_rank_diff": -332,
    "h2h_on_surface": 0,
    "log_rank_ratio": -0.916290731874155,
    "rank_advantage": -300,
    "tiebreak_wr_p1": 0.0,
    "tiebreak_wr_p2": 0.0,
    "h2h_win_rate_p1": 0.5,
    "match_load_diff": 0,
    "surface_wr_diff": -16.666666666666664,
    "bp_converted_diff": 25.450000000000003,
    "p1_surface_matches": 1,
    "p2_surface_matches": 6,
    "serve_quality_diff": -23.916666666666664,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": -2.3333333333333335,
    "combined_confidence": 0.3466666666666667,
    "current_streak_diff": 1,
    "rank_tier_advantage": -1,
    "first_serve_won_diff": -11.350000000000001,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": -1.0,
    "serve_consistency_p1": 10.0,
    "serve_consistency_p2": 7.845178014494788,
    "surface_rank_synergy": 15.271512197902581,
    "surface_wr_p1_stable": 4.0,
    "surface_wr_p2_stable": 30.63157894736842,
    "second_serve_won_diff": -45.25000000000001,
    "surface_matches_ratio": 0.16666666666666666,
    "weighted_momentum_diff": -18.565,
    "elite_surface_amplifier": 0.0,
    "days_since_last_match_p1": 364,
    "days_since_last_match_p2": 33,
    "rank_surface_mismatch_p1": 0.19999999999999996,
    "rank_surface_mismatch_p2": 0.6333333333333334,
    "surface_wr_diff_adjusted": -9.232280701754386,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}