Brandy Walker vs Eduarda Piai
UTR Newport Beach W02 | Hard | Semifinals
25 Ene 2026, 21:30
Predicción IA (XGBoost 1.0.0)
Brandy Walker
Brandy …: 67,8% Eduarda …: 32,3%
¿Por qué Brandy Walker?
UTR 9,82 vs 9,00 (+0,82) — Niveles similares
Brandy …
Sin datos
Eduarda …
W60-L31
66% WR
vs UTR 9,1
W4
Confianza media | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Brandy … Eduarda … Prob Impl. P1
Sofascore 1,91 1,80 52,4%
Gamdom 1,69 1,93 59,2%
IA Fair Odds 1,48 3,10 67,8%
Edge vs Mercado: Brandy …: +19,2% Eduarda …: -19,2%
Estadísticas de Jugadores
Brandy Walker
Ranking #-
UTR Rating 9,82 Pro
UTR Ranking #1137
Forma L5 60% (5p)
Forma L10 60% (10p)
WR Hard 0/0 = 0,0%
Eduarda Piai
Ranking #-
UTR Rating 9,00 General
UTR Ranking #2057
Forma L5 60% (5p)
Forma L10 40% (10p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
Brandy Walker
Sin datos UTR v4
Eduarda Piai
Record 2025 60W - 31L (66%)
Racha 4W
UTR Oponentes 9,1
Últimos 5:
W W W W L
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 0,3333
momentum_p1 90,0000
momentum_p2 52,0000
momentum_diff 38,0000
weighted_momentum_diff 28,5000
current_streak_diff 4,0000
days_since_last_match_p1 1,0000
days_since_last_match_p2 0,0000
match_load_p1 5,0000
match_load_p2 4,0000
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 10,6347
serve_consistency_p2 4,5898
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 0,8200
utr_p1 0,2141
utr_p2 0,1176
utr_advantage 8,7141
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 24337
API ID 15426506
Gamdom ID 629719
Torneo UTR Newport Beach W02
Superficie Hard
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 24337,
    "api_id": 15426506,
    "gamdom_id": 629719,
    "player1": "Brandy Walker",
    "player2": "Eduarda Piai",
    "tournament": "UTR Newport Beach W02",
    "surface": "hard",
    "round": "Semifinals",
    "date": "2026-01-25T17:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 1.9090909090909092,
      "p2": 1.8
    },
    "gamdom": {
      "p1": 1.69,
      "p2": 1.93
    },
    "tnnslive": {
      "p1": 1.86,
      "p2": 1.84
    }
  },
  "prediction": {
    "prob_p1": 0.6775,
    "prob_p2": 0.3225,
    "winner": 1,
    "confidence": 0.6775,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 9.82,
      "utr_ranking": 1137,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_available": false,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 60.0,
      "form_l10_wr": 60.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    },
    "p2": {
      "ranking": null,
      "utr_singles": 9.0,
      "utr_ranking": 2057,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 60,
      "utr_v4_losses": 31,
      "utr_v4_wr": 65.93406593406593,
      "utr_v4_win_streak": 4,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 9.14,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 10.46,
          "opponent_name": "Elina Nepliy"
        },
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Abigail Haile"
        },
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Anqi Mei"
        },
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Amy Lee"
        },
        {
          "win": false,
          "opponent_utr": 9.0,
          "opponent_name": "Anya Arora"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:56:06.241876+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 60.0,
      "form_l10_wr": 40.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    }
  },
  "utr": {
    "p1": {
      "score": 9.82,
      "ranking": 1137,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 9.0,
      "ranking": 2057,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.21411764705882355,
    "utr_p2": 0.11764705882352941,
    "utr_diff": 0.8200000000000003,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 89.99999999999999,
    "momentum_p2": 52.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.33333333333333337,
    "last5_wr_diff": 0.0,
    "match_load_p1": 5,
    "match_load_p2": 4,
    "momentum_diff": 37.999999999999986,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": 8.714133900106273,
    "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": 4,
    "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": 10.634673804519268,
    "serve_consistency_p2": 4.589786218127568,
    "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": 28.5,
    "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": {}
}