Eduarda Piai vs Anastasiya Kuparev
UTR Newport Beach W02 | Hard |
23 Ene 2026, 22:30
Predicción IA (XGBoost 1.0.0)
Anastasiya Kuparev
Eduarda …: 42,6% Anastasiya …: 57,4%
¿Por qué Anastasiya Kuparev?
UTR 9,00 vs 9,61 (-0,61) — Niveles similares
Eduarda …
W60-L31
66% WR
vs UTR 9,1
W4
Anastasiya …
W47-L49
49% WR
vs UTR 9,3
W3
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Eduarda … Anastasiya … Prob Impl. P1
Sofascore 1,44 2,63 69,2%
Gamdom 1,40 2,50 71,4%
IA Fair Odds 2,35 1,74 42,6%
Edge vs Mercado: Eduarda …: -21,9% Anastasiya …: +21,9%
Estadísticas de Jugadores
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%
Anastasiya Kuparev
Ranking #-
UTR Rating 9,61 Pro
UTR Ranking #1229
Forma L5 75% (4p)
Forma L10 75% (4p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
Eduarda Piai
Record 2025 60W - 31L (66%)
Racha 4W
UTR Oponentes 9,1
Últimos 5:
W W W W L
Anastasiya Kuparev
Record 2025 47W - 49L (49%)
Racha 3W
UTR Oponentes 9,3
Últimos 5:
W W W L L
Análisis Momentum
Eduarda Piai en racha: 4 victorias seguidas.
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 -0,6000
last3_wr_diff -0,3333
momentum_p1 60,0000
momentum_p2 100,0000
momentum_diff -40,0000
weighted_momentum_diff -30,0000
current_streak_diff -1,0000
days_since_last_match_p1 18,0000
days_since_last_match_p2 44,0000
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 9,7857
serve_consistency_p2 2,7244
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 -0,6100
utr_p1 0,1176
utr_p2 0,1894
utr_advantage -6,5556
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 23750
API ID 15382628
Gamdom ID 606939
Torneo UTR Newport Beach W02
Superficie Hard
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 23750,
    "api_id": 15382628,
    "gamdom_id": 606939,
    "player1": "Eduarda Piai",
    "player2": "Anastasiya Kuparev",
    "tournament": "UTR Newport Beach W02",
    "surface": "hard",
    "round": "",
    "date": "2026-01-23T18:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 1.4444444444444444,
      "p2": 2.625
    },
    "gamdom": {
      "p1": 1.4,
      "p2": 2.5
    },
    "tnnslive": {
      "p1": 1.43,
      "p2": 2.64
    }
  },
  "prediction": {
    "prob_p1": 0.4262,
    "prob_p2": 0.5738,
    "winner": 2,
    "confidence": 0.5738,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "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
    },
    "p2": {
      "ranking": null,
      "utr_singles": 9.61,
      "utr_ranking": 1229,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_wins": 47,
      "utr_v4_losses": 49,
      "utr_v4_wr": 48.95833333333333,
      "utr_v4_win_streak": 3,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 9.26,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Zejda Veljacic"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Leanne Abouhamad"
        },
        {
          "win": true,
          "opponent_utr": 9.0,
          "opponent_name": "Aleksandra Pospelova"
        },
        {
          "win": false,
          "opponent_utr": 10.38,
          "opponent_name": "Laura Svatikova"
        },
        {
          "win": false,
          "opponent_utr": 10.0,
          "opponent_name": "Zinovia Vaneva"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:55:21.444644+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 75.0,
      "form_l10_wr": 75.0,
      "form_l5_matches": 4,
      "form_l10_matches": 4
    }
  },
  "utr": {
    "p1": {
      "score": 9.0,
      "ranking": 2057,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 9.61,
      "ranking": 1229,
      "division": "Pro",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.11764705882352941,
    "utr_p2": 0.18941176470588228,
    "utr_diff": -0.6099999999999994,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 60.00000000000001,
    "momentum_p2": 100.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.33333333333333337,
    "last5_wr_diff": -0.6,
    "match_load_p1": 0,
    "match_load_p2": 0,
    "momentum_diff": -39.99999999999999,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": -6.555615260612568,
    "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": 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": -1,
    "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": 9.78565809719626,
    "serve_consistency_p2": 2.724358974358978,
    "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": -30.0,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 18,
    "days_since_last_match_p2": 44,
    "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": {}
}