Harshini N Nagaraj vs Magdalena Bresson
UTR PTT Bengaluru Women 02 | Hard | Final
24 Ene 2026, 07:30
Predicción IA (XGBoost 1.0.0)
Harshini N Nagaraj
Harshini …: 58,2% Magdalena …: 41,8%
¿Por qué Harshini N Nagaraj?
UTR 8,00 vs 8,00 (-2,73) — Ventaja clara
Harshini …
W15-L7
68% WR
vs UTR 8,1
L2
Magdalena …
Sin datos
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Harshini … Magdalena … Prob Impl. P1
Gamdom 1,16 4,00 86,2%
IA Fair Odds 1,72 2,39 58,2%
Estadísticas de Jugadores
Harshini N Nagaraj
Ranking #-
UTR Rating 8,00 General
UTR Ranking #3902
Forma L5 60% (5p)
Forma L10 78% (9p)
WR Hard 0/0 = 0,0%
Magdalena Bresson
Ranking #-
UTR Rating 8,00 General
UTR Ranking #5126
Forma L5 40% (5p)
Forma L10 56% (9p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
Harshini N Nagaraj
Record 2025 15W - 7L (68%)
Racha 2L
UTR Oponentes 8,1
Últimos 5:
L L W W L
Magdalena Bresson
Sin datos UTR v4
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 0,2000
last3_wr_diff 0,3333
momentum_p1 90,0000
momentum_p2 70,0000
momentum_diff 20,0000
weighted_momentum_diff 15,0000
current_streak_diff 1,0000
days_since_last_match_p1 1,0000
days_since_last_match_p2 0,0000
match_load_p1 9,0000
match_load_p2 9,0000
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 9,4976
serve_consistency_p2 11,2115
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 -2,7289
utr_p1 0,0000
utr_p2 0,3210
utr_advantage -29,1412
utr_both_pro 0,0000
utr_available 0,5000
utr_expected_prob 0,0000
utr_closeness 0,0000
utr_data_quality 0,0000
Top 10 Features (Modelo)
Info del Partido
Match ID 23934
API ID 15415618
Gamdom ID 624630
Torneo UTR PTT Bengaluru Women 02
Superficie Hard
Ronda Final
Status finished
JSON Data
{
  "match": {
    "id": 23934,
    "api_id": 15415618,
    "gamdom_id": 624630,
    "player1": "Harshini N Nagaraj",
    "player2": "Magdalena Bresson",
    "tournament": "UTR PTT Bengaluru Women 02",
    "surface": "hard",
    "round": "Final",
    "date": "2026-01-24T03:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 1.16,
      "p2": 4.0
    },
    "tnnslive": {
      "p1": 1.15,
      "p2": 4.58
    }
  },
  "prediction": {
    "prob_p1": 0.5822,
    "prob_p2": 0.4178,
    "winner": 1,
    "confidence": 0.5822,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 8.0,
      "utr_ranking": 3902,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 15,
      "utr_v4_losses": 7,
      "utr_v4_wr": 68.18181818181817,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 2,
      "utr_v4_avg_opp_utr": 8.05,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 8.74,
          "opponent_name": "Yashaswini Panwar"
        },
        {
          "win": false,
          "opponent_utr": 8.0,
          "opponent_name": "Danica Fernando"
        },
        {
          "win": true,
          "opponent_utr": 7.0,
          "opponent_name": "Disha Santosh Khandoji"
        },
        {
          "win": true,
          "opponent_utr": 8.0,
          "opponent_name": "Ananya Pallath Hooli"
        },
        {
          "win": false,
          "opponent_utr": 8.0,
          "opponent_name": "Jennifer Luikham"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:56:36.120057+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": 77.77777777777779,
      "form_l5_matches": 5,
      "form_l10_matches": 9
    },
    "p2": {
      "ranking": null,
      "utr_singles": 8.0,
      "utr_ranking": 5126,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_available": false,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 40.0,
      "form_l10_wr": 55.55555555555556,
      "form_l5_matches": 5,
      "form_l10_matches": 9
    }
  },
  "utr": {
    "p1": {
      "score": 8.0,
      "ranking": 3902,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 8.0,
      "ranking": 5126,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.0,
    "utr_p2": 0.3210492557010478,
    "utr_diff": -2.7289186734589066,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 89.99999999999999,
    "momentum_p2": 70.0,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.33333333333333337,
    "last5_wr_diff": 0.19999999999999996,
    "match_load_p1": 9,
    "match_load_p2": 9,
    "momentum_diff": 19.999999999999986,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": -29.141230425930647,
    "utr_available": 0.5,
    "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": 9.497585142337343,
    "serve_consistency_p2": 11.211505461012008,
    "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": 15.0,
    "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": {}
}