David Duong vs Emon van Loben Sels
UTR PTT Newport Beach Men 19 | Hard |
02 Ene 2026, 06:30
Predicción IA (XGBoost 1.0.0)
Emon van Loben Sels
David …: 18,4% Emon …: 81,6%
¿Por qué Emon van Loben Sels?
UTR 12,00 vs 13,81 (-1,81) — Ligera ventaja
David …
W29-L33
47% WR
vs UTR 11,8
L1
Emon …
Sin datos
Alta confianza | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente David … Emon … Prob Impl. P1
Sofascore 8,50 1,05 11,8%
Gamdom 8,40 1,01 11,9%
IA Fair Odds 5,42 1,23 18,4%
Edge vs Mercado: David …: +7,4% Emon …: -7,4%
Estadísticas de Jugadores
David Duong
Ranking #-
UTR Rating 12,00 General
UTR Ranking #2526
Forma L5 50% (4p)
Forma L10 50% (4p)
WR Hard 0/0 = 0,0%
Emon van Loben Sels
Ranking #-
UTR Rating 13,81 General
UTR Ranking #530
Forma L5 100% (3p)
Forma L10 100% (3p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
David Duong
Record 2025 29W - 33L (47%)
Racha 1L
UTR Oponentes 11,8
Últimos 5:
L W W L L
Emon van Loben Sels
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 -0,5000
last3_wr_diff -0,3333
momentum_p1 51,0204
momentum_p2 100,0000
momentum_diff -48,9796
weighted_momentum_diff -36,7347
current_streak_diff -4,0000
days_since_last_match_p1 11,0000
days_since_last_match_p2 2,0000
match_load_p1 3,0000
match_load_p2 3,0000
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 11,1824
serve_consistency_p2 10,3079
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 -1,8100
utr_p1 0,4706
utr_p2 0,6835
utr_advantage -14,0256
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 20946
API ID 15304813
Gamdom ID 566766
Torneo UTR PTT Newport Beach Men 19
Superficie Hard
Ronda
Status finished
JSON Data
{
  "match": {
    "id": 20946,
    "api_id": 15304813,
    "gamdom_id": 566766,
    "player1": "David Duong",
    "player2": "Emon van Loben Sels",
    "tournament": "UTR PTT Newport Beach Men 19",
    "surface": "hard",
    "round": "",
    "date": "2026-01-02T02:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 8.5,
      "p2": 1.05
    },
    "gamdom": {
      "p1": 8.4,
      "p2": 1.01
    },
    "tnnslive": {
      "p1": 11.0,
      "p2": 1.01
    }
  },
  "prediction": {
    "prob_p1": 0.1844,
    "prob_p2": 0.8156,
    "winner": 2,
    "confidence": 0.8156,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 12.0,
      "utr_ranking": 2526,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 29,
      "utr_v4_losses": 33,
      "utr_v4_wr": 46.774193548387096,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 11.77,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 12.53,
          "opponent_name": "Kyle Overmyer"
        },
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "Raz Haviv"
        },
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "Benjamin Berger"
        },
        {
          "win": false,
          "opponent_utr": 12.0,
          "opponent_name": "Santiago Perez"
        },
        {
          "win": false,
          "opponent_utr": 13.57,
          "opponent_name": "Peter Makk"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:55:58.547429+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": 4,
      "form_l10_matches": 4
    },
    "p2": {
      "ranking": null,
      "utr_singles": 13.81,
      "utr_ranking": 530,
      "utr_division": "General",
      "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": 100.0,
      "form_l10_wr": 100.0,
      "form_l5_matches": 3,
      "form_l10_matches": 3
    }
  },
  "utr": {
    "p1": {
      "score": 12.0,
      "ranking": 2526,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 13.81,
      "ranking": 530,
      "division": "General",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.47058823529411764,
    "utr_p2": 0.6835294117647059,
    "utr_diff": -1.8100000000000005,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 51.02040816326531,
    "momentum_p2": 99.99999999999999,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.33333333333333337,
    "last5_wr_diff": -0.5,
    "match_load_p1": 3,
    "match_load_p2": 3,
    "momentum_diff": -48.97959183673468,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": -14.025571483920963,
    "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": -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": 11.182392018376841,
    "serve_consistency_p2": 10.307858473242614,
    "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": -36.734693877551024,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 11,
    "days_since_last_match_p2": 2,
    "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": {}
}