David Duong vs Rishvanth Krishna
UTR Newport Beach M01 | Hard |
07 Ene 2026, 22:45
Predicción IA (XGBoost 1.0.0)
David Duong
David …: 51,6% Rishvanth …: 48,4%
¿Por qué David Duong?
UTR 12,00 vs 12,00 — Niveles similares
David …
W29-L33
47% WR
vs UTR 11,8
L1
Rishvanth …
W53-L38
58% WR
vs UTR 11,7
L1
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente David … Rishvanth … Prob Impl. P1
IA Fair Odds 1,94 2,07 51,6%
Estadísticas de Jugadores
David Duong
Ranking #-
UTR Rating 12,00 General
UTR Ranking #2526
Forma L5 60% (5p)
Forma L10 57% (7p)
WR Hard 0/0 = 0,0%
Rishvanth Krishna
Ranking #-
UTR Rating 12,00 Junior
UTR Ranking #131
Forma L5 33% (3p)
Forma L10 33% (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
Rishvanth Krishna
Record 2025 53W - 38L (58%)
Racha 1L
UTR Oponentes 11,7
Últimos 5:
L W L W L
Análisis Momentum
Momentum similar entre ambos jugadores.
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 -0,1000
last3_wr_diff -0,1667
momentum_p1 28,0000
momentum_p2 42,8571
momentum_diff -14,8571
weighted_momentum_diff -11,1429
current_streak_diff -1,0000
days_since_last_match_p1 3,0000
days_since_last_match_p2 29,0000
match_load_p1 1,0000
match_load_p2 0,0000
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 10,0402
serve_consistency_p2 3,0983
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 0,0000
utr_p1 0,4706
utr_p2 0,4706
utr_advantage 0,0000
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 21479
API ID 15308770
Gamdom ID -
Torneo UTR Newport Beach M01
Superficie Hard
Ronda
Status cancelled
JSON Data
{
  "match": {
    "id": 21479,
    "api_id": 15308770,
    "gamdom_id": null,
    "player1": "David Duong",
    "player2": "Rishvanth Krishna",
    "tournament": "UTR Newport Beach M01",
    "surface": "hard",
    "round": "",
    "date": "2026-01-07T18:45:00+00:00",
    "status": "cancelled"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": null,
      "p2": null
    },
    "tnnslive": {
      "p1": null,
      "p2": null
    }
  },
  "prediction": {
    "prob_p1": 0.5158,
    "prob_p2": 0.4842,
    "winner": 1,
    "confidence": 0.5158,
    "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": 60.0,
      "form_l10_wr": 57.14285714285714,
      "form_l5_matches": 5,
      "form_l10_matches": 7
    },
    "p2": {
      "ranking": null,
      "utr_singles": 12.0,
      "utr_ranking": 131,
      "utr_division": "Junior",
      "utr_pro": false,
      "utr_v4_wins": 53,
      "utr_v4_losses": 38,
      "utr_v4_wr": 58.24175824175825,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 11.65,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 12.0,
          "opponent_name": "John Cross"
        },
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "Avery Tallakson"
        },
        {
          "win": false,
          "opponent_utr": 12.0,
          "opponent_name": "Jp Day"
        },
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "David Martirosian"
        },
        {
          "win": false,
          "opponent_utr": 12.0,
          "opponent_name": "Ford McCollum"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:58:21.460668+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 33.33333333333333,
      "form_l10_wr": 33.33333333333333,
      "form_l5_matches": 3,
      "form_l10_matches": 3
    }
  },
  "utr": {
    "p1": {
      "score": 12.0,
      "ranking": 2526,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 12.0,
      "ranking": 131,
      "division": "Junior",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.47058823529411764,
    "utr_p2": 0.47058823529411764,
    "utr_diff": 0.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 28.000000000000004,
    "momentum_p2": 42.85714285714286,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.16666666666666669,
    "last5_wr_diff": -0.09999999999999998,
    "match_load_p1": 1,
    "match_load_p2": 0,
    "momentum_diff": -14.857142857142858,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": 0.0,
    "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": -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": 10.0401620094645,
    "serve_consistency_p2": 3.098290598290596,
    "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": -11.142857142857139,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 3,
    "days_since_last_match_p2": 29,
    "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": {}
}