Benjamin Berger vs Hugo Hashimoto
UTR Newport Beach M01 | Hard | Semifinals
10 Ene 2026, 21:00
Predicción IA (XGBoost 1.0.0)
Hugo Hashimoto
Benjamin …: 26,8% Hugo …: 73,2%
¿Por qué Hugo Hashimoto?
UTR 12,00 vs 13,13 (-1,11) — Ligera ventaja
Benjamin …
W39-L38
51% WR
vs UTR 12,0
L8
Hugo …
W44-L15
75% WR
vs UTR 12,3
L1
Confianza media | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Benjamin … Hugo … Prob Impl. P1
IA Fair Odds 3,73 1,37 26,8%
Estadísticas de Jugadores
Benjamin Berger
Ranking #-
UTR Rating 12,00 Junior
UTR Ranking #108
Forma L5 75% (4p)
Forma L10 75% (4p)
WR Hard 0/0 = 0,0%
Hugo Hashimoto
Ranking #-
UTR Rating 13,13 Pro
UTR Ranking #986
Forma L5 100% (4p)
Forma L10 100% (4p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
Benjamin Berger
Record 2025 39W - 38L (51%)
Racha 8L
UTR Oponentes 12,0
Últimos 5:
L L L L L
Hugo Hashimoto
Record 2025 44W - 15L (75%)
Racha 1L
UTR Oponentes 12,3
Últimos 5:
L W W W W
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 -0,2500
last3_wr_diff -0,3333
momentum_p1 59,1837
momentum_p2 100,0000
momentum_diff -40,8163
weighted_momentum_diff -30,6122
current_streak_diff -5,0000
days_since_last_match_p1 0,0000
days_since_last_match_p2 0,0000
match_load_p1 4,0000
match_load_p2 4,0000
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 8,7513
serve_consistency_p2 10,6431
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 -1,1100
utr_p1 0,4706
utr_p2 0,6012
utr_advantage -8,8411
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 22267
API ID 15340633
Gamdom ID -
Torneo UTR Newport Beach M01
Superficie Hard
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 22267,
    "api_id": 15340633,
    "gamdom_id": null,
    "player1": "Benjamin Berger",
    "player2": "Hugo Hashimoto",
    "tournament": "UTR Newport Beach M01",
    "surface": "hard",
    "round": "Semifinals",
    "date": "2026-01-10T17:00:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": null,
      "p2": null
    },
    "tnnslive": {
      "p1": null,
      "p2": null
    }
  },
  "prediction": {
    "prob_p1": 0.2683,
    "prob_p2": 0.7317,
    "winner": 2,
    "confidence": 0.7317,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 12.0,
      "utr_ranking": 108,
      "utr_division": "Junior",
      "utr_pro": false,
      "utr_v4_wins": 39,
      "utr_v4_losses": 38,
      "utr_v4_wr": 50.649350649350644,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 8,
      "utr_v4_avg_opp_utr": 12.04,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 12.0,
          "opponent_name": "Santiago Perez"
        },
        {
          "win": false,
          "opponent_utr": 12.0,
          "opponent_name": "David Duong"
        },
        {
          "win": false,
          "opponent_utr": 13.57,
          "opponent_name": "Peter Makk"
        },
        {
          "win": false,
          "opponent_utr": 12.0,
          "opponent_name": "Alessandro Ventre"
        },
        {
          "win": false,
          "opponent_utr": 12.54,
          "opponent_name": "Hugh Winter"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:55:37.043877+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
    },
    "p2": {
      "ranking": null,
      "utr_singles": 13.13,
      "utr_ranking": 986,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_wins": 44,
      "utr_v4_losses": 15,
      "utr_v4_wr": 74.57627118644068,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 12.28,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 13.46,
          "opponent_name": "Woobin Shin"
        },
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "JinYeong Kim"
        },
        {
          "win": true,
          "opponent_utr": 11.0,
          "opponent_name": "Duhyun Eum"
        },
        {
          "win": true,
          "opponent_utr": 11.0,
          "opponent_name": "Ilya Maltsev"
        },
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "Ku Keon Kang"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:56:40.048427+00:00",
      "utr_v4_available": true,
      "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": 4,
      "form_l10_matches": 4
    }
  },
  "utr": {
    "p1": {
      "score": 12.0,
      "ranking": 108,
      "division": "Junior",
      "is_pro": false
    },
    "p2": {
      "score": 13.13,
      "ranking": 986,
      "division": "Pro",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.47058823529411764,
    "utr_p2": 0.6011764705882352,
    "utr_diff": -1.1099999999999994,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 59.183673469387756,
    "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": -0.25,
    "match_load_p1": 4,
    "match_load_p2": 4,
    "momentum_diff": -40.81632653061223,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": -8.841099163679804,
    "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": -5,
    "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": 8.751272759524072,
    "serve_consistency_p2": 10.643063988014616,
    "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": -30.612244897959187,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 0,
    "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": {}
}