Henry Lieberman vs Daniil Kakhniuk
UTR PTT Bonita Springs Men +H 01 | Clay | Semifinals
24 Ene 2026, 20:00
Predicción IA (XGBoost 1.0.0)
Daniil Kakhniuk
Henry …: 40,3% Daniil …: 59,7%
¿Por qué Daniil Kakhniuk?
UTR 12,46 vs 12,69 (-0,23) — Niveles similares
Henry …
W28-L24
54% WR
vs UTR 11,9
W1
Daniil …
W50-L39
56% WR
vs UTR 11,9
W1
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Henry … Daniil … Prob Impl. P1
Sofascore 2,25 1,57 44,4%
Gamdom 2,06 1,60 48,5%
IA Fair Odds 2,48 1,68 40,3%
Edge vs Mercado: Henry …: -0,8% Daniil …: +0,8%
Estadísticas de Jugadores
Henry Lieberman
Ranking #-
UTR Rating 12,46 Pro
UTR Ranking #1624
Forma L5 60% (5p)
Forma L10 70% (10p)
WR Clay 0/0 = 0,0%
Daniil Kakhniuk
Ranking #-
UTR Rating 12,69 Pro
UTR Ranking #1526
Forma L5 80% (5p)
Forma L10 70% (10p)
WR Clay 0/0 = 0,0%
Momentum & Forma UTR
Henry Lieberman
Record 2025 28W - 24L (54%)
Racha 1W
UTR Oponentes 11,9
Últimos 5:
W L L W W
Daniil Kakhniuk
Record 2025 50W - 39L (56%)
Racha 1W
UTR Oponentes 11,9
Últimos 5:
W L 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 -0,2000
last3_wr_diff -0,3333
momentum_p1 68,0000
momentum_p2 92,0000
momentum_diff -24,0000
weighted_momentum_diff -18,0000
current_streak_diff -2,0000
days_since_last_match_p1 0,0000
days_since_last_match_p2 0,0000
match_load_p1 10,0000
match_load_p2 4,0000
match_load_diff 6,0000
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 15,0912
serve_consistency_p2 7,0542
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 -0,2300
utr_p1 0,5247
utr_p2 0,5518
utr_advantage -1,8290
utr_both_pro 1,0000
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 23974
API ID 15419350
Gamdom ID 627723
Torneo UTR PTT Bonita Springs Men +H 01
Superficie Clay
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 23974,
    "api_id": 15419350,
    "gamdom_id": 627723,
    "player1": "Henry Lieberman",
    "player2": "Daniil Kakhniuk",
    "tournament": "UTR PTT Bonita Springs Men +H 01",
    "surface": "clay",
    "round": "Semifinals",
    "date": "2026-01-24T16:00:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 2.25,
      "p2": 1.5714285714285714
    },
    "gamdom": {
      "p1": 2.06,
      "p2": 1.6
    },
    "tnnslive": {
      "p1": 2.21,
      "p2": 1.59
    }
  },
  "prediction": {
    "prob_p1": 0.4034,
    "prob_p2": 0.5966,
    "winner": 2,
    "confidence": 0.5966,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 12.46,
      "utr_ranking": 1624,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_wins": 28,
      "utr_v4_losses": 24,
      "utr_v4_wr": 53.84615384615385,
      "utr_v4_win_streak": 1,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 11.86,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 7.0,
          "opponent_name": "Orion Blackmore"
        },
        {
          "win": false,
          "opponent_utr": 13.11,
          "opponent_name": "Keshav Chopra"
        },
        {
          "win": false,
          "opponent_utr": 13.09,
          "opponent_name": "Marcus Walters"
        },
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "Maties Torres Ramis"
        },
        {
          "win": true,
          "opponent_utr": 12.88,
          "opponent_name": "Daniel Verbeek"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:56:37.814384+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": 70.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    },
    "p2": {
      "ranking": null,
      "utr_singles": 12.69,
      "utr_ranking": 1526,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_wins": 50,
      "utr_v4_losses": 39,
      "utr_v4_wr": 56.17977528089888,
      "utr_v4_win_streak": 1,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 11.88,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 12.93,
          "opponent_name": "Matei Todoran"
        },
        {
          "win": false,
          "opponent_utr": 12.67,
          "opponent_name": "Luke Hooper"
        },
        {
          "win": true,
          "opponent_utr": 10.0,
          "opponent_name": "Daniil Lunev"
        },
        {
          "win": true,
          "opponent_utr": 11.02,
          "opponent_name": "Leon Formella"
        },
        {
          "win": true,
          "opponent_utr": 13.14,
          "opponent_name": "Yaroslav Demin"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:55:56.374296+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 80.0,
      "form_l10_wr": 70.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    }
  },
  "utr": {
    "p1": {
      "score": 12.46,
      "ranking": 1624,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 12.69,
      "ranking": 1526,
      "division": "Pro",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.5247058823529412,
    "utr_p2": 0.5517647058823529,
    "utr_diff": -0.22999999999999865,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 68.0,
    "momentum_p2": 92.0,
    "points_diff": 0,
    "utr_both_pro": 1.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": -0.33333333333333337,
    "last5_wr_diff": -0.20000000000000007,
    "match_load_p1": 10,
    "match_load_p2": 4,
    "momentum_diff": -24.0,
    "p1_confidence": 0.3,
    "p2_confidence": 0.3,
    "surface_wr_p1": 0,
    "surface_wr_p2": 0,
    "utr_advantage": -1.829025844930407,
    "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": 6,
    "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": -2,
    "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": 15.09117900105608,
    "serve_consistency_p2": 7.054236523320447,
    "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": -18.0,
    "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": {}
}