Ryan Nijboer vs Zechariah Hamrouni
UTR PTT Arnhem Men 01 | Hard | Semifinals
03 Ene 2026, 15:20
Predicción IA (XGBoost 1.0.0)
Ryan Nijboer
Ryan …: 77,2% Zechariah …: 22,8%
¿Por qué Ryan Nijboer?
UTR 13,68 vs 12,00 (+1,77) — Ligera ventaja
Ryan …
W44-L37
54% WR
vs UTR 13,7
L1
Zechariah …
W29-L16
64% WR
vs UTR 11,3
W4
Alta confianza | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (35%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Ryan … Zechariah … Prob Impl. P1
Gamdom 1,28 3,05 78,1%
IA Fair Odds 1,30 4,39 77,2%
Estadísticas de Jugadores
Ryan Nijboer
Ranking #-
UTR Rating 13,68 Pro
UTR Ranking #570
Forma L5 80% (5p)
Forma L10 57% (7p)
WR Hard 1/7 = 14,3%
Zechariah Hamrouni
Ranking #-
UTR Rating 12,00 General
UTR Ranking #2249
Forma L5 75% (4p)
Forma L10 75% (4p)
WR Hard 0/0 = 0,0%
Momentum & Forma UTR
Ryan Nijboer
Record 2025 44W - 37L (54%)
Racha 1L
UTR Oponentes 13,7
Últimos 5:
L W W L W
Zechariah Hamrouni
Record 2025 29W - 16L (64%)
Racha 4W
UTR Oponentes 11,3
Últimos 5:
W W W W L
Análisis Momentum
Zechariah Hamrouni en racha: 4 victorias seguidas.
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 14,2857
surface_wr_diff_adjusted -6,8836
surface_matches_ratio 7,0000
surface_tournaments_won_diff 0,0000
surface_wr_p1 14,2857
surface_wr_p2 0,0000
surface_wr_p1_stable 30,1435
surface_wr_p2_stable 50,0000
p1_surface_matches 7,0000
p2_surface_matches 0,0000
p1_surface_dominance -0,7143
Confianza
p1_confidence 0,3933
p2_confidence 0,3000
combined_confidence 0,3467
Servicio
serve_quality_diff 62,6314
first_serve_won_diff 69,7429
second_serve_won_diff 53,4857
bp_saved_diff 64,8857
bp_converted_diff 40,5000
aces_per_match_diff 5,8571
Forma
last5_wr_diff 0,0500
last3_wr_diff 0,3333
momentum_p1 98,0000
momentum_p2 69,3878
momentum_diff 28,6122
weighted_momentum_diff 21,4592
current_streak_diff 3,0000
days_since_last_match_p1 1,0000
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 0,5000
tiebreak_wr_p2 0,0000
serve_consistency_p1 4,0174
serve_consistency_p2 11,0622
Interacción
surface_rank_synergy 0,0000
rank_surface_mismatch_p1 0,3571
rank_surface_mismatch_p2 0,5000
elite_surface_amplifier 0,0000
UTR
utr_diff 1,7700
utr_p1 0,6788
utr_p2 0,4706
utr_advantage 13,7369
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 21044
API ID 15307861
Gamdom ID 568744
Torneo UTR PTT Arnhem Men 01
Superficie Hard
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 21044,
    "api_id": 15307861,
    "gamdom_id": 568744,
    "player1": "Ryan Nijboer",
    "player2": "Zechariah Hamrouni",
    "tournament": "UTR PTT Arnhem Men 01",
    "surface": "hard",
    "round": "Semifinals",
    "date": "2026-01-03T11:20:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 1.28,
      "p2": 3.05
    },
    "tnnslive": {
      "p1": 1.29,
      "p2": 3.21
    }
  },
  "prediction": {
    "prob_p1": 0.772,
    "prob_p2": 0.228,
    "winner": 1,
    "confidence": 0.772,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 13.68,
      "utr_ranking": 570,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_wins": 44,
      "utr_v4_losses": 37,
      "utr_v4_wr": 54.32098765432099,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 13.67,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 13.6,
          "opponent_name": "Benjamin Winter Lopez"
        },
        {
          "win": true,
          "opponent_utr": 13.5,
          "opponent_name": "Pedro Araujo"
        },
        {
          "win": true,
          "opponent_utr": 12.58,
          "opponent_name": "Sean HODKIN"
        },
        {
          "win": false,
          "opponent_utr": 13.78,
          "opponent_name": "Olle Wallin"
        },
        {
          "win": true,
          "opponent_utr": 13.04,
          "opponent_name": "Aleksandr Braynin"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:58:24.941351+00:00",
      "utr_v4_available": true,
      "wr_surface": 14.285714285714285,
      "wr_surface_wins": 1,
      "wr_surface_total": 7,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 80.0,
      "form_l10_wr": 57.14285714285714,
      "form_l5_matches": 5,
      "form_l10_matches": 7
    },
    "p2": {
      "ranking": null,
      "utr_singles": 12.0,
      "utr_ranking": 2249,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 29,
      "utr_v4_losses": 16,
      "utr_v4_wr": 64.44444444444444,
      "utr_v4_win_streak": 4,
      "utr_v4_lose_streak": 0,
      "utr_v4_avg_opp_utr": 11.33,
      "utr_v4_recent": [
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "Piet Steveker"
        },
        {
          "win": true,
          "opponent_utr": 12.0,
          "opponent_name": "David Saye"
        },
        {
          "win": true,
          "opponent_utr": 11.0,
          "opponent_name": "Omar Rhazali"
        },
        {
          "win": true,
          "opponent_utr": 12.3,
          "opponent_name": "Numa Lemieux-Monette"
        },
        {
          "win": false,
          "opponent_utr": 12.48,
          "opponent_name": "Rushil Khosla"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:59:08.927359+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
    }
  },
  "utr": {
    "p1": {
      "score": 13.68,
      "ranking": 570,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 12.0,
      "ranking": 2249,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.6788235294117646,
    "utr_p2": 0.47058823529411764,
    "utr_diff": 1.7699999999999996,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 97.99999999999999,
    "momentum_p2": 69.38775510204083,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 64.88571428571429,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.33333333333333337,
    "last5_wr_diff": 0.050000000000000044,
    "match_load_p1": 4,
    "match_load_p2": 4,
    "momentum_diff": 28.612244897959158,
    "p1_confidence": 0.3933333333333333,
    "p2_confidence": 0.3,
    "surface_wr_p1": 14.285714285714285,
    "surface_wr_p2": 0,
    "utr_advantage": 13.736903376018622,
    "utr_available": 1.0,
    "best_rank_diff": 0,
    "h2h_on_surface": 0,
    "log_rank_ratio": 0.0,
    "rank_advantage": 0,
    "tiebreak_wr_p1": 0.5,
    "tiebreak_wr_p2": 0.0,
    "h2h_win_rate_p1": 0.5,
    "match_load_diff": 0,
    "surface_wr_diff": 14.285714285714285,
    "bp_converted_diff": 40.5,
    "p1_surface_matches": 7,
    "p2_surface_matches": 0,
    "serve_quality_diff": 62.63142857142857,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": 5.857142857142857,
    "combined_confidence": 0.3466666666666667,
    "current_streak_diff": 3,
    "rank_tier_advantage": 0,
    "first_serve_won_diff": 69.74285714285715,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": -0.7142857142857143,
    "serve_consistency_p1": 4.017405637915495,
    "serve_consistency_p2": 11.062156952301555,
    "surface_rank_synergy": 0.0,
    "surface_wr_p1_stable": 30.143540669856456,
    "surface_wr_p2_stable": 50.0,
    "second_serve_won_diff": 53.48571428571428,
    "surface_matches_ratio": 7.0,
    "weighted_momentum_diff": 21.459183673469383,
    "elite_surface_amplifier": 0.0,
    "days_since_last_match_p1": 1,
    "days_since_last_match_p2": 0,
    "rank_surface_mismatch_p1": 0.35714285714285715,
    "rank_surface_mismatch_p2": 0.5,
    "surface_wr_diff_adjusted": -6.883572567783095,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}