Zsombor Piros vs Lukas Klein
Australian Open | Hard | Qualification Round 1
12 Ene 2026, 10:30
Predicción IA (XGBoost 1.0.0)
Zsombor Piros
Zsombor …: 83,3% Lukas …: 16,7%
¿Por qué Zsombor Piros?
UTR 14,88 vs 14,51 (+0,40) — Niveles similares
Alta confianza | Tier: ?
Comparativo de Odds
Fuente Zsombor … Lukas … Prob Impl. P1
Sofascore 2,00 1,73 50,0%
Gamdom 2,02 1,80 49,5%
IA Fair Odds 1,20 5,99 83,3%
Edge vs Mercado: Zsombor …: +37,0% Lukas …: -37,0%
Estadísticas de Jugadores
Zsombor Piros
Ranking #170
UTR Rating 14,88 Pro
UTR Ranking #98
Forma L5 40% (5p)
Forma L10 43% (7p)
WR Hard 9/14 = 64,3%
Lukas Klein
Ranking #136
UTR Rating 14,51 Pro
UTR Ranking #170
Forma L5 0% (5p)
Forma L10 40% (10p)
WR Hard 9/23 = 39,1%
Features del Modelo XGBoost (60 features)
Rankings
rank_advantage -21,0000
rank_ratio 0,8704
log_rank_ratio -0,1388
rank_tier_advantage 0,0000
points_diff -83,0000
best_rank_diff 3,0000
Superficie
surface_wr_diff 25,1553
surface_wr_diff_adjusted 12,7654
surface_matches_ratio 0,6087
surface_tournaments_won_diff 0,0000
surface_wr_p1 64,2857
surface_wr_p2 39,1304
surface_wr_p1_stable 61,1111
surface_wr_p2_stable 40,7407
p1_surface_matches 14,0000
p2_surface_matches 23,0000
p1_surface_dominance 0,2857
Confianza
p1_confidence 0,4867
p2_confidence 0,7667
combined_confidence 0,6267
Servicio
serve_quality_diff -7,6016
first_serve_won_diff -8,3106
second_serve_won_diff 5,9037
bp_saved_diff 5,8516
bp_converted_diff 17,4522
aces_per_match_diff -2,6087
Forma
last5_wr_diff 0,4000
last3_wr_diff 0,0000
momentum_p1 10,0000
momentum_p2 0,0000
momentum_diff 10,0000
weighted_momentum_diff 9,5800
current_streak_diff 2,0000
days_since_last_match_p1 7,0000
days_since_last_match_p2 71,0000
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 0,3922
winner_ue_ratio_p2 0,8511
tiebreak_wr_p1 0,6000
tiebreak_wr_p2 0,3750
serve_consistency_p1 6,1744
serve_consistency_p2 7,9197
Interacción
surface_rank_synergy -3,4925
rank_surface_mismatch_p1 -0,1639
rank_surface_mismatch_p2 0,1297
elite_surface_amplifier 0,0000
UTR
utr_diff 0,4000
utr_p1 0,8129
utr_p2 0,7659
utr_advantage 2,7192
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 22632
API ID 15345366
Gamdom ID 589675
Torneo Australian Open
Superficie Hard
Ronda Qualification Round 1
Status finished
JSON Data
{
  "match": {
    "id": 22632,
    "api_id": 15345366,
    "gamdom_id": 589675,
    "player1": "Zsombor Piros",
    "player2": "Lukas Klein",
    "tournament": "Australian Open",
    "surface": "hard",
    "round": "Qualification Round 1",
    "date": "2026-01-12T06:30:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 2.0,
      "p2": 1.7272727272727273
    },
    "gamdom": {
      "p1": 2.02,
      "p2": 1.8
    },
    "tnnslive": {
      "p1": 1.98,
      "p2": 1.77
    }
  },
  "prediction": {
    "prob_p1": 0.833,
    "prob_p2": 0.167,
    "winner": 1,
    "confidence": 0.833,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": 170,
      "utr_singles": 14.88,
      "utr_ranking": 98,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_available": false,
      "wr_surface": 64.28571428571429,
      "wr_surface_wins": 9,
      "wr_surface_total": 14,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 40.0,
      "form_l10_wr": 42.857142857142854,
      "form_l5_matches": 5,
      "form_l10_matches": 7
    },
    "p2": {
      "ranking": 136,
      "utr_singles": 14.51,
      "utr_ranking": 170,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_available": false,
      "wr_surface": 39.130434782608695,
      "wr_surface_wins": 9,
      "wr_surface_total": 23,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 0.0,
      "form_l10_wr": 40.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    }
  },
  "utr": {
    "p1": {
      "score": 14.88,
      "ranking": 98,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 14.51,
      "ranking": 170,
      "division": "Pro",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.8129411764705883,
    "utr_p2": 0.7658823529411765,
    "utr_diff": 0.40000000000000036,
    "rank_ratio": 0.8703703703703703,
    "h2h_matches": 0,
    "momentum_p1": 10.0,
    "momentum_p2": 0.0,
    "points_diff": -83,
    "utr_both_pro": 1.0,
    "bp_saved_diff": 5.851552795031054,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.0,
    "last5_wr_diff": 0.4,
    "match_load_p1": 1,
    "match_load_p2": 0,
    "momentum_diff": 10.0,
    "p1_confidence": 0.4866666666666667,
    "p2_confidence": 0.7666666666666666,
    "surface_wr_p1": 64.28571428571429,
    "surface_wr_p2": 39.130434782608695,
    "utr_advantage": 2.7192386131883093,
    "utr_available": 1.0,
    "best_rank_diff": 3,
    "h2h_on_surface": 0,
    "log_rank_ratio": -0.1388364448542158,
    "rank_advantage": -21,
    "tiebreak_wr_p1": 0.6,
    "tiebreak_wr_p2": 0.375,
    "h2h_win_rate_p1": 0.5,
    "match_load_diff": 1,
    "surface_wr_diff": 25.155279503105596,
    "bp_converted_diff": 17.452173913043474,
    "p1_surface_matches": 14,
    "p2_surface_matches": 23,
    "serve_quality_diff": -7.601552795031061,
    "winner_ue_ratio_p1": 0.39215686274509803,
    "winner_ue_ratio_p2": 0.851063829787234,
    "aces_per_match_diff": -2.608695652173913,
    "combined_confidence": 0.6266666666666667,
    "current_streak_diff": 2,
    "rank_tier_advantage": 0,
    "first_serve_won_diff": -8.310559006211186,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": 0.2857142857142857,
    "serve_consistency_p1": 6.174385194284552,
    "serve_consistency_p2": 7.919672987486422,
    "surface_rank_synergy": -3.4924695755253055,
    "surface_wr_p1_stable": 61.111111111111114,
    "surface_wr_p2_stable": 40.74074074074074,
    "second_serve_won_diff": 5.9037267080745295,
    "surface_matches_ratio": 0.6086956521739131,
    "weighted_momentum_diff": 9.579999999999998,
    "elite_surface_amplifier": 0.0,
    "days_since_last_match_p1": 7,
    "days_since_last_match_p2": 71,
    "rank_surface_mismatch_p1": -0.16385714285714292,
    "rank_surface_mismatch_p2": 0.12969565217391305,
    "surface_wr_diff_adjusted": 12.765432098765435,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}