Sho Shimabukuro vs Thai-Son Kwiatkowski
Dallas | Hard | Qualification Round 1
07 Feb 2026, 22:20
Predicción IA (XGBoost 1.0.0)
Sho Shimabukuro
Sho …: 94,5% Thai-Son …: 5,5%
¿Por qué Sho Shimabukuro?
Sho …
Sin datos
Thai-Son …
W0-L4
0% WR
vs UTR 13,9
L4
Alta confianza | Tier: ?
Comparativo de Odds
Fuente Sho … Thai-Son … Prob Impl. P1
Gamdom 1,06 7,40 94,3%
IA Fair Odds 1,06 18,05 94,5%
Estadísticas de Jugadores
Sho Shimabukuro
Ranking #141
UTR Rating 14,55 Pro
UTR Ranking #167
Forma L5 40% (5p)
Forma L10 50% (10p)
WR Hard 30/47 = 63,8%
Thai-Son Kwiatkowski
Ranking #-
UTR Ranking #1063 General
Forma L5 0% (2p)
Forma L10 0% (2p)
WR Hard 0/3 = 0,0%
Momentum & Forma UTR
Sho Shimabukuro
Sin datos UTR v4
Thai-Son Kwiatkowski
Record 2025 0W - 4L (0%)
Racha 4L
UTR Oponentes 13,9
Últimos 5:
L L L L
Features del Modelo XGBoost (60 features)
Rankings
rank_advantage 359,0000
rank_ratio 3,5461
log_rank_ratio 1,2658
rank_tier_advantage 1,0000
points_diff 441,0000
best_rank_diff 365,0000
Superficie
surface_wr_diff 63,8298
surface_wr_diff_adjusted 36,2964
surface_matches_ratio 15,6667
surface_tournaments_won_diff 2,0000
surface_wr_p1 63,8298
surface_wr_p2 0,0000
surface_wr_p1_stable 62,7451
surface_wr_p2_stable 8,5714
p1_surface_matches 47,0000
p2_surface_matches 3,0000
p1_surface_dominance 0,2766
Confianza
p1_confidence 1,0000
p2_confidence 0,3400
combined_confidence 0,6700
Servicio
serve_quality_diff 4,9721
first_serve_won_diff 3,9816
second_serve_won_diff 5,3986
bp_saved_diff -9,7695
bp_converted_diff 24,5582
aces_per_match_diff 0,6809
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 8,1000
current_streak_diff -1,0000
days_since_last_match_p1 25,0000
days_since_last_match_p2 175,0000
match_load_p1 0,0000
match_load_p2 0,0000
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 0,5833
tiebreak_wr_p2 0,0000
serve_consistency_p1 6,1541
serve_consistency_p2 4,6154
Interacción
surface_rank_synergy 80,7988
rank_surface_mismatch_p1 0,2207
rank_surface_mismatch_p2 0,1410
elite_surface_amplifier 63,8298
UTR
utr_diff 2,5898
utr_p1 0,7706
utr_p2 0,4659
utr_advantage 19,5381
utr_both_pro 0,0000
utr_available 0,5000
utr_expected_prob 0,0000
utr_closeness 0,0000
utr_data_quality 0,0000
Top 10 Features (Modelo)
Info del Partido
Match ID 25928
API ID 15500439
Gamdom ID 667698
Torneo Dallas
Superficie Hard
Ronda Qualification Round 1
Status scheduled
JSON Data
{
  "match": {
    "id": 25928,
    "api_id": 15500439,
    "gamdom_id": 667698,
    "player1": "Sho Shimabukuro",
    "player2": "Thai-Son Kwiatkowski",
    "tournament": "Dallas",
    "surface": "hard",
    "round": "Qualification Round 1",
    "date": "2026-02-07T18:20:00+00:00",
    "status": "scheduled"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 1.06,
      "p2": 7.4
    },
    "tnnslive": {
      "p1": 1.12,
      "p2": 5.95
    }
  },
  "prediction": {
    "prob_p1": 0.9446,
    "prob_p2": 0.0554,
    "winner": 1,
    "confidence": 0.9446,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": 141,
      "utr_singles": 14.55,
      "utr_ranking": 167,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_available": false,
      "wr_surface": 63.829787234042556,
      "wr_surface_wins": 30,
      "wr_surface_total": 47,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 40.0,
      "form_l10_wr": 50.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    },
    "p2": {
      "ranking": null,
      "utr_singles": null,
      "utr_ranking": 1063,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 0,
      "utr_v4_losses": 4,
      "utr_v4_wr": 0.0,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 4,
      "utr_v4_avg_opp_utr": 13.86,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 13.71,
          "opponent_name": "Patrick Zahraj"
        },
        {
          "win": false,
          "opponent_utr": 14.12,
          "opponent_name": "Alex Rybakov"
        },
        {
          "win": false,
          "opponent_utr": 13.45,
          "opponent_name": "Karl Poling"
        },
        {
          "win": false,
          "opponent_utr": 14.17,
          "opponent_name": "Murphy Cassone"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:58:46.812126+00:00",
      "utr_v4_available": true,
      "wr_surface": 0.0,
      "wr_surface_wins": 0,
      "wr_surface_total": 3,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 0.0,
      "form_l10_wr": 0.0,
      "form_l5_matches": 2,
      "form_l10_matches": 2
    }
  },
  "utr": {
    "p1": {
      "score": 14.55,
      "ranking": 167,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": null,
      "ranking": 1063,
      "division": "General",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.7705882352941177,
    "utr_p2": 0.46590589449588876,
    "utr_diff": 2.589799896784946,
    "rank_ratio": 3.5460992907801416,
    "h2h_matches": 0,
    "momentum_p1": 10.0,
    "momentum_p2": 0.0,
    "points_diff": 441,
    "utr_both_pro": 0.0,
    "bp_saved_diff": -9.769503546099301,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.0,
    "last5_wr_diff": 0.4,
    "match_load_p1": 0,
    "match_load_p2": 0,
    "momentum_diff": 10.0,
    "p1_confidence": 1.0,
    "p2_confidence": 0.33999999999999997,
    "surface_wr_p1": 63.829787234042556,
    "surface_wr_p2": 0,
    "utr_advantage": 19.53813918191334,
    "utr_available": 0.5,
    "best_rank_diff": 365,
    "h2h_on_surface": 0,
    "log_rank_ratio": 1.2658482080440234,
    "rank_advantage": 359,
    "tiebreak_wr_p1": 0.5833333333333334,
    "tiebreak_wr_p2": 0.0,
    "h2h_win_rate_p1": 0.5,
    "match_load_diff": 0,
    "surface_wr_diff": 63.829787234042556,
    "bp_converted_diff": 24.55815602836879,
    "p1_surface_matches": 47,
    "p2_surface_matches": 3,
    "serve_quality_diff": 4.972056737588645,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": 0.6808510638297873,
    "combined_confidence": 0.6699999999999999,
    "current_streak_diff": -1,
    "rank_tier_advantage": 1,
    "first_serve_won_diff": 3.9815602836879407,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": 0.2765957446808511,
    "serve_consistency_p1": 6.154076564683422,
    "serve_consistency_p2": 4.615384615384613,
    "surface_rank_synergy": 80.79882179004404,
    "surface_wr_p1_stable": 62.745098039215684,
    "surface_wr_p2_stable": 8.571428571428571,
    "second_serve_won_diff": 5.398581560283674,
    "surface_matches_ratio": 15.666666666666666,
    "weighted_momentum_diff": 8.100000000000001,
    "elite_surface_amplifier": 63.829787234042556,
    "days_since_last_match_p1": 25,
    "days_since_last_match_p2": 175,
    "rank_surface_mismatch_p1": 0.22070212765957442,
    "rank_surface_mismatch_p2": 0.14100000000000001,
    "surface_wr_diff_adjusted": 36.29635854341736,
    "surface_tournaments_won_diff": 2
  },
  "feature_importance": {}
}