Linda Noskova vs Taylah Preston
Australian Open | Hard | Round of 64
22 Ene 2026, 07:00
Predicción IA (XGBoost 1.0.0)
Linda Noskova
Linda …: 70,8% Taylah …: 29,2%
¿Por qué Linda Noskova?
UTR 12,56 vs 11,50 (+1,06) — Ligera ventaja
Confianza media | Tier: ?
Comparativo de Odds
Fuente Linda … Taylah … Prob Impl. P1
Sofascore 1,28 3,75 78,1%
Gamdom 1,17 5,60 85,5%
IA Fair Odds 1,41 3,43 70,8%
Edge vs Mercado: Linda …: -3,7% Taylah …: +3,7%
Estadísticas de Jugadores
Linda Noskova
Ranking #13
UTR Rating 12,56 Pro
UTR Ranking #19
Forma L5 60% (5p)
Forma L10 60% (10p)
WR Hard 27/44 = 61,4%
Taylah Preston
Ranking #161
UTR Rating 11,50 Pro
UTR Ranking #275
Forma L5 80% (5p)
Forma L10 60% (10p)
WR Hard 3/6 = 50,0%
Features del Modelo XGBoost (60 features)
Rankings
rank_advantage 148,0000
rank_ratio 12,3846
log_rank_ratio 2,5165
rank_tier_advantage 3,0000
points_diff 2198,0000
best_rank_diff 122,0000
Superficie
surface_wr_diff 11,3636
surface_wr_diff_adjusted 11,7875
surface_matches_ratio 7,3333
surface_tournaments_won_diff 0,0000
surface_wr_p1 61,3636
surface_wr_p2 50,0000
surface_wr_p1_stable 60,4167
surface_wr_p2_stable 43,3333
p1_surface_matches 44,0000
p2_surface_matches 6,0000
p1_surface_dominance 0,2273
Confianza
p1_confidence 1,0000
p2_confidence 0,3800
combined_confidence 0,6900
Servicio
serve_quality_diff 16,3330
first_serve_won_diff 6,8000
second_serve_won_diff 8,9182
bp_saved_diff -2,4091
bp_converted_diff -6,5273
aces_per_match_diff 5,1288
Forma
last5_wr_diff -0,2000
last3_wr_diff 0,0000
momentum_p1 62,0000
momentum_p2 70,0000
momentum_diff -8,0000
weighted_momentum_diff -5,5700
current_streak_diff 0,0000
days_since_last_match_p1 1,0000
days_since_last_match_p2 1,0000
match_load_p1 3,0000
match_load_p2 5,0000
match_load_diff -2,0000
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 0,9725
winner_ue_ratio_p2 0,0000
tiebreak_wr_p1 0,6667
tiebreak_wr_p2 1,0000
serve_consistency_p1 7,0554
serve_consistency_p2 4,6177
Interacción
surface_rank_synergy 28,5961
rank_surface_mismatch_p1 0,0344
rank_surface_mismatch_p2 -0,1480
elite_surface_amplifier 34,0909
UTR
utr_diff 1,0600
utr_p1 0,5365
utr_p2 0,4118
utr_advantage 8,8113
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 23828
API ID 15345463
Gamdom ID 589789
Torneo Australian Open
Superficie Hard
Ronda Round of 64
Status finished
JSON Data
{
  "match": {
    "id": 23828,
    "api_id": 15345463,
    "gamdom_id": 589789,
    "player1": "Linda Noskova",
    "player2": "Taylah Preston",
    "tournament": "Australian Open",
    "surface": "hard",
    "round": "Round of 64",
    "date": "2026-01-22T03:00:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 1.28,
      "p2": 3.75
    },
    "gamdom": {
      "p1": 1.17,
      "p2": 5.6
    },
    "tnnslive": {
      "p1": 1.16,
      "p2": 5.13
    }
  },
  "prediction": {
    "prob_p1": 0.7081,
    "prob_p2": 0.2919,
    "winner": 1,
    "confidence": 0.7081,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": 13,
      "utr_singles": 12.56,
      "utr_ranking": 19,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_available": false,
      "wr_surface": 61.36363636363637,
      "wr_surface_wins": 27,
      "wr_surface_total": 44,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 60.0,
      "form_l10_wr": 60.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    },
    "p2": {
      "ranking": 161,
      "utr_singles": 11.5,
      "utr_ranking": 275,
      "utr_division": "Pro",
      "utr_pro": true,
      "utr_v4_available": false,
      "wr_surface": 50.0,
      "wr_surface_wins": 3,
      "wr_surface_total": 6,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 80.0,
      "form_l10_wr": 60.0,
      "form_l5_matches": 5,
      "form_l10_matches": 10
    }
  },
  "utr": {
    "p1": {
      "score": 12.56,
      "ranking": 19,
      "division": "Pro",
      "is_pro": true
    },
    "p2": {
      "score": 11.5,
      "ranking": 275,
      "division": "Pro",
      "is_pro": true
    }
  },
  "features": {
    "utr_p1": 0.5364705882352941,
    "utr_p2": 0.4117647058823529,
    "utr_diff": 1.0600000000000005,
    "rank_ratio": 12.384615384615385,
    "h2h_matches": 0,
    "momentum_p1": 62.000000000000014,
    "momentum_p2": 70.0,
    "points_diff": 2198,
    "utr_both_pro": 1.0,
    "bp_saved_diff": -2.4090909090909136,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.0,
    "last5_wr_diff": -0.20000000000000007,
    "match_load_p1": 3,
    "match_load_p2": 5,
    "momentum_diff": -7.999999999999986,
    "p1_confidence": 1.0,
    "p2_confidence": 0.38,
    "surface_wr_p1": 61.36363636363637,
    "surface_wr_p2": 50.0,
    "utr_advantage": 8.811305070656694,
    "utr_available": 1.0,
    "best_rank_diff": 122,
    "h2h_on_surface": 0,
    "log_rank_ratio": 2.5164550075229264,
    "rank_advantage": 148,
    "tiebreak_wr_p1": 0.6666666666666666,
    "tiebreak_wr_p2": 1.0,
    "h2h_win_rate_p1": 0.5,
    "match_load_diff": -2,
    "surface_wr_diff": 11.363636363636367,
    "bp_converted_diff": -6.527272727272724,
    "p1_surface_matches": 44,
    "p2_surface_matches": 6,
    "serve_quality_diff": 16.33303030303029,
    "winner_ue_ratio_p1": 0.9724770642201835,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": 5.128787878787879,
    "combined_confidence": 0.69,
    "current_streak_diff": 0,
    "rank_tier_advantage": 3,
    "first_serve_won_diff": 6.79999999999999,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": 0.22727272727272727,
    "serve_consistency_p1": 7.0553528208873955,
    "serve_consistency_p2": 4.617687353641631,
    "surface_rank_synergy": 28.596079630942352,
    "surface_wr_p1_stable": 60.416666666666664,
    "surface_wr_p2_stable": 43.33333333333333,
    "second_serve_won_diff": 8.918181818181822,
    "surface_matches_ratio": 7.333333333333333,
    "weighted_momentum_diff": -5.570000000000007,
    "elite_surface_amplifier": 34.0909090909091,
    "days_since_last_match_p1": 1,
    "days_since_last_match_p2": 1,
    "rank_surface_mismatch_p1": 0.034363636363636374,
    "rank_surface_mismatch_p2": -0.14800000000000002,
    "surface_wr_diff_adjusted": 11.787500000000001,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}