Linda Noskova vs Taylah Preston
Australian Open | Hard | Round of 64
22 Ene 2026, 07:00
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": {
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"ranking": 19,
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},
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"division": "Pro",
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}
},
"features": {
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"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
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"feature_importance": {}
}