Ashlyn Krueger vs Katerina Siniakova
Berlin | Grass | Qualification Final
15 Jun 2025, 09:30
15 Jun 2025, 09:30
Comparativo de Odds
| Fuente | Ashlyn … | Katerina … | Prob Impl. P1 |
|---|
Estadísticas de Jugadores
Ashlyn Krueger
Ranking
#44
UTR Rating
12.07 Pro
UTR Ranking
#83
Forma L5
60% (5p)
Forma L10
50% (10p)
WR Grass
7/15 = 46.7%
Katerina Siniakova
Ranking
#48
UTR Rating
12.49 Pro
UTR Ranking
#20
Forma L5
40% (5p)
Forma L10
40% (10p)
WR Grass
14/20 = 70.0%
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | 4.0000 | |
| rank_ratio | 1.0909 | |
| log_rank_ratio | 0.0870 | |
| rank_tier_advantage | 0.0000 | |
| points_diff | 57.0000 | |
| best_rank_diff | -2.0000 |
Superficie
| surface_wr_diff | -24.4859 | |
| surface_wr_diff_adjusted | -11.2573 | |
| surface_matches_ratio | 0.7500 | |
| surface_tournaments_won_diff | 0.0000 | |
| surface_wr_p1 | 43.3929 | |
| surface_wr_p2 | 67.8788 | |
| surface_wr_p1_stable | 47.3684 | |
| surface_wr_p2_stable | 66.6667 | |
| p1_surface_matches | 15.0000 | |
| p2_surface_matches | 20.0000 | |
| p1_surface_dominance | -0.0667 |
Confianza
| p1_confidence | 0.5000 | |
| p2_confidence | 0.6667 | |
| combined_confidence | 0.5833 |
Servicio
| serve_quality_diff | -3.7237 | |
| first_serve_won_diff | -4.7500 | |
| second_serve_won_diff | -0.8900 | |
| bp_saved_diff | 5.4500 | |
| bp_converted_diff | 15.2500 | |
| aces_per_match_diff | -0.5409 |
Forma
| last5_wr_diff | 0.2000 | |
| last3_wr_diff | 0.3333 | |
| momentum_p1 | 78.0000 | |
| momentum_p2 | 42.0000 | |
| momentum_diff | 36.0000 | |
| weighted_momentum_diff | 34.2550 | |
| current_streak_diff | 1.0000 | |
| days_since_last_match_p1 | 1.0000 | |
| days_since_last_match_p2 | 1.0000 | |
| match_load_p1 | 1.0000 | |
| match_load_p2 | 2.0000 | |
| match_load_diff | -1.0000 |
H2H
| h2h_wins_diff | -1.0000 | |
| h2h_matches | 1.0000 | |
| h2h_win_rate_p1 | 0.0000 | |
| h2h_on_surface | 0.0000 | |
| h2h_recency_weighted | 0.0000 | |
| h2h_confidence_score | 0.0000 |
Consistencia
| winner_ue_ratio_p1 | 0.4658 | |
| winner_ue_ratio_p2 | 0.6423 | |
| tiebreak_wr_p1 | 0.0000 | |
| tiebreak_wr_p2 | 0.3333 | |
| serve_consistency_p1 | 4.5805 | |
| serve_consistency_p2 | 8.9048 |
Interacción
| surface_rank_synergy | -2.1306 | |
| rank_surface_mismatch_p1 | 0.0701 | |
| rank_surface_mismatch_p2 | -0.1828 | |
| elite_surface_amplifier | 0.0000 |
UTR
| utr_diff | -0.4200 | |
| utr_p1 | 0.4788 | |
| utr_p2 | 0.5282 | |
| utr_advantage | -3.4202 | |
| 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)
surface_wr_diff
0.1032
surface_rank_synergy
0.0540
points_diff
0.0344
utr_diff
0.0324
utr_advantage
0.0308
rank_tier_advantage
0.0300
rank_advantage
0.0264
surface_wr_diff_adjusted
0.0206
log_rank_ratio
0.0186
utr_available
0.0172
Info del Partido
Match ID
5630
API ID
14010170
Gamdom ID
-
Torneo
Berlin
Superficie
Grass
Ronda
Qualification Final
Status
finished
JSON Data
{
"match": {
"id": 5630,
"api_id": 14010170,
"gamdom_id": null,
"player1": "Ashlyn Krueger",
"player2": "Katerina Siniakova",
"tournament": "Berlin",
"surface": "grass",
"round": "Qualification Final",
"date": "2025-06-15T09:30:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": null,
"p2": null
},
"tnnslive": {
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"p2": null
}
},
"prediction": null,
"player_stats": {
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"utr_singles": 12.07,
"utr_ranking": 83,
"utr_division": "Pro",
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"utr_v4_available": false,
"wr_surface": 46.666666666666664,
"wr_surface_wins": 7,
"wr_surface_total": 15,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 60.0,
"form_l10_wr": 50.0,
"form_l5_matches": 5,
"form_l10_matches": 10
},
"p2": {
"ranking": 48,
"utr_singles": 12.49,
"utr_ranking": 20,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 70.0,
"wr_surface_wins": 14,
"wr_surface_total": 20,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 40.0,
"form_l10_wr": 40.0,
"form_l5_matches": 5,
"form_l10_matches": 10
}
},
"utr": {
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"ranking": 83,
"division": "Pro",
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},
"p2": {
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"features": {
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"points_diff": 57,
"best_rank_diff": -2,
"surface_wr_diff": -24.485930735930737,
"surface_wr_diff_adjusted": -11.257309941520463,
"surface_matches_ratio": 0.75,
"surface_tournaments_won_diff": 0,
"surface_wr_p1": 43.39285714285714,
"surface_wr_p2": 67.87878787878788,
"surface_wr_p1_stable": 47.368421052631575,
"surface_wr_p2_stable": 66.66666666666666,
"p1_surface_matches": 15,
"p2_surface_matches": 20,
"p1_surface_dominance": -0.06666666666666667,
"p1_confidence": 0.5,
"p2_confidence": 0.6666666666666666,
"combined_confidence": 0.5833333333333333,
"serve_quality_diff": -3.7237099567099534,
"first_serve_won_diff": -4.749999999999993,
"second_serve_won_diff": -0.8899999999999864,
"bp_saved_diff": 5.450000000000003,
"bp_converted_diff": 15.25,
"aces_per_match_diff": -0.5408549783549785,
"last5_wr_diff": 0.19999999999999996,
"last3_wr_diff": 0.3333333333333333,
"momentum_p1": 77.99999999999999,
"momentum_p2": 42.00000000000001,
"momentum_diff": 35.99999999999998,
"weighted_momentum_diff": 34.25500000000001,
"current_streak_diff": 1,
"days_since_last_match_p1": 1,
"days_since_last_match_p2": 1,
"match_load_p1": 1,
"match_load_p2": 2,
"match_load_diff": -1,
"h2h_wins_diff": -1,
"h2h_matches": 1,
"h2h_win_rate_p1": 0.0,
"h2h_on_surface": 0,
"h2h_recency_weighted": 0.0,
"h2h_confidence_score": 0.0,
"winner_ue_ratio_p1": 0.4657534246575342,
"winner_ue_ratio_p2": 0.6422764227642277,
"tiebreak_wr_p1": 0.0,
"tiebreak_wr_p2": 0.3333333333333333,
"serve_consistency_p1": 4.580521014590262,
"serve_consistency_p2": 8.9047901363153,
"surface_rank_synergy": -2.13055455020603,
"rank_surface_mismatch_p1": 0.07007142857142862,
"rank_surface_mismatch_p2": -0.18278787878787872,
"elite_surface_amplifier": -0.0,
"utr_diff": -0.41999999999999993,
"utr_p1": 0.47882352941176476,
"utr_p2": 0.5282352941176471,
"utr_advantage": -3.420195439739413,
"utr_both_pro": 1.0,
"utr_available": 1.0,
"h2h_wins_p1": 0,
"h2h_wins_p2": 1
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"feature_importance": {
"rank_advantage": "0.0264",
"rank_ratio": "0.0154",
"log_rank_ratio": "0.0186",
"rank_tier_advantage": "0.03",
"points_diff": "0.0344",
"best_rank_diff": "0.0156",
"surface_wr_diff": "0.1032",
"surface_wr_diff_adjusted": "0.0206",
"surface_matches_ratio": "0.0126",
"surface_tournaments_won_diff": "0.0128",
"surface_wr_p1": "0.0156",
"surface_wr_p2": "0.0157",
"surface_wr_p1_stable": "0.0122",
"surface_wr_p2_stable": "0.0125",
"p1_surface_matches": "0.0123",
"p2_surface_matches": "0.0123",
"p1_surface_dominance": "0.0134",
"p1_confidence": "0.0145",
"p2_confidence": "0.0121",
"combined_confidence": "0.0143",
"serve_quality_diff": "0.0122",
"first_serve_won_diff": "0.0125",
"second_serve_won_diff": "0.012",
"bp_saved_diff": "0.0121",
"bp_converted_diff": "0.0122",
"aces_per_match_diff": "0.0118",
"last5_wr_diff": "0.0115",
"last3_wr_diff": "0.0125",
"momentum_p1": "0.013",
"momentum_p2": "0.0115",
"momentum_diff": "0.0127",
"weighted_momentum_diff": "0.0119",
"current_streak_diff": "0.0129",
"days_since_last_match_p1": "0.0132",
"days_since_last_match_p2": "0.0114",
"match_load_p1": "0.012",
"match_load_p2": "0.0124",
"match_load_diff": "0.0123",
"h2h_wins_diff": "0.0133",
"h2h_matches": "0.0152",
"h2h_win_rate_p1": "0.0028",
"h2h_on_surface": "0.0059",
"h2h_recency_weighted": "0.0121",
"h2h_confidence_score": "0.0151",
"winner_ue_ratio_p1": "0.0141",
"winner_ue_ratio_p2": "0.0133",
"tiebreak_wr_p1": "0.0121",
"tiebreak_wr_p2": "0.012",
"serve_consistency_p1": "0.0117",
"serve_consistency_p2": "0.0124",
"surface_rank_synergy": "0.054",
"rank_surface_mismatch_p1": "0.0125",
"rank_surface_mismatch_p2": "0.0127",
"elite_surface_amplifier": "0.0171",
"utr_diff": "0.0324",
"utr_p1": "0.012",
"utr_p2": "0.0115",
"utr_advantage": "0.0308",
"utr_both_pro": "0.0149",
"utr_available": "0.0172"
}
}