Sofia Costoulas vs Whitney Osuigwe
Auckland | Hard | Round of 32
05 Ene 2026, 04:10
05 Ene 2026, 04:10
Predicción IA (XGBoost 1.0.0)
Sofia Costoulas
Sofia …: 53,3%
Whitney …: 46,7%
¿Por qué Sofia Costoulas?
UTR 11,72 vs 11,51
(+0,18)
— Niveles similares
Confianza baja
| Tier: ?
Comparativo de Odds
| Fuente | Sofia … | Whitney … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 1,91 | 1,91 | 52,4% |
| Gamdom | 1,48 | 2,65 | 67,6% |
| IA Fair Odds | 1,87 | 2,14 | 53,3% |
Edge vs Mercado:
Sofia …: +3,3%
Whitney …: -3,3%
Estadísticas de Jugadores
Sofia Costoulas
Ranking
#143
UTR Rating
11,72 Pro
UTR Ranking
#179
Forma L5
80% (5p)
Forma L10
70% (10p)
WR Hard
1/4 = 25,0%
Whitney Osuigwe
Ranking
#152
UTR Rating
11,51 Pro
UTR Ranking
#268
Forma L5
40% (5p)
Forma L10
40% (10p)
WR Hard
5/12 = 41,7%
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | -5,0000 | |
| rank_ratio | 0,9693 | |
| log_rank_ratio | -0,0312 | |
| rank_tier_advantage | 0,0000 | |
| points_diff | -15,0000 | |
| best_rank_diff | -44,0000 |
Superficie
| surface_wr_diff | -16,6667 | |
| surface_wr_diff_adjusted | -4,7202 | |
| surface_matches_ratio | 0,3333 | |
| surface_tournaments_won_diff | 0,0000 | |
| surface_wr_p1 | 25,0000 | |
| surface_wr_p2 | 41,6667 | |
| surface_wr_p1_stable | 32,1429 | |
| surface_wr_p2_stable | 43,7500 | |
| p1_surface_matches | 4,0000 | |
| p2_surface_matches | 12,0000 | |
| p1_surface_dominance | -0,5000 |
Confianza
| p1_confidence | 0,3533 | |
| p2_confidence | 0,4600 | |
| combined_confidence | 0,4067 |
Servicio
| serve_quality_diff | 7,3283 | |
| first_serve_won_diff | 5,0500 | |
| second_serve_won_diff | -10,1000 | |
| bp_saved_diff | 2,8000 | |
| bp_converted_diff | -7,7750 | |
| aces_per_match_diff | 3,9167 |
Forma
| last5_wr_diff | 0,4000 | |
| last3_wr_diff | 0,0000 | |
| momentum_p1 | 80,0000 | |
| momentum_p2 | 70,0000 | |
| momentum_diff | 10,0000 | |
| weighted_momentum_diff | 6,5000 | |
| current_streak_diff | 0,0000 | |
| days_since_last_match_p1 | 1,0000 | |
| days_since_last_match_p2 | 0,0000 | |
| match_load_p1 | 2,0000 | |
| match_load_p2 | 2,0000 | |
| 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 | 0,0000 | |
| tiebreak_wr_p2 | 0,6667 | |
| serve_consistency_p1 | 15,5564 | |
| serve_consistency_p2 | 7,0759 |
Interacción
| surface_rank_synergy | 0,5193 | |
| rank_surface_mismatch_p1 | 0,2450 | |
| rank_surface_mismatch_p2 | 0,0883 | |
| elite_surface_amplifier | 0,0000 |
UTR
| utr_diff | 0,1800 | |
| utr_p1 | 0,4282 | |
| utr_p2 | 0,4071 | |
| utr_advantage | 1,5584 | |
| 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
21642
API ID
15313332
Gamdom ID
571484
Torneo
Auckland
Superficie
Hard
Ronda
Round of 32
Status
finished
JSON Data
{
"match": {
"id": 21642,
"api_id": 15313332,
"gamdom_id": 571484,
"player1": "Sofia Costoulas",
"player2": "Whitney Osuigwe",
"tournament": "Auckland",
"surface": "hard",
"round": "Round of 32",
"date": "2026-01-05T00:10:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 1.9100000000000001,
"p2": 1.9100000000000001
},
"gamdom": {
"p1": 1.48,
"p2": 2.65
},
"tnnslive": {
"p1": 1.47,
"p2": 2.65
}
},
"prediction": {
"prob_p1": 0.5334,
"prob_p2": 0.4666,
"winner": 1,
"confidence": 0.5334,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": 143,
"utr_singles": 11.72,
"utr_ranking": 179,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 25.0,
"wr_surface_wins": 1,
"wr_surface_total": 4,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 80.0,
"form_l10_wr": 70.0,
"form_l5_matches": 5,
"form_l10_matches": 10
},
"p2": {
"ranking": 152,
"utr_singles": 11.51,
"utr_ranking": 268,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 41.66666666666667,
"wr_surface_wins": 5,
"wr_surface_total": 12,
"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": 179,
"division": "Pro",
"is_pro": true
},
"p2": {
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"ranking": 268,
"division": "Pro",
"is_pro": true
}
},
"features": {
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"utr_p2": 0.40705882352941186,
"utr_diff": 0.17999999999999972,
"rank_ratio": 0.9693251533742331,
"h2h_matches": 0,
"momentum_p1": 80.0,
"momentum_p2": 70.0,
"points_diff": -15,
"utr_both_pro": 1.0,
"bp_saved_diff": 2.8000000000000043,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.0,
"last5_wr_diff": 0.4,
"match_load_p1": 2,
"match_load_p2": 2,
"momentum_diff": 10.0,
"p1_confidence": 0.35333333333333333,
"p2_confidence": 0.46,
"surface_wr_p1": 25.0,
"surface_wr_p2": 41.66666666666667,
"utr_advantage": 1.5584415584415559,
"utr_available": 1.0,
"best_rank_diff": -44,
"h2h_on_surface": 0,
"log_rank_ratio": -0.031155167779795576,
"rank_advantage": -5,
"tiebreak_wr_p1": 0.0,
"tiebreak_wr_p2": 0.6666666666666666,
"h2h_win_rate_p1": 0.5,
"match_load_diff": 0,
"surface_wr_diff": -16.66666666666667,
"bp_converted_diff": -7.774999999999984,
"p1_surface_matches": 4,
"p2_surface_matches": 12,
"serve_quality_diff": 7.328333333333333,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": 3.916666666666667,
"combined_confidence": 0.4066666666666667,
"current_streak_diff": 0,
"rank_tier_advantage": 0,
"first_serve_won_diff": 5.049999999999997,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": -0.5,
"serve_consistency_p1": 15.556362528780173,
"serve_consistency_p2": 7.075886530320103,
"surface_rank_synergy": 0.5192527963299264,
"surface_wr_p1_stable": 32.14285714285714,
"surface_wr_p2_stable": 43.75,
"second_serve_won_diff": -10.100000000000001,
"surface_matches_ratio": 0.3333333333333333,
"weighted_momentum_diff": 6.5,
"elite_surface_amplifier": 0.0,
"days_since_last_match_p1": 1,
"days_since_last_match_p2": 0,
"rank_surface_mismatch_p1": 0.245,
"rank_surface_mismatch_p2": 0.08833333333333326,
"surface_wr_diff_adjusted": -4.720238095238097,
"surface_tournaments_won_diff": 0
},
"feature_importance": {}
}