Renee Alame vs Miriam Bianca Bulgaru
Canberra, Australia | Hard | Qualification Round 1
04 Ene 2026, 08:10
04 Ene 2026, 08:10
Predicción IA (XGBoost 1.0.0)
Miriam Bianca Bulgaru
Renee …: 26,1%
Miriam …: 73,9%
¿Por qué Miriam Bianca Bulgaru?
Renee …
W42-L28
60% WR
vs UTR 10,0
L1
Miriam …
Sin datos
Confianza media
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (35%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Renee … | Miriam … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 6,50 | 1,11 | 15,4% |
| Gamdom | 5,20 | 1,12 | 19,2% |
| IA Fair Odds | 3,83 | 1,35 | 26,1% |
Edge vs Mercado:
Renee …: +11,5%
Miriam …: -11,5%
Estadísticas de Jugadores
Renee Alame
Ranking
#-
UTR Rating
10,00 Junior
UTR Ranking
#57
Forma L5
0% (1p)
Forma L10
0% (1p)
WR Hard
0/1 = 0,0%
Miriam Bianca Bulgaru
Ranking
#199
Forma L5
40% (5p)
Forma L10
50% (10p)
WR Hard
1/6 = 16,7%
Momentum & Forma UTR
Renee Alame
Record 2025
42W - 28L (60%)
Racha
1L
UTR Oponentes
10,0
Últimos 5:
L
W
W
W
L
Miriam Bianca Bulgaru
Sin datos UTR v4
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | -300,0000 | |
| rank_ratio | 0,4000 | |
| log_rank_ratio | -0,9163 | |
| rank_tier_advantage | -1,0000 | |
| points_diff | -362,0000 | |
| best_rank_diff | -332,0000 |
Superficie
| surface_wr_diff | -16,6667 | |
| surface_wr_diff_adjusted | -9,2323 | |
| surface_matches_ratio | 0,1667 | |
| surface_tournaments_won_diff | 0,0000 | |
| surface_wr_p1 | 0,0000 | |
| surface_wr_p2 | 16,6667 | |
| surface_wr_p1_stable | 4,0000 | |
| surface_wr_p2_stable | 30,6316 | |
| p1_surface_matches | 1,0000 | |
| p2_surface_matches | 6,0000 | |
| p1_surface_dominance | -1,0000 |
Confianza
| p1_confidence | 0,3133 | |
| p2_confidence | 0,3800 | |
| combined_confidence | 0,3467 |
Servicio
| serve_quality_diff | -23,9167 | |
| first_serve_won_diff | -11,3500 | |
| second_serve_won_diff | -45,2500 | |
| bp_saved_diff | -11,7500 | |
| bp_converted_diff | 25,4500 | |
| aces_per_match_diff | -2,3333 |
Forma
| last5_wr_diff | -0,4000 | |
| last3_wr_diff | -0,3333 | |
| momentum_p1 | 0,0000 | |
| momentum_p2 | 28,0000 | |
| momentum_diff | -28,0000 | |
| weighted_momentum_diff | -18,5650 | |
| current_streak_diff | 1,0000 | |
| days_since_last_match_p1 | 364,0000 | |
| days_since_last_match_p2 | 33,0000 | |
| 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 | 0,0000 | |
| tiebreak_wr_p2 | 0,0000 | |
| serve_consistency_p1 | 10,0000 | |
| serve_consistency_p2 | 7,8452 |
Interacción
| surface_rank_synergy | 15,2715 | |
| rank_surface_mismatch_p1 | 0,2000 | |
| rank_surface_mismatch_p2 | 0,6333 | |
| elite_surface_amplifier | 0,0000 |
UTR
| utr_diff | 0,0000 | |
| utr_p1 | 0,2353 | |
| utr_p2 | 0,2353 | |
| utr_advantage | 0,0000 | |
| utr_both_pro | 0,0000 | |
| utr_available | 0,0000 | |
| utr_expected_prob | 0,0000 | |
| utr_closeness | 0,0000 | |
| utr_data_quality | 0,0000 |
Top 10 Features (Modelo)
Info del Partido
Match ID
21373
API ID
15309848
Gamdom ID
569297
Torneo
Canberra, Australia
Superficie
Hard
Ronda
Qualification Round 1
Status
finished
JSON Data
{
"match": {
"id": 21373,
"api_id": 15309848,
"gamdom_id": 569297,
"player1": "Renee Alame",
"player2": "Miriam Bianca Bulgaru",
"tournament": "Canberra, Australia",
"surface": "hard",
"round": "Qualification Round 1",
"date": "2026-01-04T04:10:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 6.5,
"p2": 1.1111111111111112
},
"gamdom": {
"p1": 5.2,
"p2": 1.12
},
"tnnslive": {
"p1": 5.89,
"p2": 1.11
}
},
"prediction": {
"prob_p1": 0.2611,
"prob_p2": 0.7389,
"winner": 2,
"confidence": 0.7389,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 10.0,
"utr_ranking": 57,
"utr_division": "Junior",
"utr_pro": false,
"utr_v4_wins": 42,
"utr_v4_losses": 28,
"utr_v4_wr": 60.0,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 1,
"utr_v4_avg_opp_utr": 10.03,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 10.0,
"opponent_name": "Noelia Manta"
},
{
"win": true,
"opponent_utr": 9.0,
"opponent_name": "Lucy King Oyebog Atang"
},
{
"win": true,
"opponent_utr": 10.0,
"opponent_name": "Fleur De Bresser"
},
{
"win": true,
"opponent_utr": 10.8,
"opponent_name": "Annika Penickova"
},
{
"win": false,
"opponent_utr": 10.75,
"opponent_name": "Maia Ilinca Burcescu"
}
],
"utr_v4_synced": "2025-12-07T19:58:19.437647+00:00",
"utr_v4_available": true,
"wr_surface": 0.0,
"wr_surface_wins": 0,
"wr_surface_total": 1,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 0.0,
"form_l10_wr": 0.0,
"form_l5_matches": 1,
"form_l10_matches": 1
},
"p2": {
"ranking": 199,
"utr_singles": null,
"utr_ranking": null,
"utr_division": null,
"utr_pro": null,
"utr_v4_available": false,
"wr_surface": 16.666666666666664,
"wr_surface_wins": 1,
"wr_surface_total": 6,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 40.0,
"form_l10_wr": 50.0,
"form_l5_matches": 5,
"form_l10_matches": 10
}
},
"utr": {
"p1": {
"score": 10.0,
"ranking": 57,
"division": "Junior",
"is_pro": false
},
"p2": {
"score": null,
"ranking": null,
"division": null,
"is_pro": null
}
},
"features": {
"utr_p1": 0.23529411764705882,
"utr_p2": 0.23529411764705882,
"utr_diff": 0.0,
"rank_ratio": 0.4,
"h2h_matches": 0,
"momentum_p1": 0.0,
"momentum_p2": 28.000000000000004,
"points_diff": -362,
"utr_both_pro": 0.0,
"bp_saved_diff": -11.75,
"h2h_wins_diff": 0,
"last3_wr_diff": -0.3333333333333333,
"last5_wr_diff": -0.4,
"match_load_p1": 0,
"match_load_p2": 0,
"momentum_diff": -28.000000000000004,
"p1_confidence": 0.3133333333333333,
"p2_confidence": 0.38,
"surface_wr_p1": 0,
"surface_wr_p2": 16.666666666666664,
"utr_advantage": 0.0,
"utr_available": 0.0,
"best_rank_diff": -332,
"h2h_on_surface": 0,
"log_rank_ratio": -0.916290731874155,
"rank_advantage": -300,
"tiebreak_wr_p1": 0.0,
"tiebreak_wr_p2": 0.0,
"h2h_win_rate_p1": 0.5,
"match_load_diff": 0,
"surface_wr_diff": -16.666666666666664,
"bp_converted_diff": 25.450000000000003,
"p1_surface_matches": 1,
"p2_surface_matches": 6,
"serve_quality_diff": -23.916666666666664,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": -2.3333333333333335,
"combined_confidence": 0.3466666666666667,
"current_streak_diff": 1,
"rank_tier_advantage": -1,
"first_serve_won_diff": -11.350000000000001,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": -1.0,
"serve_consistency_p1": 10.0,
"serve_consistency_p2": 7.845178014494788,
"surface_rank_synergy": 15.271512197902581,
"surface_wr_p1_stable": 4.0,
"surface_wr_p2_stable": 30.63157894736842,
"second_serve_won_diff": -45.25000000000001,
"surface_matches_ratio": 0.16666666666666666,
"weighted_momentum_diff": -18.565,
"elite_surface_amplifier": 0.0,
"days_since_last_match_p1": 364,
"days_since_last_match_p2": 33,
"rank_surface_mismatch_p1": 0.19999999999999996,
"rank_surface_mismatch_p2": 0.6333333333333334,
"surface_wr_diff_adjusted": -9.232280701754386,
"surface_tournaments_won_diff": 0
},
"feature_importance": {}
}