Malkia Ngounoue vs Emma Jackson
UTR PTT Boca Raton Women 10 | Hard |
10 Dec 2025, 19:10
10 Dec 2025, 19:10
Predicción IA (XGBoost 1.0.0)
Malkia Ngounoue
Malkia …: 57.4%
Emma …: 42.6%
¿Por qué Malkia Ngounoue?
UTR 10.00 vs 10.00
— Niveles similares
Malkia …
W85-L24
78% WR
vs UTR 9.2
W1
Emma …
W21-L10
68% WR
vs UTR 9.7
W2
Confianza baja
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Malkia … | Emma … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 1.83 | 1.83 | 54.5% |
| IA Fair Odds | 1.74 | 2.35 | 57.4% |
Edge vs Mercado:
Malkia …: +7.4%
Emma …: -7.4%
Estadísticas de Jugadores
Malkia Ngounoue
Ranking
#-
UTR Rating
10.00 General
UTR Ranking
#1217
Forma L5
100% (1p)
Forma L10
100% (1p)
WR Hard
0/0 = 0.0%
Emma Jackson
Ranking
#-
UTR Rating
10.00 General
UTR Ranking
#970
Forma L5
100% (2p)
Forma L10
100% (2p)
WR Hard
0/0 = 0.0%
Momentum & Forma UTR
Malkia Ngounoue
Record 2025
85W - 24L (78%)
Racha
1W
UTR Oponentes
9.2
Últimos 5:
W
L
W
W
L
Emma Jackson
Record 2025
21W - 10L (68%)
Racha
2W
UTR Oponentes
9.7
Últimos 5:
W
W
L
L
W
Análisis Momentum
Momentum similar entre ambos jugadores.
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | 0.0000 | |
| rank_ratio | 1.0000 | |
| log_rank_ratio | 0.0000 | |
| rank_tier_advantage | 0.0000 | |
| points_diff | 0.0000 | |
| best_rank_diff | 0.0000 |
Superficie
| surface_wr_diff | 0.0000 | |
| surface_wr_diff_adjusted | 0.0000 | |
| surface_matches_ratio | 0.0000 | |
| surface_tournaments_won_diff | 0.0000 | |
| surface_wr_p1 | 0.0000 | |
| surface_wr_p2 | 0.0000 | |
| surface_wr_p1_stable | 50.0000 | |
| surface_wr_p2_stable | 50.0000 | |
| p1_surface_matches | 0.0000 | |
| p2_surface_matches | 0.0000 | |
| p1_surface_dominance | 0.0000 |
Confianza
| p1_confidence | 0.3000 | |
| p2_confidence | 0.3000 | |
| combined_confidence | 0.3000 |
Servicio
| serve_quality_diff | 0.0000 | |
| first_serve_won_diff | 0.0000 | |
| second_serve_won_diff | 0.0000 | |
| bp_saved_diff | 0.0000 | |
| bp_converted_diff | 0.0000 | |
| aces_per_match_diff | 0.0000 |
Forma
| last5_wr_diff | 0.0000 | |
| last3_wr_diff | 0.0000 | |
| momentum_p1 | 100.0000 | |
| momentum_p2 | 100.0000 | |
| momentum_diff | 0.0000 | |
| weighted_momentum_diff | 0.0000 | |
| current_streak_diff | -1.0000 | |
| days_since_last_match_p1 | 2.0000 | |
| days_since_last_match_p2 | 2.0000 | |
| match_load_p1 | 1.0000 | |
| match_load_p2 | 2.0000 | |
| match_load_diff | -1.0000 |
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 | 1.5705 |
Interacción
| surface_rank_synergy | 0.0000 | |
| rank_surface_mismatch_p1 | 0.5000 | |
| rank_surface_mismatch_p2 | 0.5000 | |
| 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 | 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
19040
API ID
15186197
Gamdom ID
-
Torneo
UTR PTT Boca Raton Women 10
Superficie
Hard
Ronda
Status
scheduled
JSON Data
{
"match": {
"id": 19040,
"api_id": 15186197,
"gamdom_id": null,
"player1": "Malkia Ngounoue",
"player2": "Emma Jackson",
"tournament": "UTR PTT Boca Raton Women 10",
"surface": "hard",
"round": "",
"date": "2025-12-10T19:10:00+00:00",
"status": "scheduled"
},
"odds": {
"sofascore": {
"p1": 1.8333333333333335,
"p2": 1.8333333333333335
},
"gamdom": {
"p1": null,
"p2": null
},
"tnnslive": {
"p1": 1.9,
"p2": 1.81
}
},
"prediction": {
"prob_p1": 0.574,
"prob_p2": 0.426,
"winner": 1,
"confidence": 0.574,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 10.0,
"utr_ranking": 1217,
"utr_division": "General",
"utr_pro": false,
"utr_v4_wins": 85,
"utr_v4_losses": 24,
"utr_v4_wr": 77.98165137614679,
"utr_v4_win_streak": 1,
"utr_v4_lose_streak": 0,
"utr_v4_avg_opp_utr": 9.22,
"utr_v4_recent": [
{
"win": true,
"opponent_utr": 10.23,
"opponent_name": "Lara Smejkal"
},
{
"win": false,
"opponent_utr": 10.55,
"opponent_name": "Adriana Reami"
},
{
"win": true,
"opponent_utr": 8.0,
"opponent_name": "Shradha Grover"
},
{
"win": true,
"opponent_utr": 9.79,
"opponent_name": "Samantha Alicea"
},
{
"win": false,
"opponent_utr": 11.54,
"opponent_name": "Eva Vedder"
}
],
"utr_v4_synced": "2025-12-07T19:57:31.927055+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 100.0,
"form_l10_wr": 100.0,
"form_l5_matches": 1,
"form_l10_matches": 1
},
"p2": {
"ranking": null,
"utr_singles": 10.0,
"utr_ranking": 970,
"utr_division": "General",
"utr_pro": false,
"utr_v4_wins": 21,
"utr_v4_losses": 10,
"utr_v4_wr": 67.74193548387096,
"utr_v4_win_streak": 2,
"utr_v4_lose_streak": 0,
"utr_v4_avg_opp_utr": 9.74,
"utr_v4_recent": [
{
"win": true,
"opponent_utr": 9.64,
"opponent_name": "Anika Jaskova"
},
{
"win": true,
"opponent_utr": 10.1,
"opponent_name": "Kolie Allen"
},
{
"win": false,
"opponent_utr": 11.28,
"opponent_name": "Akasha Urhobo"
},
{
"win": false,
"opponent_utr": 9.0,
"opponent_name": "Stanislava BOBROVNIKOVA"
},
{
"win": true,
"opponent_utr": 9.0,
"opponent_name": "Ela Sahnis"
}
],
"utr_v4_synced": "2025-12-07T19:56:14.277405+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 100.0,
"form_l10_wr": 100.0,
"form_l5_matches": 2,
"form_l10_matches": 2
}
},
"utr": {
"p1": {
"score": 10.0,
"ranking": 1217,
"division": "General",
"is_pro": false
},
"p2": {
"score": 10.0,
"ranking": 970,
"division": "General",
"is_pro": false
}
},
"features": {
"utr_p1": 0.23529411764705882,
"utr_p2": 0.23529411764705882,
"utr_diff": 0.0,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 100.0,
"momentum_p2": 100.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.0,
"last5_wr_diff": 0.0,
"match_load_p1": 1,
"match_load_p2": 2,
"momentum_diff": 0.0,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": 0.0,
"utr_available": 1.0,
"best_rank_diff": 0,
"h2h_on_surface": 0,
"log_rank_ratio": 0.0,
"rank_advantage": 0,
"tiebreak_wr_p1": 0.0,
"tiebreak_wr_p2": 0.0,
"h2h_win_rate_p1": 0.5,
"match_load_diff": -1,
"surface_wr_diff": 0,
"bp_converted_diff": 0,
"p1_surface_matches": 0,
"p2_surface_matches": 0,
"serve_quality_diff": 0.0,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": 0,
"combined_confidence": 0.3,
"current_streak_diff": -1,
"rank_tier_advantage": 0,
"first_serve_won_diff": 0,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": 0.0,
"serve_consistency_p1": 10.0,
"serve_consistency_p2": 1.5704584040746994,
"surface_rank_synergy": 0.0,
"surface_wr_p1_stable": 50.0,
"surface_wr_p2_stable": 50.0,
"second_serve_won_diff": 0,
"surface_matches_ratio": 0.0,
"weighted_momentum_diff": 0,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 2,
"days_since_last_match_p2": 2,
"rank_surface_mismatch_p1": 0.5,
"rank_surface_mismatch_p2": 0.5,
"surface_wr_diff_adjusted": 0.0,
"surface_tournaments_won_diff": 0
},
"feature_importance": {}
}