Kalman L Boyd vs Tommaso Compagnucci
UTR PTT Bonita Springs Men +H 01 | Clay |
21 Ene 2026, 00:50
21 Ene 2026, 00:50
Predicción IA (XGBoost 1.0.0)
Kalman L Boyd
Kalman …: 53,2%
Tommaso …: 46,8%
¿Por qué Kalman L Boyd?
Kalman …
Sin datos
Tommaso …
W38-L24
61% WR
vs UTR 13,5
L1
Confianza baja
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Kalman … | Tommaso … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 4,50 | 1,17 | 22,2% |
| Gamdom | 3,75 | 1,19 | 26,7% |
| IA Fair Odds | 1,88 | 2,14 | 53,2% |
Edge vs Mercado:
Kalman …: +32,6%
Tommaso …: -32,6%
Estadísticas de Jugadores
Kalman L Boyd
Ranking
#-
Forma L5
0% (1p)
Forma L10
0% (1p)
WR Clay
0/0 = 0,0%
Tommaso Compagnucci
Ranking
#-
UTR Rating
13,75 Pro
UTR Ranking
#527
Forma L5
60% (5p)
Forma L10
60% (5p)
WR Clay
5/10 = 50,0%
Momentum & Forma UTR
Kalman L Boyd
Sin datos UTR v4
Tommaso Compagnucci
Record 2025
38W - 24L (61%)
Racha
1L
UTR Oponentes
13,5
Últimos 5:
L
W
W
W
L
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 | -0,1000 | |
| last3_wr_diff | 0,1667 | |
| momentum_p1 | 50,0000 | |
| momentum_p2 | 40,0000 | |
| momentum_diff | 10,0000 | |
| weighted_momentum_diff | -5,0000 | |
| current_streak_diff | 1,0000 | |
| days_since_last_match_p1 | 30,0000 | |
| days_since_last_match_p2 | 57,0000 | |
| 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 | 9,4569 |
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 | 0,6765 | |
| utr_p2 | 0,6765 | |
| 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
23663
API ID
15381370
Gamdom ID
606557
Torneo
UTR PTT Bonita Springs Men +H 01
Superficie
Clay
Ronda
Status
finished
JSON Data
{
"match": {
"id": 23663,
"api_id": 15381370,
"gamdom_id": 606557,
"player1": "Kalman L Boyd",
"player2": "Tommaso Compagnucci",
"tournament": "UTR PTT Bonita Springs Men +H 01",
"surface": "clay",
"round": "",
"date": "2026-01-20T20:50:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 4.5,
"p2": 1.1666666666666667
},
"gamdom": {
"p1": 3.75,
"p2": 1.19
},
"tnnslive": {
"p1": null,
"p2": null
}
},
"prediction": {
"prob_p1": 0.5323,
"prob_p2": 0.4677,
"winner": 1,
"confidence": 0.5323,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": null,
"utr_ranking": null,
"utr_division": null,
"utr_pro": null,
"utr_v4_available": false,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 0.0,
"form_l10_wr": 0.0,
"form_l5_matches": 1,
"form_l10_matches": 1
},
"p2": {
"ranking": null,
"utr_singles": 13.75,
"utr_ranking": 527,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_wins": 38,
"utr_v4_losses": 24,
"utr_v4_wr": 61.29032258064516,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 1,
"utr_v4_avg_opp_utr": 13.46,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 14.12,
"opponent_name": "Lilian Marmousez"
},
{
"win": true,
"opponent_utr": 13.57,
"opponent_name": "Tiago Torres"
},
{
"win": true,
"opponent_utr": 13.44,
"opponent_name": "Robin Catry"
},
{
"win": true,
"opponent_utr": 13.69,
"opponent_name": "Alec Deckers"
},
{
"win": false,
"opponent_utr": 13.81,
"opponent_name": "Georgii Kravchenko"
}
],
"utr_v4_synced": "2025-12-07T19:58:52.116052+00:00",
"utr_v4_available": true,
"wr_surface": 50.0,
"wr_surface_wins": 5,
"wr_surface_total": 10,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 60.0,
"form_l10_wr": 60.0,
"form_l5_matches": 5,
"form_l10_matches": 5
}
},
"utr": {
"p1": {
"score": null,
"ranking": null,
"division": null,
"is_pro": null
},
"p2": {
"score": 13.75,
"ranking": 527,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.6764705882352942,
"utr_p2": 0.6764705882352942,
"utr_diff": 0.0,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 50.0,
"momentum_p2": 40.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.16666666666666669,
"last5_wr_diff": -0.09999999999999998,
"match_load_p1": 0,
"match_load_p2": 0,
"momentum_diff": 10.0,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": 0.0,
"utr_available": 0.0,
"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": 0,
"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": 9.456933101923253,
"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": -5.0,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 30,
"days_since_last_match_p2": 57,
"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": {}
}