Lachlan Gaskell vs Kaipo Marshall
UTR PTT Bonita Springs Men +H 01 | Clay | Semifinals
25 Ene 2026, 00:00
25 Ene 2026, 00:00
Predicción IA (XGBoost 1.0.0)
Lachlan Gaskell
Lachlan …: 53,9%
Kaipo …: 46,1%
¿Por qué Lachlan Gaskell?
UTR 12,00 vs 12,00
— Niveles similares
Lachlan …
W19-L29
40% WR
vs UTR 12,1
L1
Kaipo …
Sin datos
Confianza baja
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Lachlan … | Kaipo … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 2,00 | 1,73 | 50,0% |
| Gamdom | 1,87 | 1,74 | 53,5% |
| IA Fair Odds | 1,86 | 2,17 | 53,9% |
Edge vs Mercado:
Lachlan …: +7,5%
Kaipo …: -7,5%
Estadísticas de Jugadores
Lachlan Gaskell
Ranking
#-
UTR Rating
12,00 General
UTR Ranking
#3538
Forma L5
50% (4p)
Forma L10
50% (4p)
WR Clay
0/0 = 0,0%
Kaipo Marshall
Ranking
#-
UTR Rating
12,00 Pro
UTR Ranking
#1646
Forma L5
25% (4p)
Forma L10
25% (4p)
WR Clay
0/0 = 0,0%
Momentum & Forma UTR
Lachlan Gaskell
Record 2025
19W - 29L (40%)
Racha
1L
UTR Oponentes
12,1
Últimos 5:
L
W
L
W
L
Kaipo Marshall
Sin datos UTR v4
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 | 0,2500 | |
| last3_wr_diff | 0,0000 | |
| momentum_p1 | 48,9796 | |
| momentum_p2 | 40,8163 | |
| momentum_diff | 8,1633 | |
| weighted_momentum_diff | 6,1224 | |
| current_streak_diff | 0,0000 | |
| days_since_last_match_p1 | 1,0000 | |
| days_since_last_match_p2 | 1,0000 | |
| match_load_p1 | 4,0000 | |
| match_load_p2 | 4,0000 | |
| 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 | 7,0680 | |
| serve_consistency_p2 | 11,5446 |
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 | 0,4706 | |
| utr_p2 | 0,4706 | |
| 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
23977
API ID
15419356
Gamdom ID
627721
Torneo
UTR PTT Bonita Springs Men +H 01
Superficie
Clay
Ronda
Semifinals
Status
finished
JSON Data
{
"match": {
"id": 23977,
"api_id": 15419356,
"gamdom_id": 627721,
"player1": "Lachlan Gaskell",
"player2": "Kaipo Marshall",
"tournament": "UTR PTT Bonita Springs Men +H 01",
"surface": "clay",
"round": "Semifinals",
"date": "2026-01-24T20:00:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 2.0,
"p2": 1.7272727272727273
},
"gamdom": {
"p1": 1.87,
"p2": 1.74
},
"tnnslive": {
"p1": null,
"p2": null
}
},
"prediction": {
"prob_p1": 0.5386,
"prob_p2": 0.4614,
"winner": 1,
"confidence": 0.5386,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 12.0,
"utr_ranking": 3538,
"utr_division": "General",
"utr_pro": false,
"utr_v4_wins": 19,
"utr_v4_losses": 29,
"utr_v4_wr": 39.58333333333333,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 1,
"utr_v4_avg_opp_utr": 12.06,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 13.62,
"opponent_name": "Thijs Boogaard"
},
{
"win": true,
"opponent_utr": 12.73,
"opponent_name": "Tristan Stringer"
},
{
"win": false,
"opponent_utr": 12.64,
"opponent_name": "Roberto Ferrer Guimaraes"
},
{
"win": true,
"opponent_utr": 13.02,
"opponent_name": "Clement Lemire"
},
{
"win": false,
"opponent_utr": 12.0,
"opponent_name": "Jerrid Gaines Jr"
}
],
"utr_v4_synced": "2025-12-07T19:57:14.587217+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 50.0,
"form_l10_wr": 50.0,
"form_l5_matches": 4,
"form_l10_matches": 4
},
"p2": {
"ranking": null,
"utr_singles": 12.0,
"utr_ranking": 1646,
"utr_division": "Pro",
"utr_pro": false,
"utr_v4_available": false,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 25.0,
"form_l10_wr": 25.0,
"form_l5_matches": 4,
"form_l10_matches": 4
}
},
"utr": {
"p1": {
"score": 12.0,
"ranking": 3538,
"division": "General",
"is_pro": false
},
"p2": {
"score": 12.0,
"ranking": 1646,
"division": "Pro",
"is_pro": false
}
},
"features": {
"utr_p1": 0.47058823529411764,
"utr_p2": 0.47058823529411764,
"utr_diff": 0.0,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 48.9795918367347,
"momentum_p2": 40.816326530612244,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.0,
"last5_wr_diff": 0.25,
"match_load_p1": 4,
"match_load_p2": 4,
"momentum_diff": 8.163265306122454,
"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": 0,
"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": 7.0680126276950554,
"serve_consistency_p2": 11.544607597591181,
"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": 6.122448979591837,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 1,
"days_since_last_match_p2": 1,
"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": {}
}