Henry Lieberman vs Daniil Kakhniuk
UTR PTT Bonita Springs Men +H 01 | Clay | Semifinals
24 Ene 2026, 20:00
24 Ene 2026, 20:00
Predicción IA (XGBoost 1.0.0)
Daniil Kakhniuk
Henry …: 40,3%
Daniil …: 59,7%
¿Por qué Daniil Kakhniuk?
UTR 12,46 vs 12,69
(-0,23)
— Niveles similares
Henry …
W28-L24
54% WR
vs UTR 11,9
W1
Daniil …
W50-L39
56% WR
vs UTR 11,9
W1
Confianza baja
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Henry … | Daniil … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 2,25 | 1,57 | 44,4% |
| Gamdom | 2,06 | 1,60 | 48,5% |
| IA Fair Odds | 2,48 | 1,68 | 40,3% |
Edge vs Mercado:
Henry …: -0,8%
Daniil …: +0,8%
Estadísticas de Jugadores
Henry Lieberman
Ranking
#-
UTR Rating
12,46 Pro
UTR Ranking
#1624
Forma L5
60% (5p)
Forma L10
70% (10p)
WR Clay
0/0 = 0,0%
Daniil Kakhniuk
Ranking
#-
UTR Rating
12,69 Pro
UTR Ranking
#1526
Forma L5
80% (5p)
Forma L10
70% (10p)
WR Clay
0/0 = 0,0%
Momentum & Forma UTR
Henry Lieberman
Record 2025
28W - 24L (54%)
Racha
1W
UTR Oponentes
11,9
Últimos 5:
W
L
L
W
W
Daniil Kakhniuk
Record 2025
50W - 39L (56%)
Racha
1W
UTR Oponentes
11,9
Últimos 5:
W
L
W
W
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 | -0,2000 | |
| last3_wr_diff | -0,3333 | |
| momentum_p1 | 68,0000 | |
| momentum_p2 | 92,0000 | |
| momentum_diff | -24,0000 | |
| weighted_momentum_diff | -18,0000 | |
| current_streak_diff | -2,0000 | |
| days_since_last_match_p1 | 0,0000 | |
| days_since_last_match_p2 | 0,0000 | |
| match_load_p1 | 10,0000 | |
| match_load_p2 | 4,0000 | |
| match_load_diff | 6,0000 |
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 | 15,0912 | |
| serve_consistency_p2 | 7,0542 |
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 | -0,2300 | |
| utr_p1 | 0,5247 | |
| utr_p2 | 0,5518 | |
| utr_advantage | -1,8290 | |
| 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
23974
API ID
15419350
Gamdom ID
627723
Torneo
UTR PTT Bonita Springs Men +H 01
Superficie
Clay
Ronda
Semifinals
Status
finished
JSON Data
{
"match": {
"id": 23974,
"api_id": 15419350,
"gamdom_id": 627723,
"player1": "Henry Lieberman",
"player2": "Daniil Kakhniuk",
"tournament": "UTR PTT Bonita Springs Men +H 01",
"surface": "clay",
"round": "Semifinals",
"date": "2026-01-24T16:00:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 2.25,
"p2": 1.5714285714285714
},
"gamdom": {
"p1": 2.06,
"p2": 1.6
},
"tnnslive": {
"p1": 2.21,
"p2": 1.59
}
},
"prediction": {
"prob_p1": 0.4034,
"prob_p2": 0.5966,
"winner": 2,
"confidence": 0.5966,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 12.46,
"utr_ranking": 1624,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_wins": 28,
"utr_v4_losses": 24,
"utr_v4_wr": 53.84615384615385,
"utr_v4_win_streak": 1,
"utr_v4_lose_streak": 0,
"utr_v4_avg_opp_utr": 11.86,
"utr_v4_recent": [
{
"win": true,
"opponent_utr": 7.0,
"opponent_name": "Orion Blackmore"
},
{
"win": false,
"opponent_utr": 13.11,
"opponent_name": "Keshav Chopra"
},
{
"win": false,
"opponent_utr": 13.09,
"opponent_name": "Marcus Walters"
},
{
"win": true,
"opponent_utr": 12.0,
"opponent_name": "Maties Torres Ramis"
},
{
"win": true,
"opponent_utr": 12.88,
"opponent_name": "Daniel Verbeek"
}
],
"utr_v4_synced": "2025-12-07T19:56:37.814384+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 60.0,
"form_l10_wr": 70.0,
"form_l5_matches": 5,
"form_l10_matches": 10
},
"p2": {
"ranking": null,
"utr_singles": 12.69,
"utr_ranking": 1526,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_wins": 50,
"utr_v4_losses": 39,
"utr_v4_wr": 56.17977528089888,
"utr_v4_win_streak": 1,
"utr_v4_lose_streak": 0,
"utr_v4_avg_opp_utr": 11.88,
"utr_v4_recent": [
{
"win": true,
"opponent_utr": 12.93,
"opponent_name": "Matei Todoran"
},
{
"win": false,
"opponent_utr": 12.67,
"opponent_name": "Luke Hooper"
},
{
"win": true,
"opponent_utr": 10.0,
"opponent_name": "Daniil Lunev"
},
{
"win": true,
"opponent_utr": 11.02,
"opponent_name": "Leon Formella"
},
{
"win": true,
"opponent_utr": 13.14,
"opponent_name": "Yaroslav Demin"
}
],
"utr_v4_synced": "2025-12-07T19:55:56.374296+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 80.0,
"form_l10_wr": 70.0,
"form_l5_matches": 5,
"form_l10_matches": 10
}
},
"utr": {
"p1": {
"score": 12.46,
"ranking": 1624,
"division": "Pro",
"is_pro": true
},
"p2": {
"score": 12.69,
"ranking": 1526,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.5247058823529412,
"utr_p2": 0.5517647058823529,
"utr_diff": -0.22999999999999865,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 68.0,
"momentum_p2": 92.0,
"points_diff": 0,
"utr_both_pro": 1.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": -0.33333333333333337,
"last5_wr_diff": -0.20000000000000007,
"match_load_p1": 10,
"match_load_p2": 4,
"momentum_diff": -24.0,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": -1.829025844930407,
"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": 6,
"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": -2,
"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": 15.09117900105608,
"serve_consistency_p2": 7.054236523320447,
"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": -18.0,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 0,
"days_since_last_match_p2": 0,
"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": {}
}