Sho Shimabukuro vs Thai-Son Kwiatkowski
Dallas | Hard | Qualification Round 1
07 Feb 2026, 22:20
07 Feb 2026, 22:20
Predicción IA (XGBoost 1.0.0)
Sho Shimabukuro
Sho …: 94,5%
Thai-Son …: 5,5%
¿Por qué Sho Shimabukuro?
Sho …
Sin datos
Thai-Son …
W0-L4
0% WR
vs UTR 13,9
L4
Alta confianza
| Tier: ?
Comparativo de Odds
| Fuente | Sho … | Thai-Son … | Prob Impl. P1 |
|---|---|---|---|
| Gamdom | 1,06 | 7,40 | 94,3% |
| IA Fair Odds | 1,06 | 18,05 | 94,5% |
Estadísticas de Jugadores
Sho Shimabukuro
Ranking
#141
UTR Rating
14,55 Pro
UTR Ranking
#167
Forma L5
40% (5p)
Forma L10
50% (10p)
WR Hard
30/47 = 63,8%
Thai-Son Kwiatkowski
Ranking
#-
UTR Ranking
#1063 General
Forma L5
0% (2p)
Forma L10
0% (2p)
WR Hard
0/3 = 0,0%
Momentum & Forma UTR
Sho Shimabukuro
Sin datos UTR v4
Thai-Son Kwiatkowski
Record 2025
0W - 4L (0%)
Racha
4L
UTR Oponentes
13,9
Últimos 5:
L
L
L
L
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | 359,0000 | |
| rank_ratio | 3,5461 | |
| log_rank_ratio | 1,2658 | |
| rank_tier_advantage | 1,0000 | |
| points_diff | 441,0000 | |
| best_rank_diff | 365,0000 |
Superficie
| surface_wr_diff | 63,8298 | |
| surface_wr_diff_adjusted | 36,2964 | |
| surface_matches_ratio | 15,6667 | |
| surface_tournaments_won_diff | 2,0000 | |
| surface_wr_p1 | 63,8298 | |
| surface_wr_p2 | 0,0000 | |
| surface_wr_p1_stable | 62,7451 | |
| surface_wr_p2_stable | 8,5714 | |
| p1_surface_matches | 47,0000 | |
| p2_surface_matches | 3,0000 | |
| p1_surface_dominance | 0,2766 |
Confianza
| p1_confidence | 1,0000 | |
| p2_confidence | 0,3400 | |
| combined_confidence | 0,6700 |
Servicio
| serve_quality_diff | 4,9721 | |
| first_serve_won_diff | 3,9816 | |
| second_serve_won_diff | 5,3986 | |
| bp_saved_diff | -9,7695 | |
| bp_converted_diff | 24,5582 | |
| aces_per_match_diff | 0,6809 |
Forma
| last5_wr_diff | 0,4000 | |
| last3_wr_diff | 0,0000 | |
| momentum_p1 | 10,0000 | |
| momentum_p2 | 0,0000 | |
| momentum_diff | 10,0000 | |
| weighted_momentum_diff | 8,1000 | |
| current_streak_diff | -1,0000 | |
| days_since_last_match_p1 | 25,0000 | |
| days_since_last_match_p2 | 175,0000 | |
| 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 | 0,5833 | |
| tiebreak_wr_p2 | 0,0000 | |
| serve_consistency_p1 | 6,1541 | |
| serve_consistency_p2 | 4,6154 |
Interacción
| surface_rank_synergy | 80,7988 | |
| rank_surface_mismatch_p1 | 0,2207 | |
| rank_surface_mismatch_p2 | 0,1410 | |
| elite_surface_amplifier | 63,8298 |
UTR
| utr_diff | 2,5898 | |
| utr_p1 | 0,7706 | |
| utr_p2 | 0,4659 | |
| utr_advantage | 19,5381 | |
| utr_both_pro | 0,0000 | |
| utr_available | 0,5000 | |
| utr_expected_prob | 0,0000 | |
| utr_closeness | 0,0000 | |
| utr_data_quality | 0,0000 |
Top 10 Features (Modelo)
Info del Partido
Match ID
25928
API ID
15500439
Gamdom ID
667698
Torneo
Dallas
Superficie
Hard
Ronda
Qualification Round 1
Status
scheduled
JSON Data
{
"match": {
"id": 25928,
"api_id": 15500439,
"gamdom_id": 667698,
"player1": "Sho Shimabukuro",
"player2": "Thai-Son Kwiatkowski",
"tournament": "Dallas",
"surface": "hard",
"round": "Qualification Round 1",
"date": "2026-02-07T18:20:00+00:00",
"status": "scheduled"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": 1.06,
"p2": 7.4
},
"tnnslive": {
"p1": 1.12,
"p2": 5.95
}
},
"prediction": {
"prob_p1": 0.9446,
"prob_p2": 0.0554,
"winner": 1,
"confidence": 0.9446,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": 141,
"utr_singles": 14.55,
"utr_ranking": 167,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 63.829787234042556,
"wr_surface_wins": 30,
"wr_surface_total": 47,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 40.0,
"form_l10_wr": 50.0,
"form_l5_matches": 5,
"form_l10_matches": 10
},
"p2": {
"ranking": null,
"utr_singles": null,
"utr_ranking": 1063,
"utr_division": "General",
"utr_pro": false,
"utr_v4_wins": 0,
"utr_v4_losses": 4,
"utr_v4_wr": 0.0,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 4,
"utr_v4_avg_opp_utr": 13.86,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 13.71,
"opponent_name": "Patrick Zahraj"
},
{
"win": false,
"opponent_utr": 14.12,
"opponent_name": "Alex Rybakov"
},
{
"win": false,
"opponent_utr": 13.45,
"opponent_name": "Karl Poling"
},
{
"win": false,
"opponent_utr": 14.17,
"opponent_name": "Murphy Cassone"
}
],
"utr_v4_synced": "2025-12-07T19:58:46.812126+00:00",
"utr_v4_available": true,
"wr_surface": 0.0,
"wr_surface_wins": 0,
"wr_surface_total": 3,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 0.0,
"form_l10_wr": 0.0,
"form_l5_matches": 2,
"form_l10_matches": 2
}
},
"utr": {
"p1": {
"score": 14.55,
"ranking": 167,
"division": "Pro",
"is_pro": true
},
"p2": {
"score": null,
"ranking": 1063,
"division": "General",
"is_pro": false
}
},
"features": {
"utr_p1": 0.7705882352941177,
"utr_p2": 0.46590589449588876,
"utr_diff": 2.589799896784946,
"rank_ratio": 3.5460992907801416,
"h2h_matches": 0,
"momentum_p1": 10.0,
"momentum_p2": 0.0,
"points_diff": 441,
"utr_both_pro": 0.0,
"bp_saved_diff": -9.769503546099301,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.0,
"last5_wr_diff": 0.4,
"match_load_p1": 0,
"match_load_p2": 0,
"momentum_diff": 10.0,
"p1_confidence": 1.0,
"p2_confidence": 0.33999999999999997,
"surface_wr_p1": 63.829787234042556,
"surface_wr_p2": 0,
"utr_advantage": 19.53813918191334,
"utr_available": 0.5,
"best_rank_diff": 365,
"h2h_on_surface": 0,
"log_rank_ratio": 1.2658482080440234,
"rank_advantage": 359,
"tiebreak_wr_p1": 0.5833333333333334,
"tiebreak_wr_p2": 0.0,
"h2h_win_rate_p1": 0.5,
"match_load_diff": 0,
"surface_wr_diff": 63.829787234042556,
"bp_converted_diff": 24.55815602836879,
"p1_surface_matches": 47,
"p2_surface_matches": 3,
"serve_quality_diff": 4.972056737588645,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": 0.6808510638297873,
"combined_confidence": 0.6699999999999999,
"current_streak_diff": -1,
"rank_tier_advantage": 1,
"first_serve_won_diff": 3.9815602836879407,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": 0.2765957446808511,
"serve_consistency_p1": 6.154076564683422,
"serve_consistency_p2": 4.615384615384613,
"surface_rank_synergy": 80.79882179004404,
"surface_wr_p1_stable": 62.745098039215684,
"surface_wr_p2_stable": 8.571428571428571,
"second_serve_won_diff": 5.398581560283674,
"surface_matches_ratio": 15.666666666666666,
"weighted_momentum_diff": 8.100000000000001,
"elite_surface_amplifier": 63.829787234042556,
"days_since_last_match_p1": 25,
"days_since_last_match_p2": 175,
"rank_surface_mismatch_p1": 0.22070212765957442,
"rank_surface_mismatch_p2": 0.14100000000000001,
"surface_wr_diff_adjusted": 36.29635854341736,
"surface_tournaments_won_diff": 2
},
"feature_importance": {}
}