Michael Mmoh vs Patrick Kypson
Hong Kong Men Singles | Hard | Qualification Final
05 Ene 2026, 07:00
05 Ene 2026, 07:00
Predicción IA (XGBoost 1.0.0)
Patrick Kypson
Michael …: 29,2%
Patrick …: 70,8%
¿Por qué Patrick Kypson?
UTR 14,54 vs 14,80
(-0,36)
— Niveles similares
Confianza media
| Tier: ?
Comparativo de Odds
| Fuente | Michael … | Patrick … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 2,38 | 1,53 | 42,1% |
| Gamdom | 2,55 | 1,45 | 39,2% |
| IA Fair Odds | 3,43 | 1,41 | 29,2% |
Edge vs Mercado:
Michael …: -10,0%
Patrick …: +10,0%
Estadísticas de Jugadores
Michael Mmoh
Ranking
#228
UTR Rating
14,54 Pro
UTR Ranking
#190
Forma L5
40% (5p)
Forma L10
50% (10p)
WR Hard
13/24 = 54,2%
Patrick Kypson
Ranking
#116
UTR Rating
14,80 Pro
UTR Ranking
#117
Forma L5
100% (5p)
Forma L10
90% (10p)
WR Hard
38/51 = 74,5%
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | -169,0000 | |
| rank_ratio | 0,4111 | |
| log_rank_ratio | -0,8888 | |
| rank_tier_advantage | -1,0000 | |
| points_diff | -349,0000 | |
| best_rank_diff | 36,0000 |
Superficie
| surface_wr_diff | -20,3431 | |
| surface_wr_diff_adjusted | -17,2403 | |
| surface_matches_ratio | 0,4706 | |
| surface_tournaments_won_diff | -3,0000 | |
| surface_wr_p1 | 54,1667 | |
| surface_wr_p2 | 74,5098 | |
| surface_wr_p1_stable | 53,5714 | |
| surface_wr_p2_stable | 72,7273 | |
| p1_surface_matches | 24,0000 | |
| p2_surface_matches | 51,0000 | |
| p1_surface_dominance | 0,0833 |
Confianza
| p1_confidence | 0,8000 | |
| p2_confidence | 1,0000 | |
| combined_confidence | 0,9000 |
Servicio
| serve_quality_diff | -9,0448 | |
| first_serve_won_diff | -11,1529 | |
| second_serve_won_diff | -1,3324 | |
| bp_saved_diff | -13,1824 | |
| bp_converted_diff | -4,7853 | |
| aces_per_match_diff | -1,5343 |
Forma
| last5_wr_diff | -0,6000 | |
| last3_wr_diff | -0,3333 | |
| momentum_p1 | 60,0000 | |
| momentum_p2 | 100,0000 | |
| momentum_diff | -40,0000 | |
| weighted_momentum_diff | -22,9050 | |
| current_streak_diff | -4,0000 | |
| days_since_last_match_p1 | 0,0000 | |
| days_since_last_match_p2 | 0,0000 | |
| match_load_p1 | 1,0000 | |
| match_load_p2 | 1,0000 | |
| 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 | 0,6667 | |
| tiebreak_wr_p2 | 0,5500 | |
| serve_consistency_p1 | 7,8399 | |
| serve_consistency_p2 | 4,8351 |
Interacción
| surface_rank_synergy | 18,0809 | |
| rank_surface_mismatch_p1 | -0,2107 | |
| rank_surface_mismatch_p2 | -0,0761 | |
| elite_surface_amplifier | 0,0000 |
UTR
| utr_diff | -0,3600 | |
| utr_p1 | 0,7459 | |
| utr_p2 | 0,7882 | |
| utr_advantage | -2,4793 | |
| 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
21671
API ID
15313846
Gamdom ID
571812
Torneo
Hong Kong Men Singles
Superficie
Hard
Ronda
Qualification Final
Status
finished
JSON Data
{
"match": {
"id": 21671,
"api_id": 15313846,
"gamdom_id": 571812,
"player1": "Michael Mmoh",
"player2": "Patrick Kypson",
"tournament": "Hong Kong Men Singles",
"surface": "hard",
"round": "Qualification Final",
"date": "2026-01-05T03:00:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 2.375,
"p2": 1.5333333333333332
},
"gamdom": {
"p1": 2.55,
"p2": 1.45
},
"tnnslive": {
"p1": 2.59,
"p2": 1.47
}
},
"prediction": {
"prob_p1": 0.2919,
"prob_p2": 0.7081,
"winner": 2,
"confidence": 0.7081,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": 228,
"utr_singles": 14.54,
"utr_ranking": 190,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 54.166666666666664,
"wr_surface_wins": 13,
"wr_surface_total": 24,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 40.0,
"form_l10_wr": 50.0,
"form_l5_matches": 5,
"form_l10_matches": 10
},
"p2": {
"ranking": 116,
"utr_singles": 14.8,
"utr_ranking": 117,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 74.50980392156863,
"wr_surface_wins": 38,
"wr_surface_total": 51,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 100.0,
"form_l10_wr": 90.0,
"form_l5_matches": 5,
"form_l10_matches": 10
}
},
"utr": {
"p1": {
"score": 14.54,
"ranking": 190,
"division": "Pro",
"is_pro": true
},
"p2": {
"score": 14.8,
"ranking": 117,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.7458823529411764,
"utr_p2": 0.7882352941176469,
"utr_diff": -0.35999999999999943,
"rank_ratio": 0.41114982578397213,
"h2h_matches": 0,
"momentum_p1": 60.00000000000001,
"momentum_p2": 99.99999999999999,
"points_diff": -349,
"utr_both_pro": 1.0,
"bp_saved_diff": -13.182352941176461,
"h2h_wins_diff": 0,
"last3_wr_diff": -0.33333333333333337,
"last5_wr_diff": -0.6,
"match_load_p1": 1,
"match_load_p2": 1,
"momentum_diff": -39.99999999999998,
"p1_confidence": 0.8,
"p2_confidence": 1.0,
"surface_wr_p1": 54.166666666666664,
"surface_wr_p2": 74.50980392156863,
"utr_advantage": -2.479338842975203,
"utr_available": 1.0,
"best_rank_diff": 36,
"h2h_on_surface": 0,
"log_rank_ratio": -0.8887975912939563,
"rank_advantage": -169,
"tiebreak_wr_p1": 0.6666666666666666,
"tiebreak_wr_p2": 0.55,
"h2h_win_rate_p1": 0.5,
"match_load_diff": 0,
"surface_wr_diff": -20.34313725490197,
"bp_converted_diff": -4.785294117647048,
"p1_surface_matches": 24,
"p2_surface_matches": 51,
"serve_quality_diff": -9.04480392156863,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": -1.534313725490196,
"combined_confidence": 0.9,
"current_streak_diff": -4,
"rank_tier_advantage": -1,
"first_serve_won_diff": -11.152941176470591,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": 0.08333333333333333,
"serve_consistency_p1": 7.839893261186606,
"serve_consistency_p2": 4.835102144422199,
"surface_rank_synergy": 18.080931391519215,
"surface_wr_p1_stable": 53.57142857142857,
"surface_wr_p2_stable": 72.72727272727273,
"second_serve_won_diff": -1.3323529411764738,
"surface_matches_ratio": 0.47058823529411764,
"weighted_momentum_diff": -22.904999999999987,
"elite_surface_amplifier": 0.0,
"days_since_last_match_p1": 0,
"days_since_last_match_p2": 0,
"rank_surface_mismatch_p1": -0.21066666666666667,
"rank_surface_mismatch_p2": -0.07609803921568625,
"surface_wr_diff_adjusted": -17.24025974025975,
"surface_tournaments_won_diff": -3
},
"feature_importance": {}
}