Nathan Andre Halahija vs Gergely Madarasz
UTR Gyor M01 | Hard |
28 Ene 2026, 14:05
28 Ene 2026, 14:05
Predicción IA (XGBoost 1.0.0)
Gergely Madarasz
Nathan …: 23,6%
Gergely …: 76,4%
¿Por qué Gergely Madarasz?
UTR 11,00 vs 13,18
(-2,18)
— Ventaja clara
Nathan …
W5-L8
38% WR
vs UTR 11,1
L4
Gergely …
W78-L25
76% WR
vs UTR 12,4
W6
Alta confianza
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Nathan … | Gergely … | Prob Impl. P1 |
|---|---|---|---|
| Gamdom | 8,60 | 1,01 | 11,6% |
| IA Fair Odds | 4,23 | 1,31 | 23,6% |
Estadísticas de Jugadores
Nathan Andre Halahija
Ranking
#-
UTR Rating
11,00 Pro
UTR Ranking
#2109
Forma L5
0% (2p)
Forma L10
0% (2p)
WR Hard
0/0 = 0,0%
Gergely Madarasz
Ranking
#-
UTR Rating
13,18 Pro
UTR Ranking
#945
Forma L5
40% (5p)
Forma L10
50% (8p)
WR Hard
0/0 = 0,0%
Momentum & Forma UTR
Nathan Andre Halahija
Record 2025
5W - 8L (38%)
Racha
4L
UTR Oponentes
11,1
Últimos 5:
L
L
L
L
W
Gergely Madarasz
Record 2025
78W - 25L (76%)
Racha
6W
UTR Oponentes
12,4
Últimos 5:
W
W
W
W
W
Análisis Momentum
Gergely Madarasz viene en racha ganadora (6W) mientras Nathan Andre Halahija perdió 4 seguidos.
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 | 52,0000 | |
| momentum_diff | -2,0000 | |
| weighted_momentum_diff | -14,0000 | |
| current_streak_diff | 1,0000 | |
| days_since_last_match_p1 | 30,0000 | |
| days_since_last_match_p2 | 2,0000 | |
| match_load_p1 | 0,0000 | |
| match_load_p2 | 4,0000 | |
| match_load_diff | -4,0000 |
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 | 9,4091 |
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 | -2,1800 | |
| utr_p1 | 0,3529 | |
| utr_p2 | 0,6094 | |
| utr_advantage | -18,0314 | |
| utr_both_pro | 0,0000 | |
| 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
23992
API ID
15418213
Gamdom ID
627350
Torneo
UTR Gyor M01
Superficie
Hard
Ronda
Status
finished
JSON Data
{
"match": {
"id": 23992,
"api_id": 15418213,
"gamdom_id": 627350,
"player1": "Nathan Andre Halahija",
"player2": "Gergely Madarasz",
"tournament": "UTR Gyor M01",
"surface": "hard",
"round": "",
"date": "2026-01-28T10:05:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": 8.6,
"p2": 1.01
},
"tnnslive": {
"p1": 16.0,
"p2": 1.01
}
},
"prediction": {
"prob_p1": 0.2363,
"prob_p2": 0.7637,
"winner": 2,
"confidence": 0.7637,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 11.0,
"utr_ranking": 2109,
"utr_division": "Pro",
"utr_pro": false,
"utr_v4_wins": 5,
"utr_v4_losses": 8,
"utr_v4_wr": 38.46153846153847,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 4,
"utr_v4_avg_opp_utr": 11.08,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 12.0,
"opponent_name": "Martin Doskocil"
},
{
"win": false,
"opponent_utr": 12.86,
"opponent_name": "Stepan Baum"
},
{
"win": false,
"opponent_utr": 12.62,
"opponent_name": "Roman Postolka"
},
{
"win": false,
"opponent_utr": 12.49,
"opponent_name": "Tomas Lanik"
},
{
"win": true,
"opponent_utr": 11.0,
"opponent_name": "Marcel Musil"
}
],
"utr_v4_synced": "2025-12-07T19:57:56.801262+00:00",
"utr_v4_available": true,
"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": 2,
"form_l10_matches": 2
},
"p2": {
"ranking": null,
"utr_singles": 13.18,
"utr_ranking": 945,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_wins": 78,
"utr_v4_losses": 25,
"utr_v4_wr": 75.72815533980582,
"utr_v4_win_streak": 6,
"utr_v4_lose_streak": 0,
"utr_v4_avg_opp_utr": 12.44,
"utr_v4_recent": [
{
"win": true,
"opponent_utr": 12.28,
"opponent_name": "Botond Kisantal"
},
{
"win": true,
"opponent_utr": 12.58,
"opponent_name": "Vardan Manukyan"
},
{
"win": true,
"opponent_utr": 12.0,
"opponent_name": "Luka Plosnic"
},
{
"win": true,
"opponent_utr": 12.53,
"opponent_name": "Aleksandar Mihailovic"
},
{
"win": true,
"opponent_utr": 11.99,
"opponent_name": "Tadija Radovanovic"
}
],
"utr_v4_synced": "2025-12-07T19:56:30.910355+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 40.0,
"form_l10_wr": 50.0,
"form_l5_matches": 5,
"form_l10_matches": 8
}
},
"utr": {
"p1": {
"score": 11.0,
"ranking": 2109,
"division": "Pro",
"is_pro": false
},
"p2": {
"score": 13.18,
"ranking": 945,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.35294117647058826,
"utr_p2": 0.6094117647058823,
"utr_diff": -2.1799999999999997,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 50.0,
"momentum_p2": 52.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": -0.16666666666666663,
"last5_wr_diff": -0.09999999999999998,
"match_load_p1": 0,
"match_load_p2": 4,
"momentum_diff": -2.0,
"p1_confidence": 0.3,
"p2_confidence": 0.3,
"surface_wr_p1": 0,
"surface_wr_p2": 0,
"utr_advantage": -18.03143093465674,
"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": -4,
"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": 9.40913491354582,
"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": -14.0,
"elite_surface_amplifier": 0,
"days_since_last_match_p1": 30,
"days_since_last_match_p2": 2,
"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": {}
}