Arthi Muniyan vs Kashish Bhatia
UTR PTT Bengaluru Women 02 | Hard |
22 Ene 2026, 09:30
22 Ene 2026, 09:30
Predicción IA (XGBoost 1.0.0)
Arthi Muniyan
Arthi …: 56,0%
Kashish …: 44,0%
¿Por qué Arthi Muniyan?
UTR 7,00 vs 8,00
— Niveles similares
Arthi …
Sin datos
Kashish …
W3-L6
33% WR
vs UTR 8,5
L4
Confianza baja
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Arthi … | Kashish … | Prob Impl. P1 |
|---|---|---|---|
| Gamdom | 8,40 | 1,01 | 11,9% |
| IA Fair Odds | 1,79 | 2,27 | 56,0% |
Estadísticas de Jugadores
Arthi Muniyan
Ranking
#-
UTR Rating
7,00 General
UTR Ranking
#11509
Forma L5
0% (1p)
Forma L10
0% (1p)
WR Hard
0/0 = 0,0%
Kashish Bhatia
Ranking
#-
UTR Rating
8,00 General
UTR Ranking
#7113
Forma L5
20% (5p)
Forma L10
43% (7p)
WR Hard
0/0 = 0,0%
Momentum & Forma UTR
Arthi Muniyan
Sin datos UTR v4
Kashish Bhatia
Record 2025
3W - 6L (33%)
Racha
4L
UTR Oponentes
8,5
Últimos 5:
L
L
L
L
W
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 | 0,5000 | |
| momentum_p1 | 50,0000 | |
| momentum_p2 | 10,0000 | |
| momentum_diff | 40,0000 | |
| weighted_momentum_diff | 17,5000 | |
| current_streak_diff | 3,0000 | |
| days_since_last_match_p1 | 30,0000 | |
| days_since_last_match_p2 | 2,0000 | |
| match_load_p1 | 0,0000 | |
| match_load_p2 | 6,0000 | |
| 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 | 10,0000 | |
| serve_consistency_p2 | 5,6917 |
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 | 0,0000 | |
| utr_p2 | 0,0000 | |
| 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
23845
API ID
15399933
Gamdom ID
615889
Torneo
UTR PTT Bengaluru Women 02
Superficie
Hard
Ronda
Status
finished
JSON Data
{
"match": {
"id": 23845,
"api_id": 15399933,
"gamdom_id": 615889,
"player1": "Arthi Muniyan",
"player2": "Kashish Bhatia",
"tournament": "UTR PTT Bengaluru Women 02",
"surface": "hard",
"round": "",
"date": "2026-01-22T05:30:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": null,
"p2": null
},
"gamdom": {
"p1": 8.4,
"p2": 1.01
},
"tnnslive": {
"p1": 12.5,
"p2": 1.02
}
},
"prediction": {
"prob_p1": 0.5597,
"prob_p2": 0.4403,
"winner": 1,
"confidence": 0.5597,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": null,
"utr_singles": 7.0,
"utr_ranking": 11509,
"utr_division": "General",
"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": 0.0,
"form_l10_wr": 0.0,
"form_l5_matches": 1,
"form_l10_matches": 1
},
"p2": {
"ranking": null,
"utr_singles": 8.0,
"utr_ranking": 7113,
"utr_division": "General",
"utr_pro": false,
"utr_v4_wins": 3,
"utr_v4_losses": 6,
"utr_v4_wr": 33.33333333333333,
"utr_v4_win_streak": 0,
"utr_v4_lose_streak": 4,
"utr_v4_avg_opp_utr": 8.49,
"utr_v4_recent": [
{
"win": false,
"opponent_utr": 8.0,
"opponent_name": "Ananya Pallath Hooli"
},
{
"win": false,
"opponent_utr": 8.0,
"opponent_name": "Saumya Ronde"
},
{
"win": false,
"opponent_utr": 8.74,
"opponent_name": "Yashaswini Panwar"
},
{
"win": false,
"opponent_utr": 8.0,
"opponent_name": "Riya Sachdeva"
},
{
"win": true,
"opponent_utr": 8.0,
"opponent_name": "Harsshali Mandavkar"
}
],
"utr_v4_synced": "2025-12-07T19:57:06.752224+00:00",
"utr_v4_available": true,
"wr_surface": 0,
"wr_surface_wins": 0,
"wr_surface_total": 0,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 20.0,
"form_l10_wr": 42.857142857142854,
"form_l5_matches": 5,
"form_l10_matches": 7
}
},
"utr": {
"p1": {
"score": 7.0,
"ranking": 11509,
"division": "General",
"is_pro": false
},
"p2": {
"score": 8.0,
"ranking": 7113,
"division": "General",
"is_pro": false
}
},
"features": {
"utr_p1": 0.0,
"utr_p2": 0.0,
"utr_diff": 0.0,
"rank_ratio": 1.0,
"h2h_matches": 0,
"momentum_p1": 50.0,
"momentum_p2": 10.0,
"points_diff": 0,
"utr_both_pro": 0.0,
"bp_saved_diff": 0,
"h2h_wins_diff": 0,
"last3_wr_diff": 0.5,
"last5_wr_diff": 0.09999999999999998,
"match_load_p1": 0,
"match_load_p2": 6,
"momentum_diff": 40.0,
"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": -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": 3,
"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": 5.691696010618896,
"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": 17.5,
"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": {}
}