Iryna Shymanovich vs En-Shuo Liang
Canberra, Australia | Hard | Qualification Round 1
04 Ene 2026, 03:30
04 Ene 2026, 03:30
Predicción IA (XGBoost 1.0.0)
Iryna Shymanovich
Iryna …: 55,0%
En-Shuo …: 45,0%
¿Por qué Iryna Shymanovich?
UTR 11,51 vs 11,53
(+0,32)
— Niveles similares
Confianza baja
| Tier: ?
Datos limitados: Esta predicción tiene baja confianza (36%).
No recomendamos usar como value bet.
Comparativo de Odds
| Fuente | Iryna … | En-Shuo … | Prob Impl. P1 |
|---|---|---|---|
| Sofascore | 1,50 | 2,50 | 66,7% |
| Gamdom | 1,62 | 2,16 | 61,7% |
| IA Fair Odds | 1,82 | 2,22 | 55,0% |
Edge vs Mercado:
Iryna …: -7,5%
En-Shuo …: +7,5%
Estadísticas de Jugadores
Iryna Shymanovich
Ranking
#154
UTR Rating
11,51 Pro
UTR Ranking
#257
Forma L5
20% (5p)
Forma L10
40% (10p)
WR Hard
2/7 = 28,6%
En-Shuo Liang
Ranking
#359
UTR Rating
11,53 Pro
UTR Ranking
#242
Forma L5
60% (5p)
Forma L10
60% (10p)
WR Hard
1/2 = 50,0%
Features del Modelo XGBoost (60 features)
Rankings
| rank_advantage | 240,0000 | |
| rank_ratio | 2,5484 | |
| log_rank_ratio | 0,9355 | |
| rank_tier_advantage | 1,0000 | |
| points_diff | 311,0000 | |
| best_rank_diff | -3,0000 |
Superficie
| surface_wr_diff | -21,4286 | |
| surface_wr_diff_adjusted | -4,3893 | |
| surface_matches_ratio | 3,5000 | |
| surface_tournaments_won_diff | 0,0000 | |
| surface_wr_p1 | 28,5714 | |
| surface_wr_p2 | 50,0000 | |
| surface_wr_p1_stable | 37,8075 | |
| surface_wr_p2_stable | 50,0000 | |
| p1_surface_matches | 7,0000 | |
| p2_surface_matches | 2,0000 | |
| p1_surface_dominance | -0,4286 |
Confianza
| p1_confidence | 0,3933 | |
| p2_confidence | 0,3267 | |
| combined_confidence | 0,3600 |
Servicio
| serve_quality_diff | 2,1229 | |
| first_serve_won_diff | -0,8000 | |
| second_serve_won_diff | 4,6000 | |
| bp_saved_diff | 0,0000 | |
| bp_converted_diff | -11,0000 | |
| aces_per_match_diff | 0,5714 |
Forma
| last5_wr_diff | -0,4000 | |
| last3_wr_diff | -0,3333 | |
| momentum_p1 | 20,0000 | |
| momentum_p2 | 58,0000 | |
| momentum_diff | -38,0000 | |
| weighted_momentum_diff | -28,8810 | |
| current_streak_diff | -1,0000 | |
| days_since_last_match_p1 | 60,0000 | |
| days_since_last_match_p2 | 35,0000 | |
| 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 | 0,5000 | |
| tiebreak_wr_p2 | 1,0000 | |
| serve_consistency_p1 | 9,2107 | |
| serve_consistency_p2 | 8,0552 |
Interacción
| surface_rank_synergy | -20,0456 | |
| rank_surface_mismatch_p1 | 0,4543 | |
| rank_surface_mismatch_p2 | -0,2400 | |
| elite_surface_amplifier | -21,4286 |
UTR
| utr_diff | 0,3200 | |
| utr_p1 | 0,4235 | |
| utr_p2 | 0,3859 | |
| utr_advantage | 2,7972 | |
| 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
21368
API ID
15309849
Gamdom ID
569301
Torneo
Canberra, Australia
Superficie
Hard
Ronda
Qualification Round 1
Status
finished
JSON Data
{
"match": {
"id": 21368,
"api_id": 15309849,
"gamdom_id": 569301,
"player1": "Iryna Shymanovich",
"player2": "En-Shuo Liang",
"tournament": "Canberra, Australia",
"surface": "hard",
"round": "Qualification Round 1",
"date": "2026-01-03T23:30:00+00:00",
"status": "finished"
},
"odds": {
"sofascore": {
"p1": 1.5,
"p2": 2.5
},
"gamdom": {
"p1": 1.62,
"p2": 2.16
},
"tnnslive": {
"p1": 1.63,
"p2": 2.18
}
},
"prediction": {
"prob_p1": 0.55,
"prob_p2": 0.45,
"winner": 1,
"confidence": 0.55,
"model_version": "1.0.0"
},
"player_stats": {
"p1": {
"ranking": 154,
"utr_singles": 11.51,
"utr_ranking": 257,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 28.57142857142857,
"wr_surface_wins": 2,
"wr_surface_total": 7,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 20.0,
"form_l10_wr": 40.0,
"form_l5_matches": 5,
"form_l10_matches": 10
},
"p2": {
"ranking": 359,
"utr_singles": 11.53,
"utr_ranking": 242,
"utr_division": "Pro",
"utr_pro": true,
"utr_v4_available": false,
"wr_surface": 50.0,
"wr_surface_wins": 1,
"wr_surface_total": 2,
"wr_surface_source": "TennisPlayerYearStats",
"form_l5_wr": 60.0,
"form_l10_wr": 60.0,
"form_l5_matches": 5,
"form_l10_matches": 10
}
},
"utr": {
"p1": {
"score": 11.51,
"ranking": 257,
"division": "Pro",
"is_pro": true
},
"p2": {
"score": 11.53,
"ranking": 242,
"division": "Pro",
"is_pro": true
}
},
"features": {
"utr_p1": 0.4235294117647058,
"utr_p2": 0.3858823529411764,
"utr_diff": 0.3200000000000003,
"rank_ratio": 2.5483870967741935,
"h2h_matches": 0,
"momentum_p1": 20.0,
"momentum_p2": 57.99999999999999,
"points_diff": 311,
"utr_both_pro": 1.0,
"bp_saved_diff": 0.0,
"h2h_wins_diff": 0,
"last3_wr_diff": -0.3333333333333333,
"last5_wr_diff": -0.39999999999999997,
"match_load_p1": 0,
"match_load_p2": 0,
"momentum_diff": -37.99999999999999,
"p1_confidence": 0.3933333333333333,
"p2_confidence": 0.32666666666666666,
"surface_wr_p1": 28.57142857142857,
"surface_wr_p2": 50.0,
"utr_advantage": 2.7972027972028,
"utr_available": 1.0,
"best_rank_diff": -3,
"h2h_on_surface": 0,
"log_rank_ratio": 0.9354606479818752,
"rank_advantage": 240,
"tiebreak_wr_p1": 0.5,
"tiebreak_wr_p2": 1.0,
"h2h_win_rate_p1": 0.5,
"match_load_diff": 0,
"surface_wr_diff": -21.42857142857143,
"bp_converted_diff": -11.0,
"p1_surface_matches": 7,
"p2_surface_matches": 2,
"serve_quality_diff": 2.1228571428571428,
"winner_ue_ratio_p1": 0.0,
"winner_ue_ratio_p2": 0.0,
"aces_per_match_diff": 0.5714285714285714,
"combined_confidence": 0.36,
"current_streak_diff": -1,
"rank_tier_advantage": 1,
"first_serve_won_diff": -0.7999999999999972,
"h2h_confidence_score": 0.0,
"h2h_recency_weighted": 0.5,
"p1_surface_dominance": -0.42857142857142855,
"serve_consistency_p1": 9.21074320392685,
"serve_consistency_p2": 8.05521885637924,
"surface_rank_synergy": -20.045585313897327,
"surface_wr_p1_stable": 37.80748663101605,
"surface_wr_p2_stable": 50.0,
"second_serve_won_diff": 4.600000000000001,
"surface_matches_ratio": 3.5,
"weighted_momentum_diff": -28.881,
"elite_surface_amplifier": -21.42857142857143,
"days_since_last_match_p1": 60,
"days_since_last_match_p2": 35,
"rank_surface_mismatch_p1": 0.4542857142857143,
"rank_surface_mismatch_p2": -0.24,
"surface_wr_diff_adjusted": -4.389304812834223,
"surface_tournaments_won_diff": 0
},
"feature_importance": {}
}