Ivan Perez Martin vs Artem Lyapshin
UTR Carvoeiro M01 | Hard | Semifinals
19 Ene 2026, 16:05
Predicción IA (XGBoost 1.0.0)
Ivan Perez Martin
Ivan …: 55,6% Artem …: 44,4%
¿Por qué Ivan Perez Martin?
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (31%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Ivan … Artem … Prob Impl. P1
Gamdom 1,28 3,05 78,1%
IA Fair Odds 1,80 2,25 55,6%
Estadísticas de Jugadores
Ivan Perez Martin
Ranking #-
Forma L5 50% (4p)
Forma L10 50% (4p)
WR Hard 0/1 = 0,0%
Artem Lyapshin
Ranking #-
UTR Rating 11,00 Pro
UTR Ranking #1816
Forma L5 25% (4p)
Forma L10 25% (4p)
WR Hard 0/0 = 0,0%
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 -14,1067
surface_matches_ratio 1,0000
surface_tournaments_won_diff 0,0000
surface_wr_p1 0,0000
surface_wr_p2 0,0000
surface_wr_p1_stable 4,0000
surface_wr_p2_stable 50,0000
p1_surface_matches 1,0000
p2_surface_matches 0,0000
p1_surface_dominance -1,0000
Confianza
p1_confidence 0,3133
p2_confidence 0,3000
combined_confidence 0,3067
Servicio
serve_quality_diff 54,2000
first_serve_won_diff 61,1000
second_serve_won_diff 65,5000
bp_saved_diff 41,9000
bp_converted_diff 25,0000
aces_per_match_diff 2,0000
Forma
last5_wr_diff 0,2500
last3_wr_diff 0,3333
momentum_p1 51,0204
momentum_p2 40,8163
momentum_diff 10,2041
weighted_momentum_diff 7,6531
current_streak_diff -2,0000
days_since_last_match_p1 0,0000
days_since_last_match_p2 0,0000
match_load_p1 4,0000
match_load_p2 4,0000
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 0,3333
tiebreak_wr_p2 0,0000
serve_consistency_p1 4,3536
serve_consistency_p2 18,1733
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 0,3529
utr_p2 0,3529
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 23645
API ID 15391831
Gamdom ID 612147
Torneo UTR Carvoeiro M01
Superficie Hard
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 23645,
    "api_id": 15391831,
    "gamdom_id": 612147,
    "player1": "Ivan Perez Martin",
    "player2": "Artem Lyapshin",
    "tournament": "UTR Carvoeiro M01",
    "surface": "hard",
    "round": "Semifinals",
    "date": "2026-01-19T12:05:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": null,
      "p2": null
    },
    "gamdom": {
      "p1": 1.28,
      "p2": 3.05
    },
    "tnnslive": {
      "p1": 1.41,
      "p2": 3.44
    }
  },
  "prediction": {
    "prob_p1": 0.5559,
    "prob_p2": 0.4441,
    "winner": 1,
    "confidence": 0.5559,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": null,
      "utr_ranking": null,
      "utr_division": null,
      "utr_pro": null,
      "utr_v4_available": false,
      "wr_surface": 0.0,
      "wr_surface_wins": 0,
      "wr_surface_total": 1,
      "wr_surface_source": "TennisPlayerYearStats",
      "form_l5_wr": 50.0,
      "form_l10_wr": 50.0,
      "form_l5_matches": 4,
      "form_l10_matches": 4
    },
    "p2": {
      "ranking": null,
      "utr_singles": 11.0,
      "utr_ranking": 1816,
      "utr_division": "Pro",
      "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": 25.0,
      "form_l10_wr": 25.0,
      "form_l5_matches": 4,
      "form_l10_matches": 4
    }
  },
  "utr": {
    "p1": {
      "score": null,
      "ranking": null,
      "division": null,
      "is_pro": null
    },
    "p2": {
      "score": 11.0,
      "ranking": 1816,
      "division": "Pro",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.35294117647058826,
    "utr_p2": 0.35294117647058826,
    "utr_diff": 0.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 51.02040816326531,
    "momentum_p2": 40.816326530612244,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 41.9,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.3333333333333333,
    "last5_wr_diff": 0.25,
    "match_load_p1": 4,
    "match_load_p2": 4,
    "momentum_diff": 10.204081632653065,
    "p1_confidence": 0.3133333333333333,
    "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": 0.3333333333333333,
    "tiebreak_wr_p2": 0.0,
    "h2h_win_rate_p1": 0.5,
    "match_load_diff": 0,
    "surface_wr_diff": 0,
    "bp_converted_diff": 25.0,
    "p1_surface_matches": 1,
    "p2_surface_matches": 0,
    "serve_quality_diff": 54.2,
    "winner_ue_ratio_p1": 0.0,
    "winner_ue_ratio_p2": 0.0,
    "aces_per_match_diff": 2.0,
    "combined_confidence": 0.30666666666666664,
    "current_streak_diff": -2,
    "rank_tier_advantage": 0,
    "first_serve_won_diff": 61.1,
    "h2h_confidence_score": 0.0,
    "h2h_recency_weighted": 0.5,
    "p1_surface_dominance": -1.0,
    "serve_consistency_p1": 4.353593684147251,
    "serve_consistency_p2": 18.173276424018763,
    "surface_rank_synergy": 0.0,
    "surface_wr_p1_stable": 4.0,
    "surface_wr_p2_stable": 50.0,
    "second_serve_won_diff": 65.5,
    "surface_matches_ratio": 1.0,
    "weighted_momentum_diff": 7.6530612244897895,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 0,
    "days_since_last_match_p2": 0,
    "rank_surface_mismatch_p1": 0.5,
    "rank_surface_mismatch_p2": 0.5,
    "surface_wr_diff_adjusted": -14.106666666666666,
    "surface_tournaments_won_diff": 0
  },
  "feature_importance": {}
}