Lachlan Gaskell vs Kaipo Marshall
UTR PTT Bonita Springs Men +H 01 | Clay | Semifinals
25 Ene 2026, 00:00
Predicción IA (XGBoost 1.0.0)
Lachlan Gaskell
Lachlan …: 53,9% Kaipo …: 46,1%
¿Por qué Lachlan Gaskell?
UTR 12,00 vs 12,00 — Niveles similares
Lachlan …
W19-L29
40% WR
vs UTR 12,1
L1
Kaipo …
Sin datos
Confianza baja | Tier: ?
Datos limitados: Esta predicción tiene baja confianza (30%). No recomendamos usar como value bet.
Comparativo de Odds
Fuente Lachlan … Kaipo … Prob Impl. P1
Sofascore 2,00 1,73 50,0%
Gamdom 1,87 1,74 53,5%
IA Fair Odds 1,86 2,17 53,9%
Edge vs Mercado: Lachlan …: +7,5% Kaipo …: -7,5%
Estadísticas de Jugadores
Lachlan Gaskell
Ranking #-
UTR Rating 12,00 General
UTR Ranking #3538
Forma L5 50% (4p)
Forma L10 50% (4p)
WR Clay 0/0 = 0,0%
Kaipo Marshall
Ranking #-
UTR Rating 12,00 Pro
UTR Ranking #1646
Forma L5 25% (4p)
Forma L10 25% (4p)
WR Clay 0/0 = 0,0%
Momentum & Forma UTR
Lachlan Gaskell
Record 2025 19W - 29L (40%)
Racha 1L
UTR Oponentes 12,1
Últimos 5:
L W L W L
Kaipo Marshall
Sin datos UTR v4
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 0,2500
last3_wr_diff 0,0000
momentum_p1 48,9796
momentum_p2 40,8163
momentum_diff 8,1633
weighted_momentum_diff 6,1224
current_streak_diff 0,0000
days_since_last_match_p1 1,0000
days_since_last_match_p2 1,0000
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 0,0000
tiebreak_wr_p2 0,0000
serve_consistency_p1 7,0680
serve_consistency_p2 11,5446
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 0,4706
utr_p2 0,4706
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 23977
API ID 15419356
Gamdom ID 627721
Torneo UTR PTT Bonita Springs Men +H 01
Superficie Clay
Ronda Semifinals
Status finished
JSON Data
{
  "match": {
    "id": 23977,
    "api_id": 15419356,
    "gamdom_id": 627721,
    "player1": "Lachlan Gaskell",
    "player2": "Kaipo Marshall",
    "tournament": "UTR PTT Bonita Springs Men +H 01",
    "surface": "clay",
    "round": "Semifinals",
    "date": "2026-01-24T20:00:00+00:00",
    "status": "finished"
  },
  "odds": {
    "sofascore": {
      "p1": 2.0,
      "p2": 1.7272727272727273
    },
    "gamdom": {
      "p1": 1.87,
      "p2": 1.74
    },
    "tnnslive": {
      "p1": null,
      "p2": null
    }
  },
  "prediction": {
    "prob_p1": 0.5386,
    "prob_p2": 0.4614,
    "winner": 1,
    "confidence": 0.5386,
    "model_version": "1.0.0"
  },
  "player_stats": {
    "p1": {
      "ranking": null,
      "utr_singles": 12.0,
      "utr_ranking": 3538,
      "utr_division": "General",
      "utr_pro": false,
      "utr_v4_wins": 19,
      "utr_v4_losses": 29,
      "utr_v4_wr": 39.58333333333333,
      "utr_v4_win_streak": 0,
      "utr_v4_lose_streak": 1,
      "utr_v4_avg_opp_utr": 12.06,
      "utr_v4_recent": [
        {
          "win": false,
          "opponent_utr": 13.62,
          "opponent_name": "Thijs Boogaard"
        },
        {
          "win": true,
          "opponent_utr": 12.73,
          "opponent_name": "Tristan Stringer"
        },
        {
          "win": false,
          "opponent_utr": 12.64,
          "opponent_name": "Roberto Ferrer Guimaraes"
        },
        {
          "win": true,
          "opponent_utr": 13.02,
          "opponent_name": "Clement Lemire"
        },
        {
          "win": false,
          "opponent_utr": 12.0,
          "opponent_name": "Jerrid Gaines Jr"
        }
      ],
      "utr_v4_synced": "2025-12-07T19:57:14.587217+00:00",
      "utr_v4_available": true,
      "wr_surface": 0,
      "wr_surface_wins": 0,
      "wr_surface_total": 0,
      "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": 12.0,
      "utr_ranking": 1646,
      "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": 12.0,
      "ranking": 3538,
      "division": "General",
      "is_pro": false
    },
    "p2": {
      "score": 12.0,
      "ranking": 1646,
      "division": "Pro",
      "is_pro": false
    }
  },
  "features": {
    "utr_p1": 0.47058823529411764,
    "utr_p2": 0.47058823529411764,
    "utr_diff": 0.0,
    "rank_ratio": 1.0,
    "h2h_matches": 0,
    "momentum_p1": 48.9795918367347,
    "momentum_p2": 40.816326530612244,
    "points_diff": 0,
    "utr_both_pro": 0.0,
    "bp_saved_diff": 0,
    "h2h_wins_diff": 0,
    "last3_wr_diff": 0.0,
    "last5_wr_diff": 0.25,
    "match_load_p1": 4,
    "match_load_p2": 4,
    "momentum_diff": 8.163265306122454,
    "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": 0,
    "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": 0,
    "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": 7.0680126276950554,
    "serve_consistency_p2": 11.544607597591181,
    "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": 6.122448979591837,
    "elite_surface_amplifier": 0,
    "days_since_last_match_p1": 1,
    "days_since_last_match_p2": 1,
    "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": {}
}