{
  "match_info": {
    "home_team": "Real Betis",
    "away_team": "Real Madrid",
    "tournament": "LaLiga",
    "date": "20260904",
    "timezone": "America/New_York",
    "home_formation": "3-5-2",
    "away_formation": "3-4-2-1",
    "lineup_status": "projected_from_squad",
    "lineup_source": "/teams/get-squad",
    "lineup_confirmed": false,
    "lineup_confidence": 0.45
  },
  "prediction": {
    "most_likely_score": "0-2",
    "home_goals": 0,
    "away_goals": 2,
    "most_likely_score_probability": 0.1021,
    "match_resolution": "regulation",
    "predicted_winner": "Real Madrid",
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.1179,
      "shootout_home_win_probability": null,
      "shootout_away_win_probability": null,
      "penalty_home_goals": null,
      "penalty_away_goals": null,
      "penalty_score": null,
      "penalty_winner": null,
      "penalty_winner_goals": null,
      "penalty_loser_goals": null,
      "penalty_result": null,
      "home_advance_probability": null,
      "away_advance_probability": null,
      "projected_winner": null,
      "projected_winner_probability": null,
      "final_score_after_penalties": null,
      "reason": "Tie-breaker not required for this match context."
    },
    "top_5_scorelines": [
      {
        "score": "0-2",
        "probability": 0.1021
      },
      {
        "score": "0-3",
        "probability": 0.1021
      },
      {
        "score": "1-2",
        "probability": 0.0804
      },
      {
        "score": "1-3",
        "probability": 0.0804
      },
      {
        "score": "0-4",
        "probability": 0.0765
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0229,
      "0-1": 0.0679,
      "0-2": 0.1021,
      "0-3": 0.1021,
      "0-4": 0.0765,
      "0-5": 0.0459,
      "0-6": 0.0229,
      "0-7": 0.0098,
      "0-8": 0.0037,
      "0-9": 0.0012,
      "1-0": 0.0177,
      "1-1": 0.0538,
      "1-2": 0.0804,
      "1-3": 0.0804,
      "1-4": 0.0602,
      "1-5": 0.0361,
      "1-6": 0.0181,
      "1-7": 0.0077,
      "1-8": 0.0029,
      "1-9": 0.001,
      "2-0": 0.007,
      "2-1": 0.0211,
      "2-2": 0.0316,
      "2-3": 0.0316,
      "2-4": 0.0237,
      "2-5": 0.0142,
      "2-6": 0.0071,
      "2-7": 0.003,
      "2-8": 0.0011,
      "3-0": 0.0018,
      "3-1": 0.0055,
      "3-2": 0.0083,
      "3-3": 0.0083,
      "3-4": 0.0062,
      "3-5": 0.0037,
      "3-6": 0.0019,
      "3-7": 0.0008,
      "4-1": 0.0011,
      "4-2": 0.0016,
      "4-3": 0.0016,
      "4-4": 0.0012,
      "4-5": 0.0007
    },
    "outcome": {
      "home_win": 0.0673,
      "draw": 0.1179,
      "away_win": 0.8148
    },
    "markets": {
      "over_2_5_goals": 0.7285,
      "under_2_5_goals": 0.2715,
      "btts_yes": 0.5178,
      "btts_no": 0.4822,
      "home_clean_sheet": 0.0499,
      "away_clean_sheet": 0.4552
    },
    "home_ratings": {
      "DR": 6.83,
      "MCR": 7.23,
      "ATR": 7.09,
      "GK": 6.89
    },
    "away_ratings": {
      "DR": 7.47,
      "MCR": 7.81,
      "ATR": 8.17,
      "GK": 7.1
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Real Betis vs Real Madrid. Most likely scoreline: 0-2. Lambdas derived from 6 home and 7 away individual player duels.",
      "key_player": "Projected scorer(s): Kylian Mbappé, Vinícius Júnior",
      "tactical_analysis": "Tactical parity between 3-5-2 and 3-4-2-1. Match outcome driven primarily by individual player quality. Away midfield dictates play with ~54% possession expected (Abdessamad Ezzalzouli vs Jude Bellingham). Total antagonist xG — Home: 0.82, Away: 1.80. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Shadow Striker vs Centre Back — Half-Space Threat."
    },
    "confidence": 0.74,
    "home_lambda": 0.787,
    "away_lambda": 2.999
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.0673,
      "draw": 0.1179,
      "away_win": 0.8148
    },
    "favorite": "Real Madrid",
    "favorite_win_probability": 0.8148,
    "fair_spread": -2.212,
    "fair_total": 3.786,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Real Betis",
        "estimate": 0.787,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Real Madrid",
        "estimate": 2.999,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.7285,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.5178,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Real Betis",
        "estimate": 1.0,
        "probability": 0.0499,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Real Madrid",
        "estimate": 1.0,
        "probability": 0.4552,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Cucho Hernández (Real Betis)",
        "estimate": 0.1541,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Vinícius Júnior (Real Madrid)",
        "estimate": 0.6786,
        "probability": 0.3353,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Antony (Real Betis)",
        "estimate": 0.1667,
        "probability": 0.0,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Trent Alexander-Arnold (Real Madrid)",
        "estimate": 0.2436,
        "probability": 0.0702,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 3.786,
      "expected_total_shots": 26,
      "expected_total_passes": 865,
      "expected_pressing_actions_per_90": 16.6,
      "possession_home_pct": 46.3,
      "possession_away_pct": 53.7,
      "notes": "Real Madrid projects to control midfield possession"
    },
    "expected_game_script": {
      "favorite": "Real Madrid",
      "favorite_win_probability": 0.8148,
      "script": "Real Madrid is the fair winner side, but the baseline remains favorite-led: fair spread -2.21 goals and fair total 3.79.",
      "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 13 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Real Betis must keep the match inside one goal.",
      "late_game": "A Real Madrid lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Real Madrid chance creation leans on Vinícius Júnior against Natan in Shadow Striker vs Centre Back — Half-Space Threat; Real Madrid projects to control midfield possession.",
    "expected_rotation_usage_behavior": [
      "Real Betis: starters carry the main goal usage through the highest xG attackers; bench watchlist: Sergi Altimira, Gonzalo Petit, Chimy Ávila.",
      "Real Madrid: starters carry the main goal usage through Kylian Mbappé, Vinícius Júnior; bench watchlist: Rodrygo, Franco Mastantuono.",
      "Assist usage should flow through Arda Güler; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Real Madrid tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 13 total first-half shots, and 1.89 first-half xG pace.",
      "45-70: If the match is level, watch midfield control and the listed bench watchlists for usage changes.",
      "70-90: If Real Betis is chasing, transition and set-piece volume become the primary live deviation signal; a draw state keeps set pieces and transition chances live."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Real Madrid.",
      "Real Betis wins the midfield/territory battle beyond the possession baseline.",
      "Pace collapses: first 25 minutes fall well below the shot and box-entry baseline.",
      "Set pieces, penalties, or second balls create more danger than the open-play matchup thesis."
    ],
    "top_3_risk_factors": [
      {
        "factor": "Low-event scoring variance",
        "impact": "One penalty, deflection, or missed big chance can overwhelm the fair win probability."
      },
      {
        "factor": "Late lineup or role change",
        "impact": "A pregame XI, injury, or tactical role shift can invalidate player prop and usage estimates."
      },
      {
        "factor": "Discipline and set-piece volatility",
        "impact": "Cards, fouls in dangerous zones, and corner volume can change the expected game script quickly."
      }
    ]
  },
  "teams": {
    "Real Betis": {
      "formation": "3-5-2",
      "players": {
        "Álvaro Valles": {
          "player_id": 964983,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 192,
          "market_value": 6500000,
          "stats": {
            "saves": 3,
            "goals_prevented": 0.0,
            "rating": 6.8939,
            "minutes": 89,
            "total_pass": 25,
            "accurate_pass": 16,
            "total_long_balls": 14,
            "accurate_long_balls": 6,
            "touches": 32,
            "clearances": 1,
            "ball_recovery": 3,
            "high_claims": 0,
            "punches": 0.0,
            "aerial_won": 0,
            "sweeper_actions": 1,
            "sweeper_accurate": 1,
            "saves_inside_box": 3,
            "possession_lost": 8.4504,
            "duels_won": 0,
            "duels_lost": 0,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 0,
            "total_own_half_passes": 19,
            "accurate_own_half_passes": 15,
            "expected_saves": 3.78,
            "high_pressure_saves": 1.44,
            "shots_faced": 8.1,
            "opponent_faced": "Vinícius Júnior, Kylian Mbappé",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "expected_goals": 0.0,
            "expected_assists": 0.0,
            "fifa_overall": 79.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 16416293,
              "match_date": "2026-08-21 19:00:00 UTC",
              "league_name": "LaLiga",
              "league_id": 8,
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": 97268,
              "season_name": "LaLiga 26/27",
              "season_year": "26/27",
              "home_team": "Real Betis",
              "away_team": "Real Sociedad",
              "home_score_current": 1.0,
              "away_score_current": 0.0,
              "team_side": "home",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Real Betis",
              "opponent": "Real Sociedad",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 14083666,
              "match_date": "2026-05-17",
              "home_team": "FC Barcelona",
              "away_team": "Real Betis",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Real Betis",
              "opponent": "FC Barcelona",
              "stats": {
                "minutes": 90,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0003,
                "total_shots": 0,
                "total_pass": 29,
                "accurate_pass": 17,
                "clearances": 2,
                "ball_recovery": 5,
                "saves": 6,
                "goals_prevented": -1.0184
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083608,
              "match_date": "2026-05-12",
              "home_team": "Real Betis",
              "away_team": "Elche",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Betis",
              "opponent": "Elche",
              "stats": {
                "minutes": 90,
                "rating": 6.6,
                "assists": 0,
                "expected_assists": 0.0005,
                "total_shots": 0,
                "total_pass": 21,
                "accurate_pass": 16,
                "clearances": 1,
                "ball_recovery": 2,
                "saves": 1,
                "goals_prevented": 0.0838
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 15014,
            "combined_rank_score": 612.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 397.0,
            "sofascore_rating": 6.9679,
            "sofascore_appearances": 28.0,
            "fifa_rank": 827.0,
            "fifa_overall": 79.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 13,
            "squad_role": "starter",
            "projected_match_rating": 6.8939,
            "source_file": "data/player_rankings.csv",
            "player_name": "Álvaro Valles",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Augusto Batalla",
                  "ranking": 15009
                },
                {
                  "player_name": "Park Jae-Hwan",
                  "ranking": 15010
                },
                {
                  "player_name": "Loïs Openda",
                  "ranking": 15011
                },
                {
                  "player_name": "Alistair Johnston",
                  "ranking": 15012
                },
                {
                  "player_name": "Luka Sučić",
                  "ranking": 15013
                }
              ],
              "lower": [
                {
                  "player_name": "Idrissa Gana Gueye",
                  "ranking": 15015
                },
                {
                  "player_name": "Berat Djimsiti",
                  "ranking": 15016
                },
                {
                  "player_name": "Javi Galán",
                  "ranking": 15017
                },
                {
                  "player_name": "Wilfried Singo",
                  "ranking": 15018
                },
                {
                  "player_name": "Matt Sutton",
                  "ranking": 15019
                }
              ]
            }
          },
          "data_sources": [
            "match_history",
            "market_value"
          ],
          "data_confidence": 0.375,
          "history_matches": 2
        },
        "Natan": {
          "player_id": 1015287,
          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 4,
          "height": 188,
          "market_value": 26000000,
          "stats": {
            "interceptions": 1,
            "tackles": 1,
            "tackles_won": 1,
            "clearances": 5,
            "aerial_won": 2,
            "rating": 7.1032,
            "minutes": 74,
            "total_pass": 43,
            "accurate_pass": 39,
            "duels_won": 4,
            "total_long_balls": 4,
            "accurate_long_balls": 2,
            "total_own_half_passes": 32,
            "accurate_own_half_passes": 30,
            "total_opp_half_passes": 11,
            "accurate_opp_half_passes": 9,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 53,
            "possession_lost": 4.4025,
            "dispossessed": 0.0,
            "duels_lost": 2,
            "aerial_lost": 2,
            "total_contest": 1,
            "won_contest": 1,
            "ball_recovery": 4,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 0,
            "blocks": 1,
            "goal_rate": 0.0,
            "goals": 0,
            "assists": 0,
            "expected_goals": 0.0,
            "expected_assists": 0.0091,
            "total_shots": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "big_chances_created": 0,
            "xgot": 0.0,
            "ball_carries": 18,
            "total_progression": 41,
            "progressive_carries": 0,
            "key_pass": 1,
            "tackles_in_zone": 2.1,
            "tackles_won_in_zone": 1.7,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.502,
            "opponent_faced": "Vinícius Júnior",
            "pressing_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
            "matchup_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
            "antagonist_source": "defensive_duel",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 78.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 16416293,
              "match_date": "2026-08-21 19:00:00 UTC",
              "league_name": "LaLiga",
              "league_id": 8,
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": 97268,
              "season_name": "LaLiga 26/27",
              "season_year": "26/27",
              "home_team": "Real Betis",
              "away_team": "Real Sociedad",
              "home_score_current": 1.0,
              "away_score_current": 0.0,
              "team_side": "home",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Real Betis",
              "opponent": "Real Sociedad",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 14083710,
              "match_date": "2026-05-23",
              "home_team": "Real Betis",
              "away_team": "Levante UD",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Betis",
              "opponent": "Levante UD",
              "stats": {
                "minutes": 79,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.0032,
                "total_shots": 0,
                "total_pass": 45,
                "accurate_pass": 43,
                "clearances": 5,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083666,
              "match_date": "2026-05-17",
              "home_team": "FC Barcelona",
              "away_team": "Real Betis",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Real Betis",
              "opponent": "FC Barcelona",
              "stats": {
                "minutes": 90,
                "rating": 6.1,
                "assists": 0,
                "expected_assists": 0.0023,
                "total_shots": 0,
                "total_pass": 37,
                "accurate_pass": 37,
                "interceptions": 1,
                "clearances": 5,
                "aerial_won": 2,
                "duels_won": 2,
                "ball_recovery": 4
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083608,
              "match_date": "2026-05-12",
              "home_team": "Real Betis",
              "away_team": "Elche",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Real Betis",
              "opponent": "Elche",
              "stats": {
                "minutes": 24,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.0382,
                "total_shots": 0,
                "total_pass": 14,
                "accurate_pass": 11,
                "key_pass": 1,
                "clearances": 5,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632614,
              "match_date": "2026-04-08",
              "home_team": "Sporting Braga",
              "away_team": "Real Betis",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Real Betis",
              "opponent": "Sporting Braga",
              "stats": {
                "minutes": 90,
                "rating": 6.9,
                "assists": 0,
                "expected_assists": 0.0011,
                "total_shots": 0,
                "total_pass": 38,
                "accurate_pass": 35,
                "tackles": 2,
                "clearances": 3,
                "aerial_won": 1,
                "duels_won": 3,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
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              "home_team": "Sevilla",
              "away_team": "Real Madrid",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Real Madrid",
              "opponent": "Sevilla",
              "stats": {
                "minutes": 20,
                "rating": 6.6,
                "assists": 0,
                "expected_goals": 0.1805,
                "expected_assists": 0.0031,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 6,
                "accurate_pass": 6,
                "duels_won": 3,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083649,
              "match_date": "2026-05-14",
              "home_team": "Real Madrid",
              "away_team": "Real Oviedo",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Real Oviedo",
              "stats": {
                "minutes": 77,
                "rating": 7.0,
                "assists": 0,
                "expected_goals": 0.2965,
                "expected_assists": 0.0645,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 44,
                "accurate_pass": 40,
                "key_pass": 3,
                "interceptions": 1,
                "duels_won": 6,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632088,
              "match_date": "2026-04-15",
              "home_team": "FC Bayern München",
              "away_team": "Real Madrid",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Real Madrid",
              "opponent": "FC Bayern München",
              "stats": {
                "minutes": 1,
                "assists": 0,
                "expected_assists": 0.001,
                "total_shots": 0,
                "total_pass": 1,
                "accurate_pass": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631329,
              "match_date": "2026-03-11",
              "home_team": "Real Madrid",
              "away_team": "Manchester City",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Real Madrid",
              "opponent": "Manchester City",
              "stats": {
                "minutes": 14,
                "rating": 6.3,
                "assists": 0,
                "expected_assists": 0.0006,
                "total_shots": 0,
                "total_pass": 3,
                "accurate_pass": 3,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15452752,
              "match_date": "2026-02-25",
              "home_team": "Real Madrid",
              "away_team": "Benfica",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Real Madrid",
              "opponent": "Benfica",
              "stats": {
                "minutes": 13,
                "rating": 6.3,
                "assists": 0,
                "expected_assists": 0.0136,
                "total_shots": 0,
                "total_pass": 10,
                "accurate_pass": 9,
                "key_pass": 1,
                "duels_won": 2,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14169218,
              "match_date": "2025-09-09",
              "home_team": "Ecuador",
              "away_team": "Argentina",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Argentina",
              "opponent": "Ecuador",
              "stats": {
                "minutes": 28,
                "rating": 6.4,
                "assists": 0,
                "total_shots": 2,
                "total_pass": 22,
                "accurate_pass": 17,
                "duels_won": 2,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            },
            {
              "match_id": 14169215,
              "match_date": "2025-09-04",
              "home_team": "Argentina",
              "away_team": "Venezuela",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Argentina",
              "opponent": "Venezuela",
              "stats": {
                "minutes": 63,
                "rating": 6.9,
                "assists": 0,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 49,
                "accurate_pass": 43,
                "interceptions": 1,
                "clearances": 1,
                "duels_won": 2,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            },
            {
              "match_id": 13856223,
              "match_date": "2025-06-06",
              "home_team": "Chile",
              "away_team": "Argentina",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Argentina",
              "opponent": "Chile",
              "stats": {
                "minutes": 11,
                "rating": 6.2,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 3,
                "accurate_pass": 3,
                "duels_won": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            }
          ],
          "ranking": {
            "global_player_rank": 17177,
            "combined_rank_score": 1124.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 792.0,
            "sofascore_rating": 6.687,
            "sofascore_appearances": 23.0,
            "fifa_rank": 1456.0,
            "fifa_overall": 77.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 15,
            "squad_role": "substitute",
            "projected_match_rating": 6.9117,
            "source_file": "data/player_rankings.csv",
            "player_name": "Franco Mastantuono",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Philipp Sander",
                  "ranking": 17172
                },
                {
                  "player_name": "Quilindschy Hartman",
                  "ranking": 17173
                },
                {
                  "player_name": "Maxim Cojocaru",
                  "ranking": 17174
                },
                {
                  "player_name": "Bryan Gil",
                  "ranking": 17175
                },
                {
                  "player_name": "Eric Veiga",
                  "ranking": 17176
                }
              ],
              "lower": [
                {
                  "player_name": "Enner Valencia",
                  "ranking": 17178
                },
                {
                  "player_name": "Matheus Reis",
                  "ranking": 17179
                },
                {
                  "player_name": "Tim Weah",
                  "ranking": 17180
                },
                {
                  "player_name": "Jack Butland",
                  "ranking": 17181
                },
                {
                  "player_name": "Jaminton Campaz",
                  "ranking": 17182
                }
              ]
            }
          },
          "data_sources": [
            "match_history",
            "market_value"
          ],
          "data_confidence": 0.562,
          "history_matches": 5
        }
      },
      "team_totals": {
        "projected_goals": 2,
        "expected_goals": 3.0,
        "expected_assists": 1.45,
        "total_shots": 16,
        "shots_on_target": 15,
        "total_passes": 488,
        "interceptions": 11,
        "tackles": 19,
        "avg_rating": 7.75,
        "possession_estimated_pct": 53.7,
        "pressing_actions_per_90": 9.9
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Nelson Deossa",
        "attacker_role": "LWB",
        "attacker_market_value": 9800000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.52,
        "defenders": [
          "Federico Valverde"
        ],
        "defender_roles": [
          "RWB"
        ],
        "def_skill_quality_avg": 0.887,
        "duel_zone": "LWB vs RWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.271,
        "xg_contribution": 0.0601,
        "shots_in_zone": 0.8,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Federico Valverde",
            "role": "RWB",
            "market_value": 87000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.4,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.729
          }
        ],
        "duel_analysis": "Nelson Deossa (LWB) is heavily outmatched defensively against Federico Valverde in a direct 1v1 contest. Duel win probability: 27%. The quality gap is significant (€10M vs €87M avg). Projected xG contribution: 0.060 — with very limited chance creation expected."
      },
      {
        "attacker": "Abdessamad Ezzalzouli",
        "attacker_role": "CM",
        "attacker_market_value": 43000000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.796,
        "defenders": [
          "Jude Bellingham"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.899,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.329,
        "xg_contribution": 0.1328,
        "shots_in_zone": 1.4,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Jude Bellingham",
            "role": "CM",
            "market_value": 151000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.671
          }
        ],
        "duel_analysis": "Abdessamad Ezzalzouli (CM) faces tough defensive resistance against Jude Bellingham in a direct 1v1 contest. Duel win probability: 33%. The quality gap is significant (€43M vs €151M avg). Projected xG contribution: 0.133 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Antony",
        "attacker_role": "CM",
        "attacker_market_value": 37000000,
        "attacker_height": 172,
        "attacker_skill_quality": 0.764,
        "defenders": [
          "Jude Bellingham"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.899,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.299,
        "xg_contribution": 0.1784,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Jude Bellingham",
            "role": "CM",
            "market_value": 151000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.701
          }
        ],
        "duel_analysis": "Antony (CM) is heavily outmatched defensively against Jude Bellingham in a direct 1v1 contest. Duel win probability: 30%. The quality gap is significant (€37M vs €151M avg). Projected xG contribution: 0.178 — with very limited chance creation expected."
      },
      {
        "attacker": "Pablo García",
        "attacker_role": "RWB",
        "attacker_market_value": 8199999,
        "attacker_height": 175,
        "attacker_skill_quality": 0.501,
        "defenders": [
          "Arda Güler"
        ],
        "defender_roles": [
          "LWB"
        ],
        "def_skill_quality_avg": 0.887,
        "duel_zone": "RWB vs LWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.242,
        "xg_contribution": 0.0662,
        "shots_in_zone": 0.8,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.3,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Arda Güler",
            "role": "LWB",
            "market_value": 87000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.5,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.758
          }
        ],
        "duel_analysis": "Pablo García (RWB) is heavily outmatched defensively against Arda Güler in a direct 1v1 contest. Duel win probability: 24%. The quality gap is significant (€8M vs €87M avg). Projected xG contribution: 0.066 — with very limited chance creation expected."
      },
      {
        "attacker": "Troy Parrott",
        "attacker_role": "ST",
        "attacker_market_value": 23000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.66,
        "defenders": [
          "Dean Huijsen",
          "Marc Cucurella"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.861,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.1597,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Dean Huijsen",
            "role": "CB",
            "market_value": 66000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Marc Cucurella",
            "role": "CB",
            "market_value": 62000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Troy Parrott (ST) is heavily outmatched defensively against Dean Huijsen and Marc Cucurella in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€23M vs €64M avg). Projected xG contribution: 0.160 — with very limited chance creation expected."
      },
      {
        "attacker": "Cucho Hernández",
        "attacker_role": "ST",
        "attacker_market_value": 16500000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.595,
        "defenders": [
          "Dean Huijsen",
          "Marc Cucurella"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.861,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.2229,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.4,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Dean Huijsen",
            "role": "CB",
            "market_value": 66000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Marc Cucurella",
            "role": "CB",
            "market_value": 62000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Cucho Hernández (ST) is heavily outmatched defensively against Dean Huijsen and Marc Cucurella in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€16M vs €64M avg). Projected xG contribution: 0.223 — with very limited chance creation expected."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Arda Güler",
        "attacker_role": "LWB",
        "attacker_market_value": 87000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.887,
        "defenders": [
          "Pablo García"
        ],
        "defender_roles": [
          "RWB"
        ],
        "def_skill_quality_avg": 0.501,
        "duel_zone": "LWB vs RWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.598,
        "xg_contribution": 0.2302,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.6,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 3.1,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Pablo García",
            "role": "RWB",
            "market_value": 8199999,
            "tackles_attempted": 2.0,
            "tackles_won": 1.4,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.402
          }
        ],
        "duel_analysis": "Arda Güler (LWB) is slightly favored against Pablo García in a direct 1v1 contest. Duel win probability: 60%. The quality gap is significant (€87M vs €8M avg). Projected xG contribution: 0.230 — creating consistent moderate threat."
      },
      {
        "attacker": "Jude Bellingham",
        "attacker_role": "CM",
        "attacker_market_value": 151000000,
        "attacker_height": 188,
        "attacker_skill_quality": 0.899,
        "defenders": [
          "Pablo Fornals"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.503,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.668,
        "xg_contribution": 0.1955,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.8,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Pablo Fornals",
            "role": "CDM",
            "market_value": 8400000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.3,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.332
          }
        ],
        "duel_analysis": "Jude Bellingham (CM) has a clear attacking advantage against Pablo Fornals in a direct 1v1 contest. Duel win probability: 67%. The quality gap is significant (€151M vs €8M avg). Projected xG contribution: 0.195 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Aurélien Tchouaméni",
        "attacker_role": "CM",
        "attacker_market_value": 73000000,
        "attacker_height": 188,
        "attacker_skill_quality": 0.875,
        "defenders": [
          "Pablo Fornals"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.503,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.657,
        "xg_contribution": 0.0856,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.7,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Pablo Fornals",
            "role": "CDM",
            "market_value": 8400000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.3,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.343
          }
        ],
        "duel_analysis": "Aurélien Tchouaméni (CM) has a clear attacking advantage against Pablo Fornals in a direct 1v1 contest. Duel win probability: 66%. The quality gap is significant (€73M vs €8M avg). Projected xG contribution: 0.086 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Federico Valverde",
        "attacker_role": "RWB",
        "attacker_market_value": 87000000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.887,
        "defenders": [
          "Nelson Deossa"
        ],
        "defender_roles": [
          "LWB"
        ],
        "def_skill_quality_avg": 0.52,
        "duel_zone": "RWB vs LWB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.569,
        "xg_contribution": 0.2084,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.5,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 3.1,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Nelson Deossa",
            "role": "LWB",
            "market_value": 9800000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.5,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.431
          }
        ],
        "duel_analysis": "Federico Valverde (RWB) is slightly favored against Nelson Deossa in a direct 1v1 contest. Duel win probability: 57%. The quality gap is significant (€87M vs €10M avg). Projected xG contribution: 0.208 — creating consistent moderate threat."
      },
      {
        "attacker": "Vinícius Júnior",
        "attacker_role": "SS",
        "attacker_market_value": 146000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.899,
        "defenders": [
          "Natan"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.686,
        "duel_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.498,
        "xg_contribution": 0.4313,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Natan",
            "role": "CB",
            "market_value": 26000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.7,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.502
          }
        ],
        "duel_analysis": "Vinícius Júnior (SS) is evenly matched against Natan in a direct 1v1 contest. Duel win probability: 50%. The quality gap is significant (€146M vs €26M avg). Projected xG contribution: 0.431 — with neither side clearly dominant."
      },
      {
        "attacker": "Yan Diomande",
        "attacker_role": "SS",
        "attacker_market_value": 99000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.893,
        "defenders": [
          "Natan"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.686,
        "duel_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.511,
        "xg_contribution": 0.2901,
        "shots_in_zone": 2.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Natan",
            "role": "CB",
            "market_value": 26000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.7,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.489
          }
        ],
        "duel_analysis": "Yan Diomande (SS) is slightly favored against Natan in a direct 1v1 contest. Duel win probability: 51%. The quality gap is significant (€99M vs €26M avg). Projected xG contribution: 0.290 — creating consistent moderate threat."
      },
      {
        "attacker": "Kylian Mbappé",
        "attacker_role": "ST",
        "attacker_market_value": 212000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.9,
        "defenders": [
          "Natan",
          "Valentín Gómez"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.611,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.312,
        "xg_contribution": 0.3585,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Natan",
            "role": "CB",
            "market_value": 26000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.688
          },
          {
            "player": "Valentín Gómez",
            "role": "CB",
            "market_value": 11200000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.688
          }
        ],
        "duel_analysis": "Kylian Mbappé (ST) is heavily outmatched defensively against Natan and Valentín Gómez in a 2-defender block. Duel win probability: 31%. The quality gap is significant (€212M vs €19M avg). Projected xG contribution: 0.359 — with very limited chance creation expected."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.667,
      "away_midfield_power": 0.912,
      "home_creative_power": 0.678,
      "away_creative_power": 1.025,
      "home_defensive_power": 0.442,
      "away_defensive_power": 1.006,
      "home_dominance_ratio": 0.422,
      "home_midfield_count": 5,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Abdessamad Ezzalzouli",
        "Antony",
        "Nelson Deossa",
        "Pablo Fornals",
        "Pablo García"
      ],
      "away_midfield_players": [
        "Jude Bellingham",
        "Arda Güler",
        "Federico Valverde",
        "Aurélien Tchouaméni"
      ],
      "possession_advantage": "away",
      "estimated_possession_home_pct": 46.3,
      "estimated_possession_away_pct": 53.7,
      "home_pressing_actions_per_90": 6.7,
      "away_pressing_actions_per_90": 9.9,
      "home_key_passes_projected": 5.6,
      "away_key_passes_projected": 7.7,
      "home_throughball_threat": 2.6,
      "away_throughball_threat": 3.7,
      "key_personal_duel": "Abdessamad Ezzalzouli vs Jude Bellingham",
      "midfield_lambda_factor_home": 0.969,
      "midfield_lambda_factor_away": 1.045
    },
    "formation_analysis": {
      "home_formation": "3-5-2",
      "away_formation": "3-4-2-1",
      "home_tactical_bonus": -0.02,
      "away_tactical_bonus": 0.02,
      "formation_verdict": "Tactical parity between 3-5-2 and 3-4-2-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 0.787,
    "away_lambda": 2.999,
    "home_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Central Mid vs Central Mid — Box-to-Box Midfield Contest"
    ],
    "away_top_threat_zones": [
      "Shadow Striker vs Centre Back — Half-Space Threat",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "home_player_antagonists": {
      "Nelson Deossa": {
        "opponents": [
          "Federico Valverde"
        ],
        "primary_zone": "LWB vs RWB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Abdessamad Ezzalzouli": {
        "opponents": [
          "Jude Bellingham",
          "Aurélien Tchouaméni"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "Antony": {
        "opponents": [
          "Jude Bellingham",
          "Arda Güler"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "Pablo García": {
        "opponents": [
          "Arda Güler",
          "Jude Bellingham"
        ],
        "primary_zone": "RWB vs LWB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Troy Parrott": {
        "opponents": [
          "Dean Huijsen",
          "Marc Cucurella"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Cucho Hernández": {
        "opponents": [
          "Dean Huijsen",
          "Marc Cucurella"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Pablo Fornals": {
        "opponents": [
          "Jude Bellingham",
          "Aurélien Tchouaméni"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Natan": {
        "opponents": [
          "Vinícius Júnior",
          "Yan Diomande",
          "Kylian Mbappé"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "defensive_duel"
      },
      "Valentín Gómez": {
        "opponents": [
          "Kylian Mbappé"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Álvaro Valles": {
        "opponents": [
          "Vinícius Júnior",
          "Yan Diomande"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Fran García": {
        "opponents": [
          "Kylian Mbappé"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Federico Valverde": {
        "opponents": [
          "Nelson Deossa"
        ],
        "primary_zone": "LWB vs RWB",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Jude Bellingham": {
        "opponents": [
          "Abdessamad Ezzalzouli",
          "Antony",
          "Pablo Fornals",
          "Pablo García"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Arda Güler": {
        "opponents": [
          "Pablo García",
          "Antony"
        ],
        "primary_zone": "RWB vs LWB",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Dean Huijsen": {
        "opponents": [
          "Troy Parrott",
          "Cucho Hernández"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Marc Cucurella": {
        "opponents": [
          "Troy Parrott",
          "Cucho Hernández"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Aurélien Tchouaméni": {
        "opponents": [
          "Pablo Fornals",
          "Abdessamad Ezzalzouli"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Vinícius Júnior": {
        "opponents": [
          "Natan"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "attacking_duel"
      },
      "Yan Diomande": {
        "opponents": [
          "Natan"
        ],
        "primary_zone": "Shadow Striker vs Centre Back — Half-Space Threat",
        "source": "attacking_duel"
      },
      "Kylian Mbappé": {
        "opponents": [
          "Natan",
          "Valentín Gómez"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Thibaut Courtois": {
        "opponents": [
          "Troy Parrott",
          "Cucho Hernández"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Trent Alexander-Arnold": {
        "opponents": [
          "Troy Parrott"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Away midfield dictates play with ~54% possession expected (Abdessamad Ezzalzouli vs Jude Bellingham). Total antagonist xG — Home: 0.82, Away: 1.80. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Shadow Striker vs Centre Back — Half-Space Threat.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9548,
      "away_gk_opposition_factor": 0.993,
      "home_set_piece_bonus": 0.0719,
      "away_set_piece_bonus": 0.176,
      "home_defensive_solidity_vs": 0.8778,
      "away_defensive_solidity_vs": 0.9733,
      "home_midfield_factor": 0.969,
      "away_midfield_factor": 1.045,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.6075,
      "away_avg_quality": 0.8819,
      "avg_quality_gap": -0.2745,
      "squad_value_gap_log": -1.6515,
      "top5_value_gap_log": -1.5116,
      "attack_value_gap_log": -1.7135,
      "elite_count_gap": -9,
      "combined_quality_gap": -0.5862,
      "stronger_lambda_boost": 0.3224,
      "weaker_lambda_suppression": 0.1876,
      "home_bench_lambda_bonus": 0.0603,
      "away_bench_lambda_bonus": 0.0726,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": -0.5862,
      "mismatch_favorite_lambda_boost": 1.1516,
      "mismatch_underdog_lambda_factor": 0.9514,
      "pre_mismatch_home_lambda": 0.827,
      "pre_mismatch_away_lambda": 2.604,
      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 0.8273,
      "pre_calibration_away_lambda": 2.6036,
      "competition_calibration_applied": false,
      "competition_calibration_reason": "no_sofascore_matches_data",
      "competition_calibration_samples": 0,
      "competition_observed_total_goals": 0.0,
      "competition_calibration_scale": 1.0,
      "neutral_share_preserved": false,
      "final_home_lambda": 0.787,
      "final_away_lambda": 2.999
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 14,
    "opponent_position": 15,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "away_standing": {
    "available": true,
    "team_position": 15,
    "opponent_position": 14,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "timestamp": "2026-09-04T13:30:50Z"
}