{
  "match_info": {
    "home_team": "Netherlands",
    "away_team": "Sweden",
    "tournament": "FIFA World Cup",
    "date": "20260620",
    "timezone": "America/New_York",
    "home_formation": "4-3-3",
    "away_formation": "3-1-4-2"
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1177,
    "top_5_scorelines": [
      {
        "score": "1-1",
        "probability": 0.1177
      },
      {
        "score": "1-0",
        "probability": 0.1111
      },
      {
        "score": "2-1",
        "probability": 0.0957
      },
      {
        "score": "2-0",
        "probability": 0.0912
      },
      {
        "score": "0-1",
        "probability": 0.0712
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0688,
      "0-1": 0.0712,
      "0-2": 0.0376,
      "0-3": 0.0132,
      "0-4": 0.0035,
      "0-5": 0.0007,
      "1-0": 0.1111,
      "1-1": 0.1177,
      "1-2": 0.0615,
      "1-3": 0.0215,
      "1-4": 0.0057,
      "1-5": 0.0012,
      "2-0": 0.0912,
      "2-1": 0.0957,
      "2-2": 0.0503,
      "2-3": 0.0176,
      "2-4": 0.0046,
      "2-5": 0.001,
      "3-0": 0.0497,
      "3-1": 0.0521,
      "3-2": 0.0274,
      "3-3": 0.0096,
      "3-4": 0.0025,
      "3-5": 0.0005,
      "4-0": 0.0203,
      "4-1": 0.0213,
      "4-2": 0.0112,
      "4-3": 0.0039,
      "4-4": 0.001,
      "5-0": 0.0066,
      "5-1": 0.007,
      "5-2": 0.0037,
      "5-3": 0.0013,
      "6-0": 0.0018,
      "6-1": 0.0019,
      "6-2": 0.001
    },
    "outcome": {
      "home_win": 0.5093,
      "draw": 0.2475,
      "away_win": 0.2432
    },
    "markets": {
      "over_2_5_goals": 0.5024,
      "under_2_5_goals": 0.4976,
      "btts_yes": 0.5237,
      "btts_no": 0.4763,
      "home_clean_sheet": 0.3499,
      "away_clean_sheet": 0.1951
    },
    "home_ratings": {
      "DR": 91.25,
      "MCR": 89.94,
      "ATR": 85.82,
      "GK": 84.26
    },
    "away_ratings": {
      "DR": 82.52,
      "MCR": 82.29,
      "ATR": 87.15,
      "GK": 78.34
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Netherlands vs Sweden. Most likely scoreline: 1-1. Lambdas derived from 5 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Donyell Malen, Viktor Gyökeres",
      "tactical_analysis": "Tactical parity between 4-3-3 and 3-1-4-2. Match outcome driven primarily by individual player quality. Home midfield dominates with ~51% possession expected (Ryan Gravenberch vs Yasin Ayari). Total antagonist xG — Home: 0.71, Away: 0.68. Home danger zone: LW vs CB. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.75,
    "home_lambda": 1.634,
    "away_lambda": 1.05
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.5093,
      "draw": 0.2475,
      "away_win": 0.2432
    },
    "favorite": "Netherlands",
    "favorite_win_probability": 0.5093,
    "fair_spread": 0.584,
    "fair_total": 2.684,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Netherlands",
        "estimate": 1.634,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Sweden",
        "estimate": 1.05,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.5024,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.5237,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Netherlands",
        "estimate": 1.0,
        "probability": 0.3499,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Sweden",
        "estimate": 1.0,
        "probability": 0.1951,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Donyell Malen (Netherlands)",
        "estimate": 0.402,
        "probability": 0.281,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Viktor Gyökeres (Sweden)",
        "estimate": 0.4034,
        "probability": 0.2892,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Crysencio Summerville (Netherlands)",
        "estimate": 0.2874,
        "probability": 0.2393,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Viktor Gyökeres (Sweden)",
        "estimate": 0.0977,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 2.684,
      "expected_total_shots": 25,
      "expected_total_passes": 847,
      "expected_pressing_actions_per_90": 14.5,
      "possession_home_pct": 51.0,
      "possession_away_pct": 49.0,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Netherlands",
      "favorite_win_probability": 0.5093,
      "script": "Netherlands is the fair winner side, but the baseline remains narrow: fair spread +0.58 goals and fair total 2.68.",
      "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 12 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Sweden must keep the match inside one goal.",
      "late_game": "A Netherlands lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Sweden chance creation leans on Viktor Gyökeres against Virgil van Dijk, Micky van de Ven in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Netherlands: starters carry the main goal usage through Donyell Malen; bench watchlist: Jurriën Timber, Xavi Simons, Frenkie de Jong.",
      "Sweden: starters carry the main goal usage through Viktor Gyökeres; bench watchlist: Lucas Bergvall, Anthony Elanga, Hugo Larsson.",
      "Assist usage should flow through Crysencio Summerville; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Netherlands tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 12 total first-half shots, and 1.34 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 Sweden is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Netherlands.",
      "Sweden 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": {
    "Netherlands": {
      "formation": "4-3-3",
      "players": {
        "Bart Verbruggen": {
          "player_id": 994363,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 193,
          "market_value": 37000000,
          "stats": {
            "saves": 1,
            "goals_prevented": 0.0,
            "rating": 84.2566,
            "minutes": 92,
            "total_pass": 32,
            "accurate_pass": 22,
            "total_long_balls": 14,
            "accurate_long_balls": 5,
            "touches": 43,
            "clearances": 1,
            "ball_recovery": 6,
            "high_claims": 2,
            "punches": 1.0792,
            "aerial_won": 1,
            "sweeper_actions": 1,
            "sweeper_accurate": 1,
            "saves_inside_box": 2,
            "possession_lost": 9.4973,
            "duels_won": 1,
            "duels_lost": 1,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 0,
            "total_own_half_passes": 25,
            "accurate_own_half_passes": 24,
            "assists": 0,
            "expected_assists": 0.0016,
            "total_shots": 0,
            "expected_saves": 1.44,
            "high_pressure_saves": 0.55,
            "shots_faced": 3.1,
            "opponent_faced": "Viktor Gyökeres, Victor Lindelöf",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "expected_goals": 0.0,
            "fifa_overall": 78.0
          },
          "latest_10_games": [
            {
              "match_id": 15186945,
              "match_date": "2026-06-14",
              "home_team": "Netherlands",
              "away_team": "Japan",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Japan",
              "stats": {
                "minutes": 90,
                "rating": 6.0,
                "assists": 0,
                "expected_assists": 0.0016,
                "total_shots": 0,
                "total_pass": 30,
                "accurate_pass": 20,
                "ball_recovery": 5,
                "saves": 1,
                "goals_prevented": -0.6757
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14023959,
              "match_date": "2026-05-24",
              "home_team": "Brighton & Hove Albion",
              "away_team": "Manchester United",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brighton & Hove Albion",
              "opponent": "Manchester United",
              "stats": {
                "minutes": 90,
                "rating": 6.3,
                "assists": 0,
                "expected_assists": 0.0008,
                "total_shots": 0,
                "total_pass": 37,
                "accurate_pass": 32,
                "clearances": 1,
                "ball_recovery": 10,
                "saves": 5,
                "goals_prevented": -0.8221
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023954,
              "match_date": "2026-05-17",
              "home_team": "Leeds United",
              "away_team": "Brighton & Hove Albion",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Brighton & Hove Albion",
              "opponent": "Leeds United",
              "stats": {
                "minutes": 90,
                "rating": 6.1,
                "assists": 0,
                "expected_assists": 0.0005,
                "total_shots": 0,
                "total_pass": 33,
                "accurate_pass": 20,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 10,
                "saves": 1,
                "goals_prevented": -0.1713
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023935,
              "match_date": "2026-05-09",
              "home_team": "Brighton & Hove Albion",
              "away_team": "Wolverhampton",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brighton & Hove Albion",
              "opponent": "Wolverhampton",
              "stats": {
                "minutes": 90,
                "rating": 7.0,
                "assists": 0,
                "expected_assists": 0.0004,
                "total_shots": 0,
                "total_pass": 41,
                "accurate_pass": 28,
                "ball_recovery": 7,
                "saves": 1,
                "goals_prevented": 0.0899
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 13233683,
              "match_date": "2025-11-17",
              "home_team": "Netherlands",
              "away_team": "Lithuania",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Lithuania",
              "stats": {
                "minutes": 90,
                "rating": 7.0,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 26,
                "accurate_pass": 23,
                "ball_recovery": 4,
                "saves": 1
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. UEFA",
              "league_id": "11",
              "league_slug": "world-championship-qual-uefa",
              "league_country": "Europe",
              "season_id": "69427",
              "season_name": "World Cup Qualification, UEFA 2026",
              "season_year": "2026"
            }
          ],
          "ranking": {
            "global_player_rank": 14850,
            "combined_rank_score": 728.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 456.0,
            "sofascore_rating": 6.8667,
            "sofascore_appearances": 6.0,
            "fifa_rank": 1001.0,
            "fifa_overall": 78.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 12,
            "squad_role": "starter",
            "projected_match_rating": 6.2566,
            "source_file": "data/player_rankings.csv",
            "player_name": "Bart Verbruggen",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Hicham Boudaoui",
                  "ranking": 14845
                },
                {
                  "player_name": "Maximiliano Araújo",
                  "ranking": 14846
                },
                {
                  "player_name": "Gabriel Strefezza",
                  "ranking": 14847
                },
                {
                  "player_name": "Ali Auglah",
                  "ranking": 14848
                },
                {
                  "player_name": "Ibrokhim Ibrokhimov",
                  "ranking": 14849
                }
              ],
              "lower": [
                {
                  "player_name": "Florentino",
                  "ranking": 14851
                },
                {
                  "player_name": "Jan Paul van Hecke",
                  "ranking": 14852
                },
                {
                  "player_name": "Min-sik Kim",
                  "ranking": 14853
                },
                {
                  "player_name": "Daniel Carrillo",
                  "ranking": 14854
                },
                {
                  "player_name": "Igor Nikić",
                  "ranking": 14855
                }
              ]
            }
          }
        },
        "Cody Gakpo": {
          "player_id": 862967,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 11,
          "height": 193,
          "market_value": 58000000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.1231,
            "assists": 0,
            "expected_goals": 0.1827,
            "rating": 91.5029,
            "minutes": 86,
            "total_pass": 39,
            "accurate_pass": 30,
            "ball_recovery": 2,
            "duels_won": 6,
            "total_shots": 3,
            "shots_on_target": 1,
            "tackles": 1,
            "interceptions": 1,
            "aerial_won": 2,
            "shots_off_target": 1,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.6,
            "fouls_drawn": 2,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.321,
            "pressing_faced": "MEDIUM",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Gabriel Gudmundsson, Isak Hien",
            "opponent_faced": "Gabriel Gudmundsson, Isak Hien",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0529,
            "projected_assists": 0,
            "assist_probability": 0.122,
            "fifa_overall": 84.0
          },
          "latest_10_games": [
            {
              "match_id": 15186945,
              "match_date": "2026-06-14",
              "home_team": "Netherlands",
              "away_team": "Japan",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Japan",
              "stats": {
                "minutes": 85,
                "rating": 7.5,
                "assists": 0,
                "expected_goals": 0.1952,
                "expected_assists": 0.1286,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 36,
                "accurate_pass": 27,
                "key_pass": 1,
                "tackles": 1,
                "interceptions": 1,
                "aerial_won": 4,
                "duels_won": 7,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14023962,
              "match_date": "2026-05-24",
              "home_team": "Liverpool FC",
              "away_team": "Brentford",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Liverpool FC",
              "opponent": "Brentford",
              "stats": {
                "minutes": 90,
                "rating": 6.5,
                "assists": 0,
                "expected_goals": 0.209,
                "expected_assists": 0.0502,
                "total_shots": 2,
                "total_pass": 19,
                "accurate_pass": 15,
                "key_pass": 3,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023928,
              "match_date": "2026-05-15",
              "home_team": "Aston Villa",
              "away_team": "Liverpool FC",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Liverpool FC",
              "opponent": "Aston Villa",
              "stats": {
                "minutes": 74,
                "rating": 6.5,
                "assists": 0,
                "expected_goals": 0.5338,
                "expected_assists": 0.0031,
                "total_shots": 2,
                "shots_off_target": 2,
                "total_pass": 7,
                "accurate_pass": 6,
                "interceptions": 1,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 2
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632087,
              "match_date": "2026-04-14",
              "home_team": "Liverpool FC",
              "away_team": "Paris Saint-Germain",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Liverpool FC",
              "opponent": "Paris Saint-Germain",
              "stats": {
                "minutes": 45,
                "rating": 6.9,
                "assists": 0,
                "expected_goals": 0.0439,
                "expected_assists": 0.1769,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 19,
                "accurate_pass": 15,
                "tackles": 1,
                "tackles_won": 1,
                "aerial_won": 1,
                "duels_won": 3,
                "ball_recovery": 3
              },
              "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": 15632083,
              "match_date": "2026-04-08",
              "home_team": "Paris Saint-Germain",
              "away_team": "Liverpool FC",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Liverpool FC",
              "opponent": "Paris Saint-Germain",
              "stats": {
                "minutes": 12,
                "rating": 6.4,
                "assists": 0,
                "expected_assists": 0.0034,
                "total_shots": 0,
                "total_pass": 3,
                "accurate_pass": 3
              },
              "has_player_stats": true,
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                {
                  "player_name": "Besard Sabović",
                  "ranking": 19644
                },
                {
                  "player_name": "Moussa Sissoko",
                  "ranking": 19645
                },
                {
                  "player_name": "Martin Linnes",
                  "ranking": 19646
                }
              ],
              "lower": [
                {
                  "player_name": "Marcel Schuhen",
                  "ranking": 19648
                },
                {
                  "player_name": "Lukas Lerager",
                  "ranking": 19649
                },
                {
                  "player_name": "Clemens Riedel",
                  "ranking": 19650
                },
                {
                  "player_name": "Leandro Brey",
                  "ranking": 19651
                },
                {
                  "player_name": "Davíð Kristján Ólafsson",
                  "ranking": 19652
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.05,
        "expected_assists": 0.48,
        "total_shots": 10,
        "shots_on_target": 7,
        "total_passes": 351,
        "interceptions": 7,
        "tackles": 14,
        "avg_rating": 83.78,
        "possession_estimated_pct": 49.0,
        "pressing_actions_per_90": 7.4
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Ryan Gravenberch",
        "attacker_role": "CM",
        "attacker_market_value": 87000000,
        "attacker_height": 190,
        "attacker_skill_quality": 0.887,
        "defenders": [
          "Jesper Karlström"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.451,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.69,
        "xg_contribution": 0.0735,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.8,
        "aerial_duels": 2,
        "aerial_won": 1.3,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.0,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jesper Karlström",
            "role": "CDM",
            "market_value": 4099999,
            "tackles_attempted": 1.9,
            "tackles_won": 1.2,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.31
          }
        ],
        "duel_analysis": "Ryan Gravenberch (CM) has a clear attacking advantage against Jesper Karlström in a direct 1v1 contest. Duel win probability: 69%. The quality gap is significant (€87M vs €4M avg). Projected xG contribution: 0.074 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Tijjani Reijnders",
        "attacker_role": "CM",
        "attacker_market_value": 48000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.817,
        "defenders": [
          "Jesper Karlström"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.451,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.639,
        "xg_contribution": 0.0674,
        "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": "Jesper Karlström",
            "role": "CDM",
            "market_value": 4099999,
            "tackles_attempted": 1.9,
            "tackles_won": 1.3,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.361
          }
        ],
        "duel_analysis": "Tijjani Reijnders (CM) has a clear attacking advantage against Jesper Karlström in a direct 1v1 contest. Duel win probability: 64%. The quality gap is significant (€48M vs €4M avg). Projected xG contribution: 0.067 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Donyell Malen",
        "attacker_role": "LW",
        "attacker_market_value": 48000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.817,
        "defenders": [
          "Gabriel Gudmundsson"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "LW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.479,
        "xg_contribution": 0.337,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.7,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Gabriel Gudmundsson",
            "role": "CB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.7,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.521
          }
        ],
        "duel_analysis": "Donyell Malen (LW) is evenly matched against Gabriel Gudmundsson in a direct 1v1 contest. Duel win probability: 48%. The quality gap is significant (€48M vs €21M avg). Projected xG contribution: 0.337 — with neither side clearly dominant."
      },
      {
        "attacker": "Cody Gakpo",
        "attacker_role": "ST",
        "attacker_market_value": 58000000,
        "attacker_height": 193,
        "attacker_skill_quality": 0.848,
        "defenders": [
          "Gabriel Gudmundsson",
          "Isak Hien"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.321,
        "xg_contribution": 0.1305,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 3,
        "aerial_won": 2.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Gabriel Gudmundsson",
            "role": "CB",
            "market_value": 21000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.679
          },
          {
            "player": "Isak Hien",
            "role": "CB",
            "market_value": 21000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.679
          }
        ],
        "duel_analysis": "Cody Gakpo (ST) faces tough defensive resistance against Gabriel Gudmundsson and Isak Hien in a 2-defender block. Duel win probability: 32%. The quality gap is significant (€58M vs €21M avg). Projected xG contribution: 0.131 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Teun Koopmeiners",
        "attacker_role": "RW",
        "attacker_market_value": 13200000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.559,
        "defenders": [
          "Gabriel Gudmundsson"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "RW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.391,
        "xg_contribution": 0.1052,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Gabriel Gudmundsson",
            "role": "CB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.609
          }
        ],
        "duel_analysis": "Teun Koopmeiners (RW) faces tough defensive resistance against Gabriel Gudmundsson in a direct 1v1 contest. Duel win probability: 39%.  Projected xG contribution: 0.105 — and is restricted in space and time on the ball."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Viktor Gyökeres",
        "attacker_role": "ST",
        "attacker_market_value": 61000000,
        "attacker_height": 187,
        "attacker_skill_quality": 0.855,
        "defenders": [
          "Virgil van Dijk",
          "Micky van de Ven"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.703,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.24,
        "xg_contribution": 0.3926,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.8,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Virgil van Dijk",
            "role": "CB",
            "market_value": 15500000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.76
          },
          {
            "player": "Micky van de Ven",
            "role": "CB",
            "market_value": 49000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.76
          }
        ],
        "duel_analysis": "Viktor Gyökeres (ST) is heavily outmatched defensively against Virgil van Dijk and Micky van de Ven in a 2-defender block. Duel win probability: 24%. The quality gap is significant (€61M vs €32M avg). Projected xG contribution: 0.393 — with very limited chance creation expected."
      },
      {
        "attacker": "Yasin Ayari",
        "attacker_role": "LM",
        "attacker_market_value": 32000000,
        "attacker_height": 172,
        "attacker_skill_quality": 0.732,
        "defenders": [
          "Denzel Dumfries"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.686,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.421,
        "xg_contribution": 0.0478,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Denzel Dumfries",
            "role": "RB",
            "market_value": 26000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.579
          }
        ],
        "duel_analysis": "Yasin Ayari (LM) is evenly matched against Denzel Dumfries in a direct 1v1 contest. Duel win probability: 42%.  Projected xG contribution: 0.048 — with neither side clearly dominant."
      },
      {
        "attacker": "Victor Lindelöf",
        "attacker_role": "RM",
        "attacker_market_value": 4800000,
        "attacker_height": 187,
        "attacker_skill_quality": 0.46,
        "defenders": [
          "Jan Paul van Hecke"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.821,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.29,
        "xg_contribution": 0.1101,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Jan Paul van Hecke",
            "role": "LB",
            "market_value": 49000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.71
          }
        ],
        "duel_analysis": "Victor Lindelöf (RM) is heavily outmatched defensively against Jan Paul van Hecke in a direct 1v1 contest. Duel win probability: 29%. The quality gap is significant (€5M vs €49M avg). Projected xG contribution: 0.110 — with very limited chance creation expected."
      },
      {
        "attacker": "Benjamin Nygren",
        "attacker_role": "CM",
        "attacker_market_value": 13600000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.564,
        "defenders": [
          "Ryan Gravenberch"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.887,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.25,
        "xg_contribution": 0.0905,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Ryan Gravenberch",
            "role": "CM",
            "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": 0.9,
            "defensive_success_rate": 0.75
          }
        ],
        "duel_analysis": "Benjamin Nygren (CM) is heavily outmatched defensively against Ryan Gravenberch in a direct 1v1 contest. Duel win probability: 25%. The quality gap is significant (€14M vs €87M avg). Projected xG contribution: 0.090 — with very limited chance creation expected."
      },
      {
        "attacker": "Jesper Karlström",
        "attacker_role": "CDM",
        "attacker_market_value": 4099999,
        "attacker_height": 179,
        "attacker_skill_quality": 0.451,
        "defenders": [
          "Crysencio Summerville"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.77,
        "duel_zone": "CDM vs CDM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.297,
        "xg_contribution": 0.0429,
        "shots_in_zone": 0.8,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Crysencio Summerville",
            "role": "CDM",
            "market_value": 38000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.703
          }
        ],
        "duel_analysis": "Jesper Karlström (CDM) is heavily outmatched defensively against Crysencio Summerville in a direct 1v1 contest. Duel win probability: 30%. The quality gap is significant (€4M vs €38M avg). Projected xG contribution: 0.043 — with very limited chance creation expected."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.836,
      "away_midfield_power": 0.567,
      "home_creative_power": 0.847,
      "away_creative_power": 0.383,
      "home_defensive_power": 0.475,
      "away_defensive_power": 0.613,
      "home_dominance_ratio": 0.596,
      "home_midfield_count": 6,
      "away_midfield_count": 2,
      "home_midfield_players": [
        "Cody Gakpo",
        "Crysencio Summerville",
        "Tijjani Reijnders",
        "Teun Koopmeiners",
        "Ryan Gravenberch",
        "Denzel Dumfries"
      ],
      "away_midfield_players": [
        "Yasin Ayari",
        "Jesper Karlström"
      ],
      "possession_advantage": "home",
      "estimated_possession_home_pct": 51.0,
      "estimated_possession_away_pct": 49.0,
      "home_pressing_actions_per_90": 7.1,
      "away_pressing_actions_per_90": 7.4,
      "home_key_passes_projected": 6.6,
      "away_key_passes_projected": 3.8,
      "home_throughball_threat": 3.1,
      "away_throughball_threat": 1.8,
      "key_personal_duel": "Ryan Gravenberch vs Yasin Ayari",
      "midfield_lambda_factor_home": 1.032,
      "midfield_lambda_factor_away": 0.971
    },
    "formation_analysis": {
      "home_formation": "4-3-3",
      "away_formation": "3-1-4-2",
      "home_tactical_bonus": 0.05,
      "away_tactical_bonus": -0.05,
      "formation_verdict": "Tactical parity between 4-3-3 and 3-1-4-2. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.634,
    "away_lambda": 1.05,
    "home_top_threat_zones": [
      "LW vs CB",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Right Mid vs Left Back — Wide Channel"
    ],
    "home_player_antagonists": {
      "Ryan Gravenberch": {
        "opponents": [
          "Jesper Karlström",
          "Benjamin Nygren",
          "Yasin Ayari"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Tijjani Reijnders": {
        "opponents": [
          "Jesper Karlström"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Donyell Malen": {
        "opponents": [
          "Gabriel Gudmundsson"
        ],
        "primary_zone": "LW vs CB",
        "source": "attacking_duel"
      },
      "Cody Gakpo": {
        "opponents": [
          "Gabriel Gudmundsson",
          "Isak Hien",
          "Yasin Ayari"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Teun Koopmeiners": {
        "opponents": [
          "Gabriel Gudmundsson",
          "Jesper Karlström"
        ],
        "primary_zone": "RW vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "Virgil van Dijk": {
        "opponents": [
          "Viktor Gyökeres"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Micky van de Ven": {
        "opponents": [
          "Viktor Gyökeres"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Denzel Dumfries": {
        "opponents": [
          "Yasin Ayari"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Jan Paul van Hecke": {
        "opponents": [
          "Victor Lindelöf"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Crysencio Summerville": {
        "opponents": [
          "Jesper Karlström"
        ],
        "primary_zone": "CDM vs CDM",
        "source": "defensive_duel, midfield_pairing"
      },
      "Bart Verbruggen": {
        "opponents": [
          "Alexander Isak",
          "Alexander Bernhardsson"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Jesper Karlström": {
        "opponents": [
          "Ryan Gravenberch",
          "Tijjani Reijnders",
          "Crysencio Summerville",
          "Teun Koopmeiners"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Gabriel Gudmundsson": {
        "opponents": [
          "Donyell Malen",
          "Cody Gakpo",
          "Teun Koopmeiners"
        ],
        "primary_zone": "LW vs CB",
        "source": "defensive_duel"
      },
      "Isak Hien": {
        "opponents": [
          "Cody Gakpo"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Viktor Gyökeres": {
        "opponents": [
          "Virgil van Dijk",
          "Micky van de Ven"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Yasin Ayari": {
        "opponents": [
          "Denzel Dumfries",
          "Ryan Gravenberch",
          "Cody Gakpo"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Victor Lindelöf": {
        "opponents": [
          "Jan Paul van Hecke"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel"
      },
      "Benjamin Nygren": {
        "opponents": [
          "Ryan Gravenberch"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel"
      },
      "Kristoffer Nordfeldt": {
        "opponents": [
          "Donyell Malen",
          "Tijjani Reijnders"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Gustaf Lagerbielke": {
        "opponents": [
          "Donyell Malen"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Alexander Isak": {
        "opponents": [
          "Jan Paul van Hecke",
          "Micky van de Ven"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Alexander Bernhardsson": {
        "opponents": [
          "Virgil van Dijk",
          "Jan Paul van Hecke"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Home midfield dominates with ~51% possession expected (Ryan Gravenberch vs Yasin Ayari). Total antagonist xG — Home: 0.71, Away: 0.68. Home danger zone: LW vs CB. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.025,
      "away_gk_opposition_factor": 0.8767,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.18,
      "home_defensive_solidity_vs": 0.9622,
      "away_defensive_solidity_vs": 0.9095,
      "home_midfield_factor": 1.032,
      "away_midfield_factor": 0.971,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.7609,
      "away_avg_quality": 0.6198,
      "avg_quality_gap": 0.1412,
      "squad_value_gap_log": 0.4955,
      "top5_value_gap_log": 0.2561,
      "attack_value_gap_log": 0.4375,
      "elite_count_gap": 4,
      "combined_quality_gap": 0.1685,
      "stronger_lambda_boost": 0.3707,
      "weaker_lambda_suppression": 0.2359,
      "home_bench_lambda_bonus": 0.0983,
      "away_bench_lambda_bonus": 0.0249,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": true,
      "competitive_underdog_floor": 1.05,
      "pre_competitive_floor_home_lambda": 1.634,
      "pre_competitive_floor_away_lambda": 0.675,
      "pre_calibration_home_lambda": 1.6343,
      "pre_calibration_away_lambda": 0.6749,
      "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": true,
      "final_home_lambda": 1.634,
      "final_away_lambda": 1.05
    }
  },
  "home_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "away_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "timestamp": "2026-06-20T13:37:21Z"
}