{
  "match_info": {
    "home_team": "France",
    "away_team": "England",
    "tournament": "FIFA World Cup",
    "date": "20260718",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "4-1-2-3"
  },
  "prediction": {
    "most_likely_score": "1-0",
    "home_goals": 1,
    "away_goals": 0,
    "most_likely_score_probability": 0.1364,
    "match_resolution": "penalties_if_level",
    "predicted_winner": "France",
    "tiebreaker": {
      "applies": true,
      "method": "penalties_if_level",
      "regulation_draw_probability": 0.3009,
      "shootout_home_win_probability": 0.5191,
      "shootout_away_win_probability": 0.4809,
      "penalty_home_goals": 6,
      "penalty_away_goals": 5,
      "penalty_score": "6-5",
      "penalty_winner": "France",
      "penalty_winner_goals": 6,
      "penalty_loser_goals": 5,
      "penalty_result": "France wins 6-5 on penalties",
      "home_advance_probability": 0.544,
      "away_advance_probability": 0.456,
      "projected_winner": "France",
      "projected_winner_probability": 0.544,
      "final_score_after_penalties": null,
      "reason": "Knockout match: a tied scoreline remains possible, then the advancing team is projected through penalties."
    },
    "top_5_scorelines": [
      {
        "score": "1-0",
        "probability": 0.1364
      },
      {
        "score": "1-1",
        "probability": 0.1356
      },
      {
        "score": "0-0",
        "probability": 0.1236
      },
      {
        "score": "0-1",
        "probability": 0.1182
      },
      {
        "score": "2-0",
        "probability": 0.0774
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.1236,
      "0-1": 0.1182,
      "0-2": 0.0583,
      "0-3": 0.0189,
      "0-4": 0.0046,
      "0-5": 0.0009,
      "1-0": 0.1364,
      "1-1": 0.1356,
      "1-2": 0.0655,
      "1-3": 0.0213,
      "1-4": 0.0052,
      "1-5": 0.001,
      "2-0": 0.0774,
      "2-1": 0.0755,
      "2-2": 0.0369,
      "2-3": 0.012,
      "2-4": 0.0029,
      "2-5": 0.0006,
      "3-0": 0.029,
      "3-1": 0.0283,
      "3-2": 0.0138,
      "3-3": 0.0045,
      "3-4": 0.0011,
      "4-0": 0.0082,
      "4-1": 0.008,
      "4-2": 0.0039,
      "4-3": 0.0013,
      "5-0": 0.0018,
      "5-1": 0.0018,
      "5-2": 0.0009
    },
    "outcome": {
      "home_win": 0.3878,
      "draw": 0.3009,
      "away_win": 0.3113
    },
    "markets": {
      "over_2_5_goals": 0.3505,
      "under_2_5_goals": 0.6495,
      "btts_yes": 0.422,
      "btts_no": 0.578,
      "home_clean_sheet": 0.3769,
      "away_clean_sheet": 0.3247
    },
    "home_ratings": {
      "DR": 89.29,
      "MCR": 89.24,
      "ATR": 96.12,
      "GK": 94.1
    },
    "away_ratings": {
      "DR": 86.28,
      "MCR": 88.24,
      "ATR": 90.69,
      "GK": 90.64
    },
    "insights": {
      "summary": "Antagonist matchup analysis for France vs England. Most likely scoreline: 1-0. Lambdas derived from 4 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Kylian Mbappé",
      "tactical_analysis": "Tactical parity between 4-2-3-1 and 4-1-2-3. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Rayan Cherki vs Morgan Rogers will be the pivotal duel. Total antagonist xG — Home: 1.02, Away: 0.75. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.7,
    "home_lambda": 1.184,
    "away_lambda": 1.027
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.3878,
      "draw": 0.3009,
      "away_win": 0.3113
    },
    "favorite": "France",
    "favorite_win_probability": 0.3878,
    "fair_spread": 0.157,
    "fair_total": 2.211,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "France",
        "estimate": 1.184,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "England",
        "estimate": 1.027,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.3505,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.422,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "France",
        "estimate": 1.0,
        "probability": 0.3769,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "England",
        "estimate": 1.0,
        "probability": 0.3247,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Kylian Mbappé (France)",
        "estimate": 0.5476,
        "probability": 0.5043,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Harry Kane (England)",
        "estimate": 0.3146,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Kylian Mbappé (France)",
        "estimate": 0.1368,
        "probability": 0.2015,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Harry Kane (England)",
        "estimate": 0.261,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 2.211,
      "expected_total_shots": 26,
      "expected_total_passes": 835,
      "expected_pressing_actions_per_90": 17.0,
      "possession_home_pct": 48.3,
      "possession_away_pct": 51.7,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "France",
      "favorite_win_probability": 0.3878,
      "script": "France is the fair winner side, but the baseline remains narrow: fair spread +0.16 goals and fair total 2.21.",
      "first_half": "Expect balanced 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; England must keep the match inside one goal.",
      "late_game": "A France lead likely shifts toward control and counters; if level after extra time, penalties are live; France projects as the advancing side at 54.4% overall advancement probability with 30.1% draw pressure."
    },
    "key_matchup_thesis": "England chance creation leans on Harry Kane against Ibrahima Konaté, Malo Gusto in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "France: starters carry the main goal usage through Kylian Mbappé; bench watchlist: Michael Olise, Désiré Doué, Marcus Thuram.",
      "England: starters carry the main goal usage through the highest xG attackers; bench watchlist: Jude Bellingham, Bukayo Saka, Declan Rice.",
      "Assist usage should flow through N'Golo Kanté; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: France tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 13 total first-half shots, and 1.11 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 England is chasing, transition and set-piece volume become the primary live deviation signal; if level after extra time, penalties are live; France projects as the advancing side at 54.4% overall advancement probability with 30.1% draw pressure."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for France.",
      "England 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": {
    "France": {
      "formation": "4-2-3-1",
      "players": {
        "Kylian Mbappé": {
          "player_id": 826643,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 10,
          "height": 180,
          "market_value": 191000000,
          "stats": {
            "expected_goals": 0.5476,
            "goal_rate": 1.0975,
            "goals": 1,
            "shots_on_target": 2,
            "expected_assists": 0.1368,
            "key_pass": 2,
            "rating": 99.1815,
            "minutes": 86,
            "total_shots": 2,
            "duels_won": 3,
            "aerial_won": 2,
            "total_pass": 31,
            "accurate_pass": 26,
            "total_long_balls": 3,
            "accurate_long_balls": 3,
            "total_opp_half_passes": 25,
            "accurate_opp_half_passes": 21,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 47,
            "possession_lost": 10.9198,
            "dispossessed": 2.0496,
            "duels_lost": 4,
            "aerial_lost": 1,
            "total_contest": 4,
            "won_contest": 2,
            "ball_recovery": 3,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 2,
            "assists": 0,
            "shots_off_target": 2,
            "interceptions": 0,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 1,
            "big_chances_missed": 2,
            "xgot": 1.232,
            "offsides": 2,
            "ball_carries": 17,
            "total_progression": 99,
            "progressive_carries": 5,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.4,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.21,
            "pressing_faced": "ULTRA_HIGH",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Nico O'Reilly, Djed Spence",
            "opponent_faced": "Nico O'Reilly, Djed Spence",
            "antagonist_source": "attacking_duel",
            "projected_goals": 1,
            "goal_probability": 0.5043,
            "projected_assists": 0,
            "assist_probability": 0.2015,
            "fifa_overall": 91.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 12813008,
              "match_date": "2026-07-14 19:00:00 UTC",
              "league_name": "World Championship",
              "league_id": 16,
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": 58210,
              "season_name": "World Cup 2026",
              "season_year": "2026",
              "home_team": "France",
              "away_team": "Spain",
              "home_score_current": 0.0,
              "away_score_current": 2.0,
              "team_side": "home",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "France",
              "opponent": "Spain",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 12813016,
              "match_date": "2026-07-09",
              "home_team": "France",
              "away_team": "Morocco",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Morocco",
              "stats": {
                "minutes": 77,
                "rating": 7.7,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 1,
                "expected_goals": 1.3385,
                "expected_assists": 0.0461,
                "total_shots": 4,
                "shots_on_target": 2,
                "shots_off_target": 2,
                "total_pass": 31,
                "accurate_pass": 26,
                "key_pass": 4,
                "duels_won": 3,
                "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": 12813010,
              "match_date": "2026-07-04",
              "home_team": "Paraguay",
              "away_team": "France",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Paraguay",
              "stats": {
                "minutes": 90,
                "rating": 7.5,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 1.1738,
                "expected_assists": 0.0306,
                "total_shots": 5,
                "shots_on_target": 4,
                "shots_off_target": 1,
                "total_pass": 27,
                "accurate_pass": 22,
                "key_pass": 2,
                "duels_won": 4
              },
              "has_player_stats": true,
              "league_name": "World Championship",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 12812995,
              "match_date": "2026-06-30",
              "home_team": "France",
              "away_team": "Sweden",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Sweden",
              "stats": {
                "minutes": 85,
                "rating": 9.8,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 0.5974,
                "expected_assists": 0.0985,
                "total_shots": 5,
                "shots_on_target": 4,
                "shots_off_target": 1,
                "total_pass": 41,
                "accurate_pass": 34,
                "key_pass": 4,
                "aerial_won": 1,
                "duels_won": 5,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "World Championship",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186537,
              "match_date": "2026-06-26",
              "home_team": "Norway",
              "away_team": "France",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Norway",
              "stats": {
                "minutes": 87,
                "rating": 7.4,
                "assists": 2,
                "expected_goals": 0.2892,
                "expected_assists": 0.5773,
                "total_shots": 4,
                "shots_on_target": 2,
                "shots_off_target": 1,
                "total_pass": 32,
                "accurate_pass": 29,
                "key_pass": 4,
                "duels_won": 1,
                "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": 15186769,
              "match_date": "2026-06-22",
              "home_team": "France",
              "away_team": "Iraq",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Iraq",
              "stats": {
                "minutes": 89,
                "rating": 9.2,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 1.226,
                "expected_assists": 0.114,
                "total_shots": 8,
                "shots_on_target": 3,
                "shots_off_target": 4,
                "total_pass": 39,
                "accurate_pass": 35,
                "key_pass": 2,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 4,
                "ball_recovery": 6
              },
              "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": 15186501,
              "match_date": "2026-06-16",
              "home_team": "France",
              "away_team": "Senegal",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Senegal",
              "stats": {
                "minutes": 90,
                "rating": 8.1,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 0.7638,
                "expected_assists": 0.0209,
                "total_shots": 4,
                "shots_on_target": 4,
                "total_pass": 16,
                "accurate_pass": 15,
                "duels_won": 2,
                "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": 14083731,
              "match_date": "2026-05-23",
              "home_team": "Real Madrid",
              "away_team": "Athletic Club",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Athletic Club",
              "stats": {
                "minutes": 90,
                "rating": 8.1,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.2598,
                "expected_assists": 0.0681,
                "total_shots": 5,
                "shots_on_target": 2,
                "shots_off_target": 3,
                "total_pass": 39,
                "accurate_pass": 31,
                "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": 14083702,
              "match_date": "2026-05-17",
              "home_team": "Sevilla",
              "away_team": "Real Madrid",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Sevilla",
              "stats": {
                "minutes": 90,
                "rating": 5.9,
                "assists": 0,
                "expected_goals": 0.5088,
                "expected_assists": 0.0226,
                "total_shots": 5,
                "shots_off_target": 3,
                "total_pass": 31,
                "accurate_pass": 27,
                "key_pass": 1,
                "duels_won": 3,
                "ball_recovery": 2
              },
              "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": 0,
              "team": "Real Madrid",
              "opponent": "Real Oviedo",
              "stats": {
                "minutes": 21,
                "rating": 6.7,
                "assists": 1,
                "expected_goals": 0.1734,
                "expected_assists": 0.0071,
                "total_shots": 4,
                "shots_off_target": 2,
                "total_pass": 11,
                "accurate_pass": 10,
                "key_pass": 1,
                "duels_won": 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"
            }
          ],
          "ranking": {
            "global_player_rank": 4,
            "combined_rank_score": 10.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 18.0,
            "sofascore_rating": 8.0545,
            "sofascore_appearances": 11.0,
            "fifa_rank": 3.0,
            "fifa_overall": 91.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 1,
            "squad_role": "starter",
            "projected_match_rating": 8.1815,
            "source_file": "data/player_rankings.csv",
            "player_name": "Kylian Mbappé",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Ryu Won-Woo",
                  "ranking": 1
                },
                {
                  "player_name": "Lamine Yamal",
                  "ranking": 2
                },
                {
                  "player_name": "Maximiliano Gutiérrez",
                  "ranking": 3
                }
              ],
              "lower": [
                {
                  "player_name": "Erling Haaland",
                  "ranking": 5
                },
                {
                  "player_name": "Pedri",
                  "ranking": 6
                },
                {
                  "player_name": "Nico López",
                  "ranking": 7
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                "assists": 0,
                "expected_goals": 0.0496,
                "expected_assists": 0.0251,
                "total_shots": 2,
                "shots_off_target": 1,
                "total_pass": 89,
                "accurate_pass": 83,
                "tackles": 2,
                "tackles_won": 1,
                "interceptions": 1,
                "clearances": 1,
                "duels_won": 2,
                "ball_recovery": 4
              },
              "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"
            }
          ],
          "ranking": {
            "global_player_rank": 79,
            "combined_rank_score": 80.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 106.0,
            "sofascore_rating": 7.4077,
            "sofascore_appearances": 13.0,
            "fifa_rank": 55.0,
            "fifa_overall": 87.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 3,
            "squad_role": "substitute",
            "projected_match_rating": 7.9294,
            "source_file": "data/player_rankings.csv",
            "player_name": "Declan Rice",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Abduvokhid Nematov",
                  "ranking": 74
                },
                {
                  "player_name": "Cristhian Martínez",
                  "ranking": 75
                },
                {
                  "player_name": "Iker Luque",
                  "ranking": 76
                },
                {
                  "player_name": "Luka Stankovski",
                  "ranking": 77
                },
                {
                  "player_name": "Anastasios Douvikas",
                  "ranking": 78
                }
              ],
              "lower": [
                {
                  "player_name": "Ousmane Dembélé",
                  "ranking": 80
                },
                {
                  "player_name": "Juan Cornejo",
                  "ranking": 81
                },
                {
                  "player_name": "Jude Bellingham",
                  "ranking": 82
                },
                {
                  "player_name": "Youri Tielemans",
                  "ranking": 83
                },
                {
                  "player_name": "Toti Gomes",
                  "ranking": 84
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 0,
        "expected_goals": 1.03,
        "expected_assists": 0.98,
        "total_shots": 13,
        "shots_on_target": 8,
        "total_passes": 438,
        "interceptions": 10,
        "tackles": 12,
        "avg_rating": 88.41,
        "possession_estimated_pct": 51.7,
        "pressing_actions_per_90": 9.2
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Rayan Cherki",
        "attacker_role": "LW",
        "attacker_market_value": 98000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.893,
        "defenders": [
          "Marc Guéhi"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.864,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.469,
        "xg_contribution": 0.3315,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.6,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Marc Guéhi",
            "role": "RB",
            "market_value": 66000000,
            "tackles_attempted": 2.3,
            "tackles_won": 1.9,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.531
          }
        ],
        "duel_analysis": "Rayan Cherki (LW) is evenly matched against Marc Guéhi in a direct 1v1 contest. Duel win probability: 47%. The quality gap is significant (€98M vs €66M avg). Projected xG contribution: 0.331 — with neither side clearly dominant."
      },
      {
        "attacker": "Kylian Mbappé",
        "attacker_role": "ST",
        "attacker_market_value": 191000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.9,
        "defenders": [
          "Nico O'Reilly",
          "Djed Spence"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.802,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.21,
        "xg_contribution": 0.557,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.9,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Nico O'Reilly",
            "role": "CB",
            "market_value": 76000000,
            "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": 0.7,
            "defensive_success_rate": 0.79
          },
          {
            "player": "Djed Spence",
            "role": "CB",
            "market_value": 31000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.79
          }
        ],
        "duel_analysis": "Kylian Mbappé (ST) is heavily outmatched defensively against Nico O'Reilly and Djed Spence in a 2-defender block. Duel win probability: 21%. The quality gap is significant (€191M vs €54M avg). Projected xG contribution: 0.557 — with very limited chance creation expected."
      },
      {
        "attacker": "Bradley Barcola",
        "attacker_role": "RW",
        "attacker_market_value": 68000000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.868,
        "defenders": [
          "Ezri Konsa"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.791,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.511,
        "xg_contribution": 0.0068,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Ezri Konsa",
            "role": "LB",
            "market_value": 42000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.8,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.489
          }
        ],
        "duel_analysis": "Bradley Barcola (RW) is slightly favored against Ezri Konsa in a direct 1v1 contest. Duel win probability: 51%. The quality gap is significant (€68M vs €42M avg). Projected xG contribution: 0.007 — creating consistent moderate threat."
      },
      {
        "attacker": "Ousmane Dembélé",
        "attacker_role": "CAM",
        "attacker_market_value": 97000000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.892,
        "defenders": [
          "Kobbie Mainoo"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.873,
        "duel_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.444,
        "xg_contribution": 0.1275,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Kobbie Mainoo",
            "role": "CDM",
            "market_value": 72000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.556
          }
        ],
        "duel_analysis": "Ousmane Dembélé (CAM) is evenly matched against Kobbie Mainoo in a direct 1v1 contest. Duel win probability: 44%. The quality gap is significant (€97M vs €72M avg). Projected xG contribution: 0.128 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Morgan Rogers",
        "attacker_role": "LM",
        "attacker_market_value": 86000000,
        "attacker_height": 187,
        "attacker_skill_quality": 0.887,
        "defenders": [
          "Maxence Lacroix"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.837,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.462,
        "xg_contribution": 0.0822,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.9,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Maxence Lacroix",
            "role": "RB",
            "market_value": 54000000,
            "tackles_attempted": 2.3,
            "tackles_won": 1.9,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.538
          }
        ],
        "duel_analysis": "Morgan Rogers (LM) is evenly matched against Maxence Lacroix in a direct 1v1 contest. Duel win probability: 46%. The quality gap is significant (€86M vs €54M avg). Projected xG contribution: 0.082 — with neither side clearly dominant."
      },
      {
        "attacker": "Eberechi Eze",
        "attacker_role": "CM",
        "attacker_market_value": 69000000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.869,
        "defenders": [
          "Warren Zaïre-Emery"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.88,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.445,
        "xg_contribution": 0.0585,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Warren Zaïre-Emery",
            "role": "CDM",
            "market_value": 78000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.555
          }
        ],
        "duel_analysis": "Eberechi Eze (CM) is evenly matched against Warren Zaïre-Emery in a direct 1v1 contest. Duel win probability: 45%.  Projected xG contribution: 0.059 — with neither side clearly dominant."
      },
      {
        "attacker": "Noni Madueke",
        "attacker_role": "ST",
        "attacker_market_value": 54000000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.837,
        "defenders": [
          "Ibrahima Konaté",
          "Malo Gusto"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.784,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.204,
        "xg_contribution": 0.0027,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 3,
        "aerial_won": 1.7,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.8,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Ibrahima Konaté",
            "role": "CB",
            "market_value": 46000000,
            "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": 0.7,
            "defensive_success_rate": 0.796
          },
          {
            "player": "Malo Gusto",
            "role": "CB",
            "market_value": 36000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.796
          }
        ],
        "duel_analysis": "Noni Madueke (ST) is heavily outmatched defensively against Ibrahima Konaté and Malo Gusto in a 2-defender block. Duel win probability: 20%.  Projected xG contribution: 0.003 — with very limited chance creation expected."
      },
      {
        "attacker": "Harry Kane",
        "attacker_role": "ST",
        "attacker_market_value": 65000000,
        "attacker_height": 188,
        "attacker_skill_quality": 0.863,
        "defenders": [
          "Ibrahima Konaté",
          "Malo Gusto"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.784,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.24,
        "xg_contribution": 0.607,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 3,
        "aerial_won": 1.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.8,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Ibrahima Konaté",
            "role": "CB",
            "market_value": 46000000,
            "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
          },
          {
            "player": "Malo Gusto",
            "role": "CB",
            "market_value": 36000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.76
          }
        ],
        "duel_analysis": "Harry Kane (ST) is heavily outmatched defensively against Ibrahima Konaté and Malo Gusto in a 2-defender block. Duel win probability: 24%. The quality gap is significant (€65M vs €41M avg). Projected xG contribution: 0.607 — with very limited chance creation expected."
      },
      {
        "attacker": "Marcus Rashford",
        "attacker_role": "RM",
        "attacker_market_value": 38000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.77,
        "defenders": [
          "Theo Hernández"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.522,
        "xg_contribution": 0.0016,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Theo Hernández",
            "role": "LB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.478
          }
        ],
        "duel_analysis": "Marcus Rashford (RM) is slightly favored against Theo Hernández in a direct 1v1 contest. Duel win probability: 52%. The quality gap is significant (€38M vs €21M avg). Projected xG contribution: 0.002 — creating consistent moderate threat."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.74,
      "away_midfield_power": 0.876,
      "home_creative_power": 0.629,
      "away_creative_power": 0.879,
      "home_defensive_power": 0.629,
      "away_defensive_power": 0.872,
      "home_dominance_ratio": 0.458,
      "home_midfield_count": 3,
      "away_midfield_count": 3,
      "home_midfield_players": [
        "Rayan Cherki",
        "Warren Zaïre-Emery",
        "N'Golo Kanté"
      ],
      "away_midfield_players": [
        "Morgan Rogers",
        "Eberechi Eze",
        "Kobbie Mainoo"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 48.3,
      "estimated_possession_away_pct": 51.7,
      "home_pressing_actions_per_90": 7.8,
      "away_pressing_actions_per_90": 9.2,
      "home_key_passes_projected": 5.3,
      "away_key_passes_projected": 6.8,
      "home_throughball_threat": 2.5,
      "away_throughball_threat": 3.2,
      "key_personal_duel": "Rayan Cherki vs Morgan Rogers",
      "midfield_lambda_factor_home": 0.979,
      "midfield_lambda_factor_away": 1.021
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "4-1-2-3",
      "home_tactical_bonus": 0.0,
      "away_tactical_bonus": 0.0,
      "formation_verdict": "Tactical parity between 4-2-3-1 and 4-1-2-3. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.184,
    "away_lambda": 1.027,
    "home_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Left Wing vs Right Back — Flank Battle"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Left Mid vs Right Back — Wide Channel"
    ],
    "home_player_antagonists": {
      "Rayan Cherki": {
        "opponents": [
          "Marc Guéhi",
          "Morgan Rogers"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Kylian Mbappé": {
        "opponents": [
          "Nico O'Reilly",
          "Djed Spence"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Bradley Barcola": {
        "opponents": [
          "Ezri Konsa"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Ousmane Dembélé": {
        "opponents": [
          "Kobbie Mainoo"
        ],
        "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "source": "attacking_duel"
      },
      "Maxence Lacroix": {
        "opponents": [
          "Morgan Rogers"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Warren Zaïre-Emery": {
        "opponents": [
          "Eberechi Eze",
          "Kobbie Mainoo"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Ibrahima Konaté": {
        "opponents": [
          "Noni Madueke",
          "Harry Kane"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Malo Gusto": {
        "opponents": [
          "Noni Madueke",
          "Harry Kane"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Theo Hernández": {
        "opponents": [
          "Marcus Rashford"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "N'Golo Kanté": {
        "opponents": [
          "Eberechi Eze"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Mike Maignan": {
        "opponents": [
          "Marcus Rashford",
          "Harry Kane"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Marc Guéhi": {
        "opponents": [
          "Rayan Cherki"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Nico O'Reilly": {
        "opponents": [
          "Kylian Mbappé"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Djed Spence": {
        "opponents": [
          "Kylian Mbappé"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Ezri Konsa": {
        "opponents": [
          "Bradley Barcola"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Kobbie Mainoo": {
        "opponents": [
          "Ousmane Dembélé",
          "Warren Zaïre-Emery"
        ],
        "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Morgan Rogers": {
        "opponents": [
          "Maxence Lacroix",
          "Rayan Cherki"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Eberechi Eze": {
        "opponents": [
          "Warren Zaïre-Emery",
          "N'Golo Kanté"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Noni Madueke": {
        "opponents": [
          "Ibrahima Konaté",
          "Malo Gusto"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Harry Kane": {
        "opponents": [
          "Ibrahima Konaté",
          "Malo Gusto"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Marcus Rashford": {
        "opponents": [
          "Theo Hernández"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel"
      },
      "Jordan Pickford": {
        "opponents": [
          "Ousmane Dembélé",
          "Bradley Barcola"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Rayan Cherki vs Morgan Rogers will be the pivotal duel. Total antagonist xG — Home: 1.02, Away: 0.75. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9575,
      "away_gk_opposition_factor": 0.9234,
      "home_set_piece_bonus": 0.1759,
      "away_set_piece_bonus": 0.1716,
      "home_defensive_solidity_vs": 0.878,
      "away_defensive_solidity_vs": 0.8952,
      "home_midfield_factor": 0.979,
      "away_midfield_factor": 1.021,
      "stage_discount": 1.0,
      "quality_gap_applied": false,
      "home_avg_quality": 0.7926,
      "away_avg_quality": 0.8357,
      "avg_quality_gap": -0.0431,
      "squad_value_gap_log": 0.1434,
      "top5_value_gap_log": 0.3577,
      "attack_value_gap_log": 0.3261,
      "elite_count_gap": -1,
      "combined_quality_gap": -0.0163,
      "stronger_lambda_boost": 0.0,
      "weaker_lambda_suppression": 0.0,
      "home_bench_lambda_bonus": 0.0693,
      "away_bench_lambda_bonus": 0.088,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": false,
      "competitive_underdog_floor": 1.02,
      "pre_competitive_floor_home_lambda": 1.184,
      "pre_competitive_floor_away_lambda": 1.027,
      "pre_calibration_home_lambda": 1.1843,
      "pre_calibration_away_lambda": 1.027,
      "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": 1.184,
      "final_away_lambda": 1.027
    }
  },
  "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": "2026-07-18T13:30:52Z"
}