{
  "match_info": {
    "home_team": "Spain",
    "away_team": "Saudi Arabia",
    "tournament": "FIFA World Cup",
    "date": "20260621",
    "timezone": "America/New_York",
    "home_formation": "4-3-3",
    "away_formation": "5-4-1"
  },
  "prediction": {
    "most_likely_score": "3-0",
    "home_goals": 3,
    "away_goals": 0,
    "most_likely_score_probability": 0.1088,
    "top_5_scorelines": [
      {
        "score": "3-0",
        "probability": 0.1088
      },
      {
        "score": "4-0",
        "probability": 0.0995
      },
      {
        "score": "2-0",
        "probability": 0.0892
      },
      {
        "score": "5-0",
        "probability": 0.0728
      },
      {
        "score": "3-1",
        "probability": 0.0722
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0133,
      "0-1": 0.0088,
      "0-2": 0.0029,
      "0-3": 0.0006,
      "1-0": 0.0487,
      "1-1": 0.0324,
      "1-2": 0.0107,
      "1-3": 0.0024,
      "2-0": 0.0892,
      "2-1": 0.0592,
      "2-2": 0.0197,
      "2-3": 0.0044,
      "2-4": 0.0007,
      "3-0": 0.1088,
      "3-1": 0.0722,
      "3-2": 0.024,
      "3-3": 0.0053,
      "3-4": 0.0009,
      "4-0": 0.0995,
      "4-1": 0.0661,
      "4-2": 0.0219,
      "4-3": 0.0049,
      "4-4": 0.0008,
      "5-0": 0.0728,
      "5-1": 0.0483,
      "5-2": 0.016,
      "5-3": 0.0036,
      "5-4": 0.0006,
      "6-0": 0.0444,
      "6-1": 0.0295,
      "6-2": 0.0098,
      "6-3": 0.0022,
      "7-0": 0.0232,
      "7-1": 0.0154,
      "7-2": 0.0051,
      "7-3": 0.0011,
      "8-0": 0.0106,
      "8-1": 0.007,
      "8-2": 0.0023,
      "8-3": 0.0005,
      "9-0": 0.0043,
      "9-1": 0.0029,
      "9-2": 0.001
    },
    "outcome": {
      "home_win": 0.896,
      "draw": 0.0715,
      "away_win": 0.0325
    },
    "markets": {
      "over_2_5_goals": 0.8046,
      "under_2_5_goals": 0.1954,
      "btts_yes": 0.4727,
      "btts_no": 0.5273,
      "home_clean_sheet": 0.5148,
      "away_clean_sheet": 0.0259
    },
    "home_ratings": {
      "DR": 90.63,
      "MCR": 96.23,
      "ATR": 91.31,
      "GK": 92.04
    },
    "away_ratings": {
      "DR": 85.17,
      "MCR": 83.09,
      "ATR": 77.94,
      "GK": 88.64
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Spain vs Saudi Arabia. Most likely scoreline: 3-0. Lambdas derived from 4 home and 6 away individual player duels.",
      "key_player": "Projected scorer(s): Lamine Yamal, Mikel Oyarzabal, Ferran Torres",
      "tactical_analysis": "Tactical parity between 4-3-3 and 5-4-1. Match outcome driven primarily by individual player quality. Home midfield dominates with ~55% possession expected (Lamine Yamal vs Saud Abdulhamid). Total antagonist xG — Home: 1.35, Away: 0.17. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Right Wingback vs Left Winger — Tracking Run Duel."
    },
    "confidence": 0.93,
    "home_lambda": 3.659,
    "away_lambda": 0.664
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.896,
      "draw": 0.0715,
      "away_win": 0.0325
    },
    "favorite": "Spain",
    "favorite_win_probability": 0.896,
    "fair_spread": 2.995,
    "fair_total": 4.323,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Spain",
        "estimate": 3.659,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Saudi Arabia",
        "estimate": 0.664,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.8046,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4727,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Spain",
        "estimate": 1.0,
        "probability": 0.5148,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Saudi Arabia",
        "estimate": 1.0,
        "probability": 0.0259,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Ferran Torres (Spain)",
        "estimate": 1.0806,
        "probability": 0.6853,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Abdulelah Al-Amri (Saudi Arabia)",
        "estimate": 0.4123,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Pedri (Spain)",
        "estimate": 0.9837,
        "probability": 0.7704,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Abdulelah Al-Amri (Saudi Arabia)",
        "estimate": 0.1388,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 4.323,
      "expected_total_shots": 25,
      "expected_total_passes": 1032,
      "expected_pressing_actions_per_90": 14.8,
      "possession_home_pct": 54.7,
      "possession_away_pct": 45.3,
      "notes": "Spain projects to control midfield possession"
    },
    "expected_game_script": {
      "favorite": "Spain",
      "favorite_win_probability": 0.896,
      "script": "Spain is the fair winner side, but the baseline remains favorite-led: fair spread +3.00 goals and fair total 4.32.",
      "first_half": "Expect high 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; Saudi Arabia must keep the match inside one goal.",
      "late_game": "A Spain lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Spain chance creation leans on Ferran Torres against Abdulelah Al-Amri, Hassan Kadesh in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; Spain projects to control midfield possession.",
    "expected_rotation_usage_behavior": [
      "Spain: starters carry the main goal usage through Lamine Yamal, Mikel Oyarzabal, Ferran Torres; bench watchlist: Fermín López, Martín Zubimendi, Joan García.",
      "Saudi Arabia: starters carry the main goal usage through the highest xG attackers; bench watchlist: Musab Al Juwayr, Khalid Al-Ghannam, Mohammed Abu Al-Shamat.",
      "Assist usage should flow through Rodri, Pedri (2); late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Spain tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 12 total first-half shots, and 2.16 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 Saudi Arabia is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Spain.",
      "Saudi Arabia 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": {
    "Spain": {
      "formation": "4-3-3",
      "players": {
        "Rodri": {
          "player_id": 827606,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 16,
          "height": 191,
          "market_value": 45000000,
          "stats": {
            "key_pass": 3,
            "expected_assists": 0.3786,
            "assists": 1,
            "expected_goals": 0.2683,
            "rating": 98.5375,
            "minutes": 89,
            "total_pass": 119,
            "accurate_pass": 109,
            "ball_recovery": 4,
            "duels_won": 5,
            "total_shots": 2,
            "total_long_balls": 10,
            "accurate_long_balls": 6,
            "total_own_half_passes": 28,
            "accurate_own_half_passes": 26,
            "total_opp_half_passes": 74,
            "accurate_opp_half_passes": 65,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 117,
            "possession_lost": 14.461,
            "dispossessed": 1.0914,
            "duels_lost": 3,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 1,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 1,
            "total_contest": 4,
            "won_contest": 3,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 3,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 1,
            "shots_off_target": 1,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.131,
            "ball_carries": 46,
            "total_progression": 263,
            "progressive_carries": 5,
            "dribbles_attempted": 4,
            "dribbles_successful": 2.4,
            "crosses_attempted": 2.5,
            "duel_win_rate": 0.674,
            "pressing_faced": "LOW",
            "matchup_zone": "Right Wing vs Left Wingback — Compact Flank",
            "numerical_situation": "1v1",
            "opponent_defenders": "Moteb Al-Harbi",
            "opponent_faced": "Moteb Al-Harbi",
            "antagonist_source": "attacking_duel, defensive_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.1545,
            "projected_assists": 1,
            "assist_probability": 0.5011,
            "fifa_overall": 90.0
          },
          "latest_10_games": [
            {
              "match_id": 15186783,
              "match_date": "2026-06-15",
              "home_team": "Spain",
              "away_team": "Cabo Verde",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Spain",
              "opponent": "Cabo Verde",
              "stats": {
                "minutes": 87,
                "rating": 8.6,
                "assists": 0,
                "expected_goals": 0.1098,
                "expected_assists": 0.4366,
                "total_shots": 2,
                "shots_off_target": 1,
                "total_pass": 126,
                "accurate_pass": 116,
                "key_pass": 3,
                "tackles": 1,
                "tackles_won": 1,
                "clearances": 1,
                "aerial_won": 3,
                "duels_won": 4,
                "ball_recovery": 3
              },
              "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": 14023936,
              "match_date": "2026-05-19",
              "home_team": "Bournemouth",
              "away_team": "Manchester City",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Manchester City",
              "opponent": "Bournemouth",
              "stats": {
                "minutes": 90,
                "rating": 7.6,
                "assists": 0,
                "expected_goals": 0.3227,
                "expected_assists": 0.1302,
                "total_shots": 4,
                "shots_on_target": 1,
                "shots_off_target": 2,
                "total_pass": 88,
                "accurate_pass": 77,
                "key_pass": 2,
                "tackles": 2,
                "tackles_won": 2,
                "interceptions": 1,
                "clearances": 1,
                "aerial_won": 5,
                "duels_won": 12,
                "ball_recovery": 8
              },
              "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": 15631365,
              "match_date": "2026-03-17",
              "home_team": "Manchester City",
              "away_team": "Real Madrid",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Manchester City",
              "opponent": "Real Madrid",
              "stats": {
                "minutes": 74,
                "rating": 7.3,
                "assists": 0,
                "expected_goals": 0.2505,
                "expected_assists": 0.0946,
                "total_shots": 5,
                "shots_on_target": 1,
                "shots_off_target": 4,
                "total_pass": 57,
                "accurate_pass": 52,
                "key_pass": 2,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 4,
                "ball_recovery": 6
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631329,
              "match_date": "2026-03-11",
              "home_team": "Real Madrid",
              "away_team": "Manchester City",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Manchester City",
              "opponent": "Real Madrid",
              "stats": {
                "minutes": 90,
                "rating": 7.2,
                "assists": 0,
                "expected_assists": 0.142,
                "total_shots": 0,
                "total_pass": 102,
                "accurate_pass": 90,
                "key_pass": 1,
                "tackles": 3,
                "tackles_won": 2,
                "clearances": 1,
                "duels_won": 7,
                "ball_recovery": 5
              },
              "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": 474,
            "combined_rank_score": 212.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 418.0,
            "sofascore_rating": 6.9,
            "sofascore_appearances": 2.0,
            "fifa_rank": 6.0,
            "fifa_overall": 90.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 11,
            "squad_role": "starter",
            "projected_match_rating": 8.5375,
            "source_file": "data/player_rankings.csv",
            "player_name": "Rodri",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Kevin Castañeda",
                  "ranking": 469
                },
                {
                  "player_name": "Matheus França",
                  "ranking": 470
                },
                {
                  "player_name": "Dean Huijsen",
                  "ranking": 471
                },
                {
                  "player_name": "Felipe Ogaz",
                  "ranking": 472
                },
                {
                  "player_name": "Willer Ditta",
                  "ranking": 473
                }
              ],
              "lower": [
                {
                  "player_name": "Robert Morales",
                  "ranking": 475
                },
                {
                  "player_name": "Helinho",
                  "ranking": 476
                },
                {
                  "player_name": "Nino Marcelli",
                  "ranking": 477
                },
                {
                  "player_name": "Manuel Locatelli",
                  "ranking": 478
                },
                {
                  "player_name": "Riyad Mahrez",
                  "ranking": 479
                }
              ]
            }
          }
        },
        "Dani Olmo": {
          "player_id": 789071,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 10,
          "height": 179,
          "market_value": 58000000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.1482,
            "assists": 0,
            "expected_goals": 0.0,
            "rating": 91.9856,
            "minutes": 23,
            "total_pass": 17,
            "accurate_pass": 14,
            "ball_recovery": 2,
            "duels_won": 4,
            "total_shots": 0,
            "total_long_balls": 3,
            "accurate_long_balls": 2,
            "total_own_half_passes": 16,
            "accurate_own_half_passes": 14,
            "total_opp_half_passes": 22,
            "accurate_opp_half_passes": 18,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 44,
            "possession_lost": 8.7023,
            "dispossessed": 1.6565,
            "duels_lost": 4,
            "aerial_won": 2,
            "aerial_lost": 1,
            "interceptions": 2,
            "tackles_won": 1,
            "tackles": 2,
            "clearances": 2,
            "total_contest": 2,
            "won_contest": 1,
            "challenges_lost": 2,
            "fouls": 2,
            "fouls_drawn": 3,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 1,
            "shots_off_target": 1,
            "blocks": 1,
            "big_chances_created": 1,
            "big_chances_missed": 1,
            "xgot": 0.3865,
            "ball_carries": 11,
            "total_progression": 20,
            "progressive_carries": 0,
            "opponent_faced": "Saud Abdulhamid",
            "matchup_zone": "Midfield lane",
            "antagonist_source": "midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0953,
            "projected_assists": 0,
            "assist_probability": 0.2205,
            "fifa_overall": 85.0
          },
          "latest_10_games": [
            {
              "match_id": 15186783,
              "match_date": "2026-06-15",
              "home_team": "Spain",
              "away_team": "Cabo Verde",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Spain",
              "opponent": "Cabo Verde",
              "stats": {
                "minutes": 9,
                "rating": 6.8,
                "assists": 0,
                "expected_assists": 0.1209,
                "total_shots": 0,
                "total_pass": 10,
                "accurate_pass": 8,
                "key_pass": 1,
                "ball_recovery": 1
              },
              "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": 14083739,
              "match_date": "2026-05-23",
              "home_team": "Valencia",
              "away_team": "FC Barcelona",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "FC Barcelona",
              "opponent": "Valencia",
              "stats": {
                "minutes": 62,
                "rating": 6.5,
                "assists": 0,
                "expected_goals": 0.0245,
                "expected_assists": 0.2054,
                "total_shots": 1,
                "total_pass": 36,
                "accurate_pass": 29,
                "key_pass": 1,
                "interceptions": 1,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083666,
              "match_date": "2026-05-17",
              "home_team": "FC Barcelona",
              "away_team": "Real Betis",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "FC Barcelona",
              "opponent": "Real Betis",
              "stats": {
                "minutes": 15,
                "rating": 6.8,
                "assists": 0,
                "expected_assists": 0.0114,
                "total_shots": 0,
                "total_pass": 11,
                "accurate_pass": 7,
                "key_pass": 1,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 2,
                "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": 14083603,
              "match_date": "2026-05-13",
              "home_team": "Deportivo Alavés",
              "away_team": "FC Barcelona",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "FC Barcelona",
              "opponent": "Deportivo Alavés",
              "stats": {
                "minutes": 90,
                "rating": 6.5,
                "assists": 0,
                "expected_goals": 0.0696,
                "expected_assists": 0.3784,
                "total_shots": 2,
                "shots_off_target": 1,
                "total_pass": 55,
                "accurate_pass": 46,
                "key_pass": 2,
                "clearances": 2,
                "duels_won": 2,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
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              "league_slug": "saudi-pro-league",
              "league_country": "Saudi Arabia",
              "season_id": "80443",
              "season_name": "Saudi Pro League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14771882,
              "match_date": "2026-05-09",
              "home_team": "Al-Fayha",
              "away_team": "Al-Qadsiah",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Al-Qadsiah",
              "opponent": "Al-Fayha",
              "stats": {
                "minutes": 90,
                "rating": 8.0,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.3063,
                "expected_assists": 0.6261,
                "total_shots": 3,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 101,
                "accurate_pass": 89,
                "key_pass": 5,
                "tackles": 1,
                "duels_won": 2,
                "ball_recovery": 7
              },
              "has_player_stats": true,
              "league_name": "Saudi Pro League",
              "league_id": "955",
              "league_slug": "saudi-pro-league",
              "league_country": "Saudi Arabia",
              "season_id": "80443",
              "season_name": "Saudi Pro League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 566,
            "combined_rank_score": 223.5,
            "ranking_source": "sofascore_plus_fifa_csv_filled",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 223.0,
            "fifa_overall": 84.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 2,
            "squad_role": "substitute",
            "projected_match_rating": 6.4975,
            "source_file": "data/player_rankings.csv",
            "player_name": "Musab Al Juwayr",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Vivian",
                  "ranking": 561
                },
                {
                  "player_name": "Dilshod Komilov",
                  "ranking": 562
                },
                {
                  "player_name": "Bo-sang Yun",
                  "ranking": 563
                },
                {
                  "player_name": "Agustín Rossi",
                  "ranking": 564
                },
                {
                  "player_name": "Alex Rambal",
                  "ranking": 565
                }
              ],
              "lower": [
                {
                  "player_name": "Alan Cervantes",
                  "ranking": 567
                },
                {
                  "player_name": "Nikola Simic",
                  "ranking": 568
                },
                {
                  "player_name": "Daouda Guindo",
                  "ranking": 569
                },
                {
                  "player_name": "Lucas Veríssimo",
                  "ranking": 570
                },
                {
                  "player_name": "Bruno Zapelli",
                  "ranking": 571
                }
              ]
            }
          }
        },
        "Khalid Al-Ghannam": {
          "player_id": 976538,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 17,
          "height": 171,
          "market_value": 2300000,
          "stats": {
            "expected_goals": 0.0351,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "total_shots": 0,
            "rating": 66.6724,
            "minutes": 25,
            "expected_assists": 0.0138,
            "duels_won": 1,
            "aerial_won": 0,
            "key_pass": 0,
            "bench_appearance_probability": 0.559,
            "bench_expected_minutes": 25.29,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 60.0
          },
          "latest_10_games": [
            {
              "match_id": 14773806,
              "match_date": "2026-05-21",
              "home_team": "Neom SC",
              "away_team": "Al-Ettifaq",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Al-Ettifaq",
              "opponent": "Neom SC",
              "stats": {
                "minutes": 89,
                "rating": 7.2,
                "assists": 1,
                "expected_goals": 0.0243,
                "expected_assists": 0.2145,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 18,
                "accurate_pass": 13,
                "key_pass": 2,
                "tackles": 2,
                "clearances": 2,
                "duels_won": 7,
                "ball_recovery": 10
              },
              "has_player_stats": true,
              "league_name": "Saudi Pro League",
              "league_id": "955",
              "league_slug": "saudi-pro-league",
              "league_country": "Saudi Arabia",
              "season_id": "80443",
              "season_name": "Saudi Pro League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14771890,
              "match_date": "2026-05-14",
              "home_team": "Al-Ettifaq",
              "away_team": "Al-Ittihad",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Al-Ettifaq",
              "opponent": "Al-Ittihad",
              "stats": {
                "minutes": 90,
                "rating": 7.9,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.2547,
                "expected_assists": 0.479,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 15,
                "accurate_pass": 10,
                "key_pass": 4,
                "tackles": 1,
                "tackles_won": 1,
                "clearances": 1,
                "duels_won": 7,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "Saudi Pro League",
              "league_id": "955",
              "league_slug": "saudi-pro-league",
              "league_country": "Saudi Arabia",
              "season_id": "80443",
              "season_name": "Saudi Pro League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14771884,
              "match_date": "2026-05-09",
              "home_team": "Al-Khaleej",
              "away_team": "Al-Ettifaq",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Al-Ettifaq",
              "opponent": "Al-Khaleej",
              "stats": {
                "minutes": 88,
                "rating": 7.8,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.8036,
                "expected_assists": 0.0135,
                "total_shots": 6,
                "shots_on_target": 4,
                "shots_off_target": 1,
                "total_pass": 17,
                "accurate_pass": 13,
                "tackles": 1,
                "aerial_won": 1,
                "duels_won": 9,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "Saudi Pro League",
              "league_id": "955",
              "league_slug": "saudi-pro-league",
              "league_country": "Saudi Arabia",
              "season_id": "80443",
              "season_name": "Saudi Pro League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 23951,
            "combined_rank_score": 7743.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 15195.0,
            "fifa_overall": 60.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 4,
            "squad_role": "substitute",
            "projected_match_rating": 6.6724,
            "source_file": "data/player_rankings.csv",
            "player_name": "Khalid Al-Ghannam",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Ahn Joon Soo",
                  "ranking": 23946
                },
                {
                  "player_name": "Hugo Gambor",
                  "ranking": 23947
                },
                {
                  "player_name": "Jeremías Lázaro",
                  "ranking": 23948
                },
                {
                  "player_name": "Taha Ali",
                  "ranking": 23949
                },
                {
                  "player_name": "Kerwin Vargas",
                  "ranking": 23950
                }
              ],
              "lower": [
                {
                  "player_name": "Enzo Taborda",
                  "ranking": 23952
                },
                {
                  "player_name": "Sang-min Lee",
                  "ranking": 23953
                },
                {
                  "player_name": "Zach Abbott",
                  "ranking": 23954
                },
                {
                  "player_name": "Rosen Bozhinov",
                  "ranking": 23955
                },
                {
                  "player_name": "Kevin Gadellaa",
                  "ranking": 23956
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 0,
        "expected_goals": 0.66,
        "expected_assists": 0.39,
        "total_shots": 10,
        "shots_on_target": 3,
        "total_passes": 325,
        "interceptions": 7,
        "tackles": 13,
        "avg_rating": 83.42,
        "possession_estimated_pct": 45.3,
        "pressing_actions_per_90": 6.2
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Mikel Oyarzabal",
        "attacker_role": "LW",
        "attacker_market_value": 27000000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Abdullah Al-Hamdan"
        ],
        "defender_roles": [
          "RWB"
        ],
        "def_skill_quality_avg": 0.404,
        "duel_zone": "Left Wing vs Right Wingback — Compact Flank",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.554,
        "xg_contribution": 0.433,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.0,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.3,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Abdullah Al-Hamdan",
            "role": "RWB",
            "market_value": 360000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.446
          }
        ],
        "duel_analysis": "Mikel Oyarzabal (LW) is slightly favored against Abdullah Al-Hamdan in a direct 1v1 contest. Duel win probability: 55%. The quality gap is significant (€27M vs €0M avg). Projected xG contribution: 0.433 — creating consistent moderate threat."
      },
      {
        "attacker": "Rodri",
        "attacker_role": "RW",
        "attacker_market_value": 45000000,
        "attacker_height": 191,
        "attacker_skill_quality": 0.805,
        "defenders": [
          "Moteb Al-Harbi"
        ],
        "defender_roles": [
          "LWB"
        ],
        "def_skill_quality_avg": 0.417,
        "duel_zone": "Right Wing vs Left Wingback — Compact Flank",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.674,
        "xg_contribution": 0.1615,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.4,
        "aerial_duels": 2,
        "aerial_won": 1.3,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.0,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Moteb Al-Harbi",
            "role": "LWB",
            "market_value": 1400000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.2,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.326
          }
        ],
        "duel_analysis": "Rodri (RW) has a clear attacking advantage against Moteb Al-Harbi in a direct 1v1 contest. Duel win probability: 67%. The quality gap is significant (€45M vs €1M avg). Projected xG contribution: 0.162 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Ferran Torres",
        "attacker_role": "ST",
        "attacker_market_value": 54000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.837,
        "defenders": [
          "Abdulelah Al-Amri",
          "Hassan Kadesh"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.411,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.404,
        "xg_contribution": 0.4744,
        "shots_in_zone": 2.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Abdulelah Al-Amri",
            "role": "CB",
            "market_value": 1500000,
            "tackles_attempted": 1.0,
            "tackles_won": 0.9,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.596
          },
          {
            "player": "Hassan Kadesh",
            "role": "CB",
            "market_value": 250000,
            "tackles_attempted": 0.9,
            "tackles_won": 0.8,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.596
          }
        ],
        "duel_analysis": "Ferran Torres (ST) faces tough defensive resistance against Abdulelah Al-Amri and Hassan Kadesh in a 2-defender block. Duel win probability: 40%. The quality gap is significant (€54M vs €1M avg). Projected xG contribution: 0.474 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Lamine Yamal",
        "attacker_role": "CM",
        "attacker_market_value": 215000000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.9,
        "defenders": [
          "Saud Abdulhamid"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.503,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.618,
        "xg_contribution": 0.2817,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.6,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Saud Abdulhamid",
            "role": "CM",
            "market_value": 8400000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.4,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.382
          }
        ],
        "duel_analysis": "Lamine Yamal (CM) has a clear attacking advantage against Saud Abdulhamid in a direct 1v1 contest. Duel win probability: 62%. The quality gap is significant (€215M vs €8M avg). Projected xG contribution: 0.282 — and projects to generate high-quality chances."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Firas Al-Buraikan",
        "attacker_role": "ST",
        "attacker_market_value": 3300000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.441,
        "defenders": [
          "Marc Cucurella",
          "Pau Cubarsí"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.854,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0046,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Marc Cucurella",
            "role": "CB",
            "market_value": 52000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Pau Cubarsí",
            "role": "CB",
            "market_value": 75000000,
            "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": 0.82
          }
        ],
        "duel_analysis": "Firas Al-Buraikan (ST) is heavily outmatched defensively against Marc Cucurella and Pau Cubarsí in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€3M vs €64M avg). Projected xG contribution: 0.005 — with very limited chance creation expected."
      },
      {
        "attacker": "Abdullah Al-Khaibari",
        "attacker_role": "LM",
        "attacker_market_value": 680000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.408,
        "defenders": [
          "Marcos Llorente"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.331,
        "xg_contribution": 0.0154,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Marcos Llorente",
            "role": "RB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 2.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.669
          }
        ],
        "duel_analysis": "Abdullah Al-Khaibari (LM) faces tough defensive resistance against Marcos Llorente in a direct 1v1 contest. Duel win probability: 33%. The quality gap is significant (€1M vs €21M avg). Projected xG contribution: 0.015 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Salem Al-Dawsari",
        "attacker_role": "RM",
        "attacker_market_value": 1200000,
        "attacker_height": 171,
        "attacker_skill_quality": 0.415,
        "defenders": [
          "Aymeric Laporte"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.503,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.36,
        "xg_contribution": 0.019,
        "shots_in_zone": 1.4,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Aymeric Laporte",
            "role": "LB",
            "market_value": 8400000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.2,
            "defensive_success_rate": 0.64
          }
        ],
        "duel_analysis": "Salem Al-Dawsari (RM) faces tough defensive resistance against Aymeric Laporte in a direct 1v1 contest. Duel win probability: 36%.  Projected xG contribution: 0.019 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Moteb Al-Harbi",
        "attacker_role": "LWB",
        "attacker_market_value": 1400000,
        "attacker_height": 171,
        "attacker_skill_quality": 0.417,
        "defenders": [
          "Rodri"
        ],
        "defender_roles": [
          "RW"
        ],
        "def_skill_quality_avg": 0.805,
        "duel_zone": "Left Wingback vs Right Winger — Tracking Run Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.206,
        "xg_contribution": 0.049,
        "shots_in_zone": 0.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Rodri",
            "role": "RW",
            "market_value": 45000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.5,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.2,
            "defensive_success_rate": 0.794
          }
        ],
        "duel_analysis": "Moteb Al-Harbi (LWB) is heavily outmatched defensively against Rodri in a direct 1v1 contest. Duel win probability: 21%. The quality gap is significant (€1M vs €45M avg). Projected xG contribution: 0.049 — with very limited chance creation expected."
      },
      {
        "attacker": "Abdullah Al-Hamdan",
        "attacker_role": "RWB",
        "attacker_market_value": 360000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.404,
        "defenders": [
          "Mikel Oyarzabal"
        ],
        "defender_roles": [
          "LW"
        ],
        "def_skill_quality_avg": 0.694,
        "duel_zone": "Right Wingback vs Left Winger — Tracking Run Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.326,
        "xg_contribution": 0.0605,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Mikel Oyarzabal",
            "role": "LW",
            "market_value": 27000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.674
          }
        ],
        "duel_analysis": "Abdullah Al-Hamdan (RWB) faces tough defensive resistance against Mikel Oyarzabal in a direct 1v1 contest. Duel win probability: 33%. The quality gap is significant (€0M vs €27M avg). Projected xG contribution: 0.060 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Saud Abdulhamid",
        "attacker_role": "CM",
        "attacker_market_value": 8400000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.503,
        "defenders": [
          "Lamine Yamal"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.9,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.222,
        "xg_contribution": 0.0217,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "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": "Lamine Yamal",
            "role": "CM",
            "market_value": 215000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.5,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.778
          }
        ],
        "duel_analysis": "Saud Abdulhamid (CM) is heavily outmatched defensively against Lamine Yamal in a direct 1v1 contest. Duel win probability: 22%. The quality gap is significant (€8M vs €215M avg). Projected xG contribution: 0.022 — with very limited chance creation expected."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.888,
      "away_midfield_power": 0.459,
      "home_creative_power": 0.993,
      "away_creative_power": 0.35,
      "home_defensive_power": 0.755,
      "away_defensive_power": 0.407,
      "home_dominance_ratio": 0.659,
      "home_midfield_count": 4,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Rodri",
        "Dani Olmo",
        "Pedri",
        "Lamine Yamal"
      ],
      "away_midfield_players": [
        "Salem Al-Dawsari",
        "Abdullah Al-Khaibari",
        "Mohamed Kanno",
        "Saud Abdulhamid"
      ],
      "possession_advantage": "home",
      "estimated_possession_home_pct": 54.7,
      "estimated_possession_away_pct": 45.3,
      "home_pressing_actions_per_90": 8.6,
      "away_pressing_actions_per_90": 6.2,
      "home_key_passes_projected": 7.5,
      "away_key_passes_projected": 3.6,
      "home_throughball_threat": 3.6,
      "away_throughball_threat": 1.6,
      "key_personal_duel": "Lamine Yamal vs Saud Abdulhamid",
      "midfield_lambda_factor_home": 1.064,
      "midfield_lambda_factor_away": 0.939
    },
    "formation_analysis": {
      "home_formation": "4-3-3",
      "away_formation": "5-4-1",
      "home_tactical_bonus": -0.02,
      "away_tactical_bonus": 0.02,
      "formation_verdict": "Tactical parity between 4-3-3 and 5-4-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 3.659,
    "away_lambda": 0.664,
    "home_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Left Wing vs Right Wingback — Compact Flank"
    ],
    "away_top_threat_zones": [
      "Right Wingback vs Left Winger — Tracking Run Duel",
      "Left Wingback vs Right Winger — Tracking Run Duel"
    ],
    "home_player_antagonists": {
      "Mikel Oyarzabal": {
        "opponents": [
          "Abdullah Al-Hamdan"
        ],
        "primary_zone": "Left Wing vs Right Wingback — Compact Flank",
        "source": "attacking_duel, defensive_duel"
      },
      "Rodri": {
        "opponents": [
          "Moteb Al-Harbi",
          "Salem Al-Dawsari"
        ],
        "primary_zone": "Right Wing vs Left Wingback — Compact Flank",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Ferran Torres": {
        "opponents": [
          "Abdulelah Al-Amri",
          "Hassan Kadesh"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Lamine Yamal": {
        "opponents": [
          "Saud Abdulhamid",
          "Mohamed Kanno"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Marc Cucurella": {
        "opponents": [
          "Firas Al-Buraikan"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Pau Cubarsí": {
        "opponents": [
          "Firas Al-Buraikan"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Marcos Llorente": {
        "opponents": [
          "Abdullah Al-Khaibari"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Aymeric Laporte": {
        "opponents": [
          "Salem Al-Dawsari"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Dani Olmo": {
        "opponents": [
          "Saud Abdulhamid"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Pedri": {
        "opponents": [
          "Abdullah Al-Khaibari"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Unai Simón": {
        "opponents": [
          "Abdullah Al-Hamdan",
          "Firas Al-Buraikan"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Abdullah Al-Hamdan": {
        "opponents": [
          "Mikel Oyarzabal"
        ],
        "primary_zone": "Left Wing vs Right Wingback — Compact Flank",
        "source": "defensive_duel, attacking_duel"
      },
      "Moteb Al-Harbi": {
        "opponents": [
          "Rodri"
        ],
        "primary_zone": "Right Wing vs Left Wingback — Compact Flank",
        "source": "defensive_duel, attacking_duel"
      },
      "Abdulelah Al-Amri": {
        "opponents": [
          "Ferran Torres"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Hassan Kadesh": {
        "opponents": [
          "Ferran Torres"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Saud Abdulhamid": {
        "opponents": [
          "Lamine Yamal",
          "Dani Olmo"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Firas Al-Buraikan": {
        "opponents": [
          "Marc Cucurella",
          "Pau Cubarsí"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Abdullah Al-Khaibari": {
        "opponents": [
          "Marcos Llorente",
          "Pedri"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Salem Al-Dawsari": {
        "opponents": [
          "Aymeric Laporte",
          "Rodri"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Mohamed Kanno": {
        "opponents": [
          "Lamine Yamal"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Mohammed Al-Owais": {
        "opponents": [
          "Mikel Oyarzabal",
          "Ferran Torres"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Hassan Altambakti": {
        "opponents": [
          "Mikel Oyarzabal"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Home midfield dominates with ~55% possession expected (Lamine Yamal vs Saud Abdulhamid). Total antagonist xG — Home: 1.35, Away: 0.17. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Right Wingback vs Left Winger — Tracking Run Duel.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0246,
      "away_gk_opposition_factor": 0.9273,
      "home_set_piece_bonus": 0.1396,
      "away_set_piece_bonus": 0.0,
      "home_defensive_solidity_vs": 1.0186,
      "away_defensive_solidity_vs": 0.9168,
      "home_midfield_factor": 1.064,
      "away_midfield_factor": 0.939,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.7835,
      "away_avg_quality": 0.4246,
      "avg_quality_gap": 0.3589,
      "squad_value_gap_log": 3.1972,
      "top5_value_gap_log": 3.079,
      "attack_value_gap_log": 3.1415,
      "elite_count_gap": 7,
      "combined_quality_gap": 0.5856,
      "stronger_lambda_boost": 0.95,
      "weaker_lambda_suppression": 0.6,
      "home_bench_lambda_bonus": 0.019,
      "away_bench_lambda_bonus": 0.0481,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": 0.5856,
      "mismatch_favorite_lambda_boost": 1.1514,
      "mismatch_underdog_lambda_factor": 0.9514,
      "pre_mismatch_home_lambda": 3.178,
      "pre_mismatch_away_lambda": 0.698,
      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 3.178,
      "pre_calibration_away_lambda": 0.6981,
      "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": 3.659,
      "final_away_lambda": 0.664
    }
  },
  "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": "2026-06-21T13:31:40Z"
}