{
  "match_info": {
    "home_team": "Cabo Verde",
    "away_team": "Saudi Arabia",
    "tournament": "FIFA World Cup",
    "date": "20260626",
    "timezone": "America/New_York",
    "home_formation": "4-1-4-1",
    "away_formation": "5-4-1"
  },
  "prediction": {
    "most_likely_score": "0-0",
    "home_goals": 0,
    "away_goals": 0,
    "most_likely_score_probability": 0.14,
    "top_5_scorelines": [
      {
        "score": "0-0",
        "probability": 0.14
      },
      {
        "score": "0-1",
        "probability": 0.1398
      },
      {
        "score": "1-1",
        "probability": 0.1367
      },
      {
        "score": "1-0",
        "probability": 0.131
      },
      {
        "score": "0-2",
        "probability": 0.072
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.14,
      "0-1": 0.1398,
      "0-2": 0.072,
      "0-3": 0.0245,
      "0-4": 0.0062,
      "0-5": 0.0013,
      "1-0": 0.131,
      "1-1": 0.1367,
      "1-2": 0.0689,
      "1-3": 0.0234,
      "1-4": 0.006,
      "1-5": 0.0012,
      "2-0": 0.0634,
      "2-1": 0.0647,
      "2-2": 0.033,
      "2-3": 0.0112,
      "2-4": 0.0029,
      "2-5": 0.0006,
      "3-0": 0.0202,
      "3-1": 0.0206,
      "3-2": 0.0105,
      "3-3": 0.0036,
      "3-4": 0.0009,
      "4-0": 0.0048,
      "4-1": 0.0049,
      "4-2": 0.0025,
      "4-3": 0.0009,
      "5-0": 0.0009,
      "5-1": 0.0009
    },
    "outcome": {
      "home_win": 0.3267,
      "draw": 0.3134,
      "away_win": 0.3599
    },
    "markets": {
      "over_2_5_goals": 0.3171,
      "under_2_5_goals": 0.6829,
      "btts_yes": 0.3953,
      "btts_no": 0.6047,
      "home_clean_sheet": 0.3606,
      "away_clean_sheet": 0.384
    },
    "home_ratings": {
      "DR": 86.25,
      "MCR": 83.63,
      "ATR": 80.61,
      "GK": 88.47
    },
    "away_ratings": {
      "DR": 82.01,
      "MCR": 81.85,
      "ATR": 90.64,
      "GK": 88.32
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Cabo Verde vs Saudi Arabia. Most likely scoreline: 0-0. Lambdas derived from 5 home and 7 away individual player duels.",
      "key_player": "Hélio Varela (LM) — LM vs CB [0.287 xG]",
      "tactical_analysis": "Tactical parity between 4-1-4-1 and 5-4-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Kevin Lenini vs Saud Abdulhamid will be the pivotal duel. Total antagonist xG — Home: 0.70, Away: 0.41. Home danger zone: LM vs CB. Away danger zone: Right Mid vs Left Back — Wide Channel."
    },
    "confidence": 0.69,
    "home_lambda": 0.957,
    "away_lambda": 1.02
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.3267,
      "draw": 0.3134,
      "away_win": 0.3599
    },
    "favorite": "Saudi Arabia",
    "favorite_win_probability": 0.3599,
    "fair_spread": -0.063,
    "fair_total": 1.977,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Cabo Verde",
        "estimate": 0.957,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Saudi Arabia",
        "estimate": 1.02,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.3171,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.3953,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Cabo Verde",
        "estimate": 1.0,
        "probability": 0.3606,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Saudi Arabia",
        "estimate": 1.0,
        "probability": 0.384,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Hélio Varela (Cabo Verde)",
        "estimate": 0.3192,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Abdulelah Al-Amri (Saudi Arabia)",
        "estimate": 0.5386,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Jamiro Monteiro (Cabo Verde)",
        "estimate": 0.0945,
        "probability": 0.0,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Musab Al Juwayr (Saudi Arabia)",
        "estimate": 0.1062,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 1.977,
      "expected_total_shots": 23,
      "expected_total_passes": 614,
      "expected_pressing_actions_per_90": 12.4,
      "possession_home_pct": 49.7,
      "possession_away_pct": 50.3,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Saudi Arabia",
      "favorite_win_probability": 0.3599,
      "script": "Saudi Arabia is the fair winner side, but the baseline remains narrow: fair spread -0.06 goals and fair total 1.98.",
      "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 12 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Cabo Verde must keep the match inside one goal.",
      "late_game": "A Saudi Arabia lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Cabo Verde chance creation leans on Hélio Varela against Hassan Tambakti in LM vs CB; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Cabo Verde: starters carry the main goal usage through the highest xG attackers; bench watchlist: Logan Costa, Wagner Pina, Telmo Arcanjo.",
      "Saudi Arabia: starters carry the main goal usage through the highest xG attackers; bench watchlist: Khalid Al-Ghannam, Mohammed Abu Al-Shamat, Ali Majrashi.",
      "Assist usage should flow through the projected key-pass leaders; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Saudi Arabia tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 12 total first-half shots, and 0.99 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 Cabo Verde is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Saudi Arabia.",
      "Cabo Verde 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": {
    "Cabo Verde": {
      "formation": "4-1-4-1",
      "players": {
        "Nuno Da Costa": {
          "player_id": 209374,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 21,
          "height": 184,
          "market_value": 380000,
          "stats": {
            "expected_goals": 0.2223,
            "goal_rate": 0.0003,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.0062,
            "key_pass": 0,
            "rating": 80.6083,
            "minutes": 32,
            "total_shots": 2,
            "duels_won": 4,
            "aerial_won": 2,
            "total_pass": 6,
            "accurate_pass": 4,
            "total_long_balls": 1,
            "accurate_long_balls": 1,
            "total_opp_half_passes": 4,
            "accurate_opp_half_passes": 2,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 16,
            "possession_lost": 6.378,
            "dispossessed": 1.9625,
            "duels_lost": 4,
            "aerial_lost": 2,
            "total_contest": 1,
            "won_contest": 2,
            "ball_recovery": 2,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 2,
            "assists": 0,
            "shots_off_target": 1,
            "interceptions": 2,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 1,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 1,
            "xgot": 0.0,
            "offsides": 1,
            "ball_carries": 5,
            "total_progression": 14,
            "progressive_carries": 0,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.4,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.217,
            "pressing_faced": "LOW",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Hassan Tambakti, Ali Lajami",
            "opponent_faced": "Hassan Tambakti, Ali Lajami",
            "antagonist_source": "attacking_duel",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 74.0
          },
          "latest_10_games": [
            {
              "match_id": 15186800,
              "match_date": "2026-06-21",
              "home_team": "Uruguay",
              "away_team": "Cabo Verde",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Cabo Verde",
              "opponent": "Uruguay",
              "stats": {
                "minutes": 32,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.0119,
                "total_shots": 0,
                "total_pass": 7,
                "accurate_pass": 6,
                "aerial_won": 2,
                "duels_won": 5,
                "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": 15186783,
              "match_date": "2026-06-15",
              "home_team": "Spain",
              "away_team": "Cabo Verde",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Cabo Verde",
              "opponent": "Spain",
              "stats": {
                "minutes": 29,
                "rating": 6.6,
                "assists": 0,
                "expected_assists": 0.0017,
                "total_shots": 0,
                "total_pass": 6,
                "accurate_pass": 3,
                "tackles": 1,
                "tackles_won": 1,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 3,
                "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": 14109922,
              "match_date": "2026-05-16",
              "home_team": "Gaziantep FK",
              "away_team": "Başakşehir FK",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Başakşehir FK",
              "opponent": "Gaziantep FK",
              "stats": {
                "minutes": 64,
                "rating": 6.6,
                "assists": 0,
                "expected_goals": 0.2253,
                "expected_assists": 0.0029,
                "total_shots": 2,
                "shots_off_target": 1,
                "total_pass": 6,
                "accurate_pass": 4,
                "tackles": 2,
                "tackles_won": 2,
                "interceptions": 2,
                "clearances": 1,
                "aerial_won": 2,
                "duels_won": 8,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "Trendyol Süper Lig",
              "league_id": "52",
              "league_slug": "trendyol-super-lig",
              "league_country": "Turkey",
              "season_id": "77805",
              "season_name": "Super Lig 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14109904,
              "match_date": "2026-05-02",
              "home_team": "Fenerbahçe",
              "away_team": "Başakşehir FK",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Başakşehir FK",
              "opponent": "Fenerbahçe",
              "stats": {
                "minutes": 16,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.0009,
                "total_shots": 0,
                "total_pass": 3,
                "accurate_pass": 2,
                "clearances": 2,
                "aerial_won": 1,
                "duels_won": 2
              },
              "has_player_stats": true,
              "league_name": "Trendyol Süper Lig",
              "league_id": "52",
              "league_slug": "trendyol-super-lig",
              "league_country": "Turkey",
              "season_id": "77805",
              "season_name": "Super Lig 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 16935,
            "combined_rank_score": 1602.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 2826.0,
            "fifa_overall": 74.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 14,
            "squad_role": "starter",
            "projected_match_rating": 6.6083,
            "source_file": "data/player_rankings.csv",
            "player_name": "Nuno Da Costa",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Mattia Zanotti",
                  "ranking": 16930
                },
                {
                  "player_name": "Sivera",
                  "ranking": 16931
                },
                {
                  "player_name": "Matěj Ryneš",
                  "ranking": 16932
                },
                {
                  "player_name": "Jeremiah St. Juste",
                  "ranking": 16933
                },
                {
                  "player_name": "Agustín García Basso",
                  "ranking": 16934
                }
              ],
              "lower": [
                {
                  "player_name": "Olivier Ntcham",
                  "ranking": 16936
                },
                {
                  "player_name": "Santiago Arzamendia",
                  "ranking": 16937
                },
                {
                  "player_name": "Ozan Tufan",
                  "ranking": 16938
                },
                {
                  "player_name": "Santiago Mouriño",
                  "ranking": 16939
                },
                {
                  "player_name": "Elías Gómez",
                  "ranking": 16940
                }
              ]
            }
          }
        },
        "Hélio Varela": {
          "player_id": 1094395,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 26,
          "height": 176,
          "market_value": 2600000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.0299,
            "assists": 0,
            "expected_goals": 0.3192,
            "rating": 88.1817,
            "minutes": 49,
            "total_pass": 15,
            "accurate_pass": 12,
            "ball_recovery": 2,
            "duels_won": 2,
            "total_shots": 2,
            "goal_rate": 1.0,
            "goals": 0,
            "shots_on_target": 1,
            "clearances": 1,
            "dribbles_attempted": 3,
            "dribbles_successful": 1.1,
            "aerial_won": 1,
            "fouls_drawn": 1,
            "crosses_attempted": 2.0,
            "duel_win_rate": 0.4,
            "pressing_faced": "LOW",
            "matchup_zone": "LM vs CB",
            "numerical_situation": "1v1",
            "opponent_defenders": "Hassan Tambakti",
            "opponent_faced": "Hassan Tambakti",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 81.0
          },
          "latest_10_games": [
            {
              "match_id": 15186800,
              "match_date": "2026-06-21",
              "home_team": "Uruguay",
              "away_team": "Cabo Verde",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Cabo Verde",
              "opponent": "Uruguay",
              "stats": {
                "minutes": 32,
                "rating": 7.4,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.403,
                "expected_assists": 0.0007,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 2,
                "accurate_pass": 2,
                "clearances": 1,
                "duels_won": 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"
            }
          ],
          "ranking": {
            "global_player_rank": 1500,
            "combined_rank_score": 354.0,
            "ranking_source": "sofascore_plus_fifa_csv_filled",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 450.0,
            "fifa_overall": 81.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 5,
            "squad_role": "starter",
            "projected_match_rating": 7.1817,
            "source_file": "data/player_rankings.csv",
            "player_name": "Hélio Varela",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Saman Ghoddos",
                  "ranking": 1495
                },
                {
                  "player_name": "Pape Cabral",
                  "ranking": 1496
                },
                {
                  "player_name": "Emilio Aristizábal",
                  "ranking": 1497
                },
                {
                  "player_name": "Mahmoud Saber",
                  "ranking": 1498
                },
                {
                  "player_name": "Léo",
                  "ranking": 1499
                }
              ],
              "lower": [
                {
                  "player_name": "Gonçalo Sousa",
                  "ranking": 1501
                },
                {
                  "player_name": "Azarias Londoño",
                  "ranking": 1502
                },
                {
                  "player_name": "Joshua Nga Kana",
                  "ranking": 1503
                },
                {
                  "player_name": "Juan Jose Arias",
                  "ranking": 1504
                },
                {
                  "player_name": "Rúben Ramos Ismael",
                  "ranking": 1505
                }
              ]
            }
          }
        },
        "Jamiro Monteiro": {
          "player_id": 815080,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 10,
          "height": 175,
          "market_value": 590000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.0945,
            "assists": 0,
            "expected_goals": 0.0675,
            "rating": 75.6643,
            "minutes": 75,
            "total_pass": 23,
            "accurate_pass": 20,
            "ball_recovery": 3,
            "duels_won": 2,
            "total_shots": 1,
            "total_long_balls": 3,
            "accurate_long_balls": 2,
            "total_own_half_passes": 15,
            "accurate_own_half_passes": 14,
            "total_opp_half_passes": 11,
            "accurate_opp_half_passes": 9,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 37,
            "possession_lost": 6.8686,
            "dispossessed": 0.9812,
            "duels_lost": 3,
            "aerial_won": 0,
            "aerial_lost": 0,
            "interceptions": 2,
            "tackles_won": 3,
            "tackles": 3,
            "clearances": 2,
            "total_contest": 2,
            "won_contest": 0,
            "challenges_lost": 2,
            "fouls": 2,
            "fouls_drawn": 1,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 1,
            "blocks": 1,
            "big_chances_created": 1,
            "big_chances_missed": 0,
            "xgot": 0.0,
            "ball_carries": 11,
            "total_progression": 21,
            "progressive_carries": 0,
            "opponent_faced": "Nasser Al-Dawsari, Saud Abdulhamid",
            "matchup_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
            "antagonist_source": "defensive_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 69.0
          },
          "latest_10_games": [
            {
              "match_id": 15186800,
              "match_date": "2026-06-21",
              "home_team": "Uruguay",
              "away_team": "Cabo Verde",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Cabo Verde",
              "opponent": "Uruguay",
              "stats": {
                "minutes": 80,
                "rating": 6.6,
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              "match_date": "2026-05-12",
              "home_team": "Al-Nassr",
              "away_team": "Al-Hilal",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Al-Nassr",
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              "stats": {
                "minutes": 18,
                "rating": 6.4,
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                "expected_assists": 0.0108,
                "total_shots": 0,
                "total_pass": 6,
                "accurate_pass": 4,
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                "tackles_won": 1,
                "aerial_won": 1,
                "duels_won": 3,
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              },
              "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": 14773797,
              "match_date": "2026-05-07",
              "home_team": "Al-Shabab",
              "away_team": "Al-Nassr",
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              "is_starting_11": 1,
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              "stats": {
                "minutes": 86,
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              },
              "has_player_stats": true,
              "league_name": "Saudi Pro League",
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              "league_slug": "saudi-pro-league",
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              "season_name": "Saudi Pro League 25/26",
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            }
          ],
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            "ranking_source": "sofascore_plus_fifa_csv",
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            "fifa_rank": 7616.0,
            "fifa_overall": 68.0,
            "fifa_source": "EA SPORTS FC official ratings",
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            "projected_match_rating": 6.3366,
            "source_file": "data/player_rankings.csv",
            "player_name": "Ayman Yahya",
            "ranking_neighbors": {
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                {
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                {
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                {
                  "player_name": "William Balikwisha",
                  "ranking": 19846
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              ],
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                  "player_name": "Joe Mendes",
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                },
                {
                  "player_name": "Tobías Rubio",
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                },
                {
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                  "ranking": 19852
                },
                {
                  "player_name": "Cedric Teuchert",
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                },
                {
                  "player_name": "Leandro Sosa",
                  "ranking": 19854
                }
              ]
            }
          }
        },
        "Khalid Al-Ghannam": {
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          "position_depth": "F_BENCH",
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            "bench_appearance_probability": 0.559,
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            "assist_probability": 0.0,
            "fifa_overall": 60.0
          },
          "latest_10_games": [
            {
              "match_id": 15186840,
              "match_date": "2026-06-21",
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              "away_team": "Saudi Arabia",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Saudi Arabia",
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              "stats": {
                "minutes": 9,
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                "assists": 0,
                "total_shots": 0
              },
              "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": 14773806,
              "match_date": "2026-05-21",
              "home_team": "Neom SC",
              "away_team": "Al-Ettifaq",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Al-Ettifaq",
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              "stats": {
                "minutes": 89,
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                "assists": 1,
                "expected_goals": 0.0243,
                "expected_assists": 0.2145,
                "total_shots": 1,
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                "total_pass": 18,
                "accurate_pass": 13,
                "key_pass": 2,
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                "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,
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                "total_pass": 15,
                "accurate_pass": 10,
                "key_pass": 4,
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                "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": 5.8884,
            "source_file": "data/player_rankings.csv",
            "player_name": "Khalid Al-Ghannam",
            "ranking_neighbors": {
              "upper": [
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                  "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
                }
              ]
            }
          }
        },
        "Saleh Al-Shehri": {
          "player_id": 818779,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 11,
          "height": 184,
          "market_value": 485000,
          "stats": {
            "expected_goals": 0.0446,
            "goal_rate": 0.0001,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.0048,
            "key_pass": 0,
            "rating": 75.3813,
            "minutes": 25,
            "total_shots": 0,
            "duels_won": 1,
            "aerial_won": 1,
            "total_pass": 1,
            "accurate_pass": 1,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 1,
            "accurate_opp_half_passes": 1,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 2,
            "possession_lost": 0.6894,
            "dispossessed": 0.9812,
            "duels_lost": 1,
            "aerial_lost": 2,
            "total_contest": 0,
            "won_contest": 0,
            "ball_recovery": 1,
            "challenges_lost": 1,
            "fouls": 0,
            "fouls_drawn": 0,
            "assists": 0,
            "shots_off_target": 0,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.3971,
            "offsides": 0,
            "ball_carries": 1,
            "total_progression": 1,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.559,
            "bench_expected_minutes": 25.29,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 69.0
          },
          "latest_10_games": [
            {
              "match_id": 14773803,
              "match_date": "2026-05-21",
              "home_team": "Al-Ittihad",
              "away_team": "Al-Qadsiah",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Al-Ittihad",
              "opponent": "Al-Qadsiah",
              "stats": {
                "minutes": 22,
                "rating": 6.3,
                "assists": 0,
                "expected_goals": 0.0659,
                "expected_assists": 0.0043,
                "total_shots": 1,
                "total_pass": 4,
                "accurate_pass": 2,
                "tackles": 1,
                "duels_won": 1
              },
              "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": 16017541,
              "match_date": "2026-05-17",
              "home_team": "Al-Shabab",
              "away_team": "Al-Ittihad",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Al-Ittihad",
              "opponent": "Al-Shabab",
              "stats": {
                "minutes": 8,
                "rating": 6.5,
                "assists": 0,
                "expected_goals": 0.1315,
                "total_shots": 1,
                "shots_off_target": 1,
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                "tackles_won": 1,
                "aerial_won": 1,
                "duels_won": 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": 14771890,
              "match_date": "2026-05-14",
              "home_team": "Al-Ettifaq",
              "away_team": "Al-Ittihad",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Al-Ittihad",
              "opponent": "Al-Ettifaq",
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                "rating": 6.9,
                "assists": 0,
                "expected_assists": 0.0872,
                "total_shots": 0,
                "total_pass": 3,
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                "key_pass": 2,
                "duels_won": 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"
            },
            {
              "match_id": 14771883,
              "match_date": "2026-05-10",
              "home_team": "Al-Ittihad",
              "away_team": "Damac FC",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Al-Ittihad",
              "opponent": "Damac FC",
              "stats": {
                "minutes": 28,
                "rating": 7.3,
                "assists": 1,
                "expected_goals": 0.4297,
                "expected_assists": 0.0135,
                "total_shots": 3,
                "shots_on_target": 2,
                "shots_off_target": 1,
                "total_pass": 9,
                "accurate_pass": 6,
                "key_pass": 1,
                "aerial_won": 3,
                "duels_won": 5,
                "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"
            }
          ],
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            "combined_rank_score": 3628.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 6907.0,
            "fifa_overall": 69.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 17,
            "squad_role": "substitute",
            "projected_match_rating": 6.3813,
            "source_file": "data/player_rankings.csv",
            "player_name": "Saleh Al-Shehri",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Maximiliano Villa",
                  "ranking": 19480
                },
                {
                  "player_name": "Dave Romney",
                  "ranking": 19481
                },
                {
                  "player_name": "Kota Mizunuma",
                  "ranking": 19482
                },
                {
                  "player_name": "Jonathan Herrera",
                  "ranking": 19483
                },
                {
                  "player_name": "André Luiz",
                  "ranking": 19484
                }
              ],
              "lower": [
                {
                  "player_name": "Samuel Piette",
                  "ranking": 19486
                },
                {
                  "player_name": "Danel Sinani",
                  "ranking": 19487
                },
                {
                  "player_name": "Luis Ramos",
                  "ranking": 19488
                },
                {
                  "player_name": "Dimitri Bisoli",
                  "ranking": 19489
                },
                {
                  "player_name": "Edgar Elizalde",
                  "ranking": 19490
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 0,
        "expected_goals": 1.02,
        "expected_assists": 0.38,
        "total_shots": 12,
        "shots_on_target": 5,
        "total_passes": 319,
        "interceptions": 12,
        "tackles": 15,
        "avg_rating": 83.3,
        "possession_estimated_pct": 50.3,
        "pressing_actions_per_90": 6.3
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Hélio Varela",
        "attacker_role": "LM",
        "attacker_market_value": 2600000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.432,
        "defenders": [
          "Hassan Tambakti"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.424,
        "duel_zone": "LM vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.4,
        "xg_contribution": 0.2873,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Hassan Tambakti",
            "role": "CB",
            "market_value": 1900000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.7,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.6
          }
        ],
        "duel_analysis": "Hélio Varela (LM) faces tough defensive resistance against Hassan Tambakti in a direct 1v1 contest. Duel win probability: 40%.  Projected xG contribution: 0.287 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Deroy Duarte",
        "attacker_role": "CM",
        "attacker_market_value": 1700000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.421,
        "defenders": [
          "Nasser Al-Dawsari"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.411,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.421,
        "xg_contribution": 0.1008,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Nasser Al-Dawsari",
            "role": "CM",
            "market_value": 875000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.7,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.579
          }
        ],
        "duel_analysis": "Deroy Duarte (CM) is evenly matched against Nasser Al-Dawsari in a direct 1v1 contest. Duel win probability: 42%.  Projected xG contribution: 0.101 — with neither side clearly dominant."
      },
      {
        "attacker": "Kevin Lenini",
        "attacker_role": "CM",
        "attacker_market_value": 4900000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.461,
        "defenders": [
          "Nasser Al-Dawsari"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.411,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.455,
        "xg_contribution": 0.053,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Nasser Al-Dawsari",
            "role": "CM",
            "market_value": 875000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.6,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.545
          }
        ],
        "duel_analysis": "Kevin Lenini (CM) is evenly matched against Nasser Al-Dawsari in a direct 1v1 contest. Duel win probability: 45%.  Projected xG contribution: 0.053 — with neither side clearly dominant."
      },
      {
        "attacker": "Ryan Mendes",
        "attacker_role": "RM",
        "attacker_market_value": 220000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.403,
        "defenders": [
          "Hassan Tambakti"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.424,
        "duel_zone": "RM vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.383,
        "xg_contribution": 0.0511,
        "shots_in_zone": 1.4,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Hassan Tambakti",
            "role": "CB",
            "market_value": 1900000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.8,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.617
          }
        ],
        "duel_analysis": "Ryan Mendes (RM) faces tough defensive resistance against Hassan Tambakti in a direct 1v1 contest. Duel win probability: 38%.  Projected xG contribution: 0.051 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Nuno Da Costa",
        "attacker_role": "ST",
        "attacker_market_value": 380000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.405,
        "defenders": [
          "Hassan Tambakti",
          "Ali Lajami"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.417,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.217,
        "xg_contribution": 0.2067,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 3,
        "aerial_won": 1.7,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Hassan Tambakti",
            "role": "CB",
            "market_value": 1900000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.783
          },
          {
            "player": "Ali Lajami",
            "role": "CB",
            "market_value": 775000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.783
          }
        ],
        "duel_analysis": "Nuno Da Costa (ST) is heavily outmatched defensively against Hassan Tambakti and Ali Lajami in a 2-defender block. Duel win probability: 22%.  Projected xG contribution: 0.207 — with very limited chance creation expected."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Moteb Al-Harbi",
        "attacker_role": "LWB",
        "attacker_market_value": 1400000,
        "attacker_height": 171,
        "attacker_skill_quality": 0.417,
        "defenders": [
          "Steven Moreira"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.419,
        "duel_zone": "Left Wingback vs Right Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.363,
        "xg_contribution": 0.0656,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Steven Moreira",
            "role": "RB",
            "market_value": 1500000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.8,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.2,
            "defensive_success_rate": 0.637
          }
        ],
        "duel_analysis": "Moteb Al-Harbi (LWB) faces tough defensive resistance against Steven Moreira in a direct 1v1 contest. Duel win probability: 36%.  Projected xG contribution: 0.066 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Salem Al-Dawsari",
        "attacker_role": "LM",
        "attacker_market_value": 1200000,
        "attacker_height": 171,
        "attacker_skill_quality": 0.415,
        "defenders": [
          "Steven Moreira"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.419,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.422,
        "xg_contribution": 0.0208,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Steven Moreira",
            "role": "RB",
            "market_value": 1500000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.7,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.2,
            "defensive_success_rate": 0.578
          }
        ],
        "duel_analysis": "Salem Al-Dawsari (LM) is evenly matched against Steven Moreira in a direct 1v1 contest. Duel win probability: 42%.  Projected xG contribution: 0.021 — with neither side clearly dominant."
      },
      {
        "attacker": "Nasser Al-Dawsari",
        "attacker_role": "CM",
        "attacker_market_value": 875000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.411,
        "defenders": [
          "Jamiro Monteiro"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.407,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.464,
        "xg_contribution": 0.1057,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jamiro Monteiro",
            "role": "CDM",
            "market_value": 590000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.6,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.536
          }
        ],
        "duel_analysis": "Nasser Al-Dawsari (CM) is evenly matched against Jamiro Monteiro in a direct 1v1 contest. Duel win probability: 46%.  Projected xG contribution: 0.106 — with neither side clearly dominant."
      },
      {
        "attacker": "Saud Abdulhamid",
        "attacker_role": "CM",
        "attacker_market_value": 8400000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.503,
        "defenders": [
          "Jamiro Monteiro"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.407,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.505,
        "xg_contribution": 0.0345,
        "shots_in_zone": 1.8,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jamiro Monteiro",
            "role": "CDM",
            "market_value": 590000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.5,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.495
          }
        ],
        "duel_analysis": "Saud Abdulhamid (CM) is slightly favored against Jamiro Monteiro in a direct 1v1 contest. Duel win probability: 51%.  Projected xG contribution: 0.034 — creating consistent moderate threat."
      },
      {
        "attacker": "Musab Al Juwayr",
        "attacker_role": "RM",
        "attacker_market_value": 6300000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.478,
        "defenders": [
          "Stopira"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.401,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.487,
        "xg_contribution": 0.1683,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Stopira",
            "role": "LB",
            "market_value": 47000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.5,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.513
          }
        ],
        "duel_analysis": "Musab Al Juwayr (RM) is evenly matched against Stopira in a direct 1v1 contest. Duel win probability: 49%.  Projected xG contribution: 0.168 — with neither side clearly dominant."
      },
      {
        "attacker": "Firas Al-Buraikan",
        "attacker_role": "ST",
        "attacker_market_value": 3300000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.441,
        "defenders": [
          "Diney Borges",
          "Pico"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.407,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.197,
        "xg_contribution": 0.0023,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Diney Borges",
            "role": "CB",
            "market_value": 930000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.803
          },
          {
            "player": "Pico",
            "role": "CB",
            "market_value": 260000,
            "tackles_attempted": 0.9,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.803
          }
        ],
        "duel_analysis": "Firas Al-Buraikan (ST) is heavily outmatched defensively against Diney Borges and Pico in a 2-defender block. Duel win probability: 20%.  Projected xG contribution: 0.002 — with very limited chance creation expected."
      },
      {
        "attacker": "Abdullah Al-Khaibari",
        "attacker_role": "RWB",
        "attacker_market_value": 680000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.408,
        "defenders": [
          "Stopira"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.401,
        "duel_zone": "Right Wingback vs Left Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.396,
        "xg_contribution": 0.0171,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Stopira",
            "role": "LB",
            "market_value": 47000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.7,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.604
          }
        ],
        "duel_analysis": "Abdullah Al-Khaibari (RWB) faces tough defensive resistance against Stopira in a direct 1v1 contest. Duel win probability: 40%.  Projected xG contribution: 0.017 — and is restricted in space and time on the ball."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.475,
      "away_midfield_power": 0.493,
      "home_creative_power": 0.4,
      "away_creative_power": 0.364,
      "home_defensive_power": 0.384,
      "away_defensive_power": 0.407,
      "home_dominance_ratio": 0.491,
      "home_midfield_count": 5,
      "away_midfield_count": 5,
      "home_midfield_players": [
        "Hélio Varela",
        "Jamiro Monteiro",
        "Deroy Duarte",
        "Ryan Mendes",
        "Kevin Lenini"
      ],
      "away_midfield_players": [
        "Saud Abdulhamid",
        "Musab Al Juwayr",
        "Abdullah Al-Khaibari",
        "Nasser Al-Dawsari",
        "Salem Al-Dawsari"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 49.7,
      "estimated_possession_away_pct": 50.3,
      "home_pressing_actions_per_90": 6.1,
      "away_pressing_actions_per_90": 6.3,
      "home_key_passes_projected": 3.9,
      "away_key_passes_projected": 3.7,
      "home_throughball_threat": 1.8,
      "away_throughball_threat": 1.7,
      "key_personal_duel": "Kevin Lenini vs Saud Abdulhamid",
      "midfield_lambda_factor_home": 0.997,
      "midfield_lambda_factor_away": 1.0
    },
    "formation_analysis": {
      "home_formation": "4-1-4-1",
      "away_formation": "5-4-1",
      "home_tactical_bonus": 0.01,
      "away_tactical_bonus": -0.01,
      "formation_verdict": "Tactical parity between 4-1-4-1 and 5-4-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 0.957,
    "away_lambda": 1.02,
    "home_top_threat_zones": [
      "LM vs CB",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "away_top_threat_zones": [
      "Right Mid vs Left Back — Wide Channel",
      "Central Mid vs Defensive Mid — Pressing/Creation Duel"
    ],
    "home_player_antagonists": {
      "Hélio Varela": {
        "opponents": [
          "Hassan Tambakti",
          "Musab Al Juwayr"
        ],
        "primary_zone": "LM vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "Deroy Duarte": {
        "opponents": [
          "Nasser Al-Dawsari",
          "Saud Abdulhamid"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "Kevin Lenini": {
        "opponents": [
          "Nasser Al-Dawsari",
          "Salem Al-Dawsari"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, midfield_pairing"
      },
      "Ryan Mendes": {
        "opponents": [
          "Hassan Tambakti",
          "Abdullah Al-Khaibari"
        ],
        "primary_zone": "RM vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "Nuno Da Costa": {
        "opponents": [
          "Hassan Tambakti",
          "Ali Lajami"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Steven Moreira": {
        "opponents": [
          "Moteb Al-Harbi",
          "Salem Al-Dawsari"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "Jamiro Monteiro": {
        "opponents": [
          "Nasser Al-Dawsari",
          "Saud Abdulhamid"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Stopira": {
        "opponents": [
          "Musab Al Juwayr",
          "Abdullah Al-Khaibari"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Diney Borges": {
        "opponents": [
          "Firas Al-Buraikan"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Pico": {
        "opponents": [
          "Firas Al-Buraikan"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Vozinha": {
        "opponents": [
          "Firas Al-Buraikan",
          "Saud Abdulhamid"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Hassan Tambakti": {
        "opponents": [
          "Hélio Varela",
          "Ryan Mendes",
          "Nuno Da Costa"
        ],
        "primary_zone": "LM vs CB",
        "source": "defensive_duel"
      },
      "Nasser Al-Dawsari": {
        "opponents": [
          "Deroy Duarte",
          "Kevin Lenini",
          "Jamiro Monteiro"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Ali Lajami": {
        "opponents": [
          "Nuno Da Costa"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Moteb Al-Harbi": {
        "opponents": [
          "Steven Moreira"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "attacking_duel"
      },
      "Salem Al-Dawsari": {
        "opponents": [
          "Steven Moreira",
          "Kevin Lenini"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Saud Abdulhamid": {
        "opponents": [
          "Jamiro Monteiro",
          "Deroy Duarte"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Musab Al Juwayr": {
        "opponents": [
          "Stopira",
          "Hélio Varela"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Firas Al-Buraikan": {
        "opponents": [
          "Diney Borges",
          "Pico"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Abdullah Al-Khaibari": {
        "opponents": [
          "Stopira",
          "Ryan Mendes"
        ],
        "primary_zone": "Right Wingback vs Left Back — Overlapping Run",
        "source": "attacking_duel, midfield_pairing"
      },
      "Mohammed Al-Owais": {
        "opponents": [
          "Nuno Da Costa",
          "Kevin Lenini"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Abdulelah Al-Amri": {
        "opponents": [
          "Nuno Da Costa"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Kevin Lenini vs Saud Abdulhamid will be the pivotal duel. Total antagonist xG — Home: 0.70, Away: 0.41. Home danger zone: LM vs CB. Away danger zone: Right Mid vs Left Back — Wide Channel.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0246,
      "away_gk_opposition_factor": 1.0258,
      "home_set_piece_bonus": 0.021,
      "away_set_piece_bonus": 0.005,
      "home_defensive_solidity_vs": 1.0181,
      "away_defensive_solidity_vs": 1.0111,
      "home_midfield_factor": 0.997,
      "away_midfield_factor": 1.0,
      "stage_discount": 1.0,
      "quality_gap_applied": false,
      "home_avg_quality": 0.4164,
      "away_avg_quality": 0.4327,
      "avg_quality_gap": -0.0163,
      "squad_value_gap_log": -0.4516,
      "top5_value_gap_log": -0.3727,
      "attack_value_gap_log": -0.411,
      "elite_count_gap": 0,
      "combined_quality_gap": -0.048,
      "stronger_lambda_boost": 0.0,
      "weaker_lambda_suppression": 0.0,
      "home_bench_lambda_bonus": 0.0226,
      "away_bench_lambda_bonus": 0.02,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": true,
      "competitive_underdog_floor": 1.02,
      "pre_competitive_floor_home_lambda": 0.957,
      "pre_competitive_floor_away_lambda": 0.698,
      "pre_calibration_home_lambda": 0.9566,
      "pre_calibration_away_lambda": 0.698,
      "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": 0.957,
      "final_away_lambda": 1.02
    }
  },
  "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": "2026-06-26T13:34:15Z"
}