{
  "match_info": {
    "home_team": "Germany",
    "away_team": "Paraguay",
    "tournament": "FIFA World Cup",
    "date": "20260629",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "5-4-1"
  },
  "prediction": {
    "most_likely_score": "2-0",
    "home_goals": 2,
    "away_goals": 0,
    "most_likely_score_probability": 0.1408,
    "top_5_scorelines": [
      {
        "score": "2-0",
        "probability": 0.1408
      },
      {
        "score": "1-0",
        "probability": 0.132
      },
      {
        "score": "3-0",
        "probability": 0.0998
      },
      {
        "score": "2-1",
        "probability": 0.0915
      },
      {
        "score": "3-1",
        "probability": 0.0649
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0626,
      "0-1": 0.04,
      "0-2": 0.0131,
      "0-3": 0.0028,
      "1-0": 0.132,
      "1-1": 0.0864,
      "1-2": 0.028,
      "1-3": 0.0061,
      "1-4": 0.001,
      "2-0": 0.1408,
      "2-1": 0.0915,
      "2-2": 0.0297,
      "2-3": 0.0064,
      "2-4": 0.001,
      "3-0": 0.0998,
      "3-1": 0.0649,
      "3-2": 0.0211,
      "3-3": 0.0046,
      "3-4": 0.0007,
      "4-0": 0.0531,
      "4-1": 0.0345,
      "4-2": 0.0112,
      "4-3": 0.0024,
      "5-0": 0.0226,
      "5-1": 0.0147,
      "5-2": 0.0048,
      "5-3": 0.001,
      "6-0": 0.008,
      "6-1": 0.0052,
      "6-2": 0.0017,
      "7-0": 0.0024,
      "7-1": 0.0016,
      "7-2": 0.0005,
      "8-0": 0.0006
    },
    "outcome": {
      "home_win": 0.7159,
      "draw": 0.1838,
      "away_win": 0.1003
    },
    "markets": {
      "over_2_5_goals": 0.525,
      "under_2_5_goals": 0.475,
      "btts_yes": 0.4214,
      "btts_no": 0.5786,
      "home_clean_sheet": 0.522,
      "away_clean_sheet": 0.1192
    },
    "home_ratings": {
      "DR": 92.17,
      "MCR": 92.35,
      "ATR": 89.4,
      "GK": 90.55
    },
    "away_ratings": {
      "DR": 79.9,
      "MCR": 80.76,
      "ATR": 81.56,
      "GK": 68.84
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Germany vs Paraguay. Most likely scoreline: 2-0. Lambdas derived from 4 home and 6 away individual player duels.",
      "key_player": "Projected scorer(s): Kai Havertz, Leroy Sané",
      "tactical_analysis": "Tactical parity between 4-2-3-1 and 5-4-1. Match outcome driven primarily by individual player quality. Home midfield dominates with ~54% possession expected (Jamal Musiala vs Julio Enciso). Total antagonist xG — Home: 0.55, Away: 0.39. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Left Mid vs Right Back — Wide Channel."
    },
    "confidence": 0.82,
    "home_lambda": 2.127,
    "away_lambda": 0.65
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.7159,
      "draw": 0.1838,
      "away_win": 0.1003
    },
    "favorite": "Germany",
    "favorite_win_probability": 0.7159,
    "fair_spread": 1.477,
    "fair_total": 2.777,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Germany",
        "estimate": 2.127,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Paraguay",
        "estimate": 0.65,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.525,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4214,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Germany",
        "estimate": 1.0,
        "probability": 0.522,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Paraguay",
        "estimate": 1.0,
        "probability": 0.1192,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Kai Havertz (Germany)",
        "estimate": 0.4921,
        "probability": 0.3574,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Julio Enciso (Paraguay)",
        "estimate": 0.1755,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Joshua Kimmich (Germany)",
        "estimate": 0.3606,
        "probability": 0.4692,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Julio Enciso (Paraguay)",
        "estimate": 0.0491,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 2.777,
      "expected_total_shots": 25,
      "expected_total_passes": 876,
      "expected_pressing_actions_per_90": 15.8,
      "possession_home_pct": 53.8,
      "possession_away_pct": 46.2,
      "notes": "Germany projects to control midfield possession"
    },
    "expected_game_script": {
      "favorite": "Germany",
      "favorite_win_probability": 0.7159,
      "script": "Germany is the fair winner side, but the baseline remains favorite-led: fair spread +1.48 goals and fair total 2.78.",
      "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; Paraguay must keep the match inside one goal.",
      "late_game": "A Germany lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Germany chance creation leans on Kai Havertz against Alexandro Maidana, José Canale in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; Germany projects to control midfield possession.",
    "expected_rotation_usage_behavior": [
      "Germany: starters carry the main goal usage through Kai Havertz, Leroy Sané; bench watchlist: Nick Woltemade, Lennart Karl, Nico Schlotterbeck.",
      "Paraguay: starters carry the main goal usage through the highest xG attackers; bench watchlist: Diego Gómez, Omar Alderete, Mauricio.",
      "Assist usage should flow through Florian Wirtz, Joshua Kimmich; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Germany tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 12 total first-half shots, and 1.39 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 Paraguay is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Germany.",
      "Paraguay 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": {
    "Germany": {
      "formation": "4-2-3-1",
      "players": {
        "Kai Havertz": {
          "player_id": 836705,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 7,
          "height": 193,
          "market_value": 53000000,
          "stats": {
            "expected_goals": 0.4921,
            "goal_rate": 0.0018,
            "goals": 1,
            "shots_on_target": 0,
            "expected_assists": 0.1192,
            "key_pass": 0,
            "rating": 89.4043,
            "minutes": 51,
            "total_shots": 3,
            "duels_won": 3,
            "aerial_won": 2,
            "total_pass": 19,
            "accurate_pass": 16,
            "total_long_balls": 1,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 15,
            "accurate_opp_half_passes": 12,
            "crosses_total": 2,
            "crosses_accurate": 0,
            "touches": 27,
            "possession_lost": 6.8213,
            "dispossessed": 1.6503,
            "duels_lost": 3,
            "aerial_lost": 2,
            "total_contest": 1,
            "won_contest": 0,
            "ball_recovery": 2,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 1,
            "assists": 0,
            "shots_off_target": 1,
            "interceptions": 1,
            "tackles_won": 2,
            "tackles": 2,
            "clearances": 1,
            "blocks": 0,
            "big_chances_created": 2,
            "big_chances_missed": 2,
            "xgot": 0.8912,
            "offsides": 1,
            "ball_carries": 6,
            "total_progression": 14,
            "progressive_carries": 1,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.7,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.425,
            "pressing_faced": "LOW",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Alexandro Maidana, José Canale",
            "opponent_faced": "Alexandro Maidana, José Canale",
            "antagonist_source": "attacking_duel",
            "projected_goals": 1,
            "goal_probability": 0.3574,
            "projected_assists": 0,
            "assist_probability": 0.0744,
            "fifa_overall": 82.0
          },
          "latest_10_games": [
            {
              "match_id": 15186907,
              "match_date": "2026-06-25",
              "home_team": "Ecuador",
              "away_team": "Germany",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Germany",
              "opponent": "Ecuador",
              "stats": {
                "minutes": 60,
                "rating": 7.1,
                "assists": 0,
                "expected_goals": 0.0876,
                "expected_assists": 0.0077,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 18,
                "accurate_pass": 12,
                "tackles": 3,
                "tackles_won": 2,
                "aerial_won": 3,
                "duels_won": 6,
                "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": 15186905,
              "match_date": "2026-06-20",
              "home_team": "Germany",
              "away_team": "Côte d'Ivoire",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Germany",
              "opponent": "Côte d'Ivoire",
              "stats": {
                "minutes": 85,
                "rating": 6.2,
                "assists": 0,
                "expected_goals": 0.2098,
                "expected_assists": 0.0143,
                "total_shots": 3,
                "shots_on_target": 1,
                "shots_off_target": 2,
                "total_pass": 28,
                "accurate_pass": 21,
                "clearances": 2,
                "aerial_won": 5,
                "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": 15186899,
              "match_date": "2026-06-14",
              "home_team": "Germany",
              "away_team": "Curaçao",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Germany",
              "opponent": "Curaçao",
              "stats": {
                "minutes": 90,
                "rating": 8.5,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 1.012,
                "expected_assists": 0.2636,
                "total_shots": 4,
                "shots_on_target": 2,
                "total_pass": 41,
                "accurate_pass": 38,
                "key_pass": 1,
                "interceptions": 1,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 2,
                "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": 14023963,
              "match_date": "2026-05-24",
              "home_team": "Crystal Palace",
              "away_team": "Arsenal",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Arsenal",
              "opponent": "Crystal Palace",
              "stats": {
                "minutes": 45,
                "rating": 6.9,
                "assists": 1,
                "expected_goals": 0.3989,
                "expected_assists": 0.1832,
                "total_shots": 3,
                "shots_off_target": 1,
                "total_pass": 16,
                "accurate_pass": 16,
                "key_pass": 3,
                "tackles": 1,
                "interceptions": 1,
                "clearances": 1,
                "duels_won": 1
              },
              "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": 14023950,
              "match_date": "2026-05-18",
              "home_team": "Arsenal",
              "away_team": "Burnley",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Arsenal",
              "opponent": "Burnley",
              "stats": {
                "minutes": 73,
                "rating": 7.7,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.3932,
                "expected_assists": 0.3301,
                "total_shots": 3,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 30,
                "accurate_pass": 25,
                "key_pass": 3,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023942,
              "match_date": "2026-05-10",
              "home_team": "West Ham United",
              "away_team": "Arsenal",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Arsenal",
              "opponent": "West Ham United",
              "stats": {
                "minutes": 23,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0041,
                "total_shots": 0,
                "total_pass": 9,
                "accurate_pass": 6,
                "tackles": 2,
                "tackles_won": 2,
                "aerial_won": 1,
                "duels_won": 3
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632631,
              "match_date": "2026-04-15",
              "home_team": "Arsenal",
              "away_team": "Sporting CP",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Arsenal",
              "opponent": "Sporting CP",
              "stats": {
                "minutes": 34,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.0204,
                "total_shots": 0,
                "total_pass": 16,
                "accurate_pass": 15,
                "key_pass": 1,
                "aerial_won": 3,
                "duels_won": 3,
                "ball_recovery": 2
              },
              "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": 15632086,
              "match_date": "2026-04-07",
              "home_team": "Sporting CP",
              "away_team": "Arsenal",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Arsenal",
              "opponent": "Sporting CP",
              "stats": {
                "minutes": 20,
                "rating": 7.4,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.7525,
                "expected_assists": 0.0013,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 5,
                "accurate_pass": 5,
                "clearances": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631372,
              "match_date": "2026-03-17",
              "home_team": "Arsenal",
              "away_team": "Bayer 04 Leverkusen",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Arsenal",
              "opponent": "Bayer 04 Leverkusen",
              "stats": {
                "minutes": 21,
                "rating": 6.8,
                "assists": 0,
                "expected_assists": 0.0253,
                "total_shots": 0,
                "total_pass": 9,
                "accurate_pass": 5,
                "aerial_won": 4,
                "duels_won": 4
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631363,
              "match_date": "2026-03-11",
              "home_team": "Bayer 04 Leverkusen",
              "away_team": "Arsenal",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Arsenal",
              "opponent": "Bayer 04 Leverkusen",
              "stats": {
                "minutes": 16,
                "rating": 7.0,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.7884,
                "expected_assists": 0.0016,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 4,
                "accurate_pass": 2,
                "aerial_won": 2,
                "duels_won": 2
              },
              "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": 1679,
            "combined_rank_score": 260.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 126.0,
            "sofascore_rating": 7.3333,
            "sofascore_appearances": 6.0,
            "fifa_rank": 395.0,
            "fifa_overall": 82.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 7,
            "squad_role": "starter",
            "projected_match_rating": 7.4043,
            "source_file": "data/player_rankings.csv",
            "player_name": "Kai Havertz",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Jonatás Noro",
                  "ranking": 1674
                },
                {
                  "player_name": "Matthew Corcoran",
                  "ranking": 1675
                },
                {
                  "player_name": "Stefan Tomović",
                  "ranking": 1676
                },
                {
                  "player_name": "Hamidou Kante",
                  "ranking": 1677
                },
                {
                  "player_name": "Angelo Mina",
                  "ranking": 1678
                }
              ],
              "lower": [
                {
                  "player_name": "Adam Ennafati",
                  "ranking": 1680
                },
                {
                  "player_name": "Ahmed Nadhir Benbouali",
                  "ranking": 1681
                },
                {
                  "player_name": "Carlos Baleba",
                  "ranking": 1682
                },
                {
                  "player_name": "Asbjorn Bøndergaard",
                  "ranking": 1683
                },
                {
                  "player_name": "Jean Pedroso",
                  "ranking": 1684
                }
              ]
            }
          }
        },
        "Florian Wirtz": {
          "player_id": 1019322,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 17,
          "height": 175,
          "market_value": 95000000,
          "stats": {
            "key_pass": 2,
            "expected_assists": 0.3025,
            "assists": 1,
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  },
  "antagonist_report": {
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      {
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        "attacker_role": "LW",
        "attacker_market_value": 95000000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.891,
        "defenders": [
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        "defender_roles": [
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        "numerical_situation": "1v1",
        "duel_win_rate": 0.616,
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        "shots_in_zone": 2.3,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.2,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
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            "market_value": 2400000,
            "tackles_attempted": 1.9,
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            "clearances_in_zone": 0.6,
            "aerial_duels_won": 1.1,
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        ],
        "duel_analysis": "Florian Wirtz (LW) has a clear attacking advantage against Alexandro Maidana in a direct 1v1 contest. Duel win probability: 62%. The quality gap is significant (€95M vs €2M avg). Projected xG contribution: 0.146 — and projects to generate high-quality chances."
      },
      {
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        "attacker_height": 184,
        "attacker_skill_quality": 0.892,
        "defenders": [
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        "defender_roles": [
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        "def_skill_quality_avg": 0.454,
        "duel_zone": "CAM vs CM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.677,
        "xg_contribution": 0.1451,
        "shots_in_zone": 2.9,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Andrés Cubas",
            "role": "CM",
            "market_value": 4300000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.2,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.323
          }
        ],
        "duel_analysis": "Jamal Musiala (CAM) has a clear attacking advantage against Andrés Cubas in a direct 1v1 contest. Duel win probability: 68%. The quality gap is significant (€97M vs €4M avg). Projected xG contribution: 0.145 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Joshua Kimmich",
        "attacker_role": "RW",
        "attacker_market_value": 38000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.77,
        "defenders": [
          "Alexandro Maidana"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.43,
        "duel_zone": "RW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.565,
        "xg_contribution": 0.0623,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.0,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Alexandro Maidana",
            "role": "CB",
            "market_value": 2400000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.435
          }
        ],
        "duel_analysis": "Joshua Kimmich (RW) is slightly favored against Alexandro Maidana in a direct 1v1 contest. Duel win probability: 56%. The quality gap is significant (€38M vs €2M avg). Projected xG contribution: 0.062 — creating consistent moderate threat."
      },
      {
        "attacker": "Kai Havertz",
        "attacker_role": "ST",
        "attacker_market_value": 53000000,
        "attacker_height": 193,
        "attacker_skill_quality": 0.834,
        "defenders": [
          "Alexandro Maidana",
          "José Canale"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.428,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.425,
        "xg_contribution": 0.1931,
        "shots_in_zone": 3.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 3,
        "aerial_won": 2.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Alexandro Maidana",
            "role": "CB",
            "market_value": 2400000,
            "tackles_attempted": 1.0,
            "tackles_won": 0.8,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.575
          },
          {
            "player": "José Canale",
            "role": "CB",
            "market_value": 2100000,
            "tackles_attempted": 1.0,
            "tackles_won": 0.8,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.575
          }
        ],
        "duel_analysis": "Kai Havertz (ST) is evenly matched against Alexandro Maidana and José Canale in a 2-defender block. Duel win probability: 42%. The quality gap is significant (€53M vs €2M avg). Projected xG contribution: 0.193 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Gabriel Ávalos",
        "attacker_role": "ST",
        "attacker_market_value": 730000,
        "attacker_height": 191,
        "attacker_skill_quality": 0.409,
        "defenders": [
          "Jonathan Tah",
          "Antonio Rüdiger"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.581,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.008,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 2.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jonathan Tah",
            "role": "CB",
            "market_value": 26000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Antonio Rüdiger",
            "role": "CB",
            "market_value": 6200000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Gabriel Ávalos (ST) is heavily outmatched defensively against Jonathan Tah and Antonio Rüdiger in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€1M vs €16M avg). Projected xG contribution: 0.008 — with very limited chance creation expected."
      },
      {
        "attacker": "Julio Enciso",
        "attacker_role": "LM",
        "attacker_market_value": 24000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.669,
        "defenders": [
          "Leroy Sané"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.65,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.424,
        "xg_contribution": 0.1695,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Leroy Sané",
            "role": "RB",
            "market_value": 22000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.576
          }
        ],
        "duel_analysis": "Julio Enciso (LM) is evenly matched against Leroy Sané in a direct 1v1 contest. Duel win probability: 42%.  Projected xG contribution: 0.170 — with neither side clearly dominant."
      },
      {
        "attacker": "Matías Galarza",
        "attacker_role": "RM",
        "attacker_market_value": 2800000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.435,
        "defenders": [
          "David Raum"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.694,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.323,
        "xg_contribution": 0.1082,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "David Raum",
            "role": "LB",
            "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": 1.1,
            "defensive_success_rate": 0.677
          }
        ],
        "duel_analysis": "Matías Galarza (RM) faces tough defensive resistance against David Raum in a direct 1v1 contest. Duel win probability: 32%. The quality gap is significant (€3M vs €27M avg). Projected xG contribution: 0.108 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Gustavo Velázquez",
        "attacker_role": "LWB",
        "attacker_market_value": 435000,
        "attacker_height": 179,
        "attacker_skill_quality": 0.405,
        "defenders": [
          "Joshua Kimmich",
          "Leroy Sané"
        ],
        "defender_roles": [
          "RW",
          "RB"
        ],
        "def_skill_quality_avg": 0.71,
        "duel_zone": "LWB vs RW + RB",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.019,
        "shots_in_zone": 0.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Joshua Kimmich",
            "role": "RW",
            "market_value": 38000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Leroy Sané",
            "role": "RB",
            "market_value": 22000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Gustavo Velázquez (LWB) is heavily outmatched defensively against Joshua Kimmich and Leroy Sané in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€0M vs €30M avg). Projected xG contribution: 0.019 — with very limited chance creation expected."
      },
      {
        "attacker": "Juan Cáceres",
        "attacker_role": "RWB",
        "attacker_market_value": 4500000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.456,
        "defenders": [
          "Florian Wirtz",
          "David Raum"
        ],
        "defender_roles": [
          "LW",
          "LB"
        ],
        "def_skill_quality_avg": 0.793,
        "duel_zone": "RWB vs LW + LB",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0191,
        "shots_in_zone": 0.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.2,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Florian Wirtz",
            "role": "LW",
            "market_value": 95000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.82
          },
          {
            "player": "David Raum",
            "role": "LB",
            "market_value": 27000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Juan Cáceres (RWB) is heavily outmatched defensively against Florian Wirtz and David Raum in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€4M vs €61M avg). Projected xG contribution: 0.019 — with very limited chance creation expected."
      },
      {
        "attacker": "Andrés Cubas",
        "attacker_role": "CM",
        "attacker_market_value": 4300000,
        "attacker_height": 165,
        "attacker_skill_quality": 0.454,
        "defenders": [
          "Aleksandar Pavlović"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.892,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.193,
        "xg_contribution": 0.07,
        "shots_in_zone": 1.1,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 2,
        "aerial_won": 0.7,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Aleksandar Pavlović",
            "role": "CDM",
            "market_value": 96000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.6,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.3,
            "defensive_success_rate": 0.807
          }
        ],
        "duel_analysis": "Andrés Cubas (CM) is heavily outmatched defensively against Aleksandar Pavlović in a direct 1v1 contest. Duel win probability: 19%. The quality gap is significant (€4M vs €96M avg). Projected xG contribution: 0.070 — with very limited chance creation expected."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.894,
      "away_midfield_power": 0.535,
      "home_creative_power": 0.872,
      "away_creative_power": 0.49,
      "home_defensive_power": 0.839,
      "away_defensive_power": 0.5,
      "home_dominance_ratio": 0.625,
      "home_midfield_count": 6,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Florian Wirtz",
        "Jamal Musiala",
        "Leroy Sané",
        "Aleksandar Pavlović",
        "Felix Nmecha",
        "Joshua Kimmich"
      ],
      "away_midfield_players": [
        "Julio Enciso",
        "Andrés Cubas",
        "Miguel Almirón",
        "Matías Galarza"
      ],
      "possession_advantage": "home",
      "estimated_possession_home_pct": 53.8,
      "estimated_possession_away_pct": 46.2,
      "home_pressing_actions_per_90": 9.0,
      "away_pressing_actions_per_90": 6.8,
      "home_key_passes_projected": 6.7,
      "away_key_passes_projected": 4.4,
      "home_throughball_threat": 3.2,
      "away_throughball_threat": 2.1,
      "key_personal_duel": "Jamal Musiala vs Julio Enciso",
      "midfield_lambda_factor_home": 1.047,
      "midfield_lambda_factor_away": 0.954
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "5-4-1",
      "home_tactical_bonus": -0.01,
      "away_tactical_bonus": 0.01,
      "formation_verdict": "Tactical parity between 4-2-3-1 and 5-4-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 2.127,
    "away_lambda": 0.65,
    "home_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "LW vs CB"
    ],
    "away_top_threat_zones": [
      "Left Mid vs Right Back — Wide Channel",
      "Right Mid vs Left Back — Wide Channel"
    ],
    "home_player_antagonists": {
      "Florian Wirtz": {
        "opponents": [
          "Alexandro Maidana",
          "Juan Cáceres",
          "Matías Galarza"
        ],
        "primary_zone": "LW vs CB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Jamal Musiala": {
        "opponents": [
          "Andrés Cubas"
        ],
        "primary_zone": "CAM vs CM",
        "source": "attacking_duel, midfield_pairing"
      },
      "Joshua Kimmich": {
        "opponents": [
          "Alexandro Maidana",
          "Gustavo Velázquez",
          "Miguel Almirón"
        ],
        "primary_zone": "RW vs CB",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Kai Havertz": {
        "opponents": [
          "Alexandro Maidana",
          "José Canale"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Jonathan Tah": {
        "opponents": [
          "Gabriel Ávalos"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Antonio Rüdiger": {
        "opponents": [
          "Gabriel Ávalos"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Leroy Sané": {
        "opponents": [
          "Julio Enciso",
          "Gustavo Velázquez",
          "Andrés Cubas"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel, midfield_pairing"
      },
      "David Raum": {
        "opponents": [
          "Matías Galarza",
          "Juan Cáceres"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Aleksandar Pavlović": {
        "opponents": [
          "Andrés Cubas",
          "Miguel Almirón"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "defensive_duel, midfield_pairing"
      },
      "Felix Nmecha": {
        "opponents": [
          "Julio Enciso"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Manuel Neuer": {
        "opponents": [
          "Gabriel Ávalos",
          "Julio Enciso"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Alexandro Maidana": {
        "opponents": [
          "Florian Wirtz",
          "Joshua Kimmich",
          "Kai Havertz"
        ],
        "primary_zone": "LW vs CB",
        "source": "defensive_duel"
      },
      "Andrés Cubas": {
        "opponents": [
          "Jamal Musiala",
          "Aleksandar Pavlović",
          "Leroy Sané"
        ],
        "primary_zone": "CAM vs CM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "José Canale": {
        "opponents": [
          "Kai Havertz"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Gabriel Ávalos": {
        "opponents": [
          "Jonathan Tah",
          "Antonio Rüdiger"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Julio Enciso": {
        "opponents": [
          "Leroy Sané",
          "Felix Nmecha"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Matías Galarza": {
        "opponents": [
          "David Raum",
          "Florian Wirtz"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Gustavo Velázquez": {
        "opponents": [
          "Joshua Kimmich",
          "Leroy Sané"
        ],
        "primary_zone": "LWB vs RW + RB",
        "source": "attacking_duel"
      },
      "Juan Cáceres": {
        "opponents": [
          "Florian Wirtz",
          "David Raum"
        ],
        "primary_zone": "RWB vs LW + LB",
        "source": "attacking_duel"
      },
      "Miguel Almirón": {
        "opponents": [
          "Aleksandar Pavlović",
          "Joshua Kimmich"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Orlando Gill": {
        "opponents": [
          "Kai Havertz",
          "Jamal Musiala"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Gustavo Gómez": {
        "opponents": [
          "Kai Havertz"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Home midfield dominates with ~54% possession expected (Jamal Musiala vs Julio Enciso). Total antagonist xG — Home: 0.55, Away: 0.39. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Left Mid vs Right Back — Wide Channel.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9975,
      "away_gk_opposition_factor": 1.0051,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.077,
      "home_defensive_solidity_vs": 0.9932,
      "away_defensive_solidity_vs": 0.9596,
      "home_midfield_factor": 1.047,
      "away_midfield_factor": 0.954,
      "stage_discount": 0.92,
      "quality_gap_applied": true,
      "home_avg_quality": 0.7603,
      "away_avg_quality": 0.4609,
      "avg_quality_gap": 0.2994,
      "squad_value_gap_log": 2.1335,
      "top5_value_gap_log": 2.0206,
      "attack_value_gap_log": 2.2448,
      "elite_count_gap": 5,
      "combined_quality_gap": 0.4382,
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      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
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      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 1.9076,
      "pre_calibration_away_lambda": 0.6557,
      "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": 2.127,
      "final_away_lambda": 0.65
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  },
  "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,
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  },
  "away_standing": {
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    "team_position": null,
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    "team_ppg": null,
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  },
  "timestamp": "2026-06-29T13:31:05Z"
}