{
  "match_info": {
    "home_team": "Ecuador",
    "away_team": "Curaçao",
    "tournament": "FIFA World Cup",
    "date": "20260620",
    "timezone": "America/New_York",
    "home_formation": "4-4-2",
    "away_formation": "4-3-3"
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1257,
    "top_5_scorelines": [
      {
        "score": "1-1",
        "probability": 0.1257
      },
      {
        "score": "1-0",
        "probability": 0.1183
      },
      {
        "score": "2-1",
        "probability": 0.0906
      },
      {
        "score": "2-0",
        "probability": 0.0863
      },
      {
        "score": "0-1",
        "probability": 0.0854
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0828,
      "0-1": 0.0854,
      "0-2": 0.0452,
      "0-3": 0.0158,
      "0-4": 0.0042,
      "0-5": 0.0009,
      "1-0": 0.1183,
      "1-1": 0.1257,
      "1-2": 0.0656,
      "1-3": 0.023,
      "1-4": 0.006,
      "1-5": 0.0013,
      "2-0": 0.0863,
      "2-1": 0.0906,
      "2-2": 0.0476,
      "2-3": 0.0166,
      "2-4": 0.0044,
      "2-5": 0.0009,
      "3-0": 0.0417,
      "3-1": 0.0438,
      "3-2": 0.023,
      "3-3": 0.008,
      "3-4": 0.0021,
      "4-0": 0.0151,
      "4-1": 0.0159,
      "4-2": 0.0083,
      "4-3": 0.0029,
      "4-4": 0.0008,
      "5-0": 0.0044,
      "5-1": 0.0046,
      "5-2": 0.0024,
      "5-3": 0.0008,
      "6-0": 0.0011,
      "6-1": 0.0011,
      "6-2": 0.0006
    },
    "outcome": {
      "home_win": 0.4622,
      "draw": 0.265,
      "away_win": 0.2728
    },
    "markets": {
      "over_2_5_goals": 0.4562,
      "under_2_5_goals": 0.5438,
      "btts_yes": 0.4983,
      "btts_no": 0.5017,
      "home_clean_sheet": 0.3499,
      "away_clean_sheet": 0.2346
    },
    "home_ratings": {
      "DR": 88.17,
      "MCR": 88.48,
      "ATR": 79.6,
      "GK": 80.86
    },
    "away_ratings": {
      "DR": 80.39,
      "MCR": 82.1,
      "ATR": 85.61,
      "GK": 87.0
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Ecuador vs Curaçao. Most likely scoreline: 1-1. Lambdas derived from 4 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Piero Hincapié, Jürgen Locadia",
      "tactical_analysis": "Tactical parity between 4-4-2 and 4-3-3. Match outcome driven primarily by individual player quality. Home midfield dominates with ~51% possession expected (Moisés Caicedo vs Tahith Chong). Total antagonist xG — Home: 0.24, Away: 0.60. Home danger zone: CM vs CDM + CM. Away danger zone: Left Wing vs Right Back — Flank Battle."
    },
    "confidence": 0.73,
    "home_lambda": 1.45,
    "away_lambda": 1.05
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.4622,
      "draw": 0.265,
      "away_win": 0.2728
    },
    "favorite": "Ecuador",
    "favorite_win_probability": 0.4622,
    "fair_spread": 0.4,
    "fair_total": 2.5,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Ecuador",
        "estimate": 1.45,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Curaçao",
        "estimate": 1.05,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.4562,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4983,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Ecuador",
        "estimate": 1.0,
        "probability": 0.3499,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Curaçao",
        "estimate": 1.0,
        "probability": 0.2346,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Joel Ordóñez (Ecuador)",
        "estimate": 0.4538,
        "probability": 0.1349,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Jürgen Locadia (Curaçao)",
        "estimate": 0.3039,
        "probability": 0.3182,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Pedro Vite (Ecuador)",
        "estimate": 0.3869,
        "probability": 0.2329,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Jeremy Antonisse (Curaçao)",
        "estimate": 0.1196,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 2.5,
      "expected_total_shots": 19,
      "expected_total_passes": 809,
      "expected_pressing_actions_per_90": 12.6,
      "possession_home_pct": 51.1,
      "possession_away_pct": 48.9,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Ecuador",
      "favorite_win_probability": 0.4622,
      "script": "Ecuador is the fair winner side, but the baseline remains narrow: fair spread +0.40 goals and fair total 2.50.",
      "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 10 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Curaçao must keep the match inside one goal.",
      "late_game": "A Ecuador lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Curaçao chance creation leans on Jürgen Locadia against Ángelo Preciado in Left Wing vs Right Back — Flank Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Ecuador: starters carry the main goal usage through Piero Hincapié; bench watchlist: Nilson Angulo, Pervis Estupiñán, Jeremy Arevalo.",
      "Curaçao: starters carry the main goal usage through Jürgen Locadia; bench watchlist: Sontje Hansen, Shurandy Sambo, Jearl Margaritha.",
      "Assist usage should flow through Moisés Caicedo; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Ecuador tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 10 total first-half shots, and 1.25 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 Curaçao is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Ecuador.",
      "Curaçao 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": {
    "Ecuador": {
      "formation": "4-4-2",
      "players": {
        "Hernán Galíndez": {
          "player_id": 588618,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 189,
          "market_value": 280000,
          "stats": {
            "saves": 3,
            "goals_prevented": 0.1767,
            "rating": 80.8607,
            "minutes": 89,
            "total_pass": 31,
            "accurate_pass": 18,
            "total_long_balls": 15,
            "accurate_long_balls": 4,
            "touches": 34,
            "clearances": 1,
            "ball_recovery": 7,
            "high_claims": 0,
            "punches": 0.9812,
            "aerial_won": 0,
            "sweeper_actions": 1,
            "sweeper_accurate": 1,
            "saves_inside_box": 2,
            "possession_lost": 11.1173,
            "duels_won": 2,
            "duels_lost": 0,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 2,
            "total_own_half_passes": 17,
            "accurate_own_half_passes": 14,
            "assists": 0,
            "expected_assists": 0.0108,
            "total_shots": 0,
            "expected_saves": 1.26,
            "high_pressure_saves": 0.48,
            "shots_faced": 2.7,
            "opponent_faced": "Jürgen Locadia, Leandro Bacuna",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "expected_goals": 0.0,
            "fifa_overall": 74.0
          },
          "latest_10_games": [
            {
              "match_id": 15186904,
              "match_date": "2026-06-14",
              "home_team": "Côte d'Ivoire",
              "away_team": "Ecuador",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Ecuador",
              "opponent": "Côte d'Ivoire",
              "stats": {
                "minutes": 90,
                "rating": 7.0,
                "assists": 0,
                "expected_assists": 0.0108,
                "total_shots": 0,
                "total_pass": 32,
                "accurate_pass": 19,
                "ball_recovery": 7,
                "saves": 3,
                "goals_prevented": 0.2166
              },
              "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": 15718661,
              "match_date": "2026-05-03",
              "home_team": "Racing Club",
              "away_team": "Huracán",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Huracán",
              "opponent": "Racing Club",
              "stats": {
                "minutes": 90,
                "rating": 6.4,
                "assists": 0,
                "expected_assists": 0.0002,
                "total_shots": 0,
                "total_pass": 20,
                "accurate_pass": 4,
                "clearances": 1,
                "ball_recovery": 4,
                "saves": 1,
                "goals_prevented": 0.0284
              },
              "has_player_stats": true,
              "league_name": "Liga Profesional de Fútbol",
              "league_id": "155",
              "league_slug": "liga-profesional-de-futbol",
              "league_country": "Argentina",
              "season_id": "87913",
              "season_name": "Primera LPF 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14169218,
              "match_date": "2025-09-09",
              "home_team": "Ecuador",
              "away_team": "Argentina",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Ecuador",
              "opponent": "Argentina",
              "stats": {
                "minutes": 90,
                "rating": 6.8,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 24,
                "accurate_pass": 18,
                "key_pass": 1,
                "clearances": 1,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            },
            {
              "match_id": 14169216,
              "match_date": "2025-09-04",
              "home_team": "Paraguay",
              "away_team": "Ecuador",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Ecuador",
              "opponent": "Paraguay",
              "stats": {
                "minutes": 90,
                "rating": 7.5,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 35,
                "accurate_pass": 26,
                "clearances": 1,
                "duels_won": 2,
                "ball_recovery": 8,
                "saves": 3
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            },
            {
              "match_id": 13129496,
              "match_date": "2025-03-26",
              "home_team": "Chile",
              "away_team": "Ecuador",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Ecuador",
              "opponent": "Chile",
              "stats": {
                "minutes": 90,
                "rating": 7.1,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 35,
                "accurate_pass": 18,
                "clearances": 1,
                "ball_recovery": 6,
                "saves": 2
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            },
            {
              "match_id": 13129491,
              "match_date": "2025-03-21",
              "home_team": "Ecuador",
              "away_team": "Venezuela",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Ecuador",
              "opponent": "Venezuela",
              "stats": {
                "minutes": 90,
                "rating": 7.4,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 24,
                "accurate_pass": 18,
                "ball_recovery": 5,
                "saves": 5
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            }
          ],
          "ranking": {
            "global_player_rank": 16890,
            "combined_rank_score": 1561.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 2723.0,
            "fifa_overall": 74.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 18,
            "squad_role": "starter",
            "projected_match_rating": 6.8607,
            "source_file": "data/player_rankings.csv",
            "player_name": "Hernán Galíndez",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Zeno Van Den Bosch",
                  "ranking": 16885
                },
                {
                  "player_name": "Nahuel Barrios",
                  "ranking": 16886
                },
                {
                  "player_name": "Isaac",
                  "ranking": 16887
                },
                {
                  "player_name": "David Okereke",
                  "ranking": 16888
                },
                {
                  "player_name": "Ernest Muçi",
                  "ranking": 16889
                }
              ],
              "lower": [
                {
                  "player_name": "Mohamed Abdelmonem",
                  "ranking": 16891
                },
                {
                  "player_name": "David Zima",
                  "ranking": 16892
                },
                {
                  "player_name": "Arthur Chaves",
                  "ranking": 16893
                },
                {
                  "player_name": "Asger Sørensen",
                  "ranking": 16894
                },
                {
                  "player_name": "David Jurásek",
                  "ranking": 16895
                }
              ]
            }
          }
        },
        "Pedro Vite": {
          "player_id": 1002524,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 15,
          "height": 172,
          "market_value": 5600000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.3869,
            "assists": 0,
            "expected_goals": 0.0788,
            "rating": 93.2461,
            "minutes": 90,
            "total_pass": 68,
            "accurate_pass": 62,
            "ball_recovery": 6,
            "duels_won": 4,
            "total_shots": 2,
            "total_long_balls": 4,
            "accurate_long_balls": 3,
            "total_own_half_passes": 28,
            "accurate_own_half_passes": 26,
            "total_opp_half_passes": 28,
            "accurate_opp_half_passes": 23,
            "crosses_total": 2,
            "crosses_accurate": 1,
            "touches": 70,
            "possession_lost": 10.196,
            "dispossessed": 1.4268,
            "duels_lost": 4,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 3,
            "tackles_won": 3,
            "tackles": 3,
            "clearances": 1,
            "total_contest": 2,
            "won_contest": 1,
            "challenges_lost": 2,
            "fouls": 1,
            "fouls_drawn": 2,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 1,
            "shots_off_target": 1,
            "blocks": 1,
            "big_chances_created": 1,
            "big_chances_missed": 0,
            "xgot": 0.0396,
            "ball_carries": 13,
            "total_progression": 31,
            "progressive_carries": 0,
            "dribbles_attempted": 3,
            "dribbles_successful": 1.2,
            "crosses_attempted": 2.1,
            "duel_win_rate": 0.45,
            "pressing_faced": "LOW",
            "matchup_zone": "Left Mid vs Right Back — Wide Channel",
            "numerical_situation": "1v1",
            "opponent_defenders": "Sherel Constancio Floranus",
            "opponent_faced": "Sherel Constancio Floranus",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0773,
            "projected_assists": 0,
            "assist_probability": 0.2329,
            "fifa_overall": 86.0
          },
          "latest_10_games": [
            {
              "match_id": 15186904,
              "match_date": "2026-06-14",
              "home_team": "Côte d'Ivoire",
              "away_team": "Ecuador",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Ecuador",
              "opponent": "Côte d'Ivoire",
              "stats": {
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                "rating": 7.4,
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                "expected_goals": 0.0509,
                "expected_assists": 0.4915,
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                "shots_off_target": 1,
                "total_pass": 74,
                "accurate_pass": 68,
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                "tackles": 3,
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                "interceptions": 3,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 4,
                "ball_recovery": 6
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 16200655,
              "match_date": "2026-05-25",
              "home_team": "Pumas UNAM",
              "away_team": "Cruz Azul",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Pumas UNAM",
              "opponent": "Cruz Azul",
              "stats": {
                "minutes": 90,
                "rating": 7.2,
                "assists": 0,
                "expected_assists": 0.2042,
                "total_shots": 0,
                "total_pass": 34,
                "accurate_pass": 32,
                "key_pass": 2,
                "tackles": 2,
                "tackles_won": 1,
                "interceptions": 1,
                "clearances": 2,
                "aerial_won": 1,
                "duels_won": 5,
                "ball_recovery": 6
              },
              "has_player_stats": true,
              "league_name": "Liga MX, Clausura",
              "league_id": "11620",
              "league_slug": "liga-mx-clausura",
              "league_country": "Mexico",
              "season_id": "87699",
              "season_name": "Liga MX, Clausura 2026",
              "season_year": "25/26"
            },
            {
              "match_id": 16200649,
              "match_date": "2026-05-22",
              "home_team": "Cruz Azul",
              "away_team": "Pumas UNAM",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Pumas UNAM",
              "opponent": "Cruz Azul",
              "stats": {
                "minutes": 90,
                "rating": 6.9,
                "assists": 0,
                "expected_assists": 0.0063,
                "total_shots": 0,
                "total_pass": 32,
                "accurate_pass": 25,
                "tackles": 1,
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                "interceptions": 3,
                "clearances": 3,
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                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "Liga MX, Clausura",
              "league_id": "11620",
              "league_slug": "liga-mx-clausura",
              "league_country": "Mexico",
              "season_id": "87699",
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            "won_contest": 0,
            "ball_recovery": 1,
            "challenges_lost": 0,
            "fouls": 0,
            "fouls_drawn": 0,
            "assists": 0,
            "shots_off_target": 0,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 1,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.0582,
            "offsides": 0,
            "ball_carries": 1,
            "total_progression": 4,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.561,
            "bench_expected_minutes": 25.34,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 69.0
          },
          "latest_10_games": [
            {
              "match_id": 15186899,
              "match_date": "2026-06-14",
              "home_team": "Germany",
              "away_team": "Curaçao",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Curaçao",
              "opponent": "Germany",
              "stats": {
                "minutes": 45,
                "rating": 6.6,
                "assists": 0,
                "expected_goals": 0.0261,
                "expected_assists": 0.0062,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 7,
                "accurate_pass": 6,
                "key_pass": 2,
                "tackles": 1,
                "clearances": 2,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            }
          ],
          "ranking": {
            "global_player_rank": 19277,
            "combined_rank_score": 3449.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 6667.0,
            "fifa_overall": 69.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 1,
            "squad_role": "substitute",
            "projected_match_rating": 6.5617,
            "source_file": "data/player_rankings.csv",
            "player_name": "Sontje Hansen",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Tuur Rommens",
                  "ranking": 19272
                },
                {
                  "player_name": "Mauro Méndez",
                  "ranking": 19273
                },
                {
                  "player_name": "Jacob Trenskow",
                  "ranking": 19274
                },
                {
                  "player_name": "Karlo Letica",
                  "ranking": 19275
                },
                {
                  "player_name": "Lucas Gamba",
                  "ranking": 19276
                }
              ],
              "lower": [
                {
                  "player_name": "Sebastián Prieto",
                  "ranking": 19278
                },
                {
                  "player_name": "César Araújo",
                  "ranking": 19279
                },
                {
                  "player_name": "Max Bruns",
                  "ranking": 19280
                },
                {
                  "player_name": "Agustín Rogel",
                  "ranking": 19281
                },
                {
                  "player_name": "Laurenţiu Popescu",
                  "ranking": 19282
                }
              ]
            }
          }
        },
        "Brandley Kuwas": {
          "player_id": 252885,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 10,
          "height": 181,
          "market_value": 270000,
          "stats": {
            "expected_goals": 0.0086,
            "goal_rate": 0.0001,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.008,
            "key_pass": 1,
            "rating": 73.4794,
            "minutes": 25,
            "total_shots": 0,
            "duels_won": 1,
            "aerial_won": 0,
            "total_pass": 2,
            "accurate_pass": 2,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 2,
            "accurate_opp_half_passes": 2,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 5,
            "possession_lost": 2.0212,
            "dispossessed": 1.4718,
            "duels_lost": 1,
            "aerial_lost": 1,
            "total_contest": 1,
            "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": 0.0,
            "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": 67.0
          },
          "latest_10_games": [
            {
              "match_id": 16195914,
              "match_date": "2026-05-20",
              "home_team": "Willem II Tilburg",
              "away_team": "FC Volendam",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "FC Volendam",
              "opponent": "Willem II Tilburg",
              "stats": {
                "minutes": 45,
                "rating": 6.9,
                "assists": 0,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 17,
                "accurate_pass": 15,
                "key_pass": 5,
                "interceptions": 1,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "VriendenLoterij Eredivisie",
              "league_id": "37",
              "league_slug": "eredivisie",
              "league_country": "Netherlands",
              "season_id": "77012",
              "season_name": "VriendenLoterij Eredivisie 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14028531,
              "match_date": "2026-05-17",
              "home_team": "FC Volendam",
              "away_team": "SC Telstar",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "FC Volendam",
              "opponent": "SC Telstar",
              "stats": {
                "minutes": 20,
                "rating": 6.8,
                "assists": 0,
                "expected_goals": 0.0414,
                "expected_assists": 0.0567,
                "total_shots": 1,
                "total_pass": 8,
                "accurate_pass": 5,
                "key_pass": 1,
                "duels_won": 2
              },
              "has_player_stats": true,
              "league_name": "VriendenLoterij Eredivisie",
              "league_id": "37",
              "league_slug": "eredivisie",
              "league_country": "Netherlands",
              "season_id": "77012",
              "season_name": "VriendenLoterij Eredivisie 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14028546,
              "match_date": "2026-05-10",
              "home_team": "Excelsior",
              "away_team": "FC Volendam",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "FC Volendam",
              "opponent": "Excelsior",
              "stats": {
                "minutes": 18,
                "rating": 6.2,
                "assists": 0,
                "expected_goals": 0.0275,
                "expected_assists": 0.0236,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 2,
                "accurate_pass": 1
              },
              "has_player_stats": true,
              "league_name": "VriendenLoterij Eredivisie",
              "league_id": "37",
              "league_slug": "eredivisie",
              "league_country": "Netherlands",
              "season_id": "77012",
              "season_name": "VriendenLoterij Eredivisie 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 20512,
            "combined_rank_score": 4514.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 8627.0,
            "fifa_overall": 67.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 14,
            "squad_role": "substitute",
            "projected_match_rating": 6.4794,
            "source_file": "data/player_rankings.csv",
            "player_name": "Brandley Kuwas",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Ivan Cavaleiro",
                  "ranking": 20507
                },
                {
                  "player_name": "Francesco Di Mariano",
                  "ranking": 20508
                },
                {
                  "player_name": "Djevencio van der Kust",
                  "ranking": 20509
                },
                {
                  "player_name": "Lance Duijvestijn",
                  "ranking": 20510
                },
                {
                  "player_name": "Andrejs Cigaņiks",
                  "ranking": 20511
                }
              ],
              "lower": [
                {
                  "player_name": "Lucas Ahijado",
                  "ranking": 20513
                },
                {
                  "player_name": "Aslak Fonn Witry",
                  "ranking": 20514
                },
                {
                  "player_name": "Simone Bastoni",
                  "ranking": 20515
                },
                {
                  "player_name": "Filip Kurto",
                  "ranking": 20516
                },
                {
                  "player_name": "Slobodan Rubežić",
                  "ranking": 20517
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.05,
        "expected_assists": 0.44,
        "total_shots": 8,
        "shots_on_target": 2,
        "total_passes": 353,
        "interceptions": 15,
        "tackles": 15,
        "avg_rating": 82.09,
        "possession_estimated_pct": 48.9,
        "pressing_actions_per_90": 6.3
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "John Yeboah",
        "attacker_role": "ST",
        "attacker_market_value": 5800000,
        "attacker_height": 170,
        "attacker_skill_quality": 0.472,
        "defenders": [
          "Livano Comenencia",
          "Armando Obispo"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.426,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0616,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Livano Comenencia",
            "role": "CB",
            "market_value": 480000,
            "tackles_attempted": 0.9,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Armando Obispo",
            "role": "CB",
            "market_value": 3700000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "John Yeboah (ST) is heavily outmatched defensively against Livano Comenencia and Armando Obispo in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.062 — with very limited chance creation expected."
      },
      {
        "attacker": "Pedro Vite",
        "attacker_role": "LM",
        "attacker_market_value": 5600000,
        "attacker_height": 172,
        "attacker_skill_quality": 0.47,
        "defenders": [
          "Sherel Constancio Floranus"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.411,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.45,
        "xg_contribution": 0.0371,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Sherel Constancio Floranus",
            "role": "RB",
            "market_value": 855000,
            "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": 1.1,
            "defensive_success_rate": 0.55
          }
        ],
        "duel_analysis": "Pedro Vite (LM) is evenly matched against Sherel Constancio Floranus in a direct 1v1 contest. Duel win probability: 45%.  Projected xG contribution: 0.037 — with neither side clearly dominant."
      },
      {
        "attacker": "Gonzalo Plata",
        "attacker_role": "RM",
        "attacker_market_value": 8600000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.506,
        "defenders": [
          "Deveron Fonville"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.419,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.499,
        "xg_contribution": 0.0522,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.2,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Deveron Fonville",
            "role": "LB",
            "market_value": 1500000,
            "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": 0.501
          }
        ],
        "duel_analysis": "Gonzalo Plata (RM) is evenly matched against Deveron Fonville in a direct 1v1 contest. Duel win probability: 50%.  Projected xG contribution: 0.052 — with neither side clearly dominant."
      },
      {
        "attacker": "Alan Franco",
        "attacker_role": "CM",
        "attacker_market_value": 4700000,
        "attacker_height": 174,
        "attacker_skill_quality": 0.458,
        "defenders": [
          "Juninho Bacuna",
          "Leandro Bacuna"
        ],
        "defender_roles": [
          "CDM",
          "CM"
        ],
        "def_skill_quality_avg": 0.413,
        "duel_zone": "CM vs CDM + CM",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.286,
        "xg_contribution": 0.0851,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Juninho Bacuna",
            "role": "CDM",
            "market_value": 1800000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.714
          },
          {
            "player": "Leandro Bacuna",
            "role": "CM",
            "market_value": 270000,
            "tackles_attempted": 0.9,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.714
          }
        ],
        "duel_analysis": "Alan Franco (CM) is heavily outmatched defensively against Juninho Bacuna and Leandro Bacuna in a 2-defender block. Duel win probability: 29%.  Projected xG contribution: 0.085 — with very limited chance creation expected."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Jürgen Locadia",
        "attacker_role": "LW",
        "attacker_market_value": 215000,
        "attacker_height": 193,
        "attacker_skill_quality": 0.403,
        "defenders": [
          "Ángelo Preciado"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.445,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.521,
        "xg_contribution": 0.2094,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 1.4,
        "crosses_in_zone": 1.8,
        "fouls_drawn": 1.0,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Ángelo Preciado",
            "role": "RB",
            "market_value": 3600000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.5,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.479
          }
        ],
        "duel_analysis": "Jürgen Locadia (LW) is slightly favored against Ángelo Preciado in a direct 1v1 contest. Duel win probability: 52%.  Projected xG contribution: 0.209 — creating consistent moderate threat."
      },
      {
        "attacker": "Riechedly Bazoer",
        "attacker_role": "RW",
        "attacker_market_value": 1600000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.42,
        "defenders": [
          "Joel Ordóñez"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.758,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.312,
        "xg_contribution": 0.1569,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 1.8,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Joel Ordóñez",
            "role": "LB",
            "market_value": 36000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.688
          }
        ],
        "duel_analysis": "Riechedly Bazoer (RW) is heavily outmatched defensively against Joel Ordóñez in a direct 1v1 contest. Duel win probability: 31%. The quality gap is significant (€2M vs €36M avg). Projected xG contribution: 0.157 — with very limited chance creation expected."
      },
      {
        "attacker": "Tahith Chong",
        "attacker_role": "ST",
        "attacker_market_value": 3400000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.442,
        "defenders": [
          "Piero Hincapié",
          "Willian Pacho"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.843,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0318,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Piero Hincapié",
            "role": "CB",
            "market_value": 46000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Willian Pacho",
            "role": "CB",
            "market_value": 76000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Tahith Chong (ST) is heavily outmatched defensively against Piero Hincapié and Willian Pacho in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€3M vs €61M avg). Projected xG contribution: 0.032 — with very limited chance creation expected."
      },
      {
        "attacker": "Juninho Bacuna",
        "attacker_role": "CDM",
        "attacker_market_value": 1800000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.422,
        "defenders": [
          "Alan Franco"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.458,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.4,
        "xg_contribution": 0.0325,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 1,
        "dribbles_successful": 0.4,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Alan Franco",
            "role": "CM",
            "market_value": 4700000,
            "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": 0.6
          }
        ],
        "duel_analysis": "Juninho Bacuna (CDM) faces tough defensive resistance against Alan Franco in a direct 1v1 contest. Duel win probability: 40%.  Projected xG contribution: 0.033 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Leandro Bacuna",
        "attacker_role": "CM",
        "attacker_market_value": 270000,
        "attacker_height": 187,
        "attacker_skill_quality": 0.403,
        "defenders": [
          "Alan Franco"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.458,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.447,
        "xg_contribution": 0.1713,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Alan Franco",
            "role": "CM",
            "market_value": 4700000,
            "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": 0.8,
            "defensive_success_rate": 0.553
          }
        ],
        "duel_analysis": "Leandro Bacuna (CM) is evenly matched against Alan Franco in a direct 1v1 contest. Duel win probability: 45%.  Projected xG contribution: 0.171 — with neither side clearly dominant."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.605,
      "away_midfield_power": 0.444,
      "home_creative_power": 0.584,
      "away_creative_power": 0.362,
      "home_defensive_power": 0.384,
      "away_defensive_power": 0.418,
      "home_dominance_ratio": 0.577,
      "home_midfield_count": 5,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Pedro Vite",
        "Gonzalo Plata",
        "Alan Franco",
        "Moisés Caicedo",
        "Ángelo Preciado"
      ],
      "away_midfield_players": [
        "Juninho Bacuna",
        "Leandro Bacuna",
        "Tahith Chong",
        "Jeremy Antonisse"
      ],
      "possession_advantage": "home",
      "estimated_possession_home_pct": 51.1,
      "estimated_possession_away_pct": 48.9,
      "home_pressing_actions_per_90": 6.3,
      "away_pressing_actions_per_90": 6.3,
      "home_key_passes_projected": 5.0,
      "away_key_passes_projected": 3.7,
      "home_throughball_threat": 2.4,
      "away_throughball_threat": 1.7,
      "key_personal_duel": "Moisés Caicedo vs Tahith Chong",
      "midfield_lambda_factor_home": 1.028,
      "midfield_lambda_factor_away": 0.981
    },
    "formation_analysis": {
      "home_formation": "4-4-2",
      "away_formation": "4-3-3",
      "home_tactical_bonus": -0.05,
      "away_tactical_bonus": 0.05,
      "formation_verdict": "Tactical parity between 4-4-2 and 4-3-3. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.45,
    "away_lambda": 1.05,
    "home_top_threat_zones": [
      "CM vs CDM + CM",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "away_top_threat_zones": [
      "Left Wing vs Right Back — Flank Battle",
      "Central Mid vs Central Mid — Box-to-Box Midfield Contest"
    ],
    "home_player_antagonists": {
      "John Yeboah": {
        "opponents": [
          "Livano Comenencia",
          "Armando Obispo"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Pedro Vite": {
        "opponents": [
          "Sherel Constancio Floranus",
          "Jeremy Antonisse"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Gonzalo Plata": {
        "opponents": [
          "Deveron Fonville",
          "Juninho Bacuna"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Alan Franco": {
        "opponents": [
          "Juninho Bacuna",
          "Leandro Bacuna"
        ],
        "primary_zone": "CM vs CDM + CM",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Ángelo Preciado": {
        "opponents": [
          "Jürgen Locadia",
          "Tahith Chong"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel, midfield_pairing"
      },
      "Joel Ordóñez": {
        "opponents": [
          "Riechedly Bazoer"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Piero Hincapié": {
        "opponents": [
          "Tahith Chong"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Willian Pacho": {
        "opponents": [
          "Tahith Chong"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Moisés Caicedo": {
        "opponents": [
          "Leandro Bacuna"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Hernán Galíndez": {
        "opponents": [
          "Jürgen Locadia",
          "Jeremy Antonisse"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Enner Valencia": {
        "opponents": [
          "Armando Obispo",
          "Riechedly Bazoer"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Livano Comenencia": {
        "opponents": [
          "John Yeboah"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Armando Obispo": {
        "opponents": [
          "John Yeboah"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Sherel Constancio Floranus": {
        "opponents": [
          "Pedro Vite"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Deveron Fonville": {
        "opponents": [
          "Gonzalo Plata"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Juninho Bacuna": {
        "opponents": [
          "Alan Franco",
          "Gonzalo Plata"
        ],
        "primary_zone": "CM vs CDM + CM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Leandro Bacuna": {
        "opponents": [
          "Alan Franco",
          "Moisés Caicedo"
        ],
        "primary_zone": "CM vs CDM + CM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Jürgen Locadia": {
        "opponents": [
          "Ángelo Preciado"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Riechedly Bazoer": {
        "opponents": [
          "Joel Ordóñez"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Tahith Chong": {
        "opponents": [
          "Piero Hincapié",
          "Willian Pacho",
          "Ángelo Preciado"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Jeremy Antonisse": {
        "opponents": [
          "Pedro Vite"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Eloy Room": {
        "opponents": [
          "Enner Valencia",
          "John Yeboah"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Home midfield dominates with ~51% possession expected (Moisés Caicedo vs Tahith Chong). Total antagonist xG — Home: 0.24, Away: 0.60. Home danger zone: CM vs CDM + CM. Away danger zone: Left Wing vs Right Back — Flank Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0252,
      "away_gk_opposition_factor": 1.0246,
      "home_set_piece_bonus": 0.0751,
      "away_set_piece_bonus": 0.112,
      "home_defensive_solidity_vs": 0.9971,
      "away_defensive_solidity_vs": 0.8879,
      "home_midfield_factor": 1.028,
      "away_midfield_factor": 0.981,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.6102,
      "away_avg_quality": 0.4181,
      "avg_quality_gap": 0.1921,
      "squad_value_gap_log": 2.5095,
      "top5_value_gap_log": 2.5459,
      "attack_value_gap_log": 2.3961,
      "elite_count_gap": 3,
      "combined_quality_gap": 0.3774,
      "stronger_lambda_boost": 0.8302,
      "weaker_lambda_suppression": 0.5283,
      "home_bench_lambda_bonus": 0.061,
      "away_bench_lambda_bonus": 0.0272,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": 0.3774,
      "mismatch_favorite_lambda_boost": 1.0994,
      "mismatch_underdog_lambda_factor": 0.9723,
      "pre_mismatch_home_lambda": 1.319,
      "pre_mismatch_away_lambda": 0.677,
      "competitive_underdog_floor_applied": true,
      "competitive_underdog_floor": 1.05,
      "pre_competitive_floor_home_lambda": 1.45,
      "pre_competitive_floor_away_lambda": 0.658,
      "pre_calibration_home_lambda": 1.319,
      "pre_calibration_away_lambda": 0.6772,
      "competition_calibration_applied": false,
      "competition_calibration_reason": "no_sofascore_matches_data",
      "competition_calibration_samples": 0,
      "competition_observed_total_goals": 0.0,
      "competition_calibration_scale": 1.0,
      "neutral_share_preserved": true,
      "final_home_lambda": 1.45,
      "final_away_lambda": 1.05
    }
  },
  "home_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "away_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "timestamp": "2026-06-20T13:37:41Z"
}