{ "match_info": { "home_team": "Argentina", "away_team": "Switzerland", "tournament": "FIFA World Cup", "date": "20260711", "timezone": "America/New_York", "home_formation": "4-3-1-2", "away_formation": "4-2-3-1" }, "prediction": { "most_likely_score": "1-0", "home_goals": 1, "away_goals": 0, "most_likely_score_probability": 0.1353, "match_resolution": "penalties_if_level", "predicted_winner": "Argentina", "tiebreaker": { "applies": true, "method": "penalties_if_level", "regulation_draw_probability": 0.2908, "shootout_home_win_probability": 0.5319, "shootout_away_win_probability": 0.4681, "penalty_home_goals": 6, "penalty_away_goals": 5, "penalty_score": "6-5", "penalty_winner": "Argentina", "penalty_winner_goals": 6, "penalty_loser_goals": 5, "penalty_result": "Argentina wins 6-5 on penalties", "home_advance_probability": 0.5739, "away_advance_probability": 0.4261, "projected_winner": "Argentina", "projected_winner_probability": 0.5739, "final_score_after_penalties": null, "reason": "Knockout match: a tied scoreline remains possible, then the advancing team is projected through penalties." }, "top_5_scorelines": [ { "score": "1-0", "probability": 0.1353 }, { "score": "1-1", "probability": 0.1335 }, { "score": "0-0", "probability": 0.1125 }, { "score": "0-1", "probability": 0.1067 }, { "score": "2-0", "probability": 0.0837 } ], "scoreline_probabilities": { "0-0": 0.1125, "0-1": 0.1067, "0-2": 0.0523, "0-3": 0.0169, "0-4": 0.0041, "0-5": 0.0008, "1-0": 0.1353, "1-1": 0.1335, "1-2": 0.0641, "1-3": 0.0207, "1-4": 0.005, "1-5": 0.001, "2-0": 0.0837, "2-1": 0.0811, "2-2": 0.0393, "2-3": 0.0127, "2-4": 0.0031, "2-5": 0.0006, "3-0": 0.0342, "3-1": 0.0332, "3-2": 0.0161, "3-3": 0.0052, "3-4": 0.0013, "4-0": 0.0105, "4-1": 0.0102, "4-2": 0.0049, "4-3": 0.0016, "5-0": 0.0026, "5-1": 0.0025, "5-2": 0.0012, "6-0": 0.0005, "6-1": 0.0005 }, "outcome": { "home_win": 0.4192, "draw": 0.2908, "away_win": 0.2899 }, "markets": { "over_2_5_goals": 0.3761, "under_2_5_goals": 0.6239, "btts_yes": 0.4397, "btts_no": 0.5603, "home_clean_sheet": 0.3795, "away_clean_sheet": 0.2933 }, "home_ratings": { "DR": 86.84, "MCR": 90.54, "ATR": 94.87, "GK": 91.7 }, "away_ratings": { "DR": 84.79, "MCR": 86.31, "ATR": 84.02, "GK": 93.64 }, "insights": { "summary": "Antagonist matchup analysis for Argentina vs Switzerland. Most likely scoreline: 1-0. Lambdas derived from 3 home and 4 away individual player duels.", "key_player": "Projected scorer(s): Lionel Messi", "tactical_analysis": "Tactical parity between 4-3-1-2 and 4-2-3-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Enzo Fernández vs Dan Ndoye will be the pivotal duel. Total antagonist xG — Home: 0.63, Away: 0.92. Home danger zone: Attacking Mid vs Double Pivot — Tight Space Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle." }, "confidence": 0.71, "home_lambda": 1.291, "away_lambda": 1.02 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.4192, "draw": 0.2908, "away_win": 0.2899 }, "favorite": "Argentina", "favorite_win_probability": 0.4192, "fair_spread": 0.271, "fair_total": 2.311, "prop_estimates": [ { "market": "team_total_goals", "selection": "Argentina", "estimate": 1.291, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Switzerland", "estimate": 1.02, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.3761, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.4397, "unit": "probability" }, { "market": "clean_sheet", "selection": "Argentina", "estimate": 1.0, "probability": 0.3795, "unit": "probability" }, { "market": "clean_sheet", "selection": "Switzerland", "estimate": 1.0, "probability": 0.2933, "unit": "probability" }, { "market": "anytime_goal", "selection": "Gonzalo Montiel (Argentina)", "estimate": 0.5453, "probability": 0.0484, "unit": "xG" }, { "market": "anytime_goal", "selection": "Breel Embolo (Switzerland)", "estimate": 0.3378, "probability": 0.0, "unit": "xG" }, { "market": "assist", "selection": "Lionel Messi (Argentina)", "estimate": 0.468, "probability": 0.2827, "unit": "xA" }, { "market": "assist", "selection": "Dan Ndoye (Switzerland)", "estimate": 0.2323, "probability": 0.0, "unit": "xA" } ], "expected_pace": { "tempo": "balanced", "expected_total_goals": 2.311, "expected_total_shots": 22, "expected_total_passes": 1054, "expected_pressing_actions_per_90": 15.0, "possession_home_pct": 50.9, "possession_away_pct": 49.1, "notes": "possession projects near even" }, "expected_game_script": { "favorite": "Argentina", "favorite_win_probability": 0.4192, "script": "Argentina is the fair winner side, but the baseline remains narrow: fair spread +0.27 goals and fair total 2.31.", "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 11 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Switzerland must keep the match inside one goal.", "late_game": "A Argentina lead likely shifts toward control and counters; if level after extra time, penalties are live; Argentina projects as the advancing side at 57.4% overall advancement probability with 29.1% draw pressure." }, "key_matchup_thesis": "Argentina chance creation leans on Lionel Messi against Fabian Rieder, Denis Zakaria in Attacking Mid vs Double Pivot — Tight Space Battle; possession projects near even.", "expected_rotation_usage_behavior": [ "Argentina: starters carry the main goal usage through Lionel Messi; bench watchlist: Julián Alvarez, Nico Paz, Valentín Barco.", "Switzerland: starters carry the main goal usage through the highest xG attackers; bench watchlist: Johan Manzambi, Ardon Jashari, Noah Okafor.", "Assist usage should flow through Lionel Messi; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Argentina tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects balanced tempo, about 11 total first-half shots, and 1.16 first-half xG pace.", "45-70: If the match is level, watch midfield control and the listed bench watchlists for usage changes.", "70-90: If Switzerland is chasing, transition and set-piece volume become the primary live deviation signal; if level after extra time, penalties are live; Argentina projects as the advancing side at 57.4% overall advancement probability with 29.1% draw pressure." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Argentina.", "Switzerland 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": { "Argentina": { "formation": "4-3-1-2", "players": { "Emiliano Martínez": { "player_id": 158263, "position": "G", "position_depth": "G", "is_starter": true, "shirt_number": 23, "height": 195, "market_value": 11500000, "stats": { "saves": 1, "goals_prevented": 0.1845, "rating": 91.6982, "minutes": 91, "total_pass": 33, "accurate_pass": 25, "total_long_balls": 12, "accurate_long_balls": 5, "touches": 41, "clearances": 1, "ball_recovery": 8, "high_claims": 2, "punches": 1.012, "aerial_won": 1, "sweeper_actions": 1, "sweeper_accurate": 1, "saves_inside_box": 2, "possession_lost": 7.8529, "duels_won": 1, "duels_lost": 0, "total_contest": 0, "won_contest": 0, "fouls": 0, "fouls_drawn": 1, "total_own_half_passes": 23, "accurate_own_half_passes": 22, "expected_saves": 1.92, "high_pressure_saves": 0.73, "shots_faced": 4.1, "opponent_faced": "Breel Embolo, Granit Xhaka", "matchup_zone": "Goalkeeper shot-stopping context", "antagonist_source": "formation_fallback", "goals": 0, "projected_goals": 0, "goal_probability": 0.0, "assists": 0, "projected_assists": 0, "assist_probability": 0.0, "expected_goals": 0.0, "expected_assists": 0.0, "fifa_overall": 85.0 }, "latest_10_games": [ { "match_id": 12812993, "match_date": "2026-07-07", "home_team": "Argentina", "away_team": "Egypt", "team_side": "home", "is_starting_11": 1, "team": "Argentina", "opponent": "Egypt", "stats": { "minutes": 90, "rating": 6.0, "assists": 0, "expected_assists": 0.0018, "total_shots": 0, "total_pass": 19, "accurate_pass": 13, "ball_recovery": 5, "goals_prevented": -0.7852 }, "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_type": "played", "match_id": 12812999, "match_date": "2026-07-03 22:00:00 UTC", "league_name": "World Championship", "league_id": 16, "league_slug": "world-championship", "league_country": "World", "season_id": 58210, "season_name": "World Cup 2026", "season_year": "2026", "home_team": "Argentina", "away_team": "Cabo Verde", "home_score_current": 3.0, "away_score_current": 2.0, "team_side": "home", "status_code": 110, "status_type": "finished", "status_description": "AET", "player_status": "starter", "is_starting_11": true, "team": "Argentina", "opponent": "Cabo Verde", "stats": {}, "has_player_stats": false, "source": "depth_chart.csv" }, { "match_id": 15186734, "match_date": "2026-06-28", "home_team": "Jordan", "away_team": "Argentina", "team_side": "away", "is_starting_11": 1, "team": "Argentina", "opponent": "Jordan", "stats": { "minutes": 90, "rating": 6.6, "assists": 0, "expected_assists": 0.0011, "total_shots": 0, "total_pass": 15, "accurate_pass": 15, "ball_recovery": 6, "goals_prevented": -0.2797 }, "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": 15186502, "match_date": "2026-06-22", "home_team": "Argentina", "away_team": "Austria", "team_side": "home", "is_starting_11": 1, "team": "Argentina", "opponent": "Austria", "stats": { "minutes": 90, "rating": 6.8, "assists": 0, "expected_assists": 0.0003, "total_shots": 0, "total_pass": 24, "accurate_pass": 18, "ball_recovery": 6, "saves": 1, "goals_prevented": 0.0489 }, "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": 15186854, "match_date": "2026-06-17", "home_team": "Argentina", "away_team": "Algeria", "team_side": "home", "is_starting_11": 1, "team": "Argentina", "opponent": "Algeria", "stats": { "minutes": 90, "rating": 6.7, "assists": 0, "expected_assists": 0.0081, "total_shots": 0, "total_pass": 41, "accurate_pass": 31, "clearances": 1, "ball_recovery": 2, "goals_prevented": -0.2057 }, "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": 15632626, "match_date": "2026-05-20", "home_team": "SC Freiburg", "away_team": "Aston Villa", "team_side": "away", "is_starting_11": 1, "team": "Aston Villa", "opponent": "SC Freiburg", "stats": { "minutes": 90, "rating": 7.2, "assists": 0, "expected_assists": 0.0049, "total_shots": 0, "total_pass": 34, "accurate_pass": 26, "ball_recovery": 6, "saves": 2, "goals_prevented": 0.2909 }, "has_player_stats": true, "league_name": "UEFA Europa League", "league_id": "679", "league_slug": "uefa-europa-league", "league_country": "Europe", "season_id": "76984", "season_name": "UEFA Europa League 25/26", "season_year": "25/26" }, { "match_id": 14023928, "match_date": "2026-05-15", "home_team": "Aston Villa", "away_team": "Liverpool FC", "team_side": "home", "is_starting_11": 1, "team": "Aston Villa", "opponent": "Liverpool FC", "stats": { "minutes": 90, "rating": 6.8, "assists": 0, "expected_assists": 0.0055, "total_shots": 0, "total_pass": 44, "accurate_pass": 28, "clearances": 1, "aerial_won": 2, "duels_won": 2, "ball_recovery": 7, "saves": 3, "goals_prevented": -0.3847 }, "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": 14023929, "match_date": "2026-05-10", "home_team": "Burnley", "away_team": "Aston Villa", "team_side": "away", "is_starting_11": 1, "team": "Aston Villa", "opponent": "Burnley", "stats": { "minutes": 90, "rating": 6.6, "assists": 1, "expected_assists": 0.0041, "total_shots": 0, "total_pass": 39, "accurate_pass": 34, "key_pass": 1, "ball_recovery": 9, "saves": 4, "goals_prevented": -0.2152 }, "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": 15632625, "match_date": "2026-05-07", "home_team": "Aston Villa", "away_team": "Nottingham Forest", "team_side": "home", "is_starting_11": 1, "team": "Aston Villa", "opponent": "Nottingham Forest", "stats": { "minutes": 90, "rating": 7.1, "assists": 0, "expected_assists": 0.0015, "total_shots": 0, "total_pass": 27, "accurate_pass": 17, "aerial_won": 1, "duels_won": 1, "ball_recovery": 11, "saves": 2, "goals_prevented": 0.676 }, "has_player_stats": true, "league_name": "UEFA Europa League", "league_id": "679", "league_slug": "uefa-europa-league", "league_country": "Europe", "season_id": "76984", "season_name": "UEFA Europa League 25/26", "season_year": "25/26" }, { "match_id": 15632623, "match_date": "2026-04-30", "home_team": "Nottingham Forest", "away_team": "Aston Villa", "team_side": "away", "is_starting_11": 1, "team": "Aston Villa", "opponent": "Nottingham Forest", "stats": { "minutes": 90, "rating": 7.5, "assists": 0, "expected_assists": 0.0039, "total_shots": 0, "total_pass": 30, "accurate_pass": 21, "ball_recovery": 13, "saves": 4, "goals_prevented": 0.4553 }, "has_player_stats": true, "league_name": "UEFA Europa League", "league_id": "679", "league_slug": "uefa-europa-league", "league_country": "Europe", "season_id": "76984", "season_name": "UEFA Europa League 25/26", "season_year": "25/26" } ], "ranking": { "global_player_rank": 115, "combined_rank_score": 105.5, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 98.0, "sofascore_rating": 7.4333, "sofascore_appearances": 6.0, "fifa_rank": 113.0, "fifa_overall": 85.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 14, "squad_role": "starter", "projected_match_rating": 6.6982, "source_file": "data/player_rankings.csv", "player_name": "Emiliano Martínez", "ranking_neighbors": { "upper": [ { "player_name": "Allan", "ranking": 110 }, { "player_name": "Robert Lewandowski", "ranking": 111 }, { "player_name": "Jung Seung-bae", "ranking": 112 }, { "player_name": "Aleksandr Golovin", "ranking": 113 }, { "player_name": "Alexander Badolato", "ranking": 114 } ], "lower": [ { "player_name": "Marquinhos", "ranking": 116 }, { "player_name": "Jun-ho Son", "ranking": 117 }, { "player_name": "Davron Merganov", "ranking": 118 }, { "player_name": "Toni Fruk", "ranking": 119 }, { "player_name": "Kayke Ferrari", "ranking": 120 } ] } } }, "Lautaro Martínez": { "player_id": 823984, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 22, "height": 175, "market_value": 80000000, "stats": { "expected_goals": 0.1165, "goal_rate": 0.0005, "goals": 0, "shots_on_target": 0, "expected_assists": 0.038, "key_pass": 0, "rating": 95.3222, "minutes": 55, "total_shots": 2, "duels_won": 3, "aerial_won": 1, "total_pass": 15, "accurate_pass": 12, "total_long_balls": 1, "accurate_long_balls": 1, "total_opp_half_passes": 9, "accurate_opp_half_passes": 6, "crosses_total": 1, "crosses_accurate": 1, "touches": 25, "possession_lost": 6.9886, "dispossessed": 2.4521, "duels_lost": 5, "aerial_lost": 2, "total_contest": 3, "won_contest": 1, "ball_recovery": 2, "challenges_lost": 1, "fouls": 2, "fouls_drawn": 2, "assists": 0, "shots_off_target": 2, "interceptions": 2, "tackles_won": 1, "tackles": 2, "clearances": 2, "blocks": 1, "big_chances_created": 1, "big_chances_missed": 1, "xgot": 0.8137, "offsides": 1, "ball_carries": 7, "total_progression": 22, "progressive_carries": 1, "dribbles_attempted": 2, "dribbles_successful": 0.5, "crosses_attempted": 0.0, "duel_win_rate": 0.305, "pressing_faced": "LOW", "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "opponent_defenders": "Nico Elvedi, Manuel Akanji", "opponent_faced": "Nico Elvedi, Manuel Akanji", "antagonist_source": "attacking_duel", "projected_goals": 0, "goal_probability": 0.1095, "projected_assists": 0, "assist_probability": 0.0261, "fifa_overall": 88.0 }, "latest_10_games": [ { "match_id": 12812993, "match_date": "2026-07-07", "home_team": "Argentina", "away_team": "Egypt", "team_side": "home", "is_starting_11": 0, "team": "Argentina", "opponent": "Egypt", "stats": { "minutes": 24, "rating": 7.1, "assists": 1, "expected_goals": 0.4319, "expected_assists": 0.1195, "total_shots": 3, "shots_off_target": 2, "total_pass": 5, "accurate_pass": 1, "key_pass": 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_type": "played", "match_id": 12812999, "match_date": "2026-07-03 22:00:00 UTC", "league_name": "World Championship", "league_id": 16, "league_slug": "world-championship", "league_country": "World", "season_id": 58210, "season_name": "World Cup 2026", "season_year": "2026", "home_team": "Argentina", "away_team": "Cabo Verde", "home_score_current": 3.0, "away_score_current": 2.0, "team_side": "home", "status_code": 110, "status_type": "finished", "status_description": "AET", "player_status": "starter", "is_starting_11": true, "team": "Argentina", "opponent": "Cabo Verde", "stats": {}, "has_player_stats": false, "source": "depth_chart.csv" }, { "match_id": 15186734, "match_date": "2026-06-28", "home_team": "Jordan", "away_team": "Argentina", "team_side": "away", "is_starting_11": 1, "team": "Argentina", "opponent": "Jordan", "stats": { "minutes": 60, "rating": 6.4, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 1.371, "expected_assists": 0.0271, "total_shots": 3, "shots_on_target": 1, "shots_off_target": 2, "total_pass": 23, "accurate_pass": 18, "key_pass": 1, "ball_recovery": 2 }, "has_player_stats": true, "league_name": "FIFA World Cup", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 15186502, "match_date": "2026-06-22", 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"ranking_neighbors": { "upper": [ { "player_name": "Calebe Gonçalves", "ranking": 14675 }, { "player_name": "Georgiy Sudakov", "ranking": 14676 }, { "player_name": "Lukas Klostermann", "ranking": 14677 }, { "player_name": "Luis Suárez", "ranking": 14678 }, { "player_name": "Georginio Rutter", "ranking": 14679 } ], "lower": [ { "player_name": "Adam Marušić", "ranking": 14681 }, { "player_name": "Nahuel Molina", "ranking": 14682 }, { "player_name": "Jorge Herrando", "ranking": 14683 }, { "player_name": "David Retamal", "ranking": 14684 }, { "player_name": "Sherzod Fayziev", "ranking": 14685 } ] } } } }, "team_totals": { "projected_goals": 0, "expected_goals": 1.02, "expected_assists": 1.02, "total_shots": 11, "shots_on_target": 7, "total_passes": 488, "interceptions": 15, "tackles": 18, "avg_rating": 86.35, "possession_estimated_pct": 49.1, "pressing_actions_per_90": 7.3 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Lautaro Martínez", "attacker_role": "ST", "attacker_market_value": 80000000, "attacker_height": 175, "attacker_skill_quality": 0.882, "defenders": [ "Nico Elvedi", "Manuel Akanji" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.537, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.305, "xg_contribution": 0.1668, "shots_in_zone": 2.5, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 3, "aerial_won": 1.4, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Nico Elvedi", "role": "CB", "market_value": 7300000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.6, "interceptions_in_zone": 0.8, "clearances_in_zone": 0.7, "aerial_duels_won": 0.8, "defensive_success_rate": 0.695 }, { "player": "Manuel Akanji", "role": "CB", "market_value": 15500000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.8, "aerial_duels_won": 0.8, "defensive_success_rate": 0.695 } ], "duel_analysis": "Lautaro Martínez (ST) is heavily outmatched defensively against Nico Elvedi and Manuel Akanji in a 2-defender block. Duel win probability: 31%. The quality gap is significant (€80M vs €11M avg). Projected xG contribution: 0.167 — with very limited chance creation expected." }, { "attacker": "Lionel Messi", "attacker_role": "CAM", "attacker_market_value": 16300000, "attacker_height": 169, "attacker_skill_quality": 0.593, "defenders": [ "Fabian Rieder", "Denis Zakaria" ], "defender_roles": [ "CDM", "CDM" ], "def_skill_quality_avg": 0.611, "duel_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.3572, "shots_in_zone": 1.5, "dribbles_attempted": 3, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 0.8, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Fabian Rieder", "role": "CDM", "market_value": 11100000, "tackles_attempted": 1.0, "tackles_won": 1.1, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.5, "aerial_duels_won": 0.6, "defensive_success_rate": 0.82 }, { "player": "Denis Zakaria", "role": "CDM", "market_value": 26000000, "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": 0.6, "defensive_success_rate": 0.82 } ], "duel_analysis": "Lionel Messi (CAM) is heavily outmatched defensively against Fabian Rieder and Denis Zakaria in a 2-defender block. Duel win probability: 18%. Projected xG contribution: 0.357 — with very limited chance creation expected." }, { "attacker": "Alexis Mac Allister", "attacker_role": "CM", "attacker_market_value": 77000000, "attacker_height": 176, "attacker_skill_quality": 0.879, "defenders": [ "Fabian Rieder" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.535, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.585, "xg_contribution": 0.1034, "shots_in_zone": 1.9, "dribbles_attempted": 3, "dribbles_successful": 1.5, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Fabian Rieder", "role": "CDM", "market_value": 11100000, "tackles_attempted": 2.0, "tackles_won": 1.4, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.415 } ], "duel_analysis": "Alexis Mac Allister (CM) is slightly favored against Fabian Rieder in a direct 1v1 contest. Duel win probability: 58%. The quality gap is significant (€77M vs €11M avg). Projected xG contribution: 0.103 — creating consistent moderate threat." } ], "away_attacking_duels": [ { "attacker": "Rubén Vargas", "attacker_role": "LW", "attacker_market_value": 11100000, "attacker_height": 179, "attacker_skill_quality": 0.535, "defenders": [ "Lisandro Martínez" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.791, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.381, "xg_contribution": 0.1182, "shots_in_zone": 1.7, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 2.0, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Lisandro Martínez", "role": "RB", "market_value": 42000000, "tackles_attempted": 2.2, "tackles_won": 2.1, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 1.1, "aerial_duels_won": 1.0, "defensive_success_rate": 0.619 } ], "duel_analysis": "Rubén Vargas (LW) faces tough defensive resistance against Lisandro Martínez in a direct 1v1 contest. Duel win probability: 38%. The quality gap is significant (€11M vs €42M avg). Projected xG contribution: 0.118 — and is restricted in space and time on the ball." }, { "attacker": "Dan Ndoye", "attacker_role": "CAM", "attacker_market_value": 31000000, "attacker_height": 184, "attacker_skill_quality": 0.725, "defenders": [ "Alexis Mac Allister" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.879, "duel_zone": "CAM vs CM", "numerical_situation": "1v1", "duel_win_rate": 0.383, "xg_contribution": 0.2125, "shots_in_zone": 2.1, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Alexis Mac Allister", "role": "CM", "market_value": 77000000, "tackles_attempted": 2.3, "tackles_won": 2.1, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.617 } ], "duel_analysis": "Dan Ndoye (CAM) faces tough defensive resistance against Alexis Mac Allister in a direct 1v1 contest. Duel win probability: 38%. The quality gap is significant (€31M vs €77M avg). Projected xG contribution: 0.212 — and is restricted in space and time on the ball." }, { "attacker": "Granit Xhaka", "attacker_role": "RW", "attacker_market_value": 8500000, "attacker_height": 185, "attacker_skill_quality": 0.505, "defenders": [ "Nicolás Tagliafico" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.447, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.558, "xg_contribution": 0.2511, "shots_in_zone": 2.1, "dribbles_attempted": 3, "dribbles_successful": 1.5, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 2.0, "fouls_drawn": 1.0, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Nicolás Tagliafico", "role": "LB", "market_value": 3800000, "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": 0.8, "defensive_success_rate": 0.442 } ], "duel_analysis": "Granit Xhaka (RW) is slightly favored against Nicolás Tagliafico in a direct 1v1 contest. Duel win probability: 56%. Projected xG contribution: 0.251 — creating consistent moderate threat." }, { "attacker": "Breel Embolo", "attacker_role": "ST", "attacker_market_value": 13600000, "attacker_height": 185, "attacker_skill_quality": 0.564, "defenders": [ "Cristian Romero", "Gonzalo Montiel" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.625, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.192, "xg_contribution": 0.3341, "shots_in_zone": 2.1, "dribbles_attempted": 2, "dribbles_successful": 0.3, "aerial_duels": 3, "aerial_won": 1.8, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Cristian Romero", "role": "CB", "market_value": 42000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 1.1, "aerial_duels_won": 0.6, "defensive_success_rate": 0.808 }, { "player": "Gonzalo Montiel", "role": "CB", "market_value": 4800000, "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": 0.6, "defensive_success_rate": 0.808 } ], "duel_analysis": "Breel Embolo (ST) is heavily outmatched defensively against Cristian Romero and Gonzalo Montiel in a 2-defender block. Duel win probability: 19%. Projected xG contribution: 0.334 — with very limited chance creation expected." } ], "midfield_battle": { "home_midfield_power": 0.726, "away_midfield_power": 0.646, "home_creative_power": 0.635, "away_creative_power": 0.568, "home_defensive_power": 0.632, "away_defensive_power": 0.558, "home_dominance_ratio": 0.529, "home_midfield_count": 4, "away_midfield_count": 6, "home_midfield_players": [ "Alexis Mac Allister", "Enzo Fernández", "Leandro Paredes", "Rodrigo De Paul" ], "away_midfield_players": [ "Rubén Vargas", "Fabian Rieder", "Dan Ndoye", "Granit Xhaka", "Remo Freuler", "Denis Zakaria" ], "possession_advantage": "neutral", "estimated_possession_home_pct": 50.9, "estimated_possession_away_pct": 49.1, "home_pressing_actions_per_90": 7.7, "away_pressing_actions_per_90": 7.3, "home_key_passes_projected": 5.3, "away_key_passes_projected": 4.9, "home_throughball_threat": 2.5, "away_throughball_threat": 2.3, "key_personal_duel": "Enzo Fernández vs Dan Ndoye", "midfield_lambda_factor_home": 1.011, "midfield_lambda_factor_away": 0.99 }, "formation_analysis": { "home_formation": "4-3-1-2", "away_formation": "4-2-3-1", "home_tactical_bonus": -0.02, "away_tactical_bonus": 0.02, "formation_verdict": "Tactical parity between 4-3-1-2 and 4-2-3-1. Match outcome driven primarily by individual player quality." }, "home_lambda": 1.291, "away_lambda": 1.02, "home_top_threat_zones": [ "Attacking Mid vs Double Pivot — Tight Space Battle", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "away_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "Right Wing vs Left Back — Flank Battle" ], "home_player_antagonists": { "Lautaro Martínez": { "opponents": [ "Nico Elvedi", "Manuel Akanji" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Lionel Messi": { "opponents": [ "Fabian Rieder", "Denis Zakaria" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "attacking_duel" }, "Alexis Mac Allister": { "opponents": [ "Fabian Rieder", "Dan Ndoye", "Remo Freuler" ], "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Lisandro Martínez": { "opponents": [ "Rubén Vargas" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Nicolás Tagliafico": { "opponents": [ "Granit Xhaka" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Cristian Romero": { "opponents": [ "Breel Embolo" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Gonzalo Montiel": { "opponents": [ "Breel Embolo" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Enzo Fernández": { "opponents": [ "Fabian Rieder", "Granit Xhaka" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Rodrigo De Paul": { "opponents": [ "Denis Zakaria" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Leandro Paredes": { "opponents": [ "Rubén Vargas" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Emiliano Martínez": { "opponents": [ "Breel Embolo", "Dan Ndoye" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Nico Elvedi": { "opponents": [ "Lautaro Martínez" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Manuel Akanji": { "opponents": [ "Lautaro Martínez" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Fabian Rieder": { "opponents": [ "Lionel Messi", "Alexis Mac Allister", "Enzo Fernández" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "defensive_duel, midfield_pairing" }, "Denis Zakaria": { "opponents": [ "Lionel Messi", "Rodrigo De Paul" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "defensive_duel, midfield_pairing" }, "Rubén Vargas": { "opponents": [ "Lisandro Martínez", "Leandro Paredes" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Dan Ndoye": { "opponents": [ "Alexis Mac Allister" ], "primary_zone": "CAM vs CM", "source": "attacking_duel, midfield_pairing" }, "Granit Xhaka": { "opponents": [ "Nicolás Tagliafico", "Enzo Fernández" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Breel Embolo": { "opponents": [ "Cristian Romero", "Gonzalo Montiel" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Remo Freuler": { "opponents": [ "Alexis Mac Allister" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Gregor Kobel": { "opponents": [ "Lautaro Martínez", "Lionel Messi" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Ricardo Rodríguez": { "opponents": [ "Lautaro Martínez" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Midfield is evenly contested — Enzo Fernández vs Dan Ndoye will be the pivotal duel. Total antagonist xG — Home: 0.63, Away: 0.92. Home danger zone: Attacking Mid vs Double Pivot — Tight Space Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.", "lambda_factors": { "home_gk_opposition_factor": 0.8678, "away_gk_opposition_factor": 0.9686, "home_set_piece_bonus": 0.0257, "away_set_piece_bonus": 0.0901, "home_defensive_solidity_vs": 0.997, "away_defensive_solidity_vs": 0.9434, "home_midfield_factor": 1.011, "away_midfield_factor": 0.99, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.677, "away_avg_quality": 0.5482, "avg_quality_gap": 0.1288, "squad_value_gap_log": 1.0149, "top5_value_gap_log": 1.1483, "attack_value_gap_log": 0.9305, "elite_count_gap": 5, "combined_quality_gap": 0.2222, "stronger_lambda_boost": 0.4888, "weaker_lambda_suppression": 0.311, "home_bench_lambda_bonus": 0.0577, "away_bench_lambda_bonus": 0.0441, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": true, "competitive_underdog_floor": 1.02, "pre_competitive_floor_home_lambda": 1.291, "pre_competitive_floor_away_lambda": 0.786, "pre_calibration_home_lambda": 1.2907, "pre_calibration_away_lambda": 0.7861, "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": 1.291, "final_away_lambda": 1.02 } }, "home_standing": { "available": false, "team_position": null, "opponent_position": null, "standing_lambda_multiplier": 1.0, "attack_index": null, "defense_concede_index": null, "form_multiplier": null, "team_attack_rate_contextual": null, "opp_defense_rate_contextual": null, "team_ppg": null, "opponent_ppg": null }, "away_standing": { "available": false, "team_position": null, "opponent_position": null, "standing_lambda_multiplier": 1.0, "attack_index": null, "defense_concede_index": null, "form_multiplier": null, "team_attack_rate_contextual": null, "opp_defense_rate_contextual": null, "team_ppg": null, "opponent_ppg": null }, "timestamp": "2026-07-11T13:30:58Z" }