{ "match_info": { "home_team": "Switzerland", "away_team": "BiH", "tournament": "FIFA World Cup", "date": "20260618", "timezone": "America/New_York", "home_formation": "4-3-3", "away_formation": "4-4-2" }, "prediction": { "most_likely_score": "1-1", "home_goals": 1, "away_goals": 1, "most_likely_score_probability": 0.1017, "top_5_scorelines": [ { "score": "1-1", "probability": 0.1017 }, { "score": "2-1", "probability": 0.0994 }, { "score": "1-0", "probability": 0.0965 }, { "score": "2-0", "probability": 0.0947 }, { "score": "3-1", "probability": 0.0649 } ], "scoreline_probabilities": { "0-0": 0.0496, "0-1": 0.0517, "0-2": 0.0272, "0-3": 0.0095, "0-4": 0.0025, "0-5": 0.0005, "1-0": 0.0965, "1-1": 0.1017, "1-2": 0.0533, "1-3": 0.0187, "1-4": 0.0049, "1-5": 0.001, "2-0": 0.0947, "2-1": 0.0994, "2-2": 0.0522, "2-3": 0.0183, "2-4": 0.0048, "2-5": 0.001, "3-0": 0.0618, "3-1": 0.0649, "3-2": 0.0341, "3-3": 0.0119, "3-4": 0.0031, "3-5": 0.0007, "4-0": 0.0302, "4-1": 0.0318, "4-2": 0.0167, "4-3": 0.0058, "4-4": 0.0015, "5-0": 0.0118, "5-1": 0.0124, "5-2": 0.0065, "5-3": 0.0023, "5-4": 0.0006, "6-0": 0.0039, "6-1": 0.0041, "6-2": 0.0021, "6-3": 0.0007, "7-0": 0.0011, "7-1": 0.0011, "7-2": 0.0006 }, "outcome": { "home_win": 0.5846, "draw": 0.2171, "away_win": 0.1983 }, "markets": { "over_2_5_goals": 0.5786, "under_2_5_goals": 0.4214, "btts_yes": 0.5585, "btts_no": 0.4415, "home_clean_sheet": 0.3499, "away_clean_sheet": 0.1411 }, "home_ratings": { "DR": 84.91, "MCR": 86.31, "ATR": 83.93, "GK": 93.34 }, "away_ratings": { "DR": 80.23, "MCR": 80.72, "ATR": 77.14, "GK": 83.32 }, "insights": { "summary": "Antagonist matchup analysis for Switzerland vs BiH. Most likely scoreline: 1-1. Lambdas derived from 5 home and 4 away individual player duels.", "key_player": "Projected scorer(s): Breel Embolo, Jovo Lukić", "tactical_analysis": "Tactical parity between 4-3-3 and 4-4-2. Match outcome driven primarily by individual player quality. Home midfield dominates with ~52% possession expected (Dan Ndoye vs Benjamin Tahirović). Total antagonist xG — Home: 1.87, Away: 0.33. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Right Mid vs Left Back — Wide Channel." }, "confidence": 0.78, "home_lambda": 1.958, "away_lambda": 1.05 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.5846, "draw": 0.2171, "away_win": 0.1983 }, "favorite": "Switzerland", "favorite_win_probability": 0.5846, "fair_spread": 0.908, "fair_total": 3.008, "prop_estimates": [ { "market": "team_total_goals", "selection": "Switzerland", "estimate": 1.958, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "BiH", "estimate": 1.05, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.5786, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.5585, "unit": "probability" }, { "market": "clean_sheet", "selection": "Switzerland", "estimate": 1.0, "probability": 0.3499, "unit": "probability" }, { "market": "clean_sheet", "selection": "BiH", "estimate": 1.0, "probability": 0.1411, "unit": "probability" }, { "market": "anytime_goal", "selection": "Breel Embolo (Switzerland)", "estimate": 0.7609, "probability": 0.5502, "unit": "xG" }, { "market": "anytime_goal", "selection": "Jovo Lukić (BiH)", "estimate": 0.5065, "probability": 0.5397, "unit": "xG" }, { "market": "assist", "selection": "Breel Embolo (Switzerland)", "estimate": 0.4931, "probability": 0.1838, "unit": "xA" }, { "market": "assist", "selection": "Sead Kolašinac (BiH)", "estimate": 0.3974, "probability": 0.1178, "unit": "xA" } ], "expected_pace": { "tempo": "high", "expected_total_goals": 3.008, "expected_total_shots": 31, "expected_total_passes": 823, "expected_pressing_actions_per_90": 13.9, "possession_home_pct": 52.4, "possession_away_pct": 47.6, "notes": "possession projects near even" }, "expected_game_script": { "favorite": "Switzerland", "favorite_win_probability": 0.5846, "script": "Switzerland is the fair winner side, but the baseline remains favorite-led: fair spread +0.91 goals and fair total 3.01.", "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 16 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; BiH must keep the match inside one goal.", "late_game": "A Switzerland lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live." }, "key_matchup_thesis": "Switzerland chance creation leans on Breel Embolo against Amar Dedić in Left Wing vs Right Back — Flank Battle; possession projects near even.", "expected_rotation_usage_behavior": [ "Switzerland: starters carry the main goal usage through Breel Embolo; bench watchlist: Johan Manzambi, Ardon Jashari, Noah Okafor.", "BiH: starters carry the main goal usage through Jovo Lukić; bench watchlist: Kerim Alajbegović, Ermin Mahmic, Nidal Čelik.", "Assist usage should flow through Rubén Vargas, Ivan Bašić; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Switzerland tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects high tempo, about 16 total first-half shots, and 1.50 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 BiH is chasing, transition and set-piece volume become the primary live deviation signal." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Switzerland.", "BiH 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": { "Switzerland": { "formation": "4-3-3", "players": { "Gregor Kobel": { "player_id": 556866, "position": "G", "position_depth": "G", "is_starter": true, "shirt_number": 1, "height": 193, "market_value": 41000000, "stats": { "saves": 3, "goals_prevented": 0.0, "rating": 93.3413, "minutes": 92, "total_pass": 23, "accurate_pass": 19, "total_long_balls": 16, "accurate_long_balls": 7, "touches": 46, "clearances": 1, "ball_recovery": 8, "high_claims": 1, "punches": 0.0, "aerial_won": 0, "sweeper_actions": 2, "sweeper_accurate": 2, "saves_inside_box": 2, "possession_lost": 8.5017, "duels_won": 0, "duels_lost": 1, "total_contest": 0, "won_contest": 0, "fouls": 0, "fouls_drawn": 0, "total_own_half_passes": 26, "accurate_own_half_passes": 24, "assists": 0, "expected_assists": 0.0001, "total_shots": 0, "expected_saves": 0.69, "high_pressure_saves": 0.26, "shots_faced": 1.5, "opponent_faced": "Esmir Bajraktarević, Ivan Bašić", "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": 86.0 }, "latest_10_games": [ { "match_id": 15186526, "match_date": "2026-06-13", "home_team": "Qatar", "away_team": "Switzerland", "team_side": "away", "is_starting_11": 1, "team": "Switzerland", "opponent": "Qatar", "stats": { "minutes": 90, "rating": 7.2, "assists": 0, "expected_assists": 0.0001, "total_shots": 0, "total_pass": 18, "accurate_pass": 16, "clearances": 1, "ball_recovery": 8, "saves": 3, "goals_prevented": -0.5358 }, "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": 14065561, "match_date": "2026-05-16", "home_team": "SV Werder Bremen", "away_team": "Borussia Dortmund", "team_side": "away", "is_starting_11": 1, "team": "Borussia Dortmund", "opponent": "SV Werder Bremen", "stats": { "minutes": 90, "rating": 7.3, "assists": 0, "expected_assists": 0.0013, "total_shots": 0, "total_pass": 33, "accurate_pass": 25, "clearances": 1, "ball_recovery": 11, "saves": 3, "goals_prevented": 0.1778 }, "has_player_stats": true, "league_name": "Bundesliga", "league_id": "35", "league_slug": "bundesliga", "league_country": "Germany", "season_id": "77333", "season_name": "Bundesliga 25/26", "season_year": "25/26" }, { "match_id": 14065245, "match_date": "2026-05-08", "home_team": "Borussia Dortmund", "away_team": "Eintracht Frankfurt", "team_side": "home", "is_starting_11": 1, "team": "Borussia Dortmund", "opponent": "Eintracht Frankfurt", "stats": { "minutes": 90, "rating": 6.8, "assists": 0, "expected_assists": 0.0028, "total_shots": 0, "total_pass": 32, "accurate_pass": 29, "clearances": 1, "ball_recovery": 4, "saves": 2, "goals_prevented": -0.0674 }, "has_player_stats": true, "league_name": "Bundesliga", "league_id": "35", "league_slug": "bundesliga", "league_country": "Germany", "season_id": "77333", "season_name": "Bundesliga 25/26", "season_year": "25/26" }, { "match_id": 14065243, "match_date": "2026-05-03", "home_team": "Borussia M'gladbach", "away_team": "Borussia Dortmund", "team_side": "away", "is_starting_11": 1, "team": "Borussia Dortmund", "opponent": "Borussia M'gladbach", "stats": { "minutes": 90, "rating": 7.2, "assists": 0, "expected_assists": 0.0022, "total_shots": 0, "total_pass": 33, "accurate_pass": 20, "ball_recovery": 7, "saves": 3, "goals_prevented": 0.5014 }, "has_player_stats": true, "league_name": "Bundesliga", "league_id": "35", "league_slug": "bundesliga", "league_country": "Germany", "season_id": "77333", "season_name": "Bundesliga 25/26", "season_year": "25/26" }, { "match_id": 14065228, "match_date": "2026-04-26", "home_team": "Borussia Dortmund", "away_team": "SC Freiburg", "team_side": "home", "is_starting_11": 1, "team": "Borussia Dortmund", "opponent": "SC Freiburg", "stats": { "minutes": 90, "rating": 8.0, "assists": 0, "expected_assists": 0.0051, "total_shots": 0, "total_pass": 43, "accurate_pass": 33, "ball_recovery": 10, "saves": 4, "goals_prevented": 1.2582 }, "has_player_stats": true, "league_name": "Bundesliga", "league_id": "35", "league_slug": "bundesliga", "league_country": "Germany", "season_id": "77333", "season_name": "Bundesliga 25/26", "season_year": "25/26" }, { "match_id": 13233687, "match_date": "2025-11-18", "home_team": "Kosovo", "away_team": "Switzerland", "team_side": "away", "is_starting_11": 1, "team": "Switzerland", "opponent": "Kosovo", "stats": { "minutes": 90, "rating": 6.8, "assists": 0, "total_shots": 0, "total_pass": 40, "accurate_pass": 29, "clearances": 1, "ball_recovery": 10, "saves": 3 }, "has_player_stats": true, "league_name": "World Cup Qual. UEFA", "league_id": "11", "league_slug": "world-championship-qual-uefa", "league_country": "Europe", "season_id": "69427", "season_name": "World Cup Qualification, UEFA 2026", "season_year": "2026" } ], "ranking": { "global_player_rank": 2049, "combined_rank_score": 288.0, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 473.0, "sofascore_rating": 6.85, "sofascore_appearances": 6.0, "fifa_rank": 103.0, "fifa_overall": 86.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 2, "squad_role": "starter", "projected_match_rating": 7.3413, "source_file": "data/player_rankings.csv", "player_name": "Gregor Kobel", "ranking_neighbors": { "upper": [ { "player_name": "Hyeok-chan Son", "ranking": 2044 }, { "player_name": "Alisher Odilov", "ranking": 2045 }, { "player_name": "Akmal Muzaffarov", "ranking": 2046 }, { "player_name": "Juan Viacava", "ranking": 2047 }, { "player_name": "Raniele", "ranking": 2048 } ], "lower": [ { "player_name": "Daniel Horák", "ranking": 2050 }, { "player_name": "Sota Nakamura", "ranking": 2051 }, { "player_name": "Francesco Antonucci", "ranking": 2052 }, { "player_name": "Albert Labík", "ranking": 2053 }, { "player_name": "Mohammed Al-Thani", "ranking": 2054 } ] } } }, "Rubén Vargas": { "player_id": 872919, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 17, "height": 179, "market_value": 11100000, "stats": { "key_pass": 4, "expected_assists": 0.33, "assists": 1, "expected_goals": 0.2088, "rating": 82.6005, "minutes": 70, "total_pass": 27, "accurate_pass": 25, "ball_recovery": 2, "duels_won": 7, "total_shots": 2, "total_long_balls": 1, "accurate_long_balls": 1, "total_own_half_passes": 9, "accurate_own_half_passes": 8, "total_opp_half_passes": 13, "accurate_opp_half_passes": 11, "crosses_total": 3, "crosses_accurate": 1, "touches": 37, "possession_lost": 9.0953, "dispossessed": 1.0106, "duels_lost": 2, "aerial_won": 1, "aerial_lost": 0, 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"away_team": "Switzerland", "team_side": "away", "is_starting_11": 1, "team": "Switzerland", "opponent": "Qatar", "stats": { "minutes": 79, "rating": 7.9, "assists": 0, "expected_goals": 0.3682, "expected_assists": 0.5834, "total_shots": 3, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 29, "accurate_pass": 27, "key_pass": 5, "tackles": 1, "tackles_won": 1, "aerial_won": 1, "duels_won": 8, "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": 14083715, "match_date": "2026-05-23", "home_team": "Celta Vigo", "away_team": "Sevilla", "team_side": "away", "is_starting_11": 0, "team": "Sevilla", "opponent": "Celta Vigo", "stats": { "minutes": 26, "rating": 6.7, "assists": 0, "expected_goals": 0.0792, "expected_assists": 0.0506, "total_shots": 3, "shots_off_target": 2, 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"match_id": 14083644, "match_date": "2026-05-13", "home_team": "Villarreal", "away_team": "Sevilla", "team_side": "away", "is_starting_11": 1, "team": "Sevilla", "opponent": "Villarreal", "stats": { "minutes": 67, "rating": 6.8, "assists": 1, "expected_goals": 0.0288, "expected_assists": 0.1584, "total_shots": 1, "total_pass": 31, "accurate_pass": 26, "key_pass": 2, "tackles": 2, "tackles_won": 1, "duels_won": 6, "ball_recovery": 3 }, "has_player_stats": true, "league_name": "LaLiga", "league_id": "8", "league_slug": "laliga", "league_country": "Spain", "season_id": "77559", "season_name": "LaLiga 25/26", "season_year": "25/26" }, { "match_id": 13233687, "match_date": "2025-11-18", "home_team": "Kosovo", "away_team": "Switzerland", "team_side": "away", "is_starting_11": 1, "team": "Switzerland", "opponent": "Kosovo", "stats": { "minutes": 69, "rating": 7.1, "goal_rate": 1.0, "goals": 1, "assists": 0, "total_shots": 1, "shots_on_target": 1, "total_pass": 27, "accurate_pass": 23, 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"lower": [ { "player_name": "Zeki Amdouni", "ranking": 16345 }, { "player_name": "Lucas Stassin", "ranking": 16346 }, { "player_name": "André Silva", "ranking": 16347 }, { "player_name": "Albert Sambi Lokonga", "ranking": 16348 }, { "player_name": "Marash Kumbulla", "ranking": 16349 } ] } } }, "Dan Ndoye": { "player_id": 944327, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 11, "height": 184, "market_value": 31000000, "stats": { "key_pass": 1, "expected_assists": 0.0818, "assists": 0, "expected_goals": 0.2138, "rating": 85.5806, "minutes": 70, "total_pass": 24, "accurate_pass": 19, "ball_recovery": 3, "duels_won": 6, "total_shots": 5, "total_long_balls": 2, "accurate_long_balls": 2, "total_own_half_passes": 9, "accurate_own_half_passes": 8, "total_opp_half_passes": 24, "accurate_opp_half_passes": 18, "crosses_total": 2, "crosses_accurate": 1, "touches": 51, "possession_lost": 13.8772, "dispossessed": 2.1349, "duels_lost": 7, "aerial_won": 1, "aerial_lost": 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UEFA", "league_id": "11", "league_slug": "world-championship-qual-uefa", "league_country": "Europe", "season_id": "69427", "season_name": "World Cup Qualification, UEFA 2026", "season_year": "2026" } ], "ranking": { "global_player_rank": 19324, "combined_rank_score": 3484.0, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 555.0, "sofascore_rating": 6.7857, "sofascore_appearances": 7.0, "fifa_rank": 6413.0, "fifa_overall": 69.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 17, "squad_role": "substitute", "projected_match_rating": 6.2008, "source_file": "data/player_rankings.csv", "player_name": "Samed Baždar", "ranking_neighbors": { "upper": [ { "player_name": "Maryan Shved", "ranking": 19319 }, { "player_name": "Matias Sepulveda", "ranking": 19320 }, { "player_name": "Rafik Guitane", "ranking": 19321 }, { "player_name": "Byron Castillo", "ranking": 19322 }, { "player_name": "Tomás Alarcón", "ranking": 19323 } ], "lower": [ { "player_name": "Marius Lode", "ranking": 19325 }, { "player_name": "Žan Celar", "ranking": 19326 }, { "player_name": "Jan Hurtado", "ranking": 19327 }, { "player_name": "Ontiveros", "ranking": 19328 }, { "player_name": "Dennis Politic", "ranking": 19329 } ] } } } }, "team_totals": { "projected_goals": 1, "expected_goals": 1.05, "expected_assists": 0.79, "total_shots": 11, "shots_on_target": 6, "total_passes": 271, "interceptions": 11, "tackles": 19, "avg_rating": 79.8, "possession_estimated_pct": 47.6, "pressing_actions_per_90": 6.4 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Breel Embolo", "attacker_role": "LW", "attacker_market_value": 13600000, "attacker_height": 185, "attacker_skill_quality": 0.564, "defenders": [ "Amar Dedić" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.585, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.491, "xg_contribution": 1.0003, "shots_in_zone": 2.0, "dribbles_attempted": 4, "dribbles_successful": 1.7, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 2.1, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Amar Dedić", "role": "RB", "market_value": 15500000, "tackles_attempted": 2.1, "tackles_won": 1.7, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.8, "aerial_duels_won": 0.8, "defensive_success_rate": 0.509 } ], "duel_analysis": "Breel Embolo (LW) is evenly matched against Amar Dedić in a direct 1v1 contest. Duel win probability: 49%. Projected xG contribution: 1.000 — with neither side clearly dominant." }, { "attacker": "Michel Aebischer", "attacker_role": "RW", "attacker_market_value": 4200000, "attacker_height": 182, "attacker_skill_quality": 0.452, "defenders": [ "Sead Kolašinac" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.452, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.476, "xg_contribution": 0.1783, "shots_in_zone": 1.9, "dribbles_attempted": 3, "dribbles_successful": 1.3, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 1.9, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Sead Kolašinac", "role": "LB", "market_value": 4200000, "tackles_attempted": 1.9, "tackles_won": 1.6, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.6, "aerial_duels_won": 0.9, "defensive_success_rate": 0.524 } ], "duel_analysis": "Michel Aebischer (RW) is evenly matched against Sead Kolašinac in a direct 1v1 contest. Duel win probability: 48%. Projected xG contribution: 0.178 — with neither side clearly dominant." }, { "attacker": "Remo Freuler", "attacker_role": "ST", "attacker_market_value": 3100000, "attacker_height": 181, "attacker_skill_quality": 0.439, "defenders": [ "Tarik Muharemović", "Nikola Katić" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.559, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.2, "shots_in_zone": 2.0, "dribbles_attempted": 2, "dribbles_successful": 0.3, "aerial_duels": 3, "aerial_won": 1.6, "crosses_in_zone": 0.0, "fouls_drawn": 1.5, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Tarik Muharemović", "role": "CB", "market_value": 27000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 1.0, "aerial_duels_won": 0.7, "defensive_success_rate": 0.82 }, { "player": "Nikola Katić", "role": "CB", "market_value": 1900000, "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": 0.7, "defensive_success_rate": 0.82 } ], "duel_analysis": "Remo Freuler (ST) is heavily outmatched defensively against Tarik Muharemović and Nikola Katić in a 2-defender block. Duel win probability: 18%. Projected xG contribution: 0.200 — with very limited chance creation expected." }, { "attacker": "Denis Zakaria", "attacker_role": "CDM", "attacker_market_value": 26000000, "attacker_height": 191, "attacker_skill_quality": 0.686, "defenders": [ "Benjamin Tahirović" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.455, "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "numerical_situation": "1v1", "duel_win_rate": 0.504, "xg_contribution": 0.2252, "shots_in_zone": 1.1, "dribbles_attempted": 2, "dribbles_successful": 0.9, "aerial_duels": 2, "aerial_won": 1.3, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Benjamin Tahirović", "role": "CM", "market_value": 4400000, "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": 0.7, "defensive_success_rate": 0.496 } ], "duel_analysis": "Denis Zakaria (CDM) is slightly favored against Benjamin Tahirović in a direct 1v1 contest. Duel win probability: 50%. The quality gap is significant (€26M vs €4M avg). Projected xG contribution: 0.225 — creating consistent moderate threat." }, { "attacker": "Rubén Vargas", "attacker_role": "CM", "attacker_market_value": 11100000, "attacker_height": 179, "attacker_skill_quality": 0.535, "defenders": [ "Benjamin Tahirović" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.455, "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest", "numerical_situation": "1v1", "duel_win_rate": 0.408, "xg_contribution": 0.269, "shots_in_zone": 1.6, "dribbles_attempted": 2, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Benjamin Tahirović", "role": "CM", "market_value": 4400000, "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": 0.592 } ], "duel_analysis": "Rubén Vargas (CM) faces tough defensive resistance against Benjamin Tahirović in a direct 1v1 contest. Duel win probability: 41%. Projected xG contribution: 0.269 — and is restricted in space and time on the ball." } ], "away_attacking_duels": [ { "attacker": "Ermedin Demirović", "attacker_role": "ST", "attacker_market_value": 20000000, "attacker_height": 184, "attacker_skill_quality": 0.631, "defenders": [ "Manuel Akanji", "Nico Elvedi" ], "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": 0.228, "xg_contribution": 0.0372, "shots_in_zone": 2.2, "dribbles_attempted": 2, "dribbles_successful": 0.4, "aerial_duels": 3, "aerial_won": 1.7, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Manuel Akanji", "role": "CB", "market_value": 15500000, "tackles_attempted": 1.0, "tackles_won": 1.1, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.8, "aerial_duels_won": 0.6, "defensive_success_rate": 0.772 }, { "player": "Nico Elvedi", "role": "CB", "market_value": 7300000, "tackles_attempted": 1.0, "tackles_won": 1.1, "fouls_committed": 0.6, "interceptions_in_zone": 0.8, "clearances_in_zone": 0.7, "aerial_duels_won": 0.6, "defensive_success_rate": 0.772 } ], "duel_analysis": "Ermedin Demirović (ST) is heavily outmatched defensively against Manuel Akanji and Nico Elvedi in a 2-defender block. Duel win probability: 23%. Projected xG contribution: 0.037 — with very limited chance creation expected." }, { "attacker": "Ivan Bašić", "attacker_role": "LM", "attacker_market_value": 1500000, "attacker_height": 178, "attacker_skill_quality": 0.419, "defenders": [ "Granit Xhaka" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.505, "duel_zone": "Left Mid vs Right Back — Wide Channel", "numerical_situation": "1v1", "duel_win_rate": 0.393, "xg_contribution": 0.124, "shots_in_zone": 1.4, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 2.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Granit Xhaka", "role": "RB", "market_value": 8500000, "tackles_attempted": 2.0, "tackles_won": 1.8, "fouls_committed": 0.5, "interceptions_in_zone": 0.8, "clearances_in_zone": 0.5, "aerial_duels_won": 1.0, "defensive_success_rate": 0.607 } ], "duel_analysis": "Ivan Bašić (LM) faces tough defensive resistance against Granit Xhaka in a direct 1v1 contest. Duel win probability: 39%. Projected xG contribution: 0.124 — and is restricted in space and time on the ball." }, { "attacker": "Esmir Bajraktarević", "attacker_role": "RM", "attacker_market_value": 8199999, "attacker_height": 175, "attacker_skill_quality": 0.501, "defenders": [ "Ricardo Rodríguez" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.419, "duel_zone": "Right Mid vs Left Back — Wide Channel", "numerical_situation": "1v1", "duel_win_rate": 0.469, "xg_contribution": 0.1604, "shots_in_zone": 1.6, "dribbles_attempted": 3, "dribbles_successful": 1.2, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 2.1, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Ricardo Rodríguez", "role": "LB", "market_value": 1500000, "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": 0.531 } ], "duel_analysis": "Esmir Bajraktarević (RM) is evenly matched against Ricardo Rodríguez in a direct 1v1 contest. Duel win probability: 47%. Projected xG contribution: 0.160 — with neither side clearly dominant." }, { "attacker": "Benjamin Tahirović", "attacker_role": "CM", "attacker_market_value": 4400000, "attacker_height": 191, "attacker_skill_quality": 0.455, "defenders": [ "Denis Zakaria", "Rubén Vargas" ], "defender_roles": [ "CDM", "CM" ], "def_skill_quality_avg": 0.611, "duel_zone": "CM vs CDM + CM", "numerical_situation": "1v2", "duel_win_rate": 0.254, "xg_contribution": 0.0086, "shots_in_zone": 1.2, "dribbles_attempted": 2, "dribbles_successful": 0.4, "aerial_duels": 2, "aerial_won": 1.3, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Denis Zakaria", "role": "CDM", "market_value": 26000000, "tackles_attempted": 1.1, "tackles_won": 1.1, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.5, "aerial_duels_won": 0.3, "defensive_success_rate": 0.746 }, { "player": "Rubén Vargas", "role": "CM", "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": 0.3, "defensive_success_rate": 0.746 } ], "duel_analysis": "Benjamin Tahirović (CM) is heavily outmatched defensively against Denis Zakaria and Rubén Vargas in a 2-defender block. Duel win probability: 25%. Projected xG contribution: 0.009 — with very limited chance creation expected." } ], "midfield_battle": { "home_midfield_power": 0.632, "away_midfield_power": 0.443, "home_creative_power": 0.484, "away_creative_power": 0.434, "home_defensive_power": 0.606, "away_defensive_power": 0.455, "home_dominance_ratio": 0.588, "home_midfield_count": 6, "away_midfield_count": 3, "home_midfield_players": [ "Rubén Vargas", "Dan Ndoye", "Remo Freuler", "Michel Aebischer", "Granit Xhaka", "Denis Zakaria" ], "away_midfield_players": [ "Benjamin Tahirović", "Ivan Bašić", "Amar Memić" ], "possession_advantage": "home", "estimated_possession_home_pct": 52.4, "estimated_possession_away_pct": 47.6, "home_pressing_actions_per_90": 7.5, "away_pressing_actions_per_90": 6.4, "home_key_passes_projected": 4.4, "away_key_passes_projected": 4.1, "home_throughball_threat": 2.1, "away_throughball_threat": 1.9, "key_personal_duel": "Dan Ndoye vs Benjamin Tahirović", "midfield_lambda_factor_home": 1.022, "midfield_lambda_factor_away": 0.969 }, "formation_analysis": { "home_formation": "4-3-3", "away_formation": "4-4-2", "home_tactical_bonus": 0.05, "away_tactical_bonus": -0.05, "formation_verdict": "Tactical parity between 4-3-3 and 4-4-2. Match outcome driven primarily by individual player quality." }, "home_lambda": 1.958, "away_lambda": 1.05, "home_top_threat_zones": [ "Left Wing vs Right Back — Flank Battle", "Central Mid vs Central Mid — Box-to-Box Midfield Contest" ], "away_top_threat_zones": [ "Right Mid vs Left Back — Wide Channel", "Left Mid vs Right Back — Wide Channel" ], "home_player_antagonists": { "Breel Embolo": { "opponents": [ "Amar Dedić" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel" }, "Michel Aebischer": { "opponents": [ "Sead Kolašinac", "Amar Memić" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Remo Freuler": { "opponents": [ "Tarik Muharemović", "Nikola Katić", "Ivan Bašić" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel, midfield_pairing" }, "Denis Zakaria": { "opponents": [ "Benjamin Tahirović" ], "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Rubén Vargas": { "opponents": [ "Benjamin Tahirović", "Amar Memić" ], "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Manuel Akanji": { "opponents": [ "Ermedin Demirović" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Nico Elvedi": { "opponents": [ "Ermedin Demirović" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Granit Xhaka": { "opponents": [ "Ivan Bašić", "Benjamin Tahirović" ], "primary_zone": "Left Mid vs Right Back — Wide Channel", "source": "defensive_duel, midfield_pairing" }, "Ricardo Rodríguez": { "opponents": [ "Esmir Bajraktarević" ], "primary_zone": "Right Mid vs Left Back — Wide Channel", "source": "defensive_duel" }, "Dan Ndoye": { "opponents": [ "Ivan Bašić" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Gregor Kobel": { "opponents": [ "Jovo Lukić", "Esmir Bajraktarević" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Amar Dedić": { "opponents": [ "Breel Embolo" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Sead Kolašinac": { "opponents": [ "Michel Aebischer" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Tarik Muharemović": { "opponents": [ "Remo Freuler" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Nikola Katić": { "opponents": [ "Remo Freuler" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Benjamin Tahirović": { "opponents": [ "Denis Zakaria", "Rubén Vargas", "Granit Xhaka" ], "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Ermedin Demirović": { "opponents": [ "Manuel Akanji", "Nico Elvedi" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Ivan Bašić": { "opponents": [ "Granit Xhaka", "Dan Ndoye", "Remo Freuler" ], "primary_zone": "Left Mid vs Right Back — Wide Channel", "source": "attacking_duel, midfield_pairing" }, "Esmir Bajraktarević": { "opponents": [ "Ricardo Rodríguez" ], "primary_zone": "Right Mid vs Left Back — Wide Channel", "source": "attacking_duel" }, "Amar Memić": { "opponents": [ "Rubén Vargas", "Michel Aebischer" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Nikola Vasilj": { "opponents": [ "Breel Embolo", "Dan Ndoye" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Jovo Lukić": { "opponents": [ "Manuel Akanji", "Nico Elvedi" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Home midfield dominates with ~52% possession expected (Dan Ndoye vs Benjamin Tahirović). Total antagonist xG — Home: 1.87, Away: 0.33. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Right Mid vs Left Back — Wide Channel.", "lambda_factors": { "home_gk_opposition_factor": 1.0051, "away_gk_opposition_factor": 0.8678, "home_set_piece_bonus": 0.0903, "away_set_piece_bonus": 0.173, "home_defensive_solidity_vs": 0.9618, "away_defensive_solidity_vs": 0.997, "home_midfield_factor": 1.022, "away_midfield_factor": 0.969, "stage_discount": 1.0, "quality_gap_applied": false, "home_avg_quality": 0.5399, "away_avg_quality": 0.504, "avg_quality_gap": 0.0359, "squad_value_gap_log": 0.2852, "top5_value_gap_log": 0.2309, "attack_value_gap_log": 0.7555, "elite_count_gap": 0, "combined_quality_gap": 0.0603, "stronger_lambda_boost": 0.0, "weaker_lambda_suppression": 0.0, "home_bench_lambda_bonus": 0.0527, "away_bench_lambda_bonus": 0.1518, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": true, "competitive_underdog_floor": 1.05, "pre_competitive_floor_home_lambda": 1.958, "pre_competitive_floor_away_lambda": 0.864, "pre_calibration_home_lambda": 1.9577, "pre_calibration_away_lambda": 0.8638, "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": 1.958, "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": "2026-06-18T13:39:10Z" }