{ "match_info": { "home_team": "Germany", "away_team": "Côte d'Ivoire", "tournament": "FIFA World Cup", "date": "20260620", "timezone": "America/New_York", "home_formation": "4-2-3-1", "away_formation": "4-4-2" }, "prediction": { "most_likely_score": "3-0", "home_goals": 3, "away_goals": 0, "most_likely_score_probability": 0.1064, "top_5_scorelines": [ { "score": "3-0", "probability": 0.1064 }, { "score": "4-0", "probability": 0.0941 }, { "score": "2-0", "probability": 0.0902 }, { "score": "3-1", "probability": 0.075 }, { "score": "5-0", "probability": 0.0666 } ], "scoreline_probabilities": { "0-0": 0.0144, "0-1": 0.0102, "0-2": 0.0036, "0-3": 0.0008, "1-0": 0.051, "1-1": 0.0359, "1-2": 0.0127, "1-3": 0.003, "1-4": 0.0005, "2-0": 0.0902, "2-1": 0.0636, "2-2": 0.0224, "2-3": 0.0053, "2-4": 0.0009, "3-0": 0.1064, "3-1": 0.075, "3-2": 0.0264, "3-3": 0.0062, "3-4": 0.0011, "4-0": 0.0941, "4-1": 0.0664, "4-2": 0.0234, "4-3": 0.0055, "4-4": 0.001, "5-0": 0.0666, "5-1": 0.047, "5-2": 0.0166, "5-3": 0.0039, "5-4": 0.0007, "6-0": 0.0393, "6-1": 0.0277, "6-2": 0.0098, "6-3": 0.0023, "7-0": 0.0199, "7-1": 0.014, "7-2": 0.0049, "7-3": 0.0012, "8-0": 0.0088, "8-1": 0.0062, "8-2": 0.0022, "8-3": 0.0005, "9-0": 0.0035, "9-1": 0.0024, "9-2": 0.0009 }, "outcome": { "home_win": 0.8812, "draw": 0.08, "away_win": 0.0388 }, "markets": { "over_2_5_goals": 0.7948, "under_2_5_goals": 0.2052, "btts_yes": 0.4911, "btts_no": 0.5089, "home_clean_sheet": 0.4941, "away_clean_sheet": 0.0291 }, "home_ratings": { "DR": 90.7, "MCR": 92.5, "ATR": 90.34, "GK": 90.49 }, "away_ratings": { "DR": 84.38, "MCR": 88.73, "ATR": 80.73, "GK": 82.51 }, "insights": { "summary": "Antagonist matchup analysis for Germany vs Côte d'Ivoire. Most likely scoreline: 3-0. Lambdas derived from 5 home and 4 away individual player duels.", "key_player": "Projected scorer(s): Kai Havertz (2), Leroy Sané", "tactical_analysis": "4-2-3-1 creates structural superiority against 4-4-2. Home team should exploit wider spaces and numerical advantages in transition. Home midfield dominates with ~53% possession expected (Jamal Musiala vs Amad Diallo). Total antagonist xG — Home: 2.23, Away: 0.59. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Left Mid vs Right Back — Wide Channel." }, "confidence": 0.92, "home_lambda": 3.539, "away_lambda": 0.705 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.8812, "draw": 0.08, "away_win": 0.0388 }, "favorite": "Germany", "favorite_win_probability": 0.8812, "fair_spread": 2.834, "fair_total": 4.244, "prop_estimates": [ { "market": "team_total_goals", "selection": "Germany", "estimate": 3.539, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Côte d'Ivoire", "estimate": 0.705, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.7948, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.4911, "unit": "probability" }, { "market": "clean_sheet", "selection": "Germany", "estimate": 1.0, "probability": 0.4941, "unit": "probability" }, { "market": "clean_sheet", "selection": "Côte d'Ivoire", "estimate": 1.0, "probability": 0.0291, "unit": "probability" }, { "market": "anytime_goal", "selection": "Kai Havertz (Germany)", "estimate": 0.7818, "probability": 0.6747, "unit": "xG" }, { "market": "anytime_goal", "selection": "Elye Wahi (Côte d'Ivoire)", "estimate": 0.2288, "probability": 0.0, "unit": "xG" }, { "market": "assist", "selection": "Joshua Kimmich (Germany)", "estimate": 0.6922, "probability": 0.6399, "unit": "xA" }, { "market": "assist", "selection": "Yan Diomande (Côte d'Ivoire)", "estimate": 0.1837, "probability": 0.0, "unit": "xA" } ], "expected_pace": { "tempo": "high", "expected_total_goals": 4.244, "expected_total_shots": 29, "expected_total_passes": 1081, "expected_pressing_actions_per_90": 16.5, "possession_home_pct": 53.4, "possession_away_pct": 46.6, "notes": "Germany projects to control midfield possession" }, "expected_game_script": { "favorite": "Germany", "favorite_win_probability": 0.8812, "script": "Germany is the fair winner side, but the baseline remains favorite-led: fair spread +2.83 goals and fair total 4.24.", "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 14 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Côte d'Ivoire must keep the match inside one goal.", "late_game": "A Germany lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live." }, "key_matchup_thesis": "Germany chance creation leans on Kai Havertz against Wilfried Singo, Emmanuel Agbadou in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; Germany projects to control midfield possession.", "expected_rotation_usage_behavior": [ "Germany: starters carry the main goal usage through Kai Havertz (2), Leroy Sané; bench watchlist: Nick Woltemade, Lennart Karl, Karim Adeyemi.", "Côte d'Ivoire: starters carry the main goal usage through the highest xG attackers; bench watchlist: Ousmane Diomande, Bazoumana Touré, Ange-Yoan Bonny.", "Assist usage should flow through Joshua Kimmich (2), Florian Wirtz; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Germany tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects high tempo, about 14 total first-half shots, and 2.12 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 Côte d'Ivoire is chasing, transition and set-piece volume become the primary live deviation signal." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Germany.", "Côte d'Ivoire wins the midfield/territory battle beyond the possession baseline.", "Pace collapses: first 25 minutes fall well below the shot and box-entry baseline.", "Set pieces, penalties, or second balls create more danger than the open-play matchup thesis." ], "top_3_risk_factors": [ { "factor": "Low-event scoring variance", "impact": "One penalty, deflection, or missed big chance can overwhelm the fair win probability." }, { "factor": "Late lineup or role change", "impact": "A pregame XI, injury, or tactical role shift can invalidate player prop and usage estimates." }, { "factor": "Discipline and set-piece volatility", "impact": "Cards, fouls in dangerous zones, and corner volume can change the expected game script quickly." } ] }, "teams": { "Germany": { "formation": "4-2-3-1", "players": { "Kai Havertz": { "player_id": 836705, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 7, "height": 193, "market_value": 53000000, "stats": { "expected_goals": 0.7818, "goal_rate": 1.4919, "goals": 2, "shots_on_target": 1, "expected_assists": 0.2284, "key_pass": 1, "rating": 90.3402, "minutes": 76, "total_shots": 2, "duels_won": 2, "aerial_won": 2, "total_pass": 34, "accurate_pass": 31, "total_long_balls": 1, "accurate_long_balls": 0, "total_opp_half_passes": 14, "accurate_opp_half_passes": 12, "crosses_total": 2, "crosses_accurate": 0, "touches": 24, "possession_lost": 5.226, "dispossessed": 1.1002, "duels_lost": 3, "aerial_lost": 2, "total_contest": 1, "won_contest": 0, "ball_recovery": 1, "challenges_lost": 1, "fouls": 1, "fouls_drawn": 1, "assists": 0, "shots_off_target": 1, "interceptions": 1, "tackles_won": 2, "tackles": 2, "clearances": 1, "blocks": 0, "big_chances_created": 2, "big_chances_missed": 1, "xgot": 1.0892, "offsides": 1, "ball_carries": 6, "total_progression": 17, "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": "Wilfried Singo, Emmanuel Agbadou", "opponent_faced": "Wilfried Singo, Emmanuel Agbadou", "antagonist_source": "attacking_duel", "projected_goals": 2, "goal_probability": 0.6747, "projected_assists": 0, "assist_probability": 0.1538, "fifa_overall": 82.0 }, "latest_10_games": [ { "match_id": 15186899, "match_date": "2026-06-14", "home_team": "Germany", "away_team": "Curaçao", "team_side": "home", "is_starting_11": 1, "team": "Germany", "opponent": "Curaçao", "stats": { "minutes": 90, "rating": 8.5, "goal_rate": 2.0, "goals": 2, "assists": 0, "expected_goals": 1.012, "expected_assists": 0.2636, "total_shots": 4, "shots_on_target": 2, "total_pass": 41, "accurate_pass": 38, "key_pass": 1, "interceptions": 1, "clearances": 1, "aerial_won": 1, "duels_won": 2, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "FIFA World Cup", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 14023963, "match_date": "2026-05-24", "home_team": "Crystal Palace", "away_team": "Arsenal", "team_side": "away", "is_starting_11": 0, "team": "Arsenal", "opponent": "Crystal Palace", "stats": { "minutes": 45, "rating": 6.9, "assists": 1, "expected_goals": 0.3989, "expected_assists": 0.1832, "total_shots": 3, "shots_off_target": 1, "total_pass": 16, "accurate_pass": 16, "key_pass": 3, "tackles": 1, "interceptions": 1, "clearances": 1, "duels_won": 1 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 14023950, "match_date": "2026-05-18", "home_team": "Arsenal", "away_team": "Burnley", "team_side": "home", "is_starting_11": 1, "team": "Arsenal", "opponent": "Burnley", "stats": { "minutes": 73, "rating": 7.7, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 0.3932, "expected_assists": 0.3301, "total_shots": 3, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 30, "accurate_pass": 25, "key_pass": 3, "aerial_won": 1, "duels_won": 1, "ball_recovery": 2 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 14023942, "match_date": "2026-05-10", "home_team": "West Ham United", "away_team": "Arsenal", "team_side": "away", "is_starting_11": 0, "team": "Arsenal", "opponent": "West Ham United", "stats": { "minutes": 23, "rating": 6.5, "assists": 0, "expected_assists": 0.0041, "total_shots": 0, "total_pass": 9, "accurate_pass": 6, "tackles": 2, "tackles_won": 2, "aerial_won": 1, "duels_won": 3 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 15632631, "match_date": "2026-04-15", "home_team": "Arsenal", "away_team": "Sporting CP", "team_side": "home", "is_starting_11": 0, "team": "Arsenal", "opponent": "Sporting CP", "stats": { "minutes": 34, "rating": 6.7, "assists": 0, "expected_assists": 0.0204, "total_shots": 0, "total_pass": 16, "accurate_pass": 15, "key_pass": 1, "aerial_won": 3, "duels_won": 3, "ball_recovery": 2 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" }, { "match_id": 15632086, "match_date": "2026-04-07", "home_team": "Sporting CP", "away_team": "Arsenal", "team_side": "away", "is_starting_11": 0, "team": "Arsenal", "opponent": "Sporting CP", "stats": { "minutes": 20, "rating": 7.4, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 0.7525, "expected_assists": 0.0013, "total_shots": 1, "shots_on_target": 1, "total_pass": 5, "accurate_pass": 5, "clearances": 1 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" }, { "match_id": 15631372, "match_date": "2026-03-17", "home_team": "Arsenal", "away_team": "Bayer 04 Leverkusen", "team_side": "home", "is_starting_11": 0, "team": "Arsenal", "opponent": "Bayer 04 Leverkusen", "stats": { "minutes": 21, "rating": 6.8, "assists": 0, "expected_assists": 0.0253, "total_shots": 0, "total_pass": 9, "accurate_pass": 5, "aerial_won": 4, "duels_won": 4 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" }, { "match_id": 15631363, "match_date": "2026-03-11", "home_team": "Bayer 04 Leverkusen", "away_team": "Arsenal", "team_side": "away", "is_starting_11": 0, "team": "Arsenal", "opponent": "Bayer 04 Leverkusen", "stats": { "minutes": 16, "rating": 7.0, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 0.7884, "expected_assists": 0.0016, "total_shots": 1, "shots_on_target": 1, "total_pass": 4, "accurate_pass": 2, "aerial_won": 2, "duels_won": 2 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" } ], "ranking": { "global_player_rank": 1679, "combined_rank_score": 260.5, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 126.0, "sofascore_rating": 7.3333, "sofascore_appearances": 6.0, "fifa_rank": 395.0, "fifa_overall": 82.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 7, "squad_role": "starter", "projected_match_rating": 8.3402, "source_file": "data/player_rankings.csv", "player_name": "Kai Havertz", "ranking_neighbors": { "upper": [ { "player_name": "Jonatás Noro", "ranking": 1674 }, { "player_name": "Matthew Corcoran", "ranking": 1675 }, { "player_name": "Stefan Tomović", "ranking": 1676 }, { "player_name": "Hamidou Kante", "ranking": 1677 }, { "player_name": "Angelo Mina", "ranking": 1678 } ], "lower": [ { "player_name": "Adam Ennafati", "ranking": 1680 }, { "player_name": "Ahmed Nadhir Benbouali", "ranking": 1681 }, { "player_name": "Carlos Baleba", "ranking": 1682 }, { "player_name": "Asbjorn Bøndergaard", "ranking": 1683 }, { "player_name": "Jean Pedroso", "ranking": 1684 } ] } } }, "Jamal Musiala": { "player_id": 1010231, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 10, "height": 184, "market_value": 97000000, "stats": { "key_pass": 2, "expected_assists": 0.0771, "assists": 0, "expected_goals": 0.2735, "rating": 95.8027, "minutes": 64, "total_pass": 25, "accurate_pass": 15, "ball_recovery": 2, "duels_won": 8, "total_shots": 2, "total_long_balls": 1, "accurate_long_balls": 1, "total_own_half_passes": 7, "accurate_own_half_passes": 7, "total_opp_half_passes": 17, "accurate_opp_half_passes": 13, "crosses_total": 0, "crosses_accurate": 0, "touches": 38, "possession_lost": 9.2208, "dispossessed": 2.2353, "duels_lost": 5, "aerial_won": 1, "aerial_lost": 3, "interceptions": 1, "tackles_won": 2, "tackles": 3, "clearances": 1, "total_contest": 3, "won_contest": 4, "challenges_lost": 2, "fouls": 1, "fouls_drawn": 2, "goal_rate": 1.0353, "goals": 0, "shots_on_target": 1, "shots_off_target": 1, "blocks": 1, "big_chances_created": 0, "big_chances_missed": 1, "xgot": 0.6035, "ball_carries": 10, "total_progression": 40, "progressive_carries": 2, "dribbles_attempted": 4, "dribbles_successful": 2.5, "crosses_attempted": 2.7, "duel_win_rate": 0.718, "pressing_faced": "LOW", "matchup_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "opponent_defenders": "Ghislain Konan", "opponent_faced": "Ghislain Konan", "antagonist_source": "attacking_duel, midfield_pairing", "projected_goals": 0, "goal_probability": 0.2644, "projected_assists": 0, "assist_probability": 0.2403, "fifa_overall": 88.0 }, "latest_10_games": [ { "match_id": 15186899, "match_date": "2026-06-14", "home_team": "Germany", "away_team": "Curaçao", "team_side": "home", "is_starting_11": 1, "team": "Germany", "opponent": "Curaçao", "stats": { "minutes": 64, "rating": 8.1, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 0.2898, "expected_assists": 0.0773, "total_shots": 3, "shots_on_target": 1, "total_pass": 26, "accurate_pass": 13, "key_pass": 2, "tackles": 3, "tackles_won": 2, "duels_won": 9, "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": 14065556, "match_date": "2026-05-16", "home_team": "FC Bayern München", "away_team": "1. FC Köln", "team_side": "home", "is_starting_11": 1, "team": "FC Bayern München", "opponent": "1. FC Köln", "stats": { "minutes": 70, "rating": 6.2, "assists": 0, "expected_goals": 0.3748, "expected_assists": 0.0286, "total_shots": 2, "shots_off_target": 1, "total_pass": 22, "accurate_pass": 18, "key_pass": 1, "tackles": 3, "tackles_won": 2, "duels_won": 4, "ball_recovery": 1 }, "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": 14065251, "match_date": "2026-05-09", "home_team": "VfL Wolfsburg", "away_team": "FC Bayern München", "team_side": "away", "is_starting_11": 1, "team": "FC Bayern München", "opponent": "VfL Wolfsburg", "stats": { "minutes": 76, "rating": 6.2, "assists": 0, "expected_goals": 0.3382, "expected_assists": 0.2125, "total_shots": 3, "shots_on_target": 3, "total_pass": 32, "accurate_pass": 28, "key_pass": 4, "tackles": 1, "duels_won": 1, "ball_recovery": 3 }, "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": 15632634, "match_date": "2026-05-06", "home_team": "FC Bayern München", "away_team": "Paris Saint-Germain", "team_side": "home", "is_starting_11": 1, "team": "FC Bayern München", "opponent": "Paris Saint-Germain", "stats": { "minutes": 79, "rating": 6.9, "assists": 0, "expected_goals": 0.1737, "expected_assists": 0.0322, "total_shots": 3, "shots_on_target": 1, "shots_off_target": 2, "total_pass": 23, "accurate_pass": 19, "tackles": 1, "tackles_won": 1, "interceptions": 1, "duels_won": 7 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" }, { "match_id": 14065232, "match_date": "2026-05-02", "home_team": "FC Bayern München", "away_team": "1. 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"attacker_market_value": 97000000, "attacker_height": 184, "attacker_skill_quality": 0.892, "defenders": [ "Ghislain Konan" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.435, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.718, "xg_contribution": 0.3374, "shots_in_zone": 2.5, "dribbles_attempted": 4, "dribbles_successful": 2.5, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.7, "fouls_drawn": 1.0, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Ghislain Konan", "role": "RB", "market_value": 2800000, "tackles_attempted": 1.9, "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": 0.282 } ], "duel_analysis": "Jamal Musiala (LW) has a clear attacking advantage against Ghislain Konan in a direct 1v1 contest. Duel win probability: 72%. The quality gap is significant (€97M vs €3M avg). Projected xG contribution: 0.337 — and projects to generate high-quality chances." }, { "attacker": "Leroy Sané", "attacker_role": "RW", "attacker_market_value": 22000000, "attacker_height": 184, "attacker_skill_quality": 0.65, "defenders": [ "Guéla Doué" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.641, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.472, "xg_contribution": 0.6638, "shots_in_zone": 1.9, "dribbles_attempted": 4, "dribbles_successful": 1.7, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.3, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Guéla Doué", "role": "LB", "market_value": 21000000, "tackles_attempted": 2.1, "tackles_won": 1.7, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.9, "aerial_duels_won": 0.9, "defensive_success_rate": 0.528 } ], "duel_analysis": "Leroy Sané (RW) is evenly matched against Guéla Doué in a direct 1v1 contest. Duel win probability: 47%. Projected xG contribution: 0.664 — with neither side clearly dominant." }, { "attacker": "Florian Wirtz", "attacker_role": "CAM", "attacker_market_value": 95000000, "attacker_height": 175, "attacker_skill_quality": 0.891, "defenders": [ "Franck Kessié" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.532, "duel_zone": "CAM vs CM", "numerical_situation": "1v1", "duel_win_rate": 0.55, "xg_contribution": 0.195, "shots_in_zone": 2.6, "dribbles_attempted": 3, "dribbles_successful": 1.5, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 0.0, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Franck Kessié", "role": "CM", "market_value": 10800000, "tackles_attempted": 2.0, "tackles_won": 1.5, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.45 } ], "duel_analysis": "Florian Wirtz (CAM) is slightly favored against Franck Kessié in a direct 1v1 contest. Duel win probability: 55%. The quality gap is significant (€95M vs €11M avg). Projected xG contribution: 0.195 — creating consistent moderate threat." }, { "attacker": "Kai Havertz", "attacker_role": "ST", "attacker_market_value": 53000000, "attacker_height": 193, "attacker_skill_quality": 0.834, "defenders": [ "Wilfried Singo", "Emmanuel Agbadou" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.618, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.305, "xg_contribution": 0.6719, "shots_in_zone": 2.5, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 3, "aerial_won": 2.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Wilfried Singo", "role": "CB", "market_value": 21000000, "tackles_attempted": 1.1, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.9, "aerial_duels_won": 0.5, "defensive_success_rate": 0.695 }, { "player": "Emmanuel Agbadou", "role": "CB", "market_value": 16500000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.8, "aerial_duels_won": 0.5, "defensive_success_rate": 0.695 } ], "duel_analysis": "Kai Havertz (ST) is heavily outmatched defensively against Wilfried Singo and Emmanuel Agbadou in a 2-defender block. Duel win probability: 31%. The quality gap is significant (€53M vs €19M avg). Projected xG contribution: 0.672 — with very limited chance creation expected." }, { "attacker": "Aleksandar Pavlović", "attacker_role": "CDM", "attacker_market_value": 96000000, "attacker_height": 186, "attacker_skill_quality": 0.892, "defenders": [ "Franck Kessié" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.532, "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "numerical_situation": "1v1", "duel_win_rate": 0.574, "xg_contribution": 0.3589, "shots_in_zone": 1.2, "dribbles_attempted": 2, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Franck Kessié", "role": "CM", "market_value": 10800000, "tackles_attempted": 2.0, "tackles_won": 1.5, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.5, "aerial_duels_won": 0.8, "defensive_success_rate": 0.426 } ], "duel_analysis": "Aleksandar Pavlović (CDM) is slightly favored against Franck Kessié in a direct 1v1 contest. Duel win probability: 57%. The quality gap is significant (€96M vs €11M avg). Projected xG contribution: 0.359 — creating consistent moderate threat." } ], "away_attacking_duels": [ { "attacker": "Yan Diomande", "attacker_role": "ST", "attacker_market_value": 99000000, "attacker_height": 180, "attacker_skill_quality": 0.893, "defenders": [ "Jonathan Tah", "Nico Schlotterbeck" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.766, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.207, "xg_contribution": 0.1147, "shots_in_zone": 2.1, "dribbles_attempted": 2, "dribbles_successful": 0.4, "aerial_duels": 3, "aerial_won": 1.6, "crosses_in_zone": 0.0, "fouls_drawn": 1.9, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Jonathan Tah", "role": "CB", "market_value": 26000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 1.0, "aerial_duels_won": 0.7, "defensive_success_rate": 0.793 }, { "player": "Nico Schlotterbeck", "role": "CB", "market_value": 57000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 1.2, "aerial_duels_won": 0.7, "defensive_success_rate": 0.793 } ], "duel_analysis": "Yan Diomande (ST) is heavily outmatched defensively against Jonathan Tah and Nico Schlotterbeck in a 2-defender block. Duel win probability: 21%. The quality gap is significant (€99M vs €42M avg). Projected xG contribution: 0.115 — with very limited chance creation expected." }, { "attacker": "Seko Fofana", "attacker_role": "LM", "attacker_market_value": 8800000, "attacker_height": 184, "attacker_skill_quality": 0.508, "defenders": [ "Joshua Kimmich" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.77, "duel_zone": "Left Mid vs Right Back — Wide Channel", "numerical_situation": "1v1", "duel_win_rate": 0.374, "xg_contribution": 0.1951, "shots_in_zone": 1.4, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.2, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Joshua Kimmich", "role": "RB", "market_value": 38000000, "tackles_attempted": 2.2, "tackles_won": 2.1, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.626 } ], "duel_analysis": "Seko Fofana (LM) faces tough defensive resistance against Joshua Kimmich in a direct 1v1 contest. Duel win probability: 37%. The quality gap is significant (€9M vs €38M avg). Projected xG contribution: 0.195 — and is restricted in space and time on the ball." }, { "attacker": "Nicolas Pépé", "attacker_role": "RM", "attacker_market_value": 6600000, "attacker_height": 183, "attacker_skill_quality": 0.482, "defenders": [ "Nathaniel Brown" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.764, "duel_zone": "Right Mid vs Left Back — Wide Channel", "numerical_situation": "1v1", "duel_win_rate": 0.349, "xg_contribution": 0.1914, "shots_in_zone": 1.4, "dribbles_attempted": 3, "dribbles_successful": 0.9, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.1, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Nathaniel Brown", "role": "LB", "market_value": 37000000, "tackles_attempted": 2.2, "tackles_won": 2.1, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.651 } ], "duel_analysis": "Nicolas Pépé (RM) faces tough defensive resistance against Nathaniel Brown in a direct 1v1 contest. Duel win probability: 35%. The quality gap is significant (€7M vs €37M avg). Projected xG contribution: 0.191 — and is restricted in space and time on the ball." }, { "attacker": "Franck Kessié", "attacker_role": "CM", "attacker_market_value": 10800000, "attacker_height": 183, "attacker_skill_quality": 0.532, "defenders": [ "Aleksandar Pavlović" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.892, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.276, "xg_contribution": 0.0915, "shots_in_zone": 1.3, "dribbles_attempted": 2, "dribbles_successful": 0.5, "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": "Aleksandar Pavlović", "role": "CDM", "market_value": 96000000, "tackles_attempted": 2.3, "tackles_won": 2.4, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.724 } ], "duel_analysis": "Franck Kessié (CM) is heavily outmatched defensively against Aleksandar Pavlović in a direct 1v1 contest. Duel win probability: 28%. The quality gap is significant (€11M vs €96M avg). Projected xG contribution: 0.091 — with very limited chance creation expected." } ], "midfield_battle": { "home_midfield_power": 0.894, "away_midfield_power": 0.613, "home_creative_power": 0.942, "away_creative_power": 0.686, "home_defensive_power": 0.939, "away_defensive_power": 0.518, "home_dominance_ratio": 0.593, "home_midfield_count": 6, "away_midfield_count": 3, "home_midfield_players": [ "Jamal Musiala", "Leroy Sané", "Aleksandar Pavlović", "Felix Nmecha", "Joshua Kimmich", "Florian Wirtz" ], "away_midfield_players": [ "Franck Kessié", "Seko Fofana", "Amad Diallo" ], "possession_advantage": "home", "estimated_possession_home_pct": 53.4, "estimated_possession_away_pct": 46.6, "home_pressing_actions_per_90": 9.5, "away_pressing_actions_per_90": 7.0, "home_key_passes_projected": 7.2, "away_key_passes_projected": 5.6, "home_throughball_threat": 3.4, "away_throughball_threat": 2.7, "key_personal_duel": "Jamal Musiala vs Amad Diallo", "midfield_lambda_factor_home": 1.041, "midfield_lambda_factor_away": 0.969 }, "formation_analysis": { "home_formation": "4-2-3-1", "away_formation": "4-4-2", "home_tactical_bonus": 0.07, "away_tactical_bonus": -0.04, "formation_verdict": "4-2-3-1 creates structural superiority against 4-4-2. Home team should exploit wider spaces and numerical advantages in transition." }, "home_lambda": 3.539, "away_lambda": 0.705, "home_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "Right Wing vs Left Back — Flank Battle" ], "away_top_threat_zones": [ "Left Mid vs Right Back — Wide Channel", "Right Mid vs Left Back — Wide Channel" ], "home_player_antagonists": { "Jamal Musiala": { "opponents": [ "Ghislain Konan", "Franck Kessié" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Leroy Sané": { "opponents": [ "Guéla Doué", "Seko Fofana" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Florian Wirtz": { "opponents": [ "Franck Kessié" ], "primary_zone": "CAM vs CM", "source": "attacking_duel, midfield_pairing" }, "Kai Havertz": { "opponents": [ "Wilfried Singo", "Emmanuel Agbadou" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Aleksandar Pavlović": { "opponents": [ "Franck Kessié", "Amad Diallo" ], "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Jonathan Tah": { "opponents": [ "Yan Diomande" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Nico Schlotterbeck": { "opponents": [ "Yan Diomande" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Joshua Kimmich": { "opponents": [ "Seko Fofana", "Amad Diallo" ], "primary_zone": "Left Mid vs Right Back — Wide Channel", "source": "defensive_duel, midfield_pairing" }, "Nathaniel Brown": { "opponents": [ "Nicolas Pépé" ], "primary_zone": "Right Mid vs Left Back — Wide Channel", "source": "defensive_duel" }, "Felix Nmecha": { "opponents": [ "Seko Fofana" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Manuel Neuer": { "opponents": [ "Elye Wahi", "Nicolas Pépé" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Ghislain Konan": { "opponents": [ "Jamal Musiala" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Guéla Doué": { "opponents": [ "Leroy Sané" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Franck Kessié": { "opponents": [ "Florian Wirtz", "Aleksandar Pavlović", "Jamal Musiala" ], "primary_zone": "CAM vs CM", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Wilfried Singo": { "opponents": [ "Kai Havertz" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Emmanuel Agbadou": { "opponents": [ "Kai Havertz" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Yan Diomande": { "opponents": [ "Jonathan Tah", "Nico Schlotterbeck" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Seko Fofana": { "opponents": [ "Joshua Kimmich", "Felix Nmecha", "Leroy Sané" ], "primary_zone": "Left Mid vs Right Back — Wide Channel", "source": "attacking_duel, midfield_pairing" }, "Nicolas Pépé": { "opponents": [ "Nathaniel Brown" ], "primary_zone": "Right Mid vs Left Back — Wide Channel", "source": "attacking_duel" }, "Amad Diallo": { "opponents": [ "Aleksandar Pavlović", "Joshua Kimmich" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Yahia Fofana": { "opponents": [ "Kai Havertz", "Florian Wirtz" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Elye Wahi": { "opponents": [ "Nico Schlotterbeck", "Nathaniel Brown" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Home midfield dominates with ~53% possession expected (Jamal Musiala vs Amad Diallo). Total antagonist xG — Home: 2.23, Away: 0.59. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Left Mid vs Right Back — Wide Channel.", "lambda_factors": { "home_gk_opposition_factor": 0.9995, "away_gk_opposition_factor": 1.0051, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.1758, "home_defensive_solidity_vs": 0.9485, "away_defensive_solidity_vs": 0.9049, "home_midfield_factor": 1.041, "away_midfield_factor": 0.969, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.8042, "away_avg_quality": 0.6152, "avg_quality_gap": 0.189, "squad_value_gap_log": 0.801, "top5_value_gap_log": 0.6434, "attack_value_gap_log": 0.8378, "elite_count_gap": 4, "combined_quality_gap": 0.233, "stronger_lambda_boost": 0.5126, "weaker_lambda_suppression": 0.3262, "home_bench_lambda_bonus": 0.0481, "away_bench_lambda_bonus": 0.0548, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": false, "pre_calibration_home_lambda": 3.5391, "pre_calibration_away_lambda": 0.7048, "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": 3.539, "final_away_lambda": 0.705 } }, "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": "2026-06-20T13:37:32Z" }