{ "match_info": { "home_team": "Arsenal", "away_team": "Chelsea", "tournament": "Premier League", "date": "20260906", "timezone": "America/New_York", "home_formation": "4-2-3-1", "away_formation": "3-4-2-1", "lineup_status": "unconfirmed_official", "lineup_source": "/matches/get-lineups", "lineup_confirmed": false, "lineup_confidence": 0.75 }, "prediction": { "most_likely_score": "1-1", "home_goals": 1, "away_goals": 1, "most_likely_score_probability": 0.096, "match_resolution": "draw", "predicted_winner": null, "tiebreaker": { "applies": false, "method": "none", "regulation_draw_probability": 0.219, "shootout_home_win_probability": null, "shootout_away_win_probability": null, "penalty_home_goals": null, "penalty_away_goals": null, "penalty_score": null, "penalty_winner": null, "penalty_winner_goals": null, "penalty_loser_goals": null, "penalty_result": null, "home_advance_probability": null, "away_advance_probability": null, "projected_winner": null, "projected_winner_probability": null, "final_score_after_penalties": null, "reason": "Tie-breaker not required for this match context." }, "top_5_scorelines": [ { "score": "1-1", "probability": 0.096 }, { "score": "2-1", "probability": 0.0946 }, { "score": "1-0", "probability": 0.0697 }, { "score": "2-0", "probability": 0.0697 }, { "score": "1-2", "probability": 0.0647 } ], "scoreline_probabilities": { "0-0": 0.0361, "0-1": 0.0475, "0-2": 0.0327, "0-3": 0.0148, "0-4": 0.005, "0-5": 0.0014, "1-0": 0.0697, "1-1": 0.096, "1-2": 0.0647, "1-3": 0.0293, "1-4": 0.0099, "1-5": 0.0027, "1-6": 0.0006, "2-0": 0.0697, "2-1": 0.0946, "2-2": 0.0642, "2-3": 0.029, "2-4": 0.0098, "2-5": 0.0027, "2-6": 0.0006, "3-0": 0.046, "3-1": 0.0625, "3-2": 0.0424, "3-3": 0.0192, "3-4": 0.0065, "3-5": 0.0018, "4-0": 0.0228, "4-1": 0.031, "4-2": 0.021, "4-3": 0.0095, "4-4": 0.0032, "4-5": 0.0009, "5-0": 0.009, "5-1": 0.0123, "5-2": 0.0083, "5-3": 0.0038, "5-4": 0.0013, "6-0": 0.003, "6-1": 0.0041, "6-2": 0.0027, "6-3": 0.0012, "7-0": 0.0008, "7-1": 0.0011, "7-2": 0.0008 }, "outcome": { "home_win": 0.5196, "draw": 0.219, "away_win": 0.2614 }, "markets": { "over_2_5_goals": 0.6483, "under_2_5_goals": 0.3517, "btts_yes": 0.6409, "btts_no": 0.3591, "home_clean_sheet": 0.2574, "away_clean_sheet": 0.1378 }, "home_ratings": { "DR": 7.35, "MCR": 7.79, "ATR": 7.5, "GK": 7.7 }, "away_ratings": { "DR": 7.38, "MCR": 7.34, "ATR": 8.17, "GK": 7.3 }, "insights": { "summary": "Antagonist matchup analysis for Arsenal vs Chelsea. Most likely scoreline: 1-1. Lambdas derived from 3 home and 4 away individual player duels.", "key_player": "Projected scorer(s): Kai Havertz, João Pedro", "tactical_analysis": "Tactical parity between 4-2-3-1 and 3-4-2-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Declan Rice vs Morgan Rogers will be the pivotal duel. Total antagonist xG — Home: 0.70, Away: 0.68. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Shadow Striker vs CDM + CB — Zone 14 Battle." }, "confidence": 0.64, "home_lambda": 1.982, "away_lambda": 1.357 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.5196, "draw": 0.219, "away_win": 0.2614 }, "favorite": "Arsenal", "favorite_win_probability": 0.5196, "fair_spread": 0.625, "fair_total": 3.339, "prop_estimates": [ { "market": "team_total_goals", "selection": "Arsenal", "estimate": 1.982, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Chelsea", "estimate": 1.357, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.6483, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.6409, "unit": "probability" }, { "market": "clean_sheet", "selection": "Arsenal", "estimate": 1.0, "probability": 0.2574, "unit": "probability" }, { "market": "clean_sheet", "selection": "Chelsea", "estimate": 1.0, "probability": 0.1378, "unit": "probability" }, { "market": "anytime_goal", "selection": "Bukayo Saka (Arsenal)", "estimate": 0.3863, "probability": 0.2756, "unit": "xG" }, { "market": "anytime_goal", "selection": "João Pedro (Chelsea)", "estimate": 0.464, "probability": 0.3583, "unit": "xG" }, { "market": "assist", "selection": "Riccardo Calafiori (Arsenal)", "estimate": 0.3081, "probability": 0.0937, "unit": "xA" }, { "market": "assist", "selection": "Morgan Rogers (Chelsea)", "estimate": 0.227, "probability": 0.2902, "unit": "xA" } ], "expected_pace": { "tempo": "high", "expected_total_goals": 3.339, "expected_total_shots": 24, "expected_total_passes": 943, "expected_pressing_actions_per_90": 17.2, "possession_home_pct": 51.1, "possession_away_pct": 48.9, "notes": "possession projects near even" }, "expected_game_script": { "favorite": "Arsenal", "favorite_win_probability": 0.5196, "script": "Arsenal is the fair winner side, but the baseline remains narrow: fair spread +0.62 goals and fair total 3.34.", "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 12 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Chelsea must keep the match inside one goal.", "late_game": "A Arsenal lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live." }, "key_matchup_thesis": "Chelsea chance creation leans on João Pedro against Martin Ødegaard, Gabriel Magalhães in Shadow Striker vs CDM + CB — Zone 14 Battle; possession projects near even.", "expected_rotation_usage_behavior": [ "Arsenal: starters carry the main goal usage through Kai Havertz; bench watchlist: Martín Zubimendi, Viktor Gyökeres, Noni Madueke.", "Chelsea: starters carry the main goal usage through João Pedro; bench watchlist: Moisés Caicedo, Enzo Fernández, Emmanuel Emegha.", "Assist usage should flow through Declan Rice, Morgan Rogers; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Arsenal tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects high tempo, about 12 total first-half shots, and 1.67 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 Chelsea is chasing, transition and set-piece volume become the primary live deviation signal; a draw state keeps set pieces and transition chances live." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Arsenal.", "Chelsea 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": { "Arsenal": { "formation": "4-2-3-1", "players": { "David Raya": { "player_id": 581310, "position": "G", "position_depth": "G", "is_starter": true, "shirt_number": 1, "height": 183, "market_value": 33000000, "stats": { "saves": 3, "goals_prevented": 0.1051, "rating": 7.6966, "minutes": 95, "total_pass": 27, "accurate_pass": 20, "total_long_balls": 12, "accurate_long_balls": 5, "touches": 36, "clearances": 1, "ball_recovery": 10, "high_claims": 1, "punches": 0.0, "aerial_won": 0, "sweeper_actions": 2, "sweeper_accurate": 2, "saves_inside_box": 1, "possession_lost": 7.5017, "duels_won": 0, "duels_lost": 0, "total_contest": 0, "won_contest": 0, "fouls": 0, "fouls_drawn": 0, "total_own_half_passes": 17, "accurate_own_half_passes": 16, "expected_saves": 1.42, "high_pressure_saves": 0.54, "shots_faced": 3.0, "opponent_faced": "João Pedro, Morgan Rogers", "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": 88.0 }, "latest_10_games": [ { "match_id": 16363245.0, "match_date": "2026-08-31", "home_team": "Aston Villa", "away_team": "Arsenal", "team_side": "away", "is_starting_11": 1, "team": "Arsenal", "opponent": "Aston Villa", "stats": { "minutes": 90, "rating": 6.8, "assists": 0, "expected_assists": 0.0048, "total_shots": 0, "total_pass": 33, "accurate_pass": 23, "clearances": 1, "ball_recovery": 11 }, "has_player_stats": true, 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"sofascore_rank": 130.0, "sofascore_rating": 7.3714, "sofascore_appearances": 14.0, "fifa_rank": 34.0, "fifa_overall": 88.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 16, "squad_role": "starter", "projected_match_rating": 7.6966, "source_file": "data/player_rankings.csv", "player_name": "David Raya", "ranking_neighbors": { "upper": [ { "player_name": "Cucurella", "ranking": 65 }, { "player_name": "Julián Alvarez", "ranking": 66 }, { "player_name": "Jamshid Iskandarov", "ranking": 67 }, { "player_name": "Emiliano Martínez", "ranking": 68 }, { "player_name": "Cole Palmer", "ranking": 69 } ], "lower": [ { "player_name": "Granit Xhaka", "ranking": 71 }, { "player_name": "Kevin De Bruyne", "ranking": 72 }, { "player_name": "Silva Denisson", "ranking": 73 }, { "player_name": "Désiré Doué", "ranking": 74 }, { "player_name": "Chema Andrés", "ranking": 75 } ] } }, "data_sources": [ "match_history", "market_value" ], "data_confidence": 0.375, "history_matches": 2 }, "Ben White": { "player_id": 846036, "position": "D", "position_depth": "D", "is_starter": true, "shirt_number": 4, "height": 186, "market_value": 27000000, "stats": { "interceptions": 1, "tackles": 1, "tackles_won": 1, "clearances": 3, "aerial_won": 1, "rating": 7.2712, "minutes": 95, "total_pass": 60, "accurate_pass": 52, "duels_won": 5, "total_long_balls": 4, "accurate_long_balls": 2, "total_own_half_passes": 21, "accurate_own_half_passes": 20, "total_opp_half_passes": 39, "accurate_opp_half_passes": 32, "crosses_total": 3, "crosses_accurate": 2, "touches": 81, "possession_lost": 13.7571, "dispossessed": 0.0, "duels_lost": 2, "aerial_lost": 2, "total_contest": 1, "won_contest": 1, "ball_recovery": 3, "challenges_lost": 0, "fouls": 1, "fouls_drawn": 1, "blocks": 0, "goal_rate": 0.0, "goals": 0, "assists": 0, "expected_goals": 0.2655, "expected_assists": 0.1376, "total_shots": 1, "shots_on_target": 0, "shots_off_target": 0, "big_chances_created": 0, "xgot": 0.0, "ball_carries": 16, 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"ranking": 113 }, { "player_name": "Luka Modrić", "ranking": 114 } ] } }, "data_sources": [ "match_history", "market_value" ], "data_confidence": 0.375, "history_matches": 2 }, "Kai Havertz": { "player_id": 836705, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 29, "height": 193, "market_value": 53000000, "stats": { "expected_goals": 0.3623, "goal_rate": 0.3811, "goals": 1, "shots_on_target": 1, "expected_assists": 0.0524, "key_pass": 1, "rating": 7.4906, "minutes": 95, "total_shots": 2, "duels_won": 4, "aerial_won": 2, "total_pass": 22, "accurate_pass": 17, "total_long_balls": 0, "accurate_long_balls": 0, "total_opp_half_passes": 17, "accurate_opp_half_passes": 13, "crosses_total": 0, "crosses_accurate": 0, "touches": 35, "possession_lost": 9.9018, "dispossessed": 1.1002, "duels_lost": 6, "aerial_lost": 2, "total_contest": 1, "won_contest": 0, "ball_recovery": 6, "challenges_lost": 0, "fouls": 2, "fouls_drawn": 2, "assists": 0, "shots_off_target": 0, 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"home_team": "Chelsea", "away_team": "Brighton & Hove Albion", "team_side": "home", "is_starting_11": 0, "team": "Chelsea", "opponent": "Brighton & Hove Albion", "stats": { "minutes": 14, "rating": 6.6, "assists": 0, "expected_assists": 0.0002, "total_shots": 0, "total_pass": 2, "accurate_pass": 2 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17.0", "league_slug": "premier-league", "league_country": "England", "season_id": "96668.0", "season_name": "Premier League 26/27", "season_year": "26/27" } ], "ranking": { "global_player_rank": 98, "combined_rank_score": 95.0, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 108.0, "sofascore_rating": 7.45, "sofascore_appearances": 4.0, "fifa_rank": 82.0, "fifa_overall": 86.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 2, "squad_role": "substitute", "projected_match_rating": 7.1775, "source_file": "data/player_rankings.csv", "player_name": "Moisés Caicedo", "ranking_neighbors": { "upper": [ { "player_name": "Carlos Dotor", "ranking": 93 }, { "player_name": "Cristhian Martínez", "ranking": 94 }, { "player_name": "Luka Stankovski", "ranking": 95 }, { "player_name": "Jordan Pickford", "ranking": 96 }, { "player_name": "Luke Brattan", "ranking": 97 } ], "lower": [ { "player_name": "Danrlei", "ranking": 99 }, { "player_name": "Bruno Guimarães", "ranking": 100 }, { "player_name": "Sandro Tonali", "ranking": 101 }, { "player_name": "José Sanhueza", "ranking": 102 }, { "player_name": "Fedor Lapoukhov", "ranking": 103 } ] } }, "data_sources": [ "match_history", "market_value" ], "data_confidence": 0.312, "history_matches": 1 }, "Enzo Fernández": { "player_id": 974505, "position": "M", "position_depth": "M_BENCH", "is_starter": false, "shirt_number": 8, "height": 177, "market_value": 97000000, "stats": { "key_pass": 0, "expected_assists": 0.0176, "assists": 0, "expected_goals": 0.0192, "rating": 7.6417, "minutes": 24, "total_pass": 15, "accurate_pass": 13, "ball_recovery": 1, "duels_won": 1, "total_shots": 0, "total_long_balls": 0, "accurate_long_balls": 0, "total_own_half_passes": 5, "accurate_own_half_passes": 5, "total_opp_half_passes": 9, "accurate_opp_half_passes": 8, "crosses_total": 1, "crosses_accurate": 0, "touches": 18, "possession_lost": 2.3618, "dispossessed": 1.1177, "duels_lost": 0, "aerial_won": 0, "aerial_lost": 1, "interceptions": 0, "tackles_won": 0, "tackles": 0, "clearances": 0, "total_contest": 0, "won_contest": 0, "challenges_lost": 1, "fouls": 0, "fouls_drawn": 0, "goal_rate": 0.0, "goals": 0, "shots_on_target": 0, "shots_off_target": 0, "blocks": 0, "big_chances_created": 0, "big_chances_missed": 0, "xgot": 0.0, "ball_carries": 5, "total_progression": 17, "progressive_carries": 1, "bench_appearance_probability": 0.581, "bench_expected_minutes": 23.77, "projected_substitution_order": 3, "substitution_rule_cap": 5, "projected_team_substitution_count": 3, "projected_substitution_expected_count": 2.699, "projected_substitution_game_state_adjustment": 0, "substitution_usage": "projected_used_substitute", "projected_goals": 0, "goal_probability": 0.0, "projected_assists": 0, "assist_probability": 0.0, "fifa_overall": 86.0 }, "latest_10_games": [ { "match_id": 16363263.0, "match_date": "2026-09-05", "home_team": "Manchester City", "away_team": "Coventry City", "team_side": "home", "is_starting_11": 1, "team": "Manchester City", "opponent": "Coventry City", "stats": { "minutes": 76, "rating": 7.3, "assists": 0, "expected_goals": 0.1263, "expected_assists": 0.1198, "total_shots": 2, "total_pass": 78, "accurate_pass": 71, "key_pass": 1, "tackles": 1, "tackles_won": 1, "clearances": 1, "aerial_won": 1, "duels_won": 5, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17.0", "league_slug": "premier-league", "league_country": "England", "season_id": "96668.0", "season_name": "Premier League 26/27", "season_year": "26/27" }, { "match_id": 16363244.0, "match_date": "2026-08-24", "home_team": "Fulham", "away_team": "Chelsea", "team_side": "away", "is_starting_11": 0, "team": "Chelsea", "opponent": "Fulham", "stats": { "minutes": 25, "rating": 6.9, "assists": 0, "expected_assists": 0.0158, "total_shots": 0, "total_pass": 21, "accurate_pass": 19, "key_pass": 1, "duels_won": 1, "ball_recovery": 3 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17.0", "league_slug": "premier-league", "league_country": "England", "season_id": "96668.0", "season_name": "Premier League 26/27", "season_year": "26/27" } ], "ranking": { "global_player_rank": 176, "combined_rank_score": 148.5, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 210.0, "sofascore_rating": 7.18, "sofascore_appearances": 5.0, "fifa_rank": 87.0, "fifa_overall": 86.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 3, "squad_role": "substitute", "projected_match_rating": 7.6417, "source_file": "data/player_rankings.csv", "player_name": "Enzo Fernández", "ranking_neighbors": { "upper": [ { "player_name": "Reinaldo", "ranking": 171 }, { "player_name": "Lautaro Martínez", "ranking": 172 }, { "player_name": "João Pedro", "ranking": 173 }, { "player_name": "Dostonbek Khamdamov", "ranking": 174 }, { "player_name": "Deniz Undav", "ranking": 175 } ], "lower": [ { "player_name": "Rey Manaj", "ranking": 177 }, { "player_name": "Seon-min Kim", "ranking": 178 }, { "player_name": "Mikel Merino", "ranking": 179 }, { "player_name": "Gabriel Honório", "ranking": 180 }, { "player_name": "Giovino Flamarion", "ranking": 181 } ] } }, "data_sources": [ "match_history", "market_value" ], "data_confidence": 0.375, "history_matches": 2 } }, "team_totals": { "projected_goals": 1, "expected_goals": 1.36, "expected_assists": 1.01, "total_shots": 11, "shots_on_target": 6, "total_passes": 446, "interceptions": 13, "tackles": 20, "avg_rating": 7.43, "possession_estimated_pct": 48.9, "pressing_actions_per_90": 7.9 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Christos Tzolis", "attacker_role": "LW", "attacker_market_value": 42000000, "attacker_height": 180, "attacker_skill_quality": 0.791, "defenders": [ "Jorrel Hato" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.786, "duel_zone": "LW vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.414, "xg_contribution": 0.161, "shots_in_zone": 1.8, "dribbles_attempted": 4, "dribbles_successful": 1.5, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.5, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Jorrel Hato", "role": "CB", "market_value": 41000000, "tackles_attempted": 2.2, "tackles_won": 2.0, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 1.1, "aerial_duels_won": 0.9, "defensive_success_rate": 0.586 } ], "duel_analysis": "Christos Tzolis (LW) faces tough defensive resistance against Jorrel Hato in a direct 1v1 contest. Duel win probability: 41%. Projected xG contribution: 0.161 — and is restricted in space and time on the ball." }, { "attacker": "Bukayo Saka", "attacker_role": "ST", "attacker_market_value": 115000000, "attacker_height": 178, "attacker_skill_quality": 0.897, "defenders": [ "Jorrel Hato", "Levi Colwill" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.813, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.212, "xg_contribution": 0.2772, "shots_in_zone": 2.2, "dribbles_attempted": 2, "dribbles_successful": 0.4, "aerial_duels": 3, "aerial_won": 1.5, "crosses_in_zone": 0.0, "fouls_drawn": 1.9, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Jorrel Hato", "role": "CB", "market_value": 41000000, "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": 0.8, "defensive_success_rate": 0.788 }, { "player": "Levi Colwill", "role": "CB", "market_value": 55000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 1.2, "aerial_duels_won": 0.8, "defensive_success_rate": 0.788 } ], "duel_analysis": "Bukayo Saka (ST) is heavily outmatched defensively against Jorrel Hato and Levi Colwill in a 2-defender block. Duel win probability: 21%. The quality gap is significant (€115M vs €48M avg). Projected xG contribution: 0.277 — with very limited chance creation expected." }, { "attacker": "Kai Havertz", "attacker_role": "ST", "attacker_market_value": 53000000, "attacker_height": 193, "attacker_skill_quality": 0.834, "defenders": [ "Jorrel Hato", "Levi Colwill" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.813, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.243, "xg_contribution": 0.26, "shots_in_zone": 2.3, "dribbles_attempted": 2, "dribbles_successful": 0.4, "aerial_duels": 3, "aerial_won": 2.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Jorrel Hato", "role": "CB", "market_value": 41000000, "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": 0.5, "defensive_success_rate": 0.757 }, { "player": "Levi Colwill", "role": "CB", "market_value": 55000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 1.2, "aerial_duels_won": 0.5, "defensive_success_rate": 0.757 } ], "duel_analysis": "Kai Havertz (ST) is heavily outmatched defensively against Jorrel Hato and Levi Colwill in a 2-defender block. Duel win probability: 24%. Projected xG contribution: 0.260 — with very limited chance creation expected." } ], "away_attacking_duels": [ { "attacker": "João Pedro", "attacker_role": "SS", "attacker_market_value": 74000000, "attacker_height": 186, "attacker_skill_quality": 0.876, "defenders": [ "Martin Ødegaard", "Gabriel Magalhães" ], "defender_roles": [ "CDM", "CB" ], "def_skill_quality_avg": 0.875, "duel_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "numerical_situation": "1v2", "duel_win_rate": 0.278, "xg_contribution": 0.3473, "shots_in_zone": 1.9, "dribbles_attempted": 3, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Martin Ødegaard", "role": "CDM", "market_value": 77000000, "tackles_attempted": 1.2, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.722 }, { "player": "Gabriel Magalhães", "role": "CB", "market_value": 70000000, "tackles_attempted": 1.2, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.722 } ], "duel_analysis": "João Pedro (SS) is heavily outmatched defensively against Martin Ødegaard and Gabriel Magalhães in a 2-defender block. Duel win probability: 28%. Projected xG contribution: 0.347 — with very limited chance creation expected." }, { "attacker": "Roméo Lavia", "attacker_role": "LWB", "attacker_market_value": 21000000, "attacker_height": 181, "attacker_skill_quality": 0.641, "defenders": [ "Myles Lewis-Skelly" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.817, "duel_zone": "Left Wingback vs Right Back — Overlapping Run", "numerical_situation": "1v1", "duel_win_rate": 0.333, "xg_contribution": 0.0485, "shots_in_zone": 0.9, "dribbles_attempted": 2, "dribbles_successful": 0.6, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.6, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Myles Lewis-Skelly", "role": "RB", "market_value": 48000000, "tackles_attempted": 2.3, "tackles_won": 2.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.667 } ], "duel_analysis": "Roméo Lavia (LWB) faces tough defensive resistance against Myles Lewis-Skelly in a direct 1v1 contest. Duel win probability: 33%. The quality gap is significant (€21M vs €48M avg). Projected xG contribution: 0.049 — and is restricted in space and time on the ball." }, { "attacker": "Pedro Neto", "attacker_role": "RWB", "attacker_market_value": 58000000, "attacker_height": 172, "attacker_skill_quality": 0.848, "defenders": [ "Ben White" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.694, "duel_zone": "Right Wingback vs Left Back — Overlapping Run", "numerical_situation": "1v1", "duel_win_rate": 0.413, "xg_contribution": 0.121, "shots_in_zone": 1.0, "dribbles_attempted": 2, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 0.8, "crosses_in_zone": 3.0, "fouls_drawn": 1.5, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Ben White", "role": "LB", "market_value": 27000000, "tackles_attempted": 2.2, "tackles_won": 1.9, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.587 } ], "duel_analysis": "Pedro Neto (RWB) faces tough defensive resistance against Ben White in a direct 1v1 contest. Duel win probability: 41%. The quality gap is significant (€58M vs €27M avg). Projected xG contribution: 0.121 — and is restricted in space and time on the ball." }, { "attacker": "Morgan Rogers", "attacker_role": "CM", "attacker_market_value": 105000000, "attacker_height": 187, "attacker_skill_quality": 0.895, "defenders": [ "Martin Ødegaard" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.879, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.493, "xg_contribution": 0.1602, "shots_in_zone": 1.7, "dribbles_attempted": 3, "dribbles_successful": 1.3, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Martin Ødegaard", "role": "CDM", "market_value": 77000000, "tackles_attempted": 2.3, "tackles_won": 1.9, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.8, "defensive_success_rate": 0.507 } ], "duel_analysis": "Morgan Rogers (CM) is evenly matched against Martin Ødegaard in a direct 1v1 contest. Duel win probability: 49%. The quality gap is significant (€105M vs €77M avg). Projected xG contribution: 0.160 — with neither side clearly dominant." } ], "midfield_battle": { "home_midfield_power": 0.856, "away_midfield_power": 0.843, "home_creative_power": 0.672, "away_creative_power": 0.829, "home_defensive_power": 0.905, "away_defensive_power": 0.633, "home_dominance_ratio": 0.504, "home_midfield_count": 3, "away_midfield_count": 4, "home_midfield_players": [ "Christos Tzolis", "Martin Ødegaard", "Declan Rice" ], "away_midfield_players": [ "Morgan Rogers", "Cole Palmer", "Roméo Lavia", "Pedro Neto" ], "possession_advantage": "neutral", "estimated_possession_home_pct": 51.1, "estimated_possession_away_pct": 48.9, "home_pressing_actions_per_90": 9.3, "away_pressing_actions_per_90": 7.9, "home_key_passes_projected": 5.5, "away_key_passes_projected": 6.5, "home_throughball_threat": 2.6, "away_throughball_threat": 3.1, "key_personal_duel": "Declan Rice vs Morgan Rogers", "midfield_lambda_factor_home": 1.003, "midfield_lambda_factor_away": 0.996 }, "formation_analysis": { "home_formation": "4-2-3-1", "away_formation": "3-4-2-1", "home_tactical_bonus": 0.05, "away_tactical_bonus": -0.05, "formation_verdict": "Tactical parity between 4-2-3-1 and 3-4-2-1. Match outcome driven primarily by individual player quality." }, "home_lambda": 1.982, "away_lambda": 1.357, "home_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "away_top_threat_zones": [ "Shadow Striker vs CDM + CB — Zone 14 Battle", "Central Mid vs Defensive Mid — Pressing/Creation Duel" ], "home_player_antagonists": { "Christos Tzolis": { "opponents": [ "Jorrel Hato", "Roméo Lavia" ], "primary_zone": "LW vs CB", "source": "attacking_duel, midfield_pairing" }, "Bukayo Saka": { "opponents": [ "Jorrel Hato", "Levi Colwill" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Kai Havertz": { "opponents": [ "Jorrel Hato", "Levi Colwill" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Martin Ødegaard": { "opponents": [ "João Pedro", "Morgan Rogers", "Pedro Neto" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "defensive_duel, midfield_pairing" }, "Gabriel Magalhães": { "opponents": [ "João Pedro" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "defensive_duel" }, "Myles Lewis-Skelly": { "opponents": [ "Roméo Lavia" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "defensive_duel" }, "Ben White": { "opponents": [ "Pedro Neto" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "defensive_duel" }, "Declan Rice": { "opponents": [ "Cole Palmer" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "David Raya": { "opponents": [ "João Pedro", "Morgan Rogers" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Riccardo Calafiori": { "opponents": [ "João Pedro" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Ezri Konsa": { "opponents": [ "João Pedro" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Jorrel Hato": { "opponents": [ "Christos Tzolis", "Bukayo Saka", "Kai Havertz" ], "primary_zone": "LW vs CB", "source": "defensive_duel" }, "Levi Colwill": { "opponents": [ "Bukayo Saka", "Kai Havertz" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "João Pedro": { "opponents": [ "Martin Ødegaard", "Gabriel Magalhães" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "attacking_duel" }, "Roméo Lavia": { "opponents": [ "Myles Lewis-Skelly", "Christos Tzolis" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Pedro Neto": { "opponents": [ "Ben White", "Martin Ødegaard" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Morgan Rogers": { "opponents": [ "Martin Ødegaard" ], "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "source": "attacking_duel, midfield_pairing" }, "Cole Palmer": { "opponents": [ "Declan Rice" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Emiliano Martínez": { "opponents": [ "Bukayo Saka", "Kai Havertz" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Maxence Lacroix": { "opponents": [ "Bukayo Saka" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Malo Gusto": { "opponents": [ "Kai Havertz" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Wesley Fofana": { "opponents": [ "Bukayo Saka" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Midfield is evenly contested — Declan Rice vs Morgan Rogers will be the pivotal duel. Total antagonist xG — Home: 0.70, Away: 0.68. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Shadow Striker vs CDM + CB — Zone 14 Battle.", "lambda_factors": { "home_gk_opposition_factor": 0.9686, "away_gk_opposition_factor": 0.8871, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.18, "home_defensive_solidity_vs": 0.8677, "away_defensive_solidity_vs": 0.8633, "home_midfield_factor": 1.003, "away_midfield_factor": 0.996, "stage_discount": 1.0, "quality_gap_applied": false, "home_avg_quality": 0.8326, "away_avg_quality": 0.808, "avg_quality_gap": 0.0246, "squad_value_gap_log": 0.1318, "top5_value_gap_log": 0.1081, "attack_value_gap_log": 0.1325, "elite_count_gap": 2, "combined_quality_gap": 0.0643, "stronger_lambda_boost": 0.0, "weaker_lambda_suppression": 0.0, "home_bench_lambda_bonus": 0.1223, "away_bench_lambda_bonus": 0.1186, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": false, "competitive_underdog_floor": 1.02, "pre_competitive_floor_home_lambda": 1.982, "pre_competitive_floor_away_lambda": 1.357, "pre_calibration_home_lambda": 1.9823, "pre_calibration_away_lambda": 1.3566, "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": false, "final_home_lambda": 1.982, "final_away_lambda": 1.357 } }, "home_standing": { "available": true, "team_position": 3, "opponent_position": 4, "standing_lambda_multiplier": 1.64, "attack_index": 1.667, "defense_concede_index": 2.084, "form_multiplier": 1.0, "team_attack_rate_contextual": 2.0, "opp_defense_rate_contextual": 2.5, "team_ppg": 3.0, "opponent_ppg": 3.0 }, "away_standing": { "available": true, "team_position": 4, "opponent_position": 3, "standing_lambda_multiplier": 1.5664, "attack_index": 2.917, "defense_concede_index": 1.0, "form_multiplier": 1.0, "team_attack_rate_contextual": 3.5, "opp_defense_rate_contextual": 0.0, "team_ppg": 3.0, "opponent_ppg": 3.0 }, "timestamp": "2026-09-06T13:30:18Z" }