{ "match_info": { "home_team": "Brighton", "away_team": "Aston Villa", "tournament": "Premier League", "date": "20260823", "timezone": "America/New_York", "home_formation": "4-2-3-1", "away_formation": "4-2-3-1" }, "prediction": { "most_likely_score": "1-1", "home_goals": 1, "away_goals": 1, "most_likely_score_probability": 0.1332, "match_resolution": "draw", "predicted_winner": null, "tiebreaker": { "applies": false, "method": "none", "regulation_draw_probability": 0.287, "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": 0.1332 }, { "score": "1-0", "probability": 0.1283 }, { "score": "0-0", "probability": 0.1058 }, { "score": "0-1", "probability": 0.1055 }, { "score": "2-1", "probability": 0.0817 } ], "scoreline_probabilities": { "0-0": 0.1058, "0-1": 0.1055, "0-2": 0.0544, "0-3": 0.0185, "0-4": 0.0047, "0-5": 0.001, "1-0": 0.1283, "1-1": 0.1332, "1-2": 0.0673, "1-3": 0.0229, "1-4": 0.0058, "1-5": 0.0012, "2-0": 0.0801, "2-1": 0.0817, "2-2": 0.0417, "2-3": 0.0142, "2-4": 0.0036, "2-5": 0.0007, "3-0": 0.0331, "3-1": 0.0337, "3-2": 0.0172, "3-3": 0.0058, "3-4": 0.0015, "4-0": 0.0102, "4-1": 0.0104, "4-2": 0.0053, "4-3": 0.0018, "5-0": 0.0025, "5-1": 0.0026, "5-2": 0.0013, "6-0": 0.0005, "6-1": 0.0005 }, "outcome": { "home_win": 0.4107, "draw": 0.287, "away_win": 0.3024 }, "markets": { "over_2_5_goals": 0.3928, "under_2_5_goals": 0.6072, "btts_yes": 0.4552, "btts_no": 0.5448, "home_clean_sheet": 0.3606, "away_clean_sheet": 0.29 }, "home_ratings": { "DR": 84.75, "MCR": 82.99, "ATR": 6.5, "GK": 85.1 }, "away_ratings": { "DR": 85.86, "MCR": 86.52, "ATR": 83.89, "GK": 81.69 }, "insights": { "summary": "Antagonist matchup analysis for Brighton vs Aston Villa. Most likely scoreline: 1-1. Lambdas derived from 5 home and 5 away individual player duels.", "key_player": "Projected scorer(s): Yasin Ayari, John McGinn", "tactical_analysis": "Tactical parity between 4-2-3-1 and 4-2-3-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Yasin Ayari vs Boubacar Kamara will be the pivotal duel. Total antagonist xG — Home: 0.55, Away: 0.55. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Right Wing vs Left Back — Flank Battle." }, "confidence": 0.71, "home_lambda": 1.238, "away_lambda": 1.02 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.4107, "draw": 0.287, "away_win": 0.3024 }, "favorite": "Brighton", "favorite_win_probability": 0.4107, "fair_spread": 0.218, "fair_total": 2.258, "prop_estimates": [ { "market": "team_total_goals", "selection": "Brighton", "estimate": 1.238, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Aston Villa", "estimate": 1.02, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.3928, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.4552, "unit": "probability" }, { "market": "clean_sheet", "selection": "Brighton", "estimate": 1.0, "probability": 0.3606, "unit": "probability" }, { "market": "clean_sheet", "selection": "Aston Villa", "estimate": 1.0, "probability": 0.29, "unit": "probability" }, { "market": "anytime_goal", "selection": "Maxim De Cuyper (Brighton)", "estimate": 0.4496, "probability": 0.0844, "unit": "xG" }, { "market": "anytime_goal", "selection": "Tammy Abraham (Aston Villa)", "estimate": 0.2274, "probability": 0.109, "unit": "xG" }, { "market": "assist", "selection": "Maxim De Cuyper (Brighton)", "estimate": 0.3439, "probability": 0.1301, "unit": "xA" }, { "market": "assist", "selection": "Emiliano Buendía (Aston Villa)", "estimate": 0.2049, "probability": 0.3534, "unit": "xA" } ], "expected_pace": { "tempo": "balanced", "expected_total_goals": 2.258, "expected_total_shots": 26, "expected_total_passes": 744, "expected_pressing_actions_per_90": 15.0, "possession_home_pct": 51.5, "possession_away_pct": 48.5, "notes": "possession projects near even" }, "expected_game_script": { "favorite": "Brighton", "favorite_win_probability": 0.4107, "script": "Brighton is the fair winner side, but the baseline remains narrow: fair spread +0.22 goals and fair total 2.26.", "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 13 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Aston Villa must keep the match inside one goal.", "late_game": "A Brighton lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live." }, "key_matchup_thesis": "Aston Villa chance creation leans on Tammy Abraham against Maxim De Cuyper in Right Wing vs Left Back — Flank Battle; possession projects near even.", "expected_rotation_usage_behavior": [ "Brighton: starters carry the main goal usage through Yasin Ayari; bench watchlist: Carlos Baleba, Charalampos Kostoulas, Evan Ferguson.", "Aston Villa: starters carry the main goal usage through John McGinn; bench watchlist: Morgan Rogers, Ollie Watkins, Brian Madjo.", "Assist usage should flow through Pascal Groß, Emiliano Buendía; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Brighton tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects balanced tempo, about 13 total first-half shots, and 1.13 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 Aston Villa 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 Brighton.", "Aston Villa 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": { "Brighton": { "formation": "4-2-3-1", "players": { "Georginio Rutter": { "player_id": 946695, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 10, "height": 182, "market_value": 31000000, "stats": { "key_pass": 1, "expected_assists": 0.1067, "assists": 0, "expected_goals": 0.0794, "rating": 84.2588, "minutes": 90, "total_pass": 45, "accurate_pass": 36, "ball_recovery": 3, "duels_won": 4, "total_shots": 2, "dribbles_attempted": 3, "dribbles_successful": 0.9, "aerial_won": 1, "fouls_drawn": 2, "crosses_attempted": 0.0, "duel_win_rate": 0.351, "pressing_faced": "LOW", "matchup_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "numerical_situation": "1v2", "opponent_defenders": "Emiliano Buendía, John McGinn", "opponent_faced": "Emiliano Buendía, John McGinn", "antagonist_source": "attacking_duel, midfield_pairing", "goals": 0, "projected_goals": 0, "goal_probability": 0.0296, "projected_assists": 0, "assist_probability": 0.1518, "fifa_overall": 77.0 }, "latest_10_games": [ { "match_id": 14023959, "match_date": "2026-05-24", "home_team": "Brighton & Hove Albion", "away_team": "Manchester United", "team_side": "home", "is_starting_11": 0, "team": "Brighton & Hove Albion", "opponent": "Manchester United", "stats": { "minutes": 16, "rating": 6.4, "assists": 0, "expected_goals": 0.0617, "expected_assists": 0.0024, "total_shots": 1, "total_pass": 5, "accurate_pass": 4, "interceptions": 1, "ball_recovery": 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": 14023954, "match_date": "2026-05-17", "home_team": "Leeds United", "away_team": "Brighton & Hove Albion", "team_side": "away", "is_starting_11": 0, "team": "Brighton & Hove Albion", "opponent": "Leeds United", "stats": { "minutes": 25, "rating": 6.4, "assists": 0, "expected_goals": 0.3551, "expected_assists": 0.3207, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 6, "accurate_pass": 2, "key_pass": 1, "tackles": 1, "tackles_won": 1, "duels_won": 3, "ball_recovery": 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": 14023935, "match_date": "2026-05-09", "home_team": "Brighton & Hove Albion", "away_team": "Wolverhampton", "team_side": "home", "is_starting_11": 0, "team": "Brighton & Hove Albion", "opponent": "Wolverhampton", "stats": { "minutes": 14, "rating": 6.3, "assists": 0, "expected_assists": 0.0042, "total_shots": 0, "total_pass": 6, "accurate_pass": 5, "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" } ], "ranking": { "global_player_rank": 16890, "combined_rank_score": 1070.5, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 852.0, "sofascore_rating": 6.6469, "sofascore_appearances": 32.0, "fifa_rank": 1289.0, "fifa_overall": 77.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 8, "squad_role": "starter", "projected_match_rating": 7.2588, "source_file": "data/player_rankings.csv", "player_name": "Georginio Rutter", "ranking_neighbors": { "upper": [ { "player_name": "Kaden Rodney", "ranking": 16885 }, { "player_name": "Juan Nardoni", "ranking": 16886 }, { "player_name": "Moritz Jenz", "ranking": 16887 }, { "player_name": "Davinchi", "ranking": 16888 }, { "player_name": "Will Hughes", "ranking": 16889 } ], "lower": [ { "player_name": "Diego Carrasco", "ranking": 16891 }, { "player_name": "James Scanlon", "ranking": 16892 }, { "player_name": "Jonas Hofmann", "ranking": 16893 }, { "player_name": "Rômulo", "ranking": 16894 }, { "player_name": "Maximilian Göppel", "ranking": 16895 } ] } } }, "Maxim De Cuyper": { "player_id": 997152, "position": "D", "position_depth": "D", "is_starter": true, "shirt_number": 29, "height": 183, "market_value": 21000000, "stats": { "interceptions": 1, "tackles": 0, "tackles_won": 0, "clearances": 1, "aerial_won": 0, "rating": 87.3528, "minutes": 81, "total_pass": 45, "accurate_pass": 38, "duels_won": 3, "total_long_balls": 3, "accurate_long_balls": 1, "total_own_half_passes": 23, "accurate_own_half_passes": 21, "total_opp_half_passes": 22, "accurate_opp_half_passes": 17, "crosses_total": 4, "crosses_accurate": 3, "touches": 65, "possession_lost": 11.6105, "dispossessed": 1.0422, "duels_lost": 3, "aerial_lost": 3, "total_contest": 1, "won_contest": 1, "ball_recovery": 6, "challenges_lost": 3, "fouls": 2, "fouls_drawn": 1, "blocks": 1, "goal_rate": 0.0, "goals": 0, "assists": 0, "expected_goals": 0.4496, "expected_assists": 0.3439, "total_shots": 1, "shots_on_target": 3, "shots_off_target": 1, "big_chances_created": 2, "xgot": 0.6775, "ball_carries": 17, "total_progression": 37, "progressive_carries": 1, "key_pass": 3, "tackles_in_zone": 2.1, "tackles_won_in_zone": 1.7, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.9, "aerial_duels_won": 0.6, "defensive_success_rate": 0.492, "opponent_faced": "Tammy Abraham", "pressing_zone": "Right Wing vs Left Back — Flank Battle", "matchup_zone": "Right Wing vs Left Back — Flank Battle", "antagonist_source": "defensive_duel", "projected_goals": 0, "goal_probability": 0.0844, "projected_assists": 0, "assist_probability": 0.1301, "fifa_overall": 80.0 }, "latest_10_games": [ { "match_id": 12812994, "match_date": "2026-07-10", "home_team": "Spain", "away_team": "Belgium", "team_side": "away", "is_starting_11": 1, "team": "Belgium", "opponent": "Spain", "stats": { "minutes": 61, "rating": 6.2, "assists": 0, "expected_goals": 0.0496, "expected_assists": 0.0023, "total_shots": 1, "shots_off_target": 1, "total_pass": 21, "accurate_pass": 16, "interceptions": 1, "clearances": 2, "duels_won": 1, "ball_recovery": 6 }, "has_player_stats": true, "league_name": "FIFA World Cup", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 12813002, "match_date": "2026-07-07", "home_team": "USA", "away_team": "Belgium", "team_side": "away", "is_starting_11": 1, "team": 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"starter", "is_starting_11": true, "team": "Belgium", "opponent": "Senegal", "stats": {}, "has_player_stats": false, "source": "depth_chart.csv" }, { "match_id": 15186822, "match_date": "2026-06-27", "home_team": "New Zealand", "away_team": "Belgium", "team_side": "away", "is_starting_11": 1, "team": "Belgium", "opponent": "New Zealand", "stats": { "minutes": 90, "rating": 6.9, "assists": 0, "expected_goals": 0.1505, "expected_assists": 0.3973, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 59, "accurate_pass": 53, "key_pass": 3, "tackles": 1, "tackles_won": 1, "interceptions": 2, "clearances": 1, "duels_won": 1, "ball_recovery": 7 }, "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": 15186499, "match_date": "2026-06-21", "home_team": "Belgium", "away_team": "Iran", "team_side": "home", "is_starting_11": 1, "team": "Belgium", "opponent": "Iran", "stats": { "minutes": 90, "rating": 7.5, "assists": 0, "expected_goals": 0.8875, "expected_assists": 0.0323, "total_shots": 5, "shots_on_target": 4, "total_pass": 56, "accurate_pass": 48, "clearances": 1, "aerial_won": 1, "duels_won": 3, "ball_recovery": 5 }, "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": 15186837, "match_date": "2026-06-15", "home_team": "Belgium", "away_team": "Egypt", "team_side": "home", "is_starting_11": 0, "team": "Belgium", "opponent": "Egypt", "stats": { "minutes": 34, "rating": 6.8, "assists": 0, "expected_assists": 0.0645, "total_shots": 0, "total_pass": 10, "accurate_pass": 7, "tackles": 1, "tackles_won": 1, "interceptions": 1, "clearances": 1, "duels_won": 2, "ball_recovery": 4 }, "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": 14023959, "match_date": "2026-05-24", "home_team": "Brighton & Hove Albion", "away_team": "Manchester United", "team_side": "home", "is_starting_11": 1, "team": "Brighton & Hove Albion", "opponent": "Manchester United", "stats": { "minutes": 45, "rating": 6.7, "assists": 0, "expected_goals": 0.0225, "expected_assists": 0.179, "total_shots": 1, "shots_off_target": 1, "total_pass": 13, "accurate_pass": 11, "key_pass": 3, "tackles": 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": 14023954, "match_date": "2026-05-17", "home_team": "Leeds United", "away_team": "Brighton & Hove Albion", "team_side": "away", "is_starting_11": 1, "team": "Brighton & Hove Albion", "opponent": "Leeds United", "stats": { "minutes": 90, "rating": 7.3, "assists": 0, "expected_goals": 0.0913, "expected_assists": 0.5007, "total_shots": 1, "total_pass": 60, "accurate_pass": 50, "key_pass": 2, "interceptions": 2, "clearances": 3, "aerial_won": 1, "duels_won": 3, "ball_recovery": 6 }, "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": 14023935, "match_date": "2026-05-09", "home_team": "Brighton & Hove Albion", "away_team": "Wolverhampton", "team_side": "home", "is_starting_11": 1, "team": "Brighton & Hove Albion", "opponent": "Wolverhampton", "stats": { "minutes": 88, "rating": 9.5, "assists": 2, "expected_assists": 1.1414, "total_shots": 0, "total_pass": 52, "accurate_pass": 49, "key_pass": 6, "tackles": 1, "clearances": 1, "aerial_won": 1, "duels_won": 5, "ball_recovery": 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" } ], "ranking": { "global_player_rank": 2628, "combined_rank_score": 326.5, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 63.0, "sofascore_rating": 7.6, "sofascore_appearances": 7.0, "fifa_rank": 590.0, "fifa_overall": 80.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 14, "squad_role": "starter", "projected_match_rating": 7.3528, "source_file": "data/player_rankings.csv", "player_name": "Maxim De Cuyper", "ranking_neighbors": { "upper": [ { "player_name": "Abdul Yusif", "ranking": 2623 }, { "player_name": "Jose Gabriel Cevallos", "ranking": 2624 }, { "player_name": "Adilbek 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"Valentino Murataj", "ranking": 9474 }, { "player_name": "David Bruno", "ranking": 9475 } ] } } } }, "team_totals": { "projected_goals": 1, "expected_goals": 1.02, "expected_assists": 0.68, "total_shots": 13, "shots_on_target": 5, "total_passes": 307, "interceptions": 7, "tackles": 12, "avg_rating": 85.36, "possession_estimated_pct": 48.5, "pressing_actions_per_90": 7.0 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Yasin Ayari", "attacker_role": "LW", "attacker_market_value": 36000000, "attacker_height": 172, "attacker_skill_quality": 0.758, "defenders": [ "Ian Maatsen" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.702, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.481, "xg_contribution": 0.1466, "shots_in_zone": 1.9, "dribbles_attempted": 4, "dribbles_successful": 1.7, "aerial_duels": 2, "aerial_won": 0.8, "crosses_in_zone": 2.4, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Ian Maatsen", "role": "RB", "market_value": 28000000, "tackles_attempted": 2.2, "tackles_won": 1.8, "fouls_committed": 0.4, "interceptions_in_zone": 1.1, "clearances_in_zone": 1.0, "aerial_duels_won": 1.1, "defensive_success_rate": 0.519 } ], "duel_analysis": "Yasin Ayari (LW) is evenly matched against Ian Maatsen in a direct 1v1 contest. Duel win probability: 48%. Projected xG contribution: 0.147 — with neither side clearly dominant." }, { "attacker": "Pascal Groß", "attacker_role": "RW", "attacker_market_value": 2300000, "attacker_height": 181, "attacker_skill_quality": 0.429, "defenders": [ "Matty Cash" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.629, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.374, "xg_contribution": 0.059, "shots_in_zone": 1.7, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 1.9, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Matty Cash", "role": "LB", "market_value": 19800000, "tackles_attempted": 2.1, "tackles_won": 1.9, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.9, "aerial_duels_won": 0.9, "defensive_success_rate": 0.626 } ], "duel_analysis": "Pascal Groß (RW) faces tough defensive resistance against Matty Cash in a direct 1v1 contest. Duel win probability: 37%. The quality gap is significant (€2M vs €20M avg). Projected xG contribution: 0.059 — and is restricted in space and time on the ball." }, { "attacker": "Georginio Rutter", "attacker_role": "CAM", "attacker_market_value": 31000000, "attacker_height": 182, "attacker_skill_quality": 0.725, "defenders": [ "Emiliano Buendía", "John McGinn" ], "defender_roles": [ "CDM", "CDM" ], "def_skill_quality_avg": 0.564, "duel_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "numerical_situation": "1v2", "duel_win_rate": 0.351, "xg_contribution": 0.0478, "shots_in_zone": 2.0, "dribbles_attempted": 3, "dribbles_successful": 0.9, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.5, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Emiliano Buendía", "role": "CDM", "market_value": 14600000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.649 }, { "player": "John McGinn", "role": "CDM", "market_value": 12600000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.649 } ], "duel_analysis": "Georginio Rutter (CAM) faces tough defensive resistance against Emiliano Buendía and John McGinn in a 2-defender block. Duel win probability: 35%. The quality gap is significant (€31M vs €14M avg). Projected xG contribution: 0.048 — and is restricted in space and time on the ball." }, { "attacker": "Olivier Boscagli", "attacker_role": "ST", "attacker_market_value": 13900000, "attacker_height": 181, "attacker_skill_quality": 0.567, "defenders": [ "Tyrone Mings", "Pau Torres" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.54, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.2347, "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": 1.6, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Tyrone Mings", "role": "CB", "market_value": 3200000, "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 }, { "player": "Pau Torres", "role": "CB", "market_value": 21000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.9, "aerial_duels_won": 0.7, "defensive_success_rate": 0.82 } ], "duel_analysis": "Olivier Boscagli (ST) is heavily outmatched defensively against Tyrone Mings and Pau Torres in a 2-defender block. Duel win probability: 18%. Projected xG contribution: 0.235 — with very limited chance creation expected." }, { "attacker": "Jack Hinshelwood", "attacker_role": "CDM", "attacker_market_value": 27000000, "attacker_height": 182, "attacker_skill_quality": 0.694, "defenders": [ "Emiliano Buendía" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.575, "duel_zone": "CDM vs CDM", "numerical_situation": "1v1", "duel_win_rate": 0.522, "xg_contribution": 0.0656, "shots_in_zone": 1.1, "dribbles_attempted": 2, "dribbles_successful": 0.9, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Emiliano Buendía", "role": "CDM", "market_value": 14600000, "tackles_attempted": 2.0, "tackles_won": 1.6, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.478 } ], "duel_analysis": "Jack Hinshelwood (CDM) is slightly favored against Emiliano Buendía in a direct 1v1 contest. Duel win probability: 52%. Projected xG contribution: 0.066 — creating consistent moderate threat." } ], "away_attacking_duels": [ { "attacker": "Ross Barkley", "attacker_role": "LW", "attacker_market_value": 3600000, "attacker_height": 188, "attacker_skill_quality": 0.445, "defenders": [ "Ferdi Kadıoğlu" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.758, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.395, "xg_contribution": 0.1198, "shots_in_zone": 1.7, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 1.9, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Ferdi Kadıoğlu", "role": "RB", "market_value": 36000000, "tackles_attempted": 2.2, "tackles_won": 2.0, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 1.1, "aerial_duels_won": 0.8, "defensive_success_rate": 0.605 } ], "duel_analysis": "Ross Barkley (LW) faces tough defensive resistance against Ferdi Kadıoğlu in a direct 1v1 contest. Duel win probability: 40%. The quality gap is significant (€4M vs €36M avg). Projected xG contribution: 0.120 — and is restricted in space and time on the ball." }, { "attacker": "Tammy Abraham", "attacker_role": "RW", "attacker_market_value": 16500000, "attacker_height": 195, "attacker_skill_quality": 0.595, "defenders": [ "Maxim De Cuyper" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.641, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.508, "xg_contribution": 0.2621, "shots_in_zone": 2.0, "dribbles_attempted": 4, "dribbles_successful": 1.8, "aerial_duels": 2, "aerial_won": 1.4, "crosses_in_zone": 2.2, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Maxim De Cuyper", "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": 0.6, "defensive_success_rate": 0.492 } ], "duel_analysis": "Tammy Abraham (RW) is slightly favored against Maxim De Cuyper in a direct 1v1 contest. Duel win probability: 51%. Projected xG contribution: 0.262 — creating consistent moderate threat." }, { "attacker": "Boubacar Kamara", "attacker_role": "CAM", "attacker_market_value": 39000000, "attacker_height": 184, "attacker_skill_quality": 0.775, "defenders": [ "Jack Hinshelwood", "Diego Gómez" ], "defender_roles": [ "CDM", "CDM" ], "def_skill_quality_avg": 0.694, "duel_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "numerical_situation": "1v2", "duel_win_rate": 0.279, "xg_contribution": 0.0427, "shots_in_zone": 1.8, "dribbles_attempted": 3, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Jack Hinshelwood", "role": "CDM", "market_value": 27000000, "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": 0.4, "defensive_success_rate": 0.721 }, { "player": "Diego Gómez", "role": "CDM", "market_value": 27000000, "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": 0.4, "defensive_success_rate": 0.721 } ], "duel_analysis": "Boubacar Kamara (CAM) is heavily outmatched defensively against Jack Hinshelwood and Diego Gómez in a 2-defender block. Duel win probability: 28%. Projected xG contribution: 0.043 — with very limited chance creation expected." }, { "attacker": "Alejandro Garnacho", "attacker_role": "ST", "attacker_market_value": 26000000, "attacker_height": 180, "attacker_skill_quality": 0.686, "defenders": [ "Luka Vušković", "Mats Wieffer" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.765, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.0179, "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": 1.7, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Luka Vušković", "role": "CB", "market_value": 64000000, "tackles_attempted": 1.1, "tackles_won": 1.3, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 1.2, "aerial_duels_won": 0.7, "defensive_success_rate": 0.82 }, { "player": "Mats Wieffer", "role": "CB", "market_value": 24000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.9, "aerial_duels_won": 0.7, "defensive_success_rate": 0.82 } ], "duel_analysis": "Alejandro Garnacho (ST) is heavily outmatched defensively against Luka Vušković and Mats Wieffer in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€26M vs €44M avg). Projected xG contribution: 0.018 — with very limited chance creation expected." }, { "attacker": "Emiliano Buendía", "attacker_role": "CDM", "attacker_market_value": 14600000, "attacker_height": 170, "attacker_skill_quality": 0.575, "defenders": [ "Jack Hinshelwood" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.694, "duel_zone": "CDM vs CDM", "numerical_situation": "1v1", "duel_win_rate": 0.318, "xg_contribution": 0.111, "shots_in_zone": 0.9, "dribbles_attempted": 2, "dribbles_successful": 0.6, "aerial_duels": 2, "aerial_won": 0.8, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Jack Hinshelwood", "role": "CDM", "market_value": 27000000, "tackles_attempted": 2.2, "tackles_won": 2.1, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.5, "aerial_duels_won": 1.2, "defensive_success_rate": 0.682 } ], "duel_analysis": "Emiliano Buendía (CDM) is heavily outmatched defensively against Jack Hinshelwood in a direct 1v1 contest. Duel win probability: 32%. Projected xG contribution: 0.111 — with very limited chance creation expected." } ], "midfield_battle": { "home_midfield_power": 0.71, "away_midfield_power": 0.612, "home_creative_power": 0.638, "away_creative_power": 0.583, "home_defensive_power": 0.686, "away_defensive_power": 0.519, "home_dominance_ratio": 0.537, "home_midfield_count": 5, "away_midfield_count": 4, "home_midfield_players": [ "Georginio Rutter", "Jack Hinshelwood", "Diego Gómez", "Yasin Ayari", "Pascal Groß" ], "away_midfield_players": [ "Emiliano Buendía", "John McGinn", "Ross Barkley", "Boubacar Kamara" ], "possession_advantage": "neutral", "estimated_possession_home_pct": 51.5, "estimated_possession_away_pct": 48.5, "home_pressing_actions_per_90": 8.0, "away_pressing_actions_per_90": 7.0, "home_key_passes_projected": 5.3, "away_key_passes_projected": 5.0, "home_throughball_threat": 2.5, "away_throughball_threat": 2.4, "key_personal_duel": "Yasin Ayari vs Boubacar Kamara", "midfield_lambda_factor_home": 1.015, "midfield_lambda_factor_away": 0.986 }, "formation_analysis": { "home_formation": "4-2-3-1", "away_formation": "4-2-3-1", "home_tactical_bonus": 0.0, "away_tactical_bonus": 0.0, "formation_verdict": "Tactical parity between 4-2-3-1 and 4-2-3-1. Match outcome driven primarily by individual player quality." }, "home_lambda": 1.238, "away_lambda": 1.02, "home_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "Left Wing vs Right Back — Flank Battle" ], "away_top_threat_zones": [ "Right Wing vs Left Back — Flank Battle", "Left Wing vs Right Back — Flank Battle" ], "home_player_antagonists": { "Yasin Ayari": { "opponents": [ "Ian Maatsen", "Ross Barkley" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Pascal Groß": { "opponents": [ "Matty Cash", "Boubacar Kamara" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Georginio Rutter": { "opponents": [ "Emiliano Buendía", "John McGinn", "Boubacar Kamara" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "attacking_duel, midfield_pairing" }, "Olivier Boscagli": { "opponents": [ "Tyrone Mings", "Pau Torres" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Jack Hinshelwood": { "opponents": [ "Emiliano Buendía", "Boubacar Kamara" ], "primary_zone": "CDM vs CDM", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Ferdi Kadıoğlu": { "opponents": [ "Ross Barkley" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Maxim De Cuyper": { "opponents": [ "Tammy Abraham" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Diego Gómez": { "opponents": [ "Boubacar Kamara", "John McGinn" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "defensive_duel, midfield_pairing" }, "Luka Vušković": { "opponents": [ "Alejandro Garnacho" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Mats Wieffer": { "opponents": [ "Alejandro Garnacho" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Bart Verbruggen": { "opponents": [ "Tammy Abraham", "Alejandro Garnacho" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Ian Maatsen": { "opponents": [ "Yasin Ayari" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Matty Cash": { "opponents": [ "Pascal Groß" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Emiliano Buendía": { "opponents": [ "Georginio Rutter", "Jack Hinshelwood" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "John McGinn": { "opponents": [ "Georginio Rutter", "Diego Gómez" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "defensive_duel, midfield_pairing" }, "Tyrone Mings": { "opponents": [ "Olivier Boscagli" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Pau Torres": { "opponents": [ "Olivier Boscagli" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Ross Barkley": { "opponents": [ "Ferdi Kadıoğlu", "Yasin Ayari" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Tammy Abraham": { "opponents": [ "Maxim De Cuyper" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel" }, "Boubacar Kamara": { "opponents": [ "Jack Hinshelwood", "Diego Gómez", "Georginio Rutter", "Pascal Groß" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "attacking_duel, midfield_pairing" }, "Alejandro Garnacho": { "opponents": [ "Luka Vušković", "Mats Wieffer" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Zion Suzuki": { "opponents": [ "Yasin Ayari", "Diego Gómez" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Midfield is evenly contested — Yasin Ayari vs Boubacar Kamara will be the pivotal duel. Total antagonist xG — Home: 0.55, Away: 0.55. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Right Wing vs Left Back — Flank Battle.", "lambda_factors": { "home_gk_opposition_factor": 0.8928, "away_gk_opposition_factor": 0.8767, "home_set_piece_bonus": 0.1349, "away_set_piece_bonus": 0.18, "home_defensive_solidity_vs": 0.9525, "away_defensive_solidity_vs": 0.899, "home_midfield_factor": 1.015, "away_midfield_factor": 0.986, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.6795, "away_avg_quality": 0.6041, "avg_quality_gap": 0.0755, "squad_value_gap_log": 0.408, "top5_value_gap_log": 0.3497, "attack_value_gap_log": 0.0861, "elite_count_gap": 1, "combined_quality_gap": 0.1252, "stronger_lambda_boost": 0.2754, "weaker_lambda_suppression": 0.1752, "home_bench_lambda_bonus": 0.0813, "away_bench_lambda_bonus": 0.1616, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": true, "competitive_underdog_floor": 1.02, "pre_competitive_floor_home_lambda": 1.238, "pre_competitive_floor_away_lambda": 0.812, "pre_calibration_home_lambda": 1.2383, "pre_calibration_away_lambda": 0.8116, "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": 1.238, "final_away_lambda": 1.02 } }, "home_standing": { "available": true, "team_position": 5, "opponent_position": 3, "standing_lambda_multiplier": 1.0, "attack_index": 1.0, "defense_concede_index": 1.0, "form_multiplier": 1.0, "team_attack_rate_contextual": 0.0, "opp_defense_rate_contextual": 0.0, "team_ppg": 0.0, "opponent_ppg": 0.0 }, "away_standing": { "available": true, "team_position": 3, "opponent_position": 5, "standing_lambda_multiplier": 1.0, "attack_index": 1.0, "defense_concede_index": 1.0, "form_multiplier": 1.0, "team_attack_rate_contextual": 0.0, "opp_defense_rate_contextual": 0.0, "team_ppg": 0.0, "opponent_ppg": 0.0 }, "timestamp": "2026-08-23T13:31:02Z" }